XXXIst International Symposium on Technological Innovations in Laboratory Hematology


Printable Program




May 9-11, 2019

Vancouver, Canada




8:00 - 9:40 AMPentland Auditorium (Level 3)
Welcome & Opening Plenary

Chair(s): John Frater
8:00
Welcome Remarks

8:10
Laboratory & Medicine 2.1: Care For What You Wish For
Marcel Levi
AmsterdamUMC

Over the past few decades, healthcare has made remarkable advances. Across nearly all fields, diseases are better understood, and diagnostic and therapeutic options have expanded dramatically. Laboratory medicine is also developing at a rapid pace and is playing an increasingly central role in the diagnostic process, as well as in the monitoring of therapy and disease progression.For many conditions—including cardiovascular disease and cancer—patient outcomes have improved spectacularly. 
However, this success has also created new challenges. Death from acute illness has increasingly been replaced by survival with chronic disease. An aging—though not necessarily healthy—population demands substantial personal, financial, and organizational support. Hyperspecialization is poorly suited to meeting these complex needs. Moreover, efficiency-driven centralization of care, encompassing both clinical services and laboratories, may be necessary but often introduces new problems that can only be addressed through innovation and technology.
Most importantly, strong professional leadership is essential. With healthcare professionals in the lead, we can ensure a resilient and sustainable healthcare system, supported by high-quality laboratory services, in which complex issues such as superspecialization, centralization, and efficiency are addressed in an optimal and integrated manner.

8:40
Hemoglobinopathies And Molecular Diagnosis
Cornelis L. Harteveld
Associate Professor at the Dept. of Clinical Genetics, Leiden University Medical Center

Presentation Topic: Laboratory diagnosis of Hemoglobinopathies and the role of Next Generation Sequencing
 
Cornelis L. Harteveld, PhD, Assoc. prof. Dept. of Clinical Genetics/Genome Diagnostics, Reference Lab of the Hemoglobinopathy Expert Center, Leiden University Medical Center.
 
 
Abstract
 
Introduction: Hemoglobinopathies are the most common monogenic disorders in human with an ever-increasing global disease burden. Thalassemia is characterized by reduced synthesis of the globin chains of hemoglobin, specifically beta-globin chains in beta-thalassemia and alpha-chains in alpha-thalassemia. Over a thousand Hb variants have been described in the HBA1/2 and HBB genes of which the majority is silent, however approximately one third is clinically relevant, the most abundant worldwide giving Sickle Cell Disease (SCD) as the major health problem in areas endemic for malaria tropica. As most hemoglobinopathies show recessive inheritance, carriers are usually clinically silent. Cases will be discussed, showing that despite the great technological advances in mutation detection, the screening of hemoglobinopathies still requires the combined use of hematologic, biochemic and molecular techniques to achieve an accurate diagnosis.
Methods: Laboratory hematology and biochemical analysis are standardized methods able to reveal carriers of sickle cell-, alpha- and beta-thalassemia. The latest technological advance in DNA variant analysis involves Next Generation Sequencing (NGS), which is progressively replacing Sanger sequencing as ‘gold standard’ in the molecular genetic lab. A great advantage is that NGS applications such as Inherited Disease Panels (IDP), Whole Exome Sequencing and Whole Genome Sequencing (WGS) allow the simultaneous analysis of multiple genes involved in hemoglobinopathies and has led to new insights in disease mechanisms.
Results: The use of WES has recently uncovered a novel disease gene SUPT5H causing a beta-thalassemia trait phenotype in individuals and families with normal HBB genes. The breakpoint sequences of multiplications and deletions of the alpha-globin gene cluster in thalassemia carriers have been elucidated using WGS. Both WES and WGS showed de novo variants explaining hemolytic anemia in individuals of families without a genetic history of anemia. During the presentation, an overview will be given of the basic requirements for adequate carrier diagnostics, the importance of genotype-phenotype correlation and how this may lead to the discovery of exceptional interactions causing a clinically more severe phenotype in carriers. 
Conclusions: The discovery of disease modifiers and their influence on disease severity plays a major role in defining a better genotype-phenotype correlation and a better understanding of how variants in different genes interact. Eventually this may contribute to improvement of counselling and disease prognosis. 
 

9:10
Laboratory Diagnosis, Monitoring And Management Of Pnh
Morag Griffin
St James Hospital, Leeds, UK

The laboratory diagnosis and monitoring of paroxysmal nocturnal haemglobinuria (PNH): Invited speaker for plenary session. 

This presentation will cover pathophysiology of PNH, presentation including symptoms and laboraroty diagnostic tests, diagnosis and briefly treatment including indications based on symptoms and lab values.  Monitoring of patients with PNH and how to use laboratory tests for indications to change treatment. Case studies will be included


9:40 - 10:15 AMLennox Suite (Level -2)
Coffee Break / Exhibits

10:15 - 11:45 AMFintry (Level 3)
CONCURRENT 1: Current and Future Hemostasis Laboratory Testing

Chair(s): Simon Davidson
10:15
Limits Of Haemostasis Assays
Kieron Hickey
Sheffield Haemophilia and Thrombosis Centre.

Coagulation assays remain central, alongside the clinical interpretation to diagnose haemostatic disorders, both thrombotic and bleeding.   However, laboratory  interpretation is often hindered by biological variability, reagent and platform related differences, alongside inadequate clinical context. This presentation provides an overview of the limitations inherent in commonly used coagulation tests and highlights how these constraints affect clinical decision making. 

Despite their widespread use, routine clotting assays particularly the activated partial thromboplastin time (APTT), have significant and often under‑recognised limitations. The widespread  inappropriate use of coagulation screening tests as screening tools for preoperative assessment and bleeding disorder investigations coupled with the poor correlation between laboratory abnormalities and clinical phenotype highlight key limits of the most commonly ordered coagulation investigations.    Issues related to different analysers and   associated reagents  variable factor deficiency sensitivity, preanalytical variables such as sample quality, delays in testing, HIL , storage conditions, and transport  contribute  substantially to result variability and potential misinterpretation.

The session will also cover the growing complexity introduced by Xa based -direct oral anticoagulants (DOAC)  in result interpretation. DOAC, heparins, direct thrombin inhibitors and emerging FXIa inhibitors  all introduce  unpredictable assay specific effects that can obscure true haemostatic status and limit the usefulness of traditional coagulation tests. Alongside this  we have emerging strategies such as DOAC removal techniques to tackle such interference.

By establishing  robust preanalytical sample policy, local validation of assay performance,  laboratories can better understand the limitations of haemostasis assays that is  essential to avoid misinterpretation and ensure safe, effective patient care.


10:45
Combining Functional Tests And Genetics For Inherited Thrombophilia Diagnosis
Christine Van Laer
Department of Laboratory Medicine, AZ Groeninge, Kortrijk, Belgium

Thrombotic events, including venous and arterial thrombosis, represent a major public health burden. Venous thromboembolism (VTE) affects approximately 2 per 1,000 individuals annually and arises from a multifactorial interplay between genetic and acquired risk factors. Thrombophilia encompasses inherited and/or acquired risk factors associated with an increased risk of thrombosis. Conventional thrombophilia testing focuses on deficiencies of the natural anticoagulants protein C, protein S, and antithrombin, as well as procoagulant variants such as factor V Leiden (FVL) and prothrombin G20210A.

For several years, multigene panel testing has became available for assessment of inherited thrombophilia. This genetic approach can lead to a more accurate diagnosis with a personalized approach in risk stratification, treatment, and genetic counselling. Given the complexity of VTE, stringent inclusion criteria are recommended when selecting patients for multigene panel testing.

In a cohort of up to 650 unrelated patients with suspected inherited VTE or thrombophilia, genetic testing yielded an overall diagnostic rate of 54%. As expected, the majority of pathogenic variants were identified in genes F5, PROS1, PROC, F2, and SERPINC1, including FVL and prothrombin G20210A. Notably, oligogenic inheritance was observed in 24% of patients, consistent with the multifactorial nature of thrombosis. Importantly, conventional laboratory assays for antithrombin activity, protein C activity, and free protein S antigen levels failed to detect several cases of natural anticoagulant deficiencies.

Multigene panel testing is finding its way into clinical practice, but those results emphasize the necessity for recommendations on how and when to perform genetic testing. Identifying individuals with an increased thrombotic risk can help guiding targeted thromboprophylaxis and improved prevention of VTE. Ultimately, optimal patient management requires an integrated assessment of both functional and genetic testing and patient risk factors.


11:15
Developmental Hemostasis
Ulrike Nowak-Goettl
Institute of Clinical Chemistry, University Hospital Kiel, Germany

Absolute values of reference ranges for coagulation assays in humans vary within the entire lifespan and confirm the concept of developmental hemostasis. It is known that physiologic concentrations of coagulation factors (F) gradually increase over age: they are lower in premature infants as compared to full-term babies, healthy children or adults. Additionally, the process of developental hemostasis is ongoing during adulthood and in the eldery.   From adolescents, young adults to the elderly there is a further increase of F, reaching significance starting between 35 - 50 years of age compared to younger subjects. Covering the entire lifespan FVIII and von-Willebrand-factor showed the lowest values in carriers of blood group “0”. Apart from pregnancy differences related to gender, pill users, smoking habits or the presence of thrombophilic variants were reported. Laboratory test results should be compared to age-related reference intervals when hemostatic defects are suspected to avoid misclassifications as being “healthy”, prone to “bleeding” or vice versa to “thrombosis”. 

10:15 - 11:45 AMPentland Auditorium (Level 3)
CONCURRENT 2: Minimal Residual Disease (MRD): Update

Chair(s): Swati Pai
10:15
Update On Mrd In Acute Myeloid Leukemia: A Consensus Document From The European Leukemianet Mrd Working Party
Jacqueline Cloos
AmsterdamUMC

10:45
Lsc Mrd In Aml
Veronika Ecker
MLL Munich Leukemia Laboratory GmbH (MLL)

LSC MRD in AML 
Acute myeloid leukemia (AML) measurable residual disease (MRD) monitoring is indispensable for risk stratification, treatment guidance and as a clinical trial endpoint. The 2025 update of the ELN MRD guidelines provide enhanced recommendations for molecular and multiparameter flow cytometry (MFC) MRD. Taking into consideration AML heterogeneity, subgroup-specific guidance, low-level- and qualitative MRD response catogories have been adapted assay- and timing-specific, to facilitate the adoption of MRD monitoring into routine clinical practice.

Conventional blast‑focused MFC MRD may underestimate the persistence of therapy‑resistant disease, as relapse is thought to arise from a rare, quiescent leukemic stem cell (LSC) compartment. LSC–based MFC MRD assessment is emerging as a complementary tool to conventional MRD strategies and may refine current ELN guidelines in the future. Incorporating LSC MRD into established MFC and molecular MRD frameworks could help to better capture relapse biology and guide future therapeutic decisions. LSC measurement enables superior sensitivity than bulk MFC MRD, with detection thresholds of 0.005% when at least 1 million CD45-expressing cells are acquired, and retrospective and prospective studies at diagnosis and during remission have shown its independent prognostic value (early MRD kinetics, relapse and survival). Phenotypically aberrant LSCs can persist in morphologic or even MRD‑negative complete remission, indicating a biologically distinct layer of residual disease.

LSCs are typically defined within CD34⁺CD38⁻ compartments and can be distinguished from hematopoietic stem cells (HSC) by aberrant leukemia‑associated immunophenotypes (e.g. CD123, CD45RA, CD7, CD56, CLL-1, TIM-3). As up to ~20% of AMLs present CD34-negative, strategies for potential CD34-negative and/or monocytic LSC detection have to be established accordingly (e.g. CD117 positivity or markers of aberrancy on immature cells). Further work is needed and undertaken by the ELN LSC subgroup, to prepare LSC monitoring for clinical decision-making with robust prognostic cut-offs, particularly for specific risk groups or in the context of new therapeutic landscapes. LSC‑directed flow cytometric MRD analysis needs to be harmonized technically (marker and fluorophore selection, instrumentation, gating strategies, cut-off definitions) and biologically (prognostic relevance at diagnosis, early time points and in remission). Published protocols that enable standardized, reproducible LSC MRD detection and first retro- or prospective studies form the basis for this.

Apart from assessment of LSC kinetics, monitoring of expression levels of specific LSC therapy-targets during the course of targeted therapy provide valuable information. Therefore, we have established a flexible LSC backbone tube (dried-down) that allows us to examine different surface markers on LSCs using distinct drop-in antibodies. Validation of such a backbone panel ensures stability and reproducibility over distinct time-points and entities. 

Together, these advances suggest that LSC‑inclusive MRD assessment has the potential to move the field from blast‑centered to stem cell‑oriented response definitions in AML.


11:15
Flow Cytometry Detection Of Mrd In Myeloma: Update
Bruno Paiva
Clinica Universidad de Navarra

Measurable residual disease (MRD) assessment is, from the methodological point of view, ready for the prime time in multiple myeloma (MM). Abundant evidence underscores the value of MRD status determined using highly sensitive next-generation flow cytometry and next-generation sequencing tests in evaluating response to treatment and, therefore, prognosis in patients with this disease. MRD response assessment and monitoring might present a range of opportunities for individualized patient management. Moreover, the considerable amounts of high-quality and standardized MRD data generated in clinical trials have led to the acceptance of MRD negativity as an early end point for accelerated regulatory approval of treatments for MM. The data leave no doubt that the efficacy of new regimens in inducing deeper and durable MRD-negative responses is interconnected with prolonged survival. Yet, several evidential, technical and practical challenges continue to limit the implementation of MRD-guided treatment strategies in routine practice, and the use of MRD as a surrogate end point remains controversial to some. In my presentation, I will draw on past and present research to propose opportunities for overcoming some of these challenges, and to accelerate the use of MRD assessment for improved clinical management of patients with MM.


12:00 - 1:00 PMKilsyth (Level 0)
Corporate Lunch Workshop - Mindray

Next-Generation Hematology Workflow: From AI-Based Bone Marrow Classification to Agent-Assisted Report Validation and Interpretation

Subtopics
Revisiting Bone Marrow Morphology in the AI Era: Automated Classification and Diagnostic Consistency
From Data to Decision: AI Agent Support for Hematology Report Validation and Interpretation

With the rapid advancement of artificial intelligence and its increasing integration into medical technologies, laboratory medicine is evolving from a discipline centered on observation and result reporting toward more interpretive and decision-support-oriented workflows. AI-empowered laboratory systems are currently being explored beyond efficiency improvement, particularly for supporting the analysis and interpretation of increasingly complex laboratory data.

This workshop presents a next-generation hematology workflow spanning AI-based bone marrow morphology classification and agent-assisted laboratory report validation and interpretation. In the first part, Prof. Gina Zini will present a focused evaluation of AI-driven bone marrow morphology classification, examining cell recognition performance, diagnostic consistency, and robustness in complex cases. Real-world clinical cases will be shared to illustrate the practical benefits of AI-assisted bone marrow morphology in routine and challenging scenarios. In the second part, Dr. Yan Liu will introduce an innovative large language model (LLM)-based AI agent designed for hematology report validation and interpretation. Based on results from a multicenter study in China, she will demonstrate how the agent integrates analyzer and morphological data to support report review and interpretive reasoning, addressing the growing demands for higher efficiency under limited laboratory resources.

Together, this workshop provides a forward-looking yet practical perspective on how AI empowers hematology laboratories to evolve from data producers to active partners in clinical decision-making, ultimately supporting higher-quality diagnostics and improved patient care.

Speakers:
Professor Gina Zini, MD, PhD
Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
Yan Liu, PhD
Director, International Scientific Strategy & Partnerships Mindray IVD


12:00 - 1:00 PMTinto (Level 0)
Corporate Lunch Workshop - Siemens Healthineers

Hematology MythBusters Panel: Are CBC Flags the First Step - or the Last Stop in the Diagnostic Pathway?

CBC flags play a critical role in modern hematology, serving as early signals that guide laboratory review and prioritization. But are these flags the starting point of a broader diagnostic journey-or too often treated as the final stop? In this Hematology MythBusters panel, leading experts examine how laboratories can move beyond CBC flags to fully leverage digital morphology, automation, and integrated data pathways. Through a combination of short expert presentations and an interactive "Myth or Fact?" discussion, panelists will explore how early detection, standardized workflows, and connected systems work together to support consistent interpretation and contextual understanding of hematologic findings.
The session will address common assumptions around CBC interpretation, manual review, and laboratory workflows, highlighting how modern technologies extend the value of strong flags rather than replace them. Attendees will gain insight into how contemporary hematology pathways are evolving-from initial signal to integrated diagnostic context-across laboratories of different sizes and settings.

Moderator:
Fred Stelling - Sr. Product Manager for Global Hematology Marketing at Siemens Healthineers, USA
Speakers:
Dr. Viviana Di Fabio, MD, PhD - Product Manager for Global Hematology at Siemens Healthineers, Italy​
Chloe Mearns, SBS - Acting Hematology Associate Service Manager at NHS Tayside, UK
Dr. Luca Salhöfer, MD - Postdoctoral Researcher, Clinical AI application, Institute of Diagnostic and Interventional Radiology and Neuroradiology University Hospital Essen, Germany



1:15 - 2:45 PMPentland Auditorium (Level 3)
Presidential Symposium

Chair(s): John Frater
1:15
Berend Houwen Lecture:�Laboratory Monitoring Of Unfractionated Heparin Treatments &Ndash; Unanswered Issues
Pierre Toulon
Nice University Hospital, Dept of Hematology, , France

Laboratory Monitoring of Unfractionated Heparin Treatments – Unanswered issues

Pierre Toulon

Unfractionated heparin (UFH) has long been the anticoagulant of choice. Despite the increasing use of low molecular weight heparin derivatives and more recently direct oral anticoagulants, UFH is still prescribed to prevent or treat thrombosis in specific populations at high risk of thrombosis or bleeding, including patients with severe renal impairment, critically ill patients, or those undergoing cardiac catheterization/surgery. Due to its narrow therapeutic index, with a risk of hemorrhage in case of overdosing and a risk of thrombosis in case of underdosing, monitoring its anticoagulant activity is considered standard of care even though scientific data remains limited. Despite being used for decades, some unanswered questions remain, particularly regarding the biological monitoring of its efficacy.
1. Which assay should be used? In practice, the most widely used tests are plasma-based, such as the aPTT, a clotting assay, or the anti-Xa activity, a chromogenic substrate-based assay. Whole blood tests such as the ACT are limited to specific situation such as extracorporeal circulation.
2. Which therapeutic ranges should be used? An aPTT prolongation of 1.5-2.5 x control, or an anti-Xa activity of 0.30–0.70 IU/mL, corresponding to 0.2-0.4 U/mL by protamine titration, ranges are commonly used, despite limited evidence based. Furthermore, these assays are not standardized due to some degree of heterogeneity in the sensitivity of reagents to UFH. The calculation of aPTT prolongation and the definition of the control value (mean aPTT in healthy subjects or baseline aPTT in the patient) must be adapted to the technical conditions (reagents, analyzers). Although anti-Xa activity was supposed to be more standardized, with commercially available calibrators traceable against the international standard of UFH, recent studies clearly demonstrated significant deviations from the target values with some reagents. In addition, the composition of the commercially available kits is also heterogeneous, with or without the addition of exogenous antithrombin or dextran sulphate, a chemical intended to release UFH from its form bound to e.g., PF4. 
3. Which validated nomograms for dose adjustment, based on aPTT or Anti-Xa should be used?
4. Moreover, some pre-analytical questions remain, particularly regarding the collection tube to be used e.g., citrate or CTAD anticoagulant solution, full- or partial-draw (half filled) tubes, and the maximum time between collection and analysis: 1 or 4 hours.
Finally, yet importantly, the question of the actual need for monitoring of SC administered full dose UFH has been raised, as suggested by the results of the FIDO study.

2:00
Wallace H Coulter Lecture:�Investigator-Led Research To Improve The Diagnostic Assessment Of Platelet Function Disorders: Reflections On The Challenges And Rewards
Catherine Hayward
McMaster University

Investigator-led research to improve the diagnostic assessment of platelet function disorders: reflections on the challenges and rewards
Catherine P. M. Hayward, McMaster University

Introduction: Investigator-led research and quality improvement initiatives have led to important improvements in the diagnostic assessment of platelet function disorders (PFD).
Methods:  Personal reflections were used to summarize our contributions to knowledge on PFD diagnostic assessment, pathogenesis and bleeding risks.  
Results: Light transmittance platelet aggregometry (LTA), and whole mount electron microscopy assessment for platelet dense granule deficiency (DGD) both detect abnormalities that are highly predictive of a bleeding disorder. Observations on LTA findings that are predictive of a bleeding disorder (including those specific to certain conditions), have been incorporated into guidelines to reduce LTA interpretation errors. Efforts to improve LTA assessment of PFD with thrombocytopenia (e.g., Bernard Soulier syndrome) have led to validated, trustworthy, diagnostic procedures. Commonly encountered PFD that manifest with abnormal aggregation responses to multiple agonists, and/or DGD, are now established to have significantly increased bleeding risks, emphasizing the need for diagnosis and treatment. Unraveling of the molecular pathogenesis of some specific PFD have provided important insights and simplified diagnosis. In the case of Quebec platelet disorder (QPD), the pathogenesis is a unique, gain-of-function defect in fibrinolysis, from a mutation that repositions a megakaryocyte-specific enhancer that normally upregulates VCL expression during megakaryopoiesis, and “rewires” PLAU, increasing its expression >100-fold in megakaryocytes only. Presently, the molecular causes of many “commonly encountered” PFD awaits elucidation.
Conclusions: Research has meaningfully improved diagnostic laboratory testing for PFD. Unraveling the causes of “commonly encountered” PFD will be important to understanding their pathogenesis and increasing the yield of diagnosis by genetic investigations.

2:45 - 3:30 PMLennox Suite (Level -2)
Coffee Break / Exhibits

3:30 - 5:00 PMFintry (Level 3)
CONCURRENT 3: Laboratory Monitoring in Red Cell Disorders

Chair(s): Kees Harteveld
3:30
Blood Rheology Biomarkers In Sickle Cell Disease
Minke Rab
Erasmus University Medical Center Rotterdam

Sickle cell disease (SCD) is characterized by red blood cell (RBC) sickling, impaired deformability, and microvascular obstruction. Recent methodological advances—particularly oxygen‑gradient ektacytometry—have enabled precise, reproducible quantification of sickling physiology. This technique measures RBC deformability across an oxygen gradient, generating parameters such as the Point of Sickling (PoS), EImax, and EImin. These biomarkers reliably capture patient‑specific sickling thresholds and correlate strongly with physiological modulators of oxygen affinity.

Clinical studies show that oxygen‑gradient‑derived biomarkers are associated with major complications including cerebral infarction, acute chest syndrome, and vaso‑occlusive crises. They also demonstrate sensitivity to disease‑modifying therapeutics such as hydroxyurea and anti-sickling agents, reflecting improved deformability and shifts in PoS.  Further work highlights their utility for individualized treatment optimization and for ex vivo evaluation of emerging therapies, including pyruvate kinase activators. Complementary microfluidic assays assessing RBC adhesion expand the biomarker repertoire by capturing adhesive and obstructive RBC phenotypes linked to hemolysis and iron overload. 

Together, these integrated approaches establish deformability‑based and adhesion‑based functional assays as clinically relevant biomarkers. They offer prediction of disease severity, more precise monitoring of therapeutic response, and a foundation for advancing personalized medicine in sickle cell disease.

4:00
Laboratory Diagnosis Of Pyruvate Kinase Deficiency
Archana Agarwal
University of Utah/ARUP Laboratories

4:30
Implementation Of Ai Algorithms For Laboratory Workup Of Microcytic Anemias
Veroniki Komninaka
G.Gennimatas, General Hospital, Athens, Greece

Microcytic anemias, including iron deficiency anemia (IDA) and thalassemia, represent a significant diagnostic challenge in clinical practice due to overlapping hematological features. Traditional diagnostic approaches rely on complete blood count (CBC) parameters and confirmatory laboratory tests, which can be time-consuming, costly, and sometimes inconclusive.

The implementation of artificial intelligence (AI) algorithms has emerged as a promising solution to enhance the efficiency and accuracy of laboratory workup for microcytic anemias. Machine learning (ML) and deep learning (DL) models can analyze large volumes of hematological data, including red blood cell (RBC) indices and medical images such as peripheral blood smears, to support differential diagnosis.

Recent studies demonstrate that AI-driven approaches can improve diagnostic performance, reduce dependency on expensive confirmatory tests, and assist clinicians in decision-making. 
Despite these advancements, challenges remain, including limited availability of annotated datasets, variability across populations, and the need for model interpretability. Future research should focus on developing robust, generalizable, and explainable AI systems to enable reliable integration into routine clinical workflows

3:30 - 5:00 PMPentland Auditorium (Level 3)
CONCURRENT 4: Cutting Edge Technologies in Hematology

Chair(s): Megan Nakashima
3:30
Machine Learning, Anti-Cancer Immunotherapy In Hematology
Pieter Meysman
University of Antwerp

The human immune system is our first and last line of defense against the development of cancer cells. The novel generation immunotherapies recruit T-cells to specifically seek out and destroy aberrant cells. However the immune system is highly complex and highly individual.
In this talk, I will explain how we are using AI to decode the T-cell space, both its relevant clonotypes and its targets, to gain understanding in the mechanisms of action of immunotherapies, and reveal some people respond better than others.

4:00
Single-Cell Analysis, Tcr, Functional Diversity
Paul Klenerman
University of Oxford

Single-cell RNA sequencing technologies (sc-RNAseq) have had a massive impact on immunology, with the ability to resolve multiple cell types and cell states. In this talk I will give an overview of these approaches in studies of T cell subsets (both conventional and unconventional T cells)and some examples of how they can be used to define 
 
1.        Cell states ex vivo e.g. acute disease and memory
2.        Cell functions after specific stimulation – including assays for antigen specific T cells using functional scRNASeq
3.        Relationships between TCR usage and cell state/function.
 
My lab is particularly interested in abundant unconventional T cells such as MAIT cells, so these will be discussed along with antigen specific CD4+ and CD8+ T cells.

4:30
Whole Genome Analysis
James Allan
Newcastle University

Whole genome analysis of human leukaemia – a tale of two genomes

James M. Allan, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne.

The pathogenesis of human leukaemia is determined by complex interplay between the constitutional and somatic genomes. Interrogation of these genomes using nanoscale technologies such as high-density microarrays or next generation sequencing has significantly informed our understanding of how and why leukaemia develops. In this presentation I will discuss how whole genome analysis of the constitutional genome has led to the identification of genetic risk variants for human leukaemia which inform on the early stages of disease development. I will also discuss how whole genome analysis of the somatic leukaemia genome can inform on the latter stages of disease development and how further exploitation of whole genome technologies has the potential to identify novel therapeutic targets and improve outcomes for patients.


5:00 - 6:30 PMLennox Suite (Level -2)
Welcome Reception / Poster Session I / Exhibits

P100
New Approach On Testing Platelet Function In Clinical Practise
Mohammad M Algahtani
Security Forces Hospital Makkah , MAKKAH, Saudi Arabia

Background: Traditional techniques used to assess platelet function typically require large volumes of blood, making them unsuitable for settings in which sample volume is limited or when dual functional assessments are needed. To overcome this limitation, we developed a miniaturized method based on a 96-well plate format, enabling the simultaneous evaluation of platelet aggregation and platelet–leukocyte conjugate (PLC) formation using very small quantities of whole blood. Methods: Whole blood was collected from healthy volunteers and added to 96-well plates pre-coated with increasing concentrations of collagen (0.1–10 µg/mL) or vehicle control. Platelet aggregation was assessed in duplicate wells to ensure reproducibility. Samples were subsequently fixed using a stabilizing solution (AGGFix), allowing storage of prepared samples for up to nine days prior to flow cytometric analysis at a central facility. The performance of the dual assay was evaluated by examining the effects of two inhibitors: MK-0852, a GPIIb/IIIa antagonist that blocks platelet aggregation, and KPL-1, a PSGL-1 inhibitor that selectively blocks PLC formation. Results: Platelet aggregation measurements were robust and reproducible, with coefficients of variation consistently <10%. MK-0852 produced strong inhibition of aggregation at low collagen concentrations, as expected. However, at higher collagen concentrations, aggregation levels were unexpectedly reduced rather than increased. This decrease corresponded with a marked rise in PLC formation. PLCs were readily and reliably quantified from the same fixed blood samples used for aggregation assessment. Treatment with KPL-1 significantly reduced PLC formation, confirming the assay’s ability to detect inhibition of platelet–leukocyte interactions. In contrast, platelet activation in the presence of MK-0852 resulted in a substantial increase in PLC formation, demonstrating that blockade of aggregation under certain activation conditions promotes conjugate formation. Conclusion: This newly developed 96-well plate assay enables parallel assessment of platelet aggregation and PLC formation from the same low-volume whole blood sample. The method is reproducible, compatible with delayed flow cytometry analysis, and sensitive to pharmacological modulation of both platelet aggregation and platelet–leukocyte interactions. Its minimal blood volume requirements make it particularly advantageous for research involving pediatric subjects, individuals with limited sample availability, or studies requiring repeated sampling. This approach represents a practical and versatile alternative to conventional high-volume platelet function assays.

P101
Integrating Monocyte Distribution Width (Mdw) Into Routine Cbc Reporting For Early Sepsis Detection: A Systematic Review
Mohamed Al Zaabi MD, FRCPath1, Amal Al Jabri MD, FRCPath2
1Department of Hematology and Blood Bank, Khoula Hospital , Muscat, , Oman, 2Department of Microbiology, Khoula Hospital, Muscat , , Oman

Introduction: Timely recognition of sepsis remains challenging in emergency and acute care settings, where diagnostic delays directly worsen outcomes. Monocyte Distribution Width (MDW), a morphometric parameter automatically reported with the complete blood count (CBC), reflects early innate immune activation through shifts in monocyte size heterogeneity. Because MDW is immediately available, requires no additional testing, and is analytically stable across DxH hematology platforms, it has emerged as a practical candidate for real-time sepsis screening. Methods: A systematic search of PubMed, Embase, Scopus, and Cochrane through October 2025 identified clinical studies assessing MDW for early sepsis detection in adults, following PRISMA principles. Studies were included if MDW was measured at presentation, Sepsis-2 or Sepsis-3 criteria served as the reference standard, and extractable diagnostic performance data were available. Eighteen studies met screening criteria, and six (n = 38,956) fulfilled full eligibility. Study characteristics, analytical factors, cut-point ranges, and diagnostic accuracy were examined. Heterogeneity was evaluated qualitatively, and overall diagnostic performance was interpreted using a summary ROC framework. Results: Across eligible studies, MDW demonstrated consistent diagnostic accuracy, with sensitivity 0.79-0.84, specificity 0.63-0.78, and AUC values 0.79-0.84. Optimal thresholds clustered tightly around a 20-21 MDW-unit cut-point, indicating biologically and analytically stable performance. Variability across studies was modest and primarily clinical rather than analytical. All six studies used DxH analyzers and EDTA-based anticoagulants (K₂ or K₃), and none of these factors meaningfully affected MDW performance. Compared with C-reactive protein at initial assessment, MDW showed superior early discrimination and demonstrated accuracy comparable to procalcitonin. High sensitivity across studies suggests MDW may be particularly useful for excluding sepsis in lower-prevalence settings. Summary ROC analysis yielded pooled AUC values of 0.80-0.83 with compact clustering, consistent with reproducible diagnostic performance. Conclusions: MDW is a rapid, cost-neutral biomarker that can strengthen early sepsis detection when integrated into routine CBC reporting. Its consistent accuracy, stable cut-point range, and favorable comparison with CRP and procalcitonin support a potential role for MDW in emergency and acute care settings. These findings justify further evaluation in large prospective trials, including real-world implementation within CBC-based sepsis screening pathways.

P103
Reticulocytes Performances And Study Of Flag Of Clinical Usefulness, Sthema 601 Evaluation
N. Banh1, B. Butt1, C. Doinel1, V. Nadal1, T. Nguyen1, D. Paulin1, C. Ranaivoarimalala1, S. Melin2, E. Tournier2, Dr. I. Habes Lenouar1, Dr. C. Brumpt1
1Hematology laboratory, University Hospital Lariboisière, Paris, , France, 2Diagnostica Stago, Asnières sur Seine, , France

The Hematology Laboratory of Lariboisière University Hospital in Paris, evaluated the reticulocyte performance, CBC analytical reliability, and clinical usefulness of morphological flags on the sthemA 601 hematology analyzer. A total of 192 patient samples, including pediatric specimens, were analyzed over four weeks. Results across the analyzer’s three modes CBC, RET, and DIR (CBC + RET), were compared with those of the reference system, Sysmex XN‑3000. Reticulocytes play a crucial role in assessing anemia regeneration, particularly in normocytic and macrocytic anemia. On the sthemA 601, reticulocyte enumeration uses impedance, light extinction, and fluorescence, ensuring optimal precision. For each sample, duplicate stained smears (MGG and Cresyl Blue) were reviewed by experienced technicians. Precision, comparison, and carry‑over studies were conducted following CLSI guidelines. An ergonomic questionnaire was also completed by laboratory staff. The study confirmed that reticulocyte and CBC results from sthemA 601 are comparable to those of XN‑3000. Precision was satisfactory: 20‑day controls showed acceptable CVs for all parameters except monocytes and basophils, whose low values make CVs non‑informative. Repeatability testing on eight samples across defined ranges demonstrated consistent performance, and all within‑run precision criteria were met. Carry‑over testing using high‑ and low‑level sample pairs met specifications for WBC, RBC, hemoglobin, platelets, and reticulocytes, demonstrating no significant contamination. Accuracy was validated across CBC, RET, and DIR modes using Passing–Bablok regression, with all parameters within expected values except MPV and PDW, known to vary across technologies. Reticulocyte percentage occasionally deviated from expected values, but this was acceptable given the wide inter‑instrument variation observed in external comparisons and the clinical consistency of individual cases. Twenty‑seven pediatric samples across four FDA‑defined age groups were included to confirm accuracy in small‑volume specimens. A total of 192 samples were used to assess the clinical relevance of morphological flags. Microscopic review determined a sensitivity of 81.6%, specificity of 91.7%, and overall agreement of 86.9%. While compliant with expectations, improved sensitivity is recommended to facilitate interpretation and validation. Several users evaluated the analyzer, noting its ease of use, intuitive software, compact design, and safety features. The upcoming autoloader option was seen as a major improvement, providing 30‑tube autonomy and consistent sample mixing. Minor software enhancements were suggested, mainly regarding icon placement and QC curve display. The sthemA 601 demonstrates strong analytical performance for reticulocytes and CBC, reliable flagging capability, and excellent ergonomics, making it a robust solution for routine hematology workflows.

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Evaluation Of Flagging Performance For Pathological Cell Detection On The Mindray Bc-7800 Versus Siemens Advia 2120I Using Microscopy As The Reference Method
Vincenzo De Iuliis, Mario Forcella, Cristina Di Saverio, Giusy Bove, Sofia Chiatamone Ranieri
Department of Clinical Pathology, G. Mazzini Civil Hospital, Teramo, Italy

Introduction. Rapid and reliable detection of pathological cells is crucial in hematology, where timely identification of blasts, immature myeloid precursors, nucleated red blood cells (NRBCs), and atypical lymphocytes directly influences diagnostic urgency and downstream testing. Manual microscopic examination of the above-mentioned abnormal cells remains the gold standard. However,in high-volume laboratories, manual smear review is labor-intensive, making automated morphological flags crucial for effective triage. The performance of these flags varies across different analyzers [1–3]. The Mindray BC-7800 incorporates updated algorithms for abnormal cell detection, while the Siemens ADVIA 2120i is a well-established reference system. This study provides a focused, microscopy-validated comparison of their flagging accuracy, highlighting strengths, limitations, and opportunities for algorithmic improvement. Methods. Among 437 routine EDTA samples (74.6% pathological), a core set of 236 underwent full tri-modal assessment using: Mindray BC-7800, Siemens ADVIA 2120i, and manual optical microscopy by two expert pathologists (gold standard). Performance metrics (sensitivity, specificity, PPV, NPV, accuracy) were calculated for detection of blasts, immature myeloid cells, NRBCs, abnormal lymphocytes, and reactive lymphocytes. Results. Preliminary analysis on 236 samples showed heterogeneous performance across analyzers and cell categories. – Blasts: BC-7800 achieved a sensitivity of 62.5%, compared with 68.8% for ADVIA, while both instruments showed high specificity (>84%). – Immature myeloid cells: BC-7800 markedly outperformed ADVIA in sensitivity (61.0% vs 34.4%) with comparable specificity (≈95%). – NRBCs: BC-7800 achieved superior PPV than ADVIA (80.0% vs 36.8%) and excellent specificity (99.1% vs 94.4%), supporting more reliable abnormal flagging. – Abnormal lymphocytes: BC-7800 showed higher sensitivity than ADVIA (43.8% vs 25.0%) with similar specificity (86.8% vs 89.1%). – Reactive lymphocytes: available only on the BC-7800, the reactive-lymphocyte flag showed a sensitivity of 44.0% and high specificity (96.7%), consistent with the intrinsic heterogeneity of this population. Across categories, specificity remained consistently high for both analyzers, while BC-7800 generally yielded fewer false negatives for immature myeloid and atypical lymphoid populations. Conclusions. Preliminary microscopy-validated data show that automated morphological flags can effectively support abnormal cell screening, but sensitivity remains the key limiting factor. The BC-7800 demonstrates clear advantages in detecting immature myeloid and abnormal lymphoid forms, while ADVIA while ADVIA performed marginally better for blasts. These findings support targeted optimization of flagging algorithms and highlight the potential role of AI-enhanced decision tools to boost sensitivity, minimize unnecessary smears, and accelerate high-impact clinical triage in hematology.

P106
Hematologic Biomarkers To Support Procalcitonin Stewardship In Intensive Care Unit: Monocyte Distribution Width And Cbc-Derived Ratios
Laura García1, Sandra Ramos2, Jesús A. Álvarez2, Antonia M. Mayol1, Isabel Albalá1, José C. Frías2, Nicolás Suárez2
1Department of Laboratory Medicine, Hospital Juaneda Miramar, Palma de Mallorca, Spain, 2Intensive Care Unit, Hospital Juaneda Miramar, Palma de Mallorca, Spain

INTRODUCTION Procalcitonin (PCT) is widely used in intensive care units (ICUs) to guide infection management, but overuse increases costs and leads to unnecessary testing. Hematologic biomarkers derived from the complete blood count (CBC-Diff), including monocyte distribution width (MDW) and CBC-derived ratios, are readily available and cost-effective. This study assesses the feasibility of using these markers to guide PCT testing in adult ICU patients, supporting diagnostic stewardship and optimizing resource use. METHODS A retrospective study was conducted including all adult ICU laboratory requests between 01/05/2024 and 30/04/2025 that included a CBC-Diff with MDW and PCT. K3-EDTA samples were analysed within 2 hours using a UniCel® DxH 900 (Beckman Coulter, USA). PCT was measured in serum on a DxI 800 (Beckman Coulter, USA). CBC-derived parameters and indices were assessed, including total leukocyte count (WBC), monocyte distribution width (MDW), neutrophil-to-lymphocyte ratio (NLR), systemic inflammation response index (SIRI), systemic immune-inflammation index (SII), and aggregate index of systemic inflammation (AISI) (see Table 1). Different combinations were evaluated to identify those achieving the highest negative predictive value (NPV) for infection. Selected parameters were used to develop a screening score to guide PCT testing. RESULTS 2,693 ICU laboratory requests from adult ICU patients, with or without infection, were analysed. The combination achieving the highest NPV included total leukocyte count (WBC), monocyte distribution width (MDW), and systemic inflammation response index (SIRI), using the following thresholds: WBC 4,000–12,000/µL, MDW <23.0, and SIRI <6.1×10³. A scoring rule was applied assigning 1 point for each parameter outside the normal range; samples with all parameters within range were assigned a score of 0, whereas samples with at least one abnormal parameter had a score ≥ 1. Of the 2,693 requests, 1,732 (64.31%) had a score ≥ 1, while 961 (35.69%) scored 0. Score-0 samples were classified into three subgroups: (G1) PCT <0.5 ng/mL (n = 845; 87.93%), (G2) PCT ≥ 0.5 ng/mL without infection (false-positive PCT results; n = 48; 4.99%), and (G3) PCT ≥ 0.5 ng/mL with confirmed infection (false-negative score result; n = 68; 7.08%). This later group yielded a NPV of 92.92%. CONCLUSIONS A scoring system based on WBC, MDW, and SIRI demonstrated a high NPV for infection, identifying patients at low risk in whom PCT testing may be omitted, thereby supporting diagnostic stewardship and rational use of laboratory resources in the ICU. In our cohort, it achieved a NPV of 92.92%.

P107
Use Of Monocyte Distribution Width (Mdw) For The Prediction Of Blood Culture Positivity In Emergency Department Patients
Elena Giberti1, Irene Venturelli2, Mario Sarti2, Giovanni Riva1, Vincenzo Nasillo1, Valentina Pecoraro1, Manuela Varani1, Tommaso Fasano1
1Laboratory Medicine Unit, AUSL Modena, Modena, Italy, 2Microbiology Unit, AOU Modena, Modena, Italy

Introduction: Rapid identification of patients at risk of bloodstream infection (BSI) is essential in Emergency Department (ED) setting. Monocyte Distribution Width (MDW) is a hematological parameter automatically generated by DxH 900 haematology analyser (Beckman coulter, inc, Brea, CA, USA) from CBC-Diff analysis, reflecting the morphological heterogeneity of circulating monocytes. It has emerged as an early biomarker of sepsis. Its value for the prediction of bloodstream infections compared with commonly used biomarkers such as C-reactive protein (CRP) is still not completely understood. This study aimed to evaluate the diagnostic accuracy of MDW for blood culture positivity and analyze its behavior across different microbiological subgroups.   Methods: We conducted a cross-sectional study including consecutive adults undergoing MDW plus CRP testing and blood culture (BC) sampling in a tertiary ED from March 2022 to December 2024. We compared values of MDW and CRP between culture-negative and culture-positive samplesand further stratified groups into Gram-negative, Gram-positive, anaerobic bacteria, and coagulase-negative staphylococci (CoNS). CoNS group includes patients whoresulted positive in a single set of BCs for a bacterial species that are considered as contaminating bacteria (CoNS, Corynebacterium spp, viridans streptococci, Bacillus spp, etc.).  If these germs were confirmed in two or more sets of BC, the patients were included in Gram+ group. Diagnostic accuracy for MDW, CRP, and their combination was assessed using ROC curves and logistic regression models. Subgroup analyses were performed for blood culture positive for Gram-negative, Gram-positive, anaerobic, and coagulase-negative staphylococci (CoNS). Results: Among 3287 samples, 1360 (41.4%) were BC-positive, and 1927 (58.6%) were BC-negative. MDW values were significantly higher in BC-positive (mean 25.6±6.8) compared to BC-negative patients (n= 1927; mean 23.1±4.6) (p<0.001). MDW values were statistically higher in Gram-negative infections (n=471; mean 27.7±7.4), compared to Gram-positive (n= 299; mean 26.2±6.8), anaerobic infections (n=57; mean 25.2±7.8), and CoNS (n= 533; mean 23.3±5.1). When CoNS were excluded, MDW values further increased in clinically significant bacteremia(Table 1).   ROC analysis demonstrated MDW had a good diagnostic accuracy (cut-off 24.5, AUROC 0.67 95%CI 0.65-0.68; SE 58%; SP 69%, NPV 79%) compared to CRP (cut-off 11.5, AUC 0.59 95%CI 0.57-0.61, SE 51%; SP 63%, NPV 75%). A combined MDW plus CRP model yielded a similar AUC to MDW alone (0.66 95%CI 0.65-0.68) (Figure1). 

Conclusions: MDW is an early, widely available biomarker associated with blood culture positivity, outperforming CRP. The lack of significant improvement in blood culture discrimination from the combined model with both MDW and CRP underscores the dominant diagnostic contribution of MDW. In our cohort, MDW values in the CoNS group were comparable to those of BC-negative patients and significantly lower than those observed in confirmed Gram- and Gram+ bacteremia. This pattern strongly suggests that MDW correlates more closely with true systemic infection than with contaminant-positive cultures. Systematic use of MDW may support diagnostic stewardship and patient prioritization in ED workflows.

P108
Routine Blood Count&Ndash;Derived Markers In Patients With Mycosis Fungoides
Berrak Guven1, Murat Can1, Nur Cansu Erken1, Emel Hazinedar2
1Department of Biochemistry, Bülent Ecevit University, Zonguldak, , Turkey, 2Department of Dermatology, Bülent Ecevit University, Zonguldak, , Turkey

Introduction Mycosis fungoides (MF) is a primary cutaneous T‑cell lymphoma with an indolent but heterogeneous clinical course. While peripheral blood involvement is clinically relevant, conventional complete blood count (CBC) parameters often lack sensitivity for detecting subtle hematologic changes. Modern hematology analyzers generate fluorescence‑based research parameters reflecting cellular complexity, nucleic acid content, and activation status; however, their potential utility in MF has not been systematically evaluated. This study aimed to investigate both conventional and fluorescence‑related CBC- derived parameters in patients with MF and to compare them with healthy controls. Methods This retrospective study included 45 patients diagnosed with MF and 50 age- and sex-matched healthy controls. CBC analyses were performed using the Mindray BC-6800 Plus hematology analyzer. Evaluated parameters included conventional CBC indices, neutrophil-to-lymphocyte ratio (NLR), immature granulocyte count and percentage (IG, IG%), and fluorescence-related research parameters (neutrophil-X, -Y and -Z, lymphocyte--X, -Y and -Z, high florescence lymphocyte count [HFLC] and HFLC%). Neutrophil-and lymphocyte-X, -Y and -Z parameters reflect intracellular complexity, fluorescence intensity associated with nucleic acid content, and cell size, respectively, derived from multi-angle light scatter and fluorescence signals. HFLC represents lymphoid cells with high fluorescence intensity, corresponding to increased nucleic acid content. Group comparisons were performed using appropriate statistical tests, and receiver operating characteristic (ROC) curve analysis was used to assess the discriminative performance of selected parameters. Results Compared with healthy controls, patients with MF demonstrated significantly higher NLR, IG counts and IG%. Neutrophil-Y, neutrophil-Z, and lymphocyte-Z values differed significantly between groups, indicating altered cellular morphology and fluorescence-related characteristics. In contrast, HFLC count and HFLC% were identical in patients and healthy controls with no statistically significant difference observed. ROC analysis  revealed modest discriminative performance, with the highest area under the curve (AUC) values were observed for immature granulocyte count and IG% (AUC = 0.68), followed by NLR (AUC = 0.64). Conclusions Patients with MF exhibit peripheral blood alterations predominantly reflecting inflammatory and myeloid activation rather than lymphoid fluorescence alterations. Elevated neutrophil-related parameters, immature granulocytes, and higher NLR support an inflammatory component in MF. The lack of HFLC differences is consistent with the T-cell–dominant nature of the disease and limited peripheral B-cell activation. Although the diagnostic performance of individual parameters was modest, these readily available CBC-derived indices may provide supportive information alongside clinical and histopathological evaluation. Larger prospective studies are warranted to further elucidate their role in disease characterization and monitoring.

P109
Hematologic Changes Associated With Measles Infection: A Retrospective Chart Review
Faramarz Jabbari-Zadeh1, Michael Samuel2, Benjamin Hedley2, Ana Cabrera2, Johan Delport2, Benjamin Chin-Yee2,3, Cyrus Hsia2,3
1Western University, Schulich School of Medicine & Dentistry, Department of Medicine, London Health Sciences Centre, London, ON, Canada, 2Western University, Schulich School of Medicine & Dentistry, Department of Pathology and Laboratory Medicine, London Health Sciences Centre, London, ON, Canada, 3Western University, Schulich School of Medicine & Dentistry, Division of Hematology, Department of Medicine, London Health Sciences Centre, London, ON, Canada

1. INTRODUCTION: Measles is a highly contagious viral illness caused by Morbillivirus hominis that has seen resurgence in recent years. While the classical clinical features of measles are well documented, diagnostic hematologic abnormalities associated with the infection remain poorly characterized. The current outbreak in Southwestern Ontario, Canada, one of the largest known in North America with over 900 cases reported as of April 2025, offers the opportunity to characterize laboratory abnormalities associated with measles infection, which may yield insights into key clinical features to aid in diagnosis and prognosis in this resurgent viral infection. 2. METHODS: We conducted a retrospective chart review at London Health Sciences Centre from January 1, 2025 to April 25, 2025. All patients who had measles testing performed by serology (measles IgM) and/or PCR during the study period and who had complete blood count (CBC) performed within 10 days of measles testing were eligible for inclusion. Two groups were analyzed: patients with laboratory-confirmed measles infection defined as positive serology and/or PCR test and a control group comprised of patients who tested negative for measles during the same period. Primary analysis compared CBC parameters and peripheral blood smear morphology between groups. Secondary analysis compared clinical outcomes, including hospital admission, intensive care unit (ICU) admission, length of hospital stay, length of ICU stay, and whether laboratory changes predicted clinical outcomes. Statistically significant results were defined by P <0.05. 3. RESULTS: Primary analysis showed statistically significant differences for hemoglobin and eosinophil count, with lower values in measles-positive patients (hemoglobin: t = 2.75; P = 0.0070; eosinophil count: t = 2.20; P = 0.0298). Peripheral blood smear morphology did not differ between groups. In measles-positive patients, anemia was associated with greater rates of hospital admissions (X2 = 4.75; OR = 0.96; P = 0.0438), though this was not associated with differences in other clinical outcomes. There was no statistically significant relationship between eosinophil counts and any of the clinical outcome variables. 4. CONCLUSIONS: The diagnostic laboratory findings and hematologic abnormalities in measles are nonspecific. The association of anemia in measles-positive patients requiring hospitalization suggests that anemia may predict a more severe disease course.  As the diagnosis of measles is based on clinical presentation and confirmed by serology, the role of other laboratory testing is limited but factors such as anemia may be helpful in predicting disease severity.

P110
Differential Responses Of Peripheral Blood Monocytes From Patients With Alzheimer&Rsquo;S Disease To Lipopolysaccharide And Amyloid-Β Stimulation
hye ryoun kim, Soonchul Hong
Chung-Ang University College of Medicine, Seoul, Korea

Introduction: Monocytes are key components of the innate immune system, responsible for the clearance of cellular debris and apoptotic cells through phagocytosis. In response to inflammatory signals, circulating monocytes are rapidly recruited to sites of inflammation, where they differentiate into macrophages and modulate immune responses. Neuroinflammation is now recognized as a central feature of Alzheimer’s disease (AD), the most common neurodegenerative disorder leading to dementia. While the role of resident microglia in AD-related neuroinflammation has been extensively studied, the contribution of systemic inflammation and peripheral monocytes remains poorly understood. In particular, how peripheral monocyte responses vary across different stages of AD and influence neuroinflammatory processes has yet to be fully elucidated. We aimed to assess whether monocyte responses to stimulation differ between individuals with and without Alzheimer’s disease. Methods: Peripheral blood monocytes were isolated from 37 patients with Alzheimer’s disease and 10 cognitively normal controls. Monocytes were cultured under unstimulated conditions or stimulated with lipopolysaccharide (LPS) or amyloid-β for 1 and 5 days. Cytokine and chemokine levels were measured in culture supernatants, and time-dependent changes were assessed by comparing responses between day 1 and day 5. Immune responses were subsequently compared between the Alzheimer’s disease and control groups. Results:  Age and sex distributions were comparable between groups. Total white blood cell counts did not differ, whereas absolute monocyte counts differed significantly between groups (p <0.05). In univariate, unadjusted analyses, monocytes from patients with Alzheimer’s disease exhibited significantly attenuated IL-8 and TNF-α responses to amyloid-β stimulation, along with increased IL-4 responses to LPS, suggesting dysregulated innate immune reactivity. Conclusion: This study suggest that Peripheral monocytes from patients with Alzheimer’s disease show attenuated IL-8 and TNF-α responses to inflammatory and disease-relevant stimuli, indicating dysregulated innate immune reactivity. Rather than reflecting hyperinflammation, these findings suggest immune exhaustion or maladaptive tolerance in chronic neuroinflammatory states. Such impairment may limit effective immune cell recruitment and amyloid clearance, thereby contributing to persistent low-grade neuroinflammation and Alzheimer’s disease pathophysiology.

P111
A Substantial Proportion Of Body Fluid Samples Fall Below The Limit Of Quantification: Implications For Automated Hematology Analyzer Use By Body Fluid Type
Young Kyung Lee1,2, Ju Yeon Shim2, Youngmin Kim2
1Department of Laboratory Medicine, Hallym University College of Medicine , Chuncheon, South Korea, 2Department of Laboratory Medicine, Hallym University Sacred Heart Hospital, Anyang, South Korea

Introduction. Automated hematology analyzers (AHAs) are increasingly used for body fluid (BF) cell counting due to improved efficiency and standardization. However, their clinical applicability is limited when white blood cell (WBC) or red blood cell (RBC) counts fall below the limit of quantification (LOQ), necessitating manual counting. The frequency of such low-count samples and its variation by BF type remain insufficiently characterized. This study evaluated the analytical performance of the Sysmex XN-350 (Sysmex Co., Kobe, Japan) BF mode and assessed the proportion of BF samples below LOQ according to BF type to inform practical laboratory strategies. Methods. WBC-BF and RBC-BF parameters of the Sysmex XN-350 were evaluated. Limit of blank (LOB), limit of detection (LOD), and LOQ were determined in accordance with CLSI guidelines. A total of 3,299 BF samples submitted for WBC and RBC counts between January and December 2025 were included. Specimen types included ascitic fluid (n=1,076), pleural fluid (n=934), cerebrospinal fluid (CSF; n=561), Peritosol (n=319), bile juice (n=173), joint fluid (n=62), pericardial fluid (n=34), pus (n=47), and others (n=93). The distribution of WBC and RBC counts and the proportion of samples below LOQ were analyzed overall and by BF type. Results. The LOBs for both WBC-BF and RBC-BF were 0.0/µL. LODs were 1.0/µL for WBC and 1,000/µL for RBC, while LOQs were 2.0/µL and 2,000/µL, respectively. The analytical measurement range was 2–10,000/µL for WBC and 2–5,000×10³/µL for RBC. Overall, 299 samples (8.7%) had WBC counts below LOQ and 598 samples (18.1%) had RBC counts below LOQ. WBC counts below LOQ were most frequent in CSF (42.4%), followed by bile juice (7.5%) and Peritosol (6.9%), whereas such results were rare in pleural and ascitic fluids (<1%). Similarly, RBC counts below LOQ were highly prevalent in Peritosol (57.1%) and CSF (49.6%), but uncommon in pleural fluid (3.0%) and absent in pus samples. The proportion of samples below LOQ differed significantly according to BF type for both WBC and RBC (p<0.05). Conclusions. A substantial proportion of BF samples, particularly CSF and Peritosol, yield WBC or RBC counts below the LOQ of the XN-350. These marked differences by BF type highlight the need for specimen-specific strategies when applying automated BF cell counting. Incorporating LOQ- and BF type–based decision rules may optimize the appropriate use of AHAs in routine clinical laboratories.

P112
Scatterplot Analysis As A Potential Guide For Peripheral Blood Smear Review In Samples With Low Schistocyte Counts
Maria del Mar Meijon1, Beatriz Astibia1, Sandra Lopez1, Fernando Martin1, Miguel Piris1, Juan Marquet1, Javier Lopez1, Jesus Villarrubia2, Gemma Moreno1
1Department of Hematology, Hospital Universitario Ramon y Cajal-IRYCIS, Madrid, Spain, 2Laboratorio Central de Madrid, UR Salud UTE, Madrid, Spain

Introduction: Schistocytes on the peripheral blood smear are a key morphological finding for the suspicion and monitoring of thrombotic microangiopathies (TMA). According to recommendations from the International Society for Laboratory Hematology, a schistocyte percentage ≥1% is highly suggestive of TMA; however, lower values may be observed in certain clinical situations. In this context, hematology analyzer scatterplots could constitute a resource to support peripheral blood smear performance, as certain scatterplot patterns suggestive of red cell fragmentation may be detectable when schistocyte percentages remain below this threshold. The aim of this study was to evaluate the utility of scatterplot interpretation in samples with schistocyte percentages <1%. Methods: A retrospective observational study was conducted including samples processed during 2025 at Hospital Universitario Ramón y Cajal with schistocytes identified on peripheral blood smear. Hematologic analysis was performed using Alinity hq analyzers (Abbott). Samples were classified according to schistocyte percentage as <1% or ≥1%. Hematimetric parameters were described as median and interquartile range (IQR). IAS1×IAS3 scatterplots were independently and blindly evaluated by two observers and classified using a semi-quantitative grading system (grades 1 and 2). Interobserver agreement was subsequently assessed using Cohen’s kappa coefficient. Results: Thirty-five samples were included; 31/35 (88.6%) corresponded to secondary TMA and 4/35 (11.4%) to acquired thrombotic thrombocytopenic purpura. Based on schistocyte percentage, 16/35 samples (45.7%) showed values <1% and 19/35 (54.3%) ≥1%. The ≥1% group was included for comparative purposes. The median schistocyte percentage was 0.8% (IQR 0.8–0.8) in the <1% group and 1.6% (IQR 1.2–2.4) in the ≥1% group. In the <1% group (n = 16), median (IQR) values were: hemoglobin 8.56 g/dL (7.84–9.66), hematocrit 25.1% (23.5–28.7), RDW 18.2% (16.1–20.7), and platelets 66.4 ×10³/µL (17.0–163.5). In the ≥1% group (n = 19), median (IQR) values were: hemoglobin 8.69 g/dL (8.00–9.91), hematocrit 24.4% (22.7–29.0), RDW 16.6% (16.2–19.3), and platelets 26.7 ×10³/µL (17.7–62.0). Interobserver agreement for scatterplot interpretation was κ = 0.86 in the <1% group and κ = 0.73 in the ≥1% group. Interobserver discrepancies were observed in 3/35 samples (8.6%), at schistocyte percentages ranging from 0.8% to 1.6% (median 1.2%), with heterogeneous hematimetric findings. Conclusions: The results of this study suggest that, in samples with schistocyte percentages <1%, scatterplot interpretation may provide complementary information to support peripheral blood smear performance. However, studies with larger sample sizes are required to confirm these findings.

P113
&Ldquo;Infected Rbc Flag&Rdquo; On Mindray Cal8000 Leading To Development Of A Novel Screening Algorithm For Prevention Of Donor-Derived Malaria In Live-Donor Liver Transplantation (Ldlt) Patients.
ADITI MITTAL1, ANIL HANDOO1, TINA DADU1, PRATYUSH MISHRA1, ABHIDEEP CHAUDHARY2
1Dept of Hematology, BLK-Max Super Speciality Hospital, NEW DELHI, India, 2Dept of HPB Surgery & Liver Transplantation, BLK-Max Super Speciality Hospital, NEW DELHI, India

Introduction:India is one of the large hubs for live donor liver transplantation, with many patients travelling from other countries, especially middle-east and Africa for this procedure. While there are many-a-factor for successful transplantation, a thorough work up of the donor prior to transplantation is imperative. Amongst many pre-procedural investigations, screening for malaria is done using rapid diagnostic test (RDT) based on the identification of plasmodial antigens using immunochromatography, with our centre being no exception. The RDT kit used has specificity for Plasmodium falciparum histidine-rich protein (PfHRP) and Plasmodium vivax-specific pLDH, however, it does not assess the other species of Plasmodium. The challenge though is the sensitivity of RDTs to pick up Plasmodium infection. We herein report 5 cases of non-vivax, non-falciparum Plasmodium infection with negative/non-reactive RDT and positive “Infected RBC flag” (In) on Mindray CAL 8000 and subsequent development of PCR based screening algorithm of malaria screening in Live Donors for organ transplantation, as a screening tool for picking up cases of asymptomatic parasitemia.  Methods: 5 cases of asymptomatic malaria were picked up on CBC analysis using Mindray CAL 8000 and MC80 digital morphology analyzer as apart of the pre-operative screening of donors for Liver Transplantation. Subsequent to RDT screening, PCR based confirmation and identification stands adopted as an algorithm. Results: Positive “In” flag on Mindray CAL8000 raised the suspicion of smear evaluation, subsequent identification of parasite by digital morphology and thick smear, eventually confirmed by PCR. An algorithm to include PCR as a modality for screening of malaria as a part of the Tropical Infection Screening panel stands introduced since then. ~1.5% cases were detected to have asymptomatic malaria based on this algorithm, subsequent to its adoption in our practice. Conclusions: Our case series demonstrates the pressing need for improved screening strategy for malaria in solid organ transplant patients from only RDT to RDT and PCR.

P114
Nt-Probnp As A Biomarker In Monoclonal Gammopathy Of Undetermined Significance And Multiple Myeloma: A Retrospective Analysis
Eun-Hee Nah1, Yong Jun Choi2, Jooheon Park2, Ha Jin Lim3, Yong Jun Kwon3, Myung Geun Shin2
1MEDIcheck LAB, Korea Association of Health Promotion, Seoul, , South Korea, 2Department of Laboratory Medicine, Chonnam National University Hwasun Hospital, Hwasun, , South Korea, 3Department of Laboratory Medicine, Chonnam National University Hospital, Gwangju, , South Korea

Introduction: N-terminal pro–B-type natriuretic peptide (NT-proBNP) is a well-established biomarker of cardiac stress and has recently been implicated in hematologic malignancies. However, research on how NT-proBNP changes from monoclonal gammopathy of undetermined significance (MGUS) to multiple myeloma (MM), and its association with disease severity and progression, remains limited. This study evaluated whether NT-proBNP levels are associated with disease severity and progression in patients with MGUS and MM. Methods: This retrospective cross-sectional study included 121 patients with MGUS and 472 patients with MM. MGUS risk was stratified based on the presence of three major risk factors, while MM was staged according to the ISS, R-ISS, and R2-ISS systems. Associations between NT-proBNP and clinical or laboratory parameters were evaluated using univariate and multivariate regression. Results: NT-proBNP levels did not significantly differ between the MGUS and MM groups. In MGUS, NT-proBNP levels were positively associated with β2-microglobulin (P = 0.018) and creatinine (P <0.001). In MM, NT-proBNP levels increased with advancing disease stage in all staging systems (P <0.001), but these associations were no longer significant in multivariate models. Instead, β2-microglobulin, LDH, creatinine, and albumin remained independently associated with NT-proBNP levels. Conclusions: NT-proBNP levels were not associated with MGUS risk factors and showed limited value for risk stratification in MGUS. In MM, NT-proBNP may reflect disease burden but lacks independent value as a marker of disease stage. NT-proBNP may serve as an indicator of overall disease burden, but has limited value as an independent biomarker for disease severity in MM.

P115
Comparison Of Neutrophil-Lymphocyte Ratio, Neutrophil-Monocyte Ratio, Pan-Immune-Inflammatory Value, C-Reactive Protein, And Procalcitonin In Determining Prognosis Of Neonatal Sepsis
Asvin Nurulita1,2, Mansyur Arif1,2, Arifin Seweng2, Sakina Usman2
1dr. Wahidin Sudirohusodo Hospital, Makassar, , Indonesia, 2Department of Clinical Pathology, Faculty of Medicine, Hasanuddin University, Makassar, , Indonesia

Background: Neonatal sepsis remains a leading cause of global morbidity and mortality,contributing to approximately 13% of all neonatal deaths.The immaturity of the neonatal immune system results in heightened vulnerability to infections and severe systemic immune dysregulation. Imbalances in peripheral blood cell activity—including neutrophils, monocytes, platelets, and lymphocytes—have highlighted the potential of inflammatory biomarkers and derived hematologic indices such as the Neutrophil-Lymphocyte Ratio (NLR), Neutrophil-Monocyte Ratio(NMR),and Pan-Immune-Inflammatory Value(PIV). Although promising,the diagnostic performance of these newer indices compared with established biomarkers such as procalcitonin and C-reactive protein (CRP) requires more comprehensive evaluation for clinical validation. Objective: To evaluate and compare the diagnostic accuracy of NLR, NMR, PIV, CRP, and procalcitonin as predictors of mortality in neonates with sepsis. Methods:This retrospective observational study involved 244 neonates diagnosed with sepsis at dr. Wahidin Sudirohusodo General Hospital, Makassar, during the 2023–2024 period. Subjects were categorized into non-survivor (n=135) and survivor (n=109) groups. Demographic and laboratory data were analyzed using Kolmogorov-Smirnovnormalitytests, Mann Whitney U tests, Independent T-tests, and Pearson correlation tests. Receiver Operating Characteristic (ROC) analysis was performed to determine the Area Under the Curve (AUC) and optimal cutoff values, with p<0.05 considered statistically significant. Results: Birth weight and gestational age differed significantly between groups (p<0.05). Procalcitonin demonstrated the strongest prognostic performance with AUC 0.927(sensitivity 89.6%, specificity 88.1%) with cutoff ≥1.61 ng/mL. NLR showed high accuracy (AUC 0.813) with cut off ≥2.50. Other biomarkers showed moderate accuracy: CRP (AUC 0.734; cut off ≥23.3 mg/dL), NMR (AUC 0.707; cut off ≥4.32), and PIV(AUC0.649; cut off<344.31). Significant positive correlations were observed between procalcitonin and CRP (r=0.418) and between procalcitonin and NLR (r=0.219), indicating a strong association with systemic inflammatory response. Conclusion: Procalcitonin proved to be the superior mortality predictor compared to NLR, NMR, PIV and CRP. The use of Procalcitonin ≥1.61 ng/mL and NLR ≥2.50 is highly recommended as effective early risk stratification instruments in clinical practice to predict poor outcomes and guide more aggressive interventions in neonatal sepsis patients.  

P116
Autoverification For Optimizing Cbc Workflow And Laboratory Efficiency
Karan Paisooksantivatana
Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand

Introduction Accurate and reliable reporting of laboratory results is essential for medical laboratories, especially for high-volume tests such as the complete blood count (CBC) (1). The high workload poses challenges in maintaining analytical quality while improving efficiency (2). Advances in hematology analyzers, middleware, and laboratory information systems have enabled robust autoverification systems that support faster and more consistent reporting (3,4). Reflex testing using optical or fluorescent analytical modes provides added diagnostic value and improves error detection within automated workflows (5). This study aims to develop and validate an autoverification system for CBC testing in our laboratory. Methods A verification workflow was developed to detect potential errors in RBC, WBC, and PLT parameters across the pre-examination, examination, and post-examination phases. The workflow integrated algorithms consisting of verification criteria and corresponding troubleshooting actions (Table 1). Verification criteria included delta checks, individuality indices, cross-channel comparisons, critical thresholds, and analyzer flags/messages. Troubleshooting actions comprise reflex testing using optical or fluorescent analysis, manual specimen manipulation, slide review, and specimen rejection when necessary. Specimens that satisfied all verification criteria were auto-authorized. The rules were evaluated using routine samples processed between 1 and 31 October 2025 to assess their efficiency. Results Using the established workflow results in autoverification of 19,559 of total 23,062 specimens (84.81%). Of the 3,503 CBC results that were blocked from autoverification (15.19%), only 3,378 cases (14.69%) ultimately required slide review. The most frequent conditions being blocked from autoverification included PLT abnormal distribution with PLT-F = Null (6.8%) and the presence of blasts or abnormal lymphocytes when Q > 80 (5.8%). Hemoglobin levels <10.5 occurring for the first time in three months, together with either MCV <80, MCV > 100, RDW-CV > 15%, or a fragments flag, accounted for 4.8% of triggers. Platelet-related parameters were also notable, with PLT-I <100,000 accompanied by PLT-F = Null (3.3%) and PLT-F <100,000 alone (3.3%). Other less frequent triggers included atypical lymphocytes when Q > 140 (1.2%), RBC abnormal distribution with %RET = Null (1.0%), and lymphocyte counts exceeding 5,000/µL when occurring for the first time within 30 days (1.0%). Abnormal WBC scattergrams (0.9%) and IG > 10% (0.8%) contributed to a smaller proportion of cases. Conclusion
The established autoverification algorithm shows strong potential to improve efficiency by reducing manual interventions and shortening turnaround time. These are preliminary findings, and further evaluation of its accuracy, reliability, and clinical impact is ongoing.

P117
Comparison Of Blood Film Review Rates Between Atellica Hema And Advia 2120I Hematology Analyzers
Sharon Radford1, Apostolia Barmpoudi1, Andrew Smith1, Graham Gibbs2
1Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom, 2Siemens Healthcare Laboratory Diagnostics, Camberley, United Kingdom

Introduction: Atellica HEMA 570 and Atellica HEMA 580 analyzers were recently launched by Siemens Healthcare Diagnostics Inc. to replace their legacy ADVIA 2120i Hematology Systems.  Low blood film review rates are a welcome and, increasingly, an expected feature of hematology analyzers in modern high-throughput laboratories. Low blood film review rates improve workflow efficiency while allowing technologists or clinicians time to focus upon cases that add clinical value to the overall patient pathway. During 2025 we replaced our seven ADVIA 2120i systems with three Atellica HEMA 570 and five Atellica HEMA 580 across two sites. We moved from ADVIA 2120i at St James’s University Hospital (SJUH) to Atellica HEMA in our new-build Centre for Laboratory Medicine (CFLM) mid-June 2025. We transferred our general practitioner (GP) work from our Leeds General Infirmary (LGI) site to CFLM at the end of June. We then moved from ADVIA 2120i at LGI to Atellica HEMA in our new Acute Hospital Laboratory (AHL) mid-August 2025. The purpose of this study was to compare blood film review rates between the new Atellica HEMA and our legacy ADVIA 2120i automated hematology analyzers. Methods: Blood count (n=882,555) and blood film review data (n = 25,478) were extracted from our Laboratory Information Management System (LIMS) from January to October 2025 to reflect pre- and post- conversion to Atellica HEMA. Percentage blood film review rates were calculated for each month. Results: Blood film review rates were 2.80% (January), 2.74% (February), 2.82% (March), 2.87% (April), 3.04% (May), 2.86% (June), 3.08% (July), 2.90% (August), 2.79% (September), and 2.95% (October). The average blood film review rate was 2.89%. The highest blood film review rate was recorded in July and was 0.19% above the average. Conclusions: ADVIA 2120i Hematology Systems are typically associated with low blood film review rates and our data supported that. We observed a small increase in July 2025 of 0.19% above average, coinciding with the largest element of our conversion to Atellica HEMA in mid to late June. Staff rapidly familiarised themselves with the new technology and the blood film review rates settled down to those seen previously with our ADVIA 2120i systems, as evidenced by the film review rates recorded from August to October. We are satisfied that there have been no significant changes and blood film review rates remain low with Atellica HEMA hematology analyzers.

P118
Evaluation Of Analytical Precision Of Monocyte Distribution Width (Mdw) In Hospitalized And Emergency Department Patients.
Jennifer Rodriguez-Dominguez, Alba Leis-Sestayo, Isabel Aparicio-Calvente, Laura Jimenez-Añon, Cristian Morales-Indiano, Alicia Martinez-Iribarren
Laboratory department of medicine. Germans Trias i Pujol University Hospital , Badalona, Spain

INTRODUCTION Sepsis is a major global health problem because of its high prevalence and mortality, and because early diagnosis and timely treatment are essential to improve outcomes. For this reason, sepsis biomarkers are widely used in clinical practice. Monocyte distribution width (MDW) is a recently introduced biomarker for sepsis, obtained routinely as part of the complete blood count with differential. Reported cut-off values include 21.5 for emergency department patients (sensitivity 75%, specificity 73%) and 24 for intensive care unit patients (sensitivity 80.6%, specificity 84.5%), both measured in EDTA K3 whole blood. Its negative predictive value makes it a highly useful biomarker for the exclusion of sepsis. However, like all laboratory parameters, MDW measurement is subject to analytical variability. Therefore, this study aimed to evaluate the impact of intra‑assay imprecision on clinically relevant decision thresholds through a repeatability study. METHODS A total of 38 EDTA K3 whole blood samples from hospitalized and emergency department patients were analyzed. Patients were categorized into four groups based on MDW results: group 1 (n=10) MDW 16–21.5; group 2 (n=10) MDW 21.5–24; group 3 (n=10) MDW 24–30; and group 4 (n=8) MDW >30. Groups 1 and 2 include the clinical decision cut-off values. Repeatability was assessed by performing 10 consecutive measurements per sample using a DxH900 analyzer (Beckman Coulter). The mean, standard deviation (SD) and coefficient of variation (CV%) were calculated for each sample. Analytical precision was evaluated against the manufacturer’s specification of a maximum CV of 10% for MDW in patient samples. RESULTS The repeatability assessment demonstrated that the CV% for MDW remained below the manufacturer-specified limit across all groups (Table 1). Three samples showed CV% values slightly above 10% (10.75%, 10.23%, and 10.32%), one in group 3 and two in group 4, respectively). Nevertheless, none of these groups included clinical decision cut-off values. Although overall imprecision remained within acceptable analytical limits, the observed variability may have clinical relevance for samples with MDW values close to established decision thresholds. CONCLUSIONS The coefficient of variation remained within acceptable limits in all patient groups, fulfilling the analytical quality specifications for imprecision. However, despite satisfactory repeatability, analytical imprecision may impact the clinical interpretation of MDW results in patients with values near decision thresholds. Therefore, MDW results should be interpreted alongside the patient’s clinical context and other laboratory findings, and exhaustive follow-up evaluation may be advisable when values are close to established cut-off points.

P119
First Comparative Analysis Of The Behavior Of Hematimetric Biomarkers Associated With Sepsis (Neu-X, Neu-Y, And Mon-X) In Adult Ambulatory Population Versus Intensive Care Patients In Montevideo, Uruguay (2024-2026).
Lucila I Silva1, Cecilia Canessa1, Marco Alpuin2, Gabriela Chocho1, Macarena Acosta1, Miguel Lujan1, Ana K. Ambrosetti1, Jimena Viera1, Gabriela Geymonat1, Rafael Bertullo1, Mariela Luppi2
1Medica Uruguaya (MUCAM), Montevideo, , Uruguay, 2Biodiagnostico, Montevideo, , Uruguay

Introduction The Mindray CAL 8000-211 platform, through the BC-6800 Plus analyzers and SF Cube technology (flow cytometry with forward scatter, side scatter, and fluorescence signals), provides high-resolution three-dimensional information on leukocyte morphology, including cell volume, cytoplasmic/nuclear complexity, and nucleic acid content. Among the derived parameters, Neu-X, Neu-Y, and Mon-X have been proposed as reportable biomarkers for the early detection of sepsis, as they reflect changes in leukocyte activation and maturation. Sepsis is a life-threatening condition and one of the leading causes of mortality; describing the behavior of these parameters in contrasting clinical settings (ambulatory vs Intensive Care Unit (ICU) patients), provides local evidence and supports their clinical implementation. This study represents the first experience in Uruguay with these parameters, with our institution being the pioneer in reporting them in routine local practice. Objective:To compare the values of Neu-X, Neu-Y, and Mon-X between adult ambulatory patients and ICU patients at Médica Uruguaya, as an initial step in evaluating our experience implementing these new parameters. Methods: A retrospective observational study was conducted. • Ambulatory population: anonymized data from 98,891 hemograms processed between December 2024 and October 2025, in patients aged 18–99 years attending general outpatient clinics at MUCAM (specialty clinics were excluded). • ICU population: anonymized data from 3,737 hemograms of patients admitted to the Intensive Care Unit at the central hospital of MUCAM, between June 2025 and January 2026. For each parameter, mean, median, mode, and standard deviation were calculated. Comparisons between populations were performed using Welch’s t-test, Mann–Whitney U test, and calculation of effect size (Cohen’s d). Results: All parameters showed statistically significant differences (p <0.0001). • Neu-Y was the most discriminant parameter, with a large effect size. • Neu-X showed medium-sized differences, clinically relevant. • Mon-X presented a small to medium effect, although statistically significant. Conclusion: The parameters Neu-X, Neu-Y, and Mon-X demonstrated significant differences between ambulatory and critically ill patients. Neu-Y stands out as the biomarker with the greatest discriminative power, followed by Neu-X, while Mon-X contributes more modest differences. These initial results provide local evidence on their behavior in critical populations and support future evaluations with clinical stratification and correlation with outcomes. This work represents the first national evidence on Neu-X, Neu-Y, and Mon-X, positioning our institution as the initial reference in their implementation and reporting.

P120
Performance Evaluation Of Mindray Bc-6800 Plus Versus Sysmex Xn 1000 And Dxh 800 Hematology Analyzers
Sonya F. Soliman1, Mohamed Kamal2, Roxan Shafik1, Mohamed Zaki1, Amr Hussein 1, Mai Abdelwahab1, Mohamed Ahmed1
1Clinical Pathology Department, Children Cancer Hospital of Egypt , 57357, Cairo, , Egypt, 2Clinical Research Department, Children Cancer Hospital of Egypt, 57357, Cairo, , Egypt

Introduction: Automated hematology analyzers are indispensable for modern laboratory medicine. They provide rapid, reliable, and standardized results essential for clinical decisionmaking. The Mindray BC6800 Plus represents a new generation of hematology analyzers. It offers advanced technologies for improved accuracy and efficiency. Key advantages include high throughput and robust differential analysis. However, adoption of new analyzers requires rigorous validation. Benchmark instruments such as DxH800 and Sysmex XN1000 are widely trusted worldwide. They serve as reference standards for hematology testing. Therefore, systematic comparison with DxH800 and Sysmex XN1000 is essential. This study addresses that need by evaluating performance across key hematology parameters. Methods: A total of 3952 EDTA-anticoagulated blood samples were analyzed. 1999 complete blood counts (CBCs) were processed on the DXH800 and Mindray BC-6800 Plus, while another 1953 were run on the Sysmex XN1000 and Mindray BC-6800 Plus. Comparative performance was evaluated against Clinical Laboratory Improvement Amendments (CLIA) 2025 total allowable error limits for red blood cell ( RBC), white blood cell (WBC), hemoglobin (HGB), and platelets (PLT) parameters, ensuring analytical accuracy and clinical acceptability. Results: Comparing Sysmex XN 1000 with Mindray BC-6800 Plus, excellent correlation was observed for all CBC parameters (r >0.995). WBC showed minimal negative bias (-1.68%) with 96.7% of results within CLIA limits. RBC demonstrated the lowest agreement, with 93.2% within CLIA criteria. HGB showed the best performance, with negligible bias (-0.61%), perfect proportionality (slope=1.000), and 99.1% of results within CLIA limits. PLT exhibited the greatest positive bias (+7.34%) but maintained 95.8% of results within acceptable limits. As regards results of DXH 800 versus Mindray BC-6800 Plus, WBC counts showed the lowest compliance with CLIA criteria, with 89.2% of results meeting acceptance limits. PLT measurements exhibited the highest systematic bias (+7.09%) but remained largely within CLIA limits (96.8%). HGB showed the best performance, with minimal bias (-1.39%), the highest CLIA compliance (99.3%). RBC parameters also showed good agreement, with (97.0%) of results meeting CLIA acceptance criteria. Conclusion: Mindray BC-6800 Plus analyzer demonstrated excellent analytical comparability with both the DXH800 and Sysmex XN 1000 reference systems. All CBC parameters showed strong correlation (r >0.995) and high clinical agreement, with HGB consistency showing the highest compliance (>99%). While minor systematic biases were observed in PLT and WBC counts, the vast majority of results remained within acceptable CLIA limits. These findings support the clinical suitability and reliability of the Mindray BC-6800 Plus for routine hematological analysis.

P122
Evaluation Of Complete Blood Count-Derived Ratios In Ischemic Stroke. A Preliminary Report
Konstantina Tsioni1, Eftychia Nikolakopoulou2, Angeliki Karyoti1, Aristeidis Chalvantzis1, Marianthi Issa1, Aikaterini Karantani1, Dimitrios Komilis3, Eleni Vagdatli1
1Biopathology Laboratory, Hippokration General Hospital,, Thessaloniki, Greece, 2Biopathology Laboratory, Xanthi General Hospital, Xanthi,, Xanthi, Greece, 3Department of Environmental Engineering, Democritus University of Thrace, Xanthi, Greece

IntroductionIschemic stroke (IS) is a leading cause of morbidity and mortality worldwide. Inflammation and immune dysregulation plays a critical role in atherogenesis, atherosclerosis, IS pathophysiology and clinical outcome. A variety of biomarkers like hsCRP, D-Dimers, neuron-specific enolase(NSE), glial fibrillary acidic protein (GFAP) have been studied in IS to investigate and establish a relationship with inflammation, neuronal damage, endothelial dysfunction and thrombosis. Several had associations with IS severity, outcome, infarct size and hemorrhagic transformation. Nevertheless, hsCRP and D-Dimers lack specificity and the novel biomarkers are not widely available due to cost, lack of technical installations and standardized methods. Ratios derived from Complete Blood Count (CBC) parameters such as Neutrophil-to Lymphocyte ratio (NLR), Neutrophil-to-Monocyte ratio (NMR), Lymphocyte-to-Monocyte ratio (LMR) and Platelet-to-Lymphocyte ratio (PLR) are ratios of interest for a lot of scientists because they are easy to access, cost-effective and readily available. Neutrophils induce innate cellular immune response, Lymphocytes induce adaptive cellular immune response, activated macrophages and T cells infiltrate atherosclerotic plaque. Novel studies demonstrated that several diseases with inflammatory pathophysiology, such as cardiovascular diseases, malignancies, infectious and inflammatory disorders benefit from these ratios. Likewise, in IS these ratios may contribute to management and prognosis. CBC was determined, CBC-derived ratios were calculated in patients with IS and were compared with a control group, investigating their relevance with IS.   Methods: 97 individuals admitted to a tertiary care hospital were studied. 56 suffered an IS, had a median age of 61(33-76)years and constituted Group A. 46 healthy individuals constituted the control Group (Group B) with median age 47(19-75)years. Patients with hematological malignancies, solid tumors and women in pregnancy were excluded. CBC was determined on UniCell DXH800 (Beckman Coulter). To compare medians between the two groups, the SPSS® v. 29 and the non-parametric Mann-Whitney U test were used. The discriminatory ability of CBC-derived biomarkers to differentiate between the two groups was evaluated using a ROC curve. Level of statistical significance, p<0.05.   Results: NLR was statistically significant higher, p<0.05 and LMR was statistically significant lower, p<0,001 in Group-A. No statistically significant difference was found between the two groups regarding NMR and PLR, p=0.950 and p=0.762, respectively. NLR showed moderate but statistically significant discriminatory ability between groups and better discriminatory ability compared to the other ratios(AUC=0.677, p<0.05).   Conclusion: CBC-derived ratios, NLR, NMR, LMR and PLR may not be statistically superior to novel biomarkers but they are practically superior. They are readily available, low-cost and worldwide available because CBC is determined upon admission everywhere. They reflect systemic inflammation, immune response and thromboembolic burden which are crucial in IS. NLR and LMR were significantly higher and lower, respectively in patients with IS reflecting the inflammatory response and the changes in neutrophils, lymphocytes and monocytes. Neutrophils move to Central Nervous System within a few hours after IS. Lymphocytes produce various cellular mediators that modulate the inflammatory response. Monocytes infiltrate atherosclerotic plaque. NLR and LMR may facilitate early risk stratification and may be useful for patients management and monitoring because they are easy to repeat and detect dynamic changes of patients clinical condition. It is crucial to continue the study with a larger patient sample size and correlate NLR and LMR with outcomes.     

P123
Dynamics Of Hematological Parameters During Iron Therapy In Patients With Iron Deficiency Anemia And Latent Iron Deficiency
Irina V Tyutlina1, Yuliana Y Agametova2, Elena A Sukhacheva3
1LLC "Center for Laboratory Diagnostics", Novosibirsk, Russia, 2Beckman Coulter Ltd., Moscow, Russia, 3Beckman Coulter Eurocenter, Nyon, Switzerland

Introduction. Iron deficiency anemia (IDA) is a common condition, particularly among women. Latent iron deficiency (LID) occurs when hemoglobin remains normal despite depleted iron stores, which, if untreated, can progress to IDA. Both conditions are managed with iron supplementation. This study aimed to evaluate changes in hematological and reticulocyte-related parameters during iron therapy, including research-use-only (RUO) parameters—Red Blood Cell Size Factor (@RSF), Microcytic Anemia Factor (@MAF), and Low Hemoglobin Density (@LHD)—available on the UniCel DxH 800 and UniCel DxH 900 hematology analyzers. Methods. Fifteen female patients (aged 21–48 years) presenting with symptoms such as fatigue, weakness, and hair loss were enrolled at LLC "Center for Laboratory Diagnostics", Novosibirsk (Russia). Initial evaluation included complete blood count with differential and reticulocyte analysis (CBC-Diff-Ret) on UniCel DxH 800 hematology analyzer (Beckman Coulter Inc., USA), iron metabolism tests (iron, UIBC, TIBC, transferrin, ferritin, transferrin saturation, high-sensitivity CRP) on DxC 700 AU analyzer (Beckman Coulter Inc., USA), and vitamins B9 (folate) and B12 on UniCel DxI 800 analyzer (Beckman Coulter Inc., USA). Patients diagnosed with IDA or LID received oral or intravenous iron therapy. Follow-up assessments (CBC-Diff-Ret, ferritin, CRP) were performed on days 10, 30, and 90 after treatment started. Results. Of the 15 patients, 6 had LID, 3 had IDA (one with inflammation defined by elevated CRP), 3 had combined LID with B12 and/or folate deficiency, and 3 had IDA with B12 and/or folate deficiency. IDA patients without inflammation showed low hemoglobin, MCV, MCH, ferritin, @RSF, and mean reticulocyte volume (MRV), with normal-high @LHD. LID patients had low ferritin, normal hemoglobin and MCV, low-normal MRV and @RSF, and normal @LHD. During treatment, MRV, @RSF, and @MAF increased, while @LHD decreased in both groups, as presented on the examples for IDA and LID patients on figure 1. Notably, in IDA patients, increases in @RSF and MRV occurred earlier than significant rises in hemoglobin and MCV (figure 1). In LID patients, iron therapy improved clinical symptoms and ferritin levels, while hemoglobin and MCV remained within normal ranges. Conclusions. Reticulocyte-related and RUO parameters provide valuable insights for monitoring iron therapy in IDA and LID patients, enabling earlier detection of treatment response and supporting clinical decision-making. For LID patients, early treatment is critical as it may eliminate symptoms and reduce the risk of progression from LID to overt anemia. @For research use only. Not for use in diagnostic procedures.

P124
Predictive Model Based On Cell Population Data For 30 Days -Mortality In Community-Acquired Pneumonia
Eloisa Urrechaga, Monica Fernandez, Ane Uranga, Urko Aguirre
Hospital Universitario Galdakao Usansolo, Galdakao, Spain

Background: Community-acquired pneumonia (CAP) is a major health system burden due to its high death and morbidity rates. Biomarkers of inflammation,  like C-Reactive Protein  and Procalcitonin and prognostic scores, ie CURB-6 , have been developed to support the assessment of severity in patients with CAP, but the predictive power is limited or expensive. Cell Population Data (CPD)  quantify the granularity, volume, and nucleic acid content of leukocytes and their morphological variations and changes of functionality in response to infectious stimuli. We aimed to evaluate the predictive power of CPDs in the prognosis of patients with CAP in terms of  mortality in 30 days. Methods: A prospective study was conducted including hospitalized patients (age≥ 18 years) with a confirmed CAP diagnosis by chest radiography and compatible symptoms; patients with immunosuppression or recent hospitalization were excluded. Demographic, clinical, and analytical data were recorded at admission. Complete Blood counts were analyzed with Sysmex XN20 counter. CPD were recorded at admission (arbitrary optical units, au). Non-parametric Wilcoxon test was used to compare CPDs according to vital status. A logistic regression model was developed in order to determine those CPDs relevant to the prognosis. A score based in analytical and clinical variables was defined. The area under the ROC curve (AUC) was calculated to verify the robustness of this model. Statistical significance was set  p<0.05. Results:  One hundred and eighty eight patients were studied. NE-WY≥ 617 au, MO-Y≥ 130 au, MO-WY≤ 667 au, male gender and age ≥ 65 years were identified as predictors of 30-day mortality. The  score was composed with NE-WY≥ 617 weight of 2 points, MO-Y≥ 617, MO-WY≤ 667 and male gender scored with 3 points respectively and age ≥ 65 years scored with 8 points; the   predictive accuracy was AUC 0.82 , 95%, confidence interval 0.77-0.86). The score categorized into risk groups showed the highest risk among patients with ≥16 points. Conclusions: CPDs could be useful in the evaluation of patients at admission to predict the severity of CAP. Those related to the innate immune response were found to be relevant to predict mortality of patients admitted for CAP.

P125
A Comparative Evaluation Of Domain-Specific Versus General-Purpose Large Language Models For Complete Blood Count Report Interpretation
Di Wang1, Donglan Yao2, Jianping Xiao2, Xiaosen Bian2, Xiaomei Zhang2, Haoqing Jiang1
1Department of Laboratory Medicine, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, , China, 2Hematology Product Development Department, Shenzhen Mindray Bio-Medical Electronics Co. Ltd, Shenzhen, , China

Background: Large language models (LLMs) have demonstrated significant potential in laboratory medicine, particularly for interpreting complex diagnostic data. However, systematic evaluations remain insufficient regarding whether general-purpose LLMs can match the performance of domain-specific models in interpreting laboratory reports. This study aims to compare the performance of domain-specific LLMs versus general-purpose LLMs for interpreting complete blood count (CBC) reports. Methods: We developed a domain-specific model for CBC report interpretation (CBC-LLM), which uses clinical context, CBC parameters, historical results, and peripheral blood morphology data as inputs. CBC-LLM was built on the Qwen3-14B backbone and trained using a two-stage domain-adaptive fine-tuning strategy: construction of a structured knowledge base covering nearly 10,000 diseases to support standardized retrieval; and optimization through expert preference alignment. We compared CBC-LLM with three general-purpose models (GPT-5.2, Gemini-3 Pro, and the base Qwen3-14B model). The evaluation comprised 100 CBC analysis cases involving suspected hematologic disorders, infectious diseases, anemia, coagulation abnormalities, and critically ill patients. All models generated interpretation reports using a unified prompt. The outputs were independently reviewed by an expert committee comprising two laboratory medicine specialists and one hematologist, with reviewers blinded to model identify. Reports were assessed using a 5-point Likert scale across four dimensions: completeness of abnormality descriptions, accuracy of disease analysis, usefulness of clinical recommendations, and clinical safety. Group differences were analyzed using ANOVA. Results: Among the 100 included cases, CBC-LLM achieved performance comparable to GPT-5.2. For completeness of abnormality description, Gemini-3 Pro scored significantly higher than CBC-LLM and GPT-5.2 (4.73 vs 4.47; 4.73 vs 4.36; both p<0.05), while CBC-LLM outperformed its base model Qwen3-14B (4.47 vs 4.09; p<0.05). For accuracy of disease analysis, CBC-LLM showed no statistically significant differences compared with Gemini-3 Pro or GPT-5.2 (4.80 vs 4.91; 4.80 vs 4.75; p>0.05). For usefulness of clinical recommendations, CBC-LLM, Gemini-3 Pro, and GPT all scored significantly higher than Qwen3-14B (4.75, 4.73, 4.60 vs 3.85; all p<0.05). For clinical safety, all models achieved scored ≥4.90, with no statistically significant between-group differences. Conclusions: This evaluation of CBC report interpretation indicates that, through domain-adaptive pretraining and fine-tuning, CBC-LLM achieved performance comparable to commercial paid models with fewer parameters, suggesting substantial effectiveness advantages and application potential for domain-specific models in specialized medical settings

P126
Leukopenia, Thrombocytopenia, And Beyond: Hematological Signatures Of Dengue Infection In A Malaysian Cohort
Shafini M. Yusoff1,2, Marini Ramli1.2, Rosnah Bahar1,2, Noor Haslina M Noor1,2, Mohd Nazri Hassan1,2, Zefarina Zulkafli1,2
1Department of Haematology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia, 2Hospital Pakar Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia

Introduction: Recently the incidence and mortality of dengue fever have shown a consistent rise in tropical regions, including Malaysia. The clinical manifestations of dengue infection frequently resemble those of other febrile illnesses, complicates early and accurate diagnosis. Although the serology diagnostic test offers high specificity, their application is limited by cost, availability and time constraints. In contrast, routine hematological parameters provide a rapid, affordable, accessible and informative alternative that reflects disease progression. However, real-world data characterizing comprehensive hematological signatures, including derived inflammatory indices in dengue-suspected patients remain limited in Malaysian cohorts. This study, therefore, aims to investigate the distribution of dengue-positive cases and evaluate hematological variations between dengue-positive and dengue-negative patients. Methods: This was a cross-sectional single center study from a tertiary Hospital in Northeast of Malaysia. All patients who were presented with acute fever suspected to have dengue from 2023 till 2025 were included.Diagnosis was confirmed using NS1 antigen and IgM antibody tests. Those with serology negative were the control group. A total of 200 patients were analyzed, comprising 126 dengue-positive and 74 dengue-negative cases.  Hematological parameters were measured using automated hematology analyzers Mindray BC-6000 series, independent t-test was performed to compare mean values between dengue-positive and dengue-negative groups. A p-value of less than 0.05 was considered statistically significant. Results:Among the 126 dengue-positive patients, 82.5% were positive for NS1 antigen, 10.3% for IgM antibody, and 7.1% for both markers. Females accounted for 61.1% of positive cases, while males represented 38.9%. The most affected age group was between 16 and 45 years (53.2%). Hematological findings revealed leukopenia in 63.5% and thrombocytopenia in 64.3% of dengue-positive patients. The mean age of dengue-positive individuals (36.4 years) was significantly lower than dengue-negative patients (52.5 years). Significant decreases were observed in WBC, hemoglobin, hematocrit, and MCHC levels (p <0.001). Conversely, MCV, platelet count, PDW, MPV, and PCT showed no significant differences. Neutrophil counts and absolute neutrophil levels were markedly reduced (p <0.001), while absolute lymphocyte, monocyte, and eosinophil count also showed significant reductions (p <0.05). Moreover, inflammatory indices derived including NLR (p= 0.013) demonstrated statistical significance, suggesting their diagnostic relevance. Conclusions:Dengue infection was more prevalent among females and younger adults. Leukopenia, thrombocytopenia, and significant reductions in key hematological parameters were characteristic findings among dengue-positive patients. Routine hematological testing thus serves as a rapid, cost-effective diagnostic tool to support early detection and management of dengue infection.

P127
Rapid Detection Parameter For Sepsis (Rdps): A Multiparameter Hematological Biomarker For The Early Diagnosis Of Sepsis In Emergency Departments
Xiaohe Zheng1, Weidong Chen2, Yating Zhao3, Shiyao Pan4, Liang Zhou4, Yan Liu4, Shihong Zhang1
1Department of Laboratory Medicine, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, , China, 2Emergency Department, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, , China, 3Department of Laboratory Medicine, Nansha, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, , China, 4Department of Clinical Research & Medical Affairs, Shenzhen Mindray Bio-Medical Electronic Co., Ltd., Shenzhen, , China

Background: Sepsis is a life-threatening condition characterized by a dysregulated host response to infection, leading to organ dysfunction and high mortality. Early recognition and intervention are critical for improving clinical outcomes, yet timely diagnosis in the emergency department (ED) remains challenging. Despite the existence of multiple hematological parameters and biomarkers for sepsis diagnosis, most suffer from insufficient sensitivity or specificity. They often fail to distinguish sepsis from other inflammatory conditions due to overlapping clinical manifestations, resulting in delayed diagnosis, inappropriate treatment, and poor prognosis. Procalcitonin (PCT) and monocyte distribution width (MDW), as commonly used biomarkers, still have limitations in clinical application, which highlights the urgent need to develop more reliable and efficient diagnostic tools to address unmet clinical needs. Methods: A retrospective study was conducted using data from the Mindray BC-6800 plus hematology analyzer, including training and validation cohorts. The training cohort involved screening 6520 emergency department (ED) patients aged ≥18 years (June–August 2024), of whom 827 met inclusion criteria (complete clinical data, C-reactive protein (CRP)/procalcitonin(PCT)/routine blood test results, and 30 random patients monthly). From these 827 patients, 195 (146 non-sepsis, 49 sepsis) were randomized for monocyte distribution width (MDW) testing. The validation cohort included 2297 ED Observation Room patients (November 2023–October 2024); 356 were eligible (matching training cohort inclusion criteria, excluding overlap with the training cohort), comprising 302 non-sepsis and 54 sepsis patients. Diagnostic performance was evaluated via receiver operating characteristic (ROC) curve analysis, with area under the curve (AUC) as the primary metric: the training cohort identified promising parameters, and the independent validation cohort confirmed their clinical utility. Results: In the training cohort, the parameter N_WBC_SFL_W showed an AUC of 0.81 (95% CI: 0.74-0.88). A novel combination parameter (N_WBC_SFL_W and D_Mon_SSC_W), named the Rapid Detection Parameter for Sepsis (RDPS), demonstrated the best performance with an AUC of 0.85 (95% CI: 0.78-0.92), sensitivity of 79.6%, and specificity of 80.8%. This outperformed PCT (AUC: 0.80; 95% CI: 0.72-0.86) and MDW (AUC: 0.76; 95% CI: 0.69-0.84). In the validation cohort, the RDPS maintained a specificity of 80.8% with a sensitivity of 66.7%. Conclusion: The novel hematological parameter RDPS shows promising diagnostic efficacy for sepsis compared to PCT and MDW. Its implementation in the ED could facilitate earlier, more accurate identification of septic patients, supporting timely intervention and potentially improving outcomes. Keywords: sepsis, emergency department, diagnosis, hematological parameter

P128
Machine Learning-Based Early Screening Of Myelodysplastic Syndromes Using Complete Blood Count
Guoqing Zhu1, Juan Zhang2
1Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China, 2Sichuan Academy of Medical Sciences & Sichuan Provincial People’s Hospital, Chengdu, China

Background: Myelodysplastic syndromes (MDS) are hematopoietic stem cell-originated disorders with high progression risk to acute myeloid leukemia. Current diagnosis relies on invasive bone marrow aspiration and cytogenetic testing, which are time-consuming, costly, and susceptible to interference from cytopenic caused by inflammation or immune disorders. There is an urgent need for a cost-effective, rapid laboratory screening tool to differentiate MDS from other cytopenias. This study aims to develop an MDS risk prediction model using routine blood test parameters to reduce unnecessary invasive procedures and improve early screening. Method: This retrospective cohort study included 854 samples: 80 confirmed MDS patients, 412 cytopenia patients without MDS morphological evidence, and 362 age-matched healthy controls. All diagnoses followed international standards. Complete blood count parameters were analyzed using the Dymind DH-800 serial hematology analyzer. Multiple machine learning algorithms (decision trees, random forests, XGBoost, SVM) were trained with SMOTE for class imbalance. Model performance was evaluated by AUC, with SHAP analysis for feature importance and interpretability. Results: Feature selection analysis using the Gain algorithm identified eight key parameters, including two conventional hematological parameters (hemoglobin, HGB; platelet count, PLT) and six leukocyte scatter plot-derived parameters (DIFF_NEU_Y, WNR_WBC_X, DIFF_LYM_Y, DIFF_WBC_Y, DIFF_MON_Y, DIFF_MON_Z). These parameters are ranked in descending order of their Gain values, reflecting their respective contributions to MDS risk prediction. The support vector machine (SVM) demonstrated superior diagnostic performance among tested algorithms. In an independent validation set (27 MDS, 120 cytopenia, 110 healthy controls), the SVM model achieved 81.48% sensitivity, 99.57% specificity, and an AUC of 0.98 for MDS warning. This performance significantly surpassed the Horiba-MDS scoring system (65% sensitivity, 90.6% specificity, AUC 0.841), showing clear advantages in differentiating MDS from non-malignant cytopenias. Conclusion: We successfully developed an MDS screening model based on routine parameters from the Dymind DH-800 serial hematology analyzer. The high specificity (99.57%) and good sensitivity (81.48%) of the model support its feasibility as a clinical warning tool. This digital solution enables efficient differentiation of MDS from other cytopenias, promoting a shift from invasive to non-invasive screening paradigms.

P129
Evaluation Of Different Methods Of Reporting And Interpretation Of Drvvt Testing
Zahra Al-Ghammari1, Muntadhar AL-Moosawi 2
1Oman Medical Specialty Board, Muscat, Oman, Oman, 2Cleveland Clinic, Abu Dhabi, UAE. , United Arab Emirates

Evaluation of Different Methods of Reporting and Interpretation of DRVVT Testing   Dr Zahra Al-Ghammari1, Dr Muntadhar AL-Moosawi 2 1 Hematopathology Residency Training Program, Oman Medical Specialty Board, Muscat, Oman. 2 Pathology And Laboratory Medicine, National Referance Laboratory, Cleveland Clinic Abudhabi,UAE. Abstract:
  Background: Antiphospholipid syndrome (APS) is an autoimmune thrombophilia characterized by recurrent thrombosis and pregnancy morbidity in the presence of persistent antiphospholipid antibodies (aPL). Diagnosis requires both clinical manifestations and persistently positive aPL, including lupus anticoagulant (LA). The Dilute Russell’s Viper Venom Time (DRVVT) assay is a central tool in LA detection; however, variability in reporting and interpreting DRVVT results across laboratories introduces inconsistency in diagnosis and clinical decision-making. Aim: To compare three DRVVT reporting methods and determine the most reliable interpretive approach to support standardization and improve diagnostic accuracy. Methods: We conducted a cross sectional study, including the results of all samples with positive DRVVT screen tests performed in the period from September 2022 to September 2023 at a referral coagulation laboratory in Oman. Three different reporting methods were compared. These methods are (1) index-based method (IB): [DRVVT screen - DRVVT confirm / DRVVT screen], (2) ratio-based method (RB): [DRVVT screen / DRVVT confirm], and (3) normalized ratio method (NR): [DRVVT screen ratio / DRVVT confirm ratio] which involves obtaining ratios at each step by comparing the patients result with normalized pooled plasma (NPP) By evaluating different approaches, the study seeks to identify optimal practices at a referral coagulation laboratory in Oman,to enhance diagnostic accuracy and facilitate standardized reporting in diverse clinical settings. The Agreement between methods was assessed using Kappa Coefficient. Results: A total of 101 results were analyzed. Concordance among all three methods was observed in 64% of cases (65/101). The strongest agreement was found between the NR and IB methods (κ= 0.742; 95% CI: 0.598–0.885). Between these two methods, 5 cases were positive by NR but negative by IB, while 6 cases were positive by IB but negative by NR. Agreement was substantially lower between NR and RB (κ= 0.301; 95% CI: 0.014–0.589) and between IB and RB (κ= 0.300; 95% CI: 0.120–0.479). Conclusion: The study highlights the need for standardized DRVVT reporting to reduce inconsistencies in LA interpretation. Among the evaluated methods, the normalized ratio approach demonstrated the highest reliability and strongest agreement, supporting its use as the preferred reporting method in clinical laboratories.

P131
Haematological Biomarkers: Von Willebrand Factor, Adamts13 And Fvw/Adamts13 Ratio In Atrial Fibrillation Patients With Or Without Ischemic Stroke.
Carlos Arean-Martinez1, Alan F Cano-Mendez2, Nallely Garcia-Larragoiti2, Larissa Herrera-Rodríguez1, Martha Eva Viveros-Sandoval2
1Servicio de Cardiología. Hospital General Miguel Silva, SSM, Morelia , Mexico, 2Laboratorio de Hemostasia y Biología Vascular. "Ignacio Chavez" School of Medicine, UMSNH., Morelia, Mexico

Background: 
Atrial fibrillation (AF) is the most common arrhythmia worldwide and is directly associated with thrombotic events. Clinical scales such as CHA2DS2-Vasc can identify thrombotic risk; however, they may have limitations. The measurement of haematological biomarkers such as von Willebrand factor (vWF), the restriction enzyme ADAMTS13, and the FvW/ADAMTS13 ratio, as well as imaging biomarkers such as arterial calcium, has been shown to impact the identification of thrombotic risk in patients with AF. Aim: To assess FvW, ADAMTS13, FvW/ADAMTS13, and coronary calcium scores in patients with AF with and without a history of ischemic stroke (IS) who were receiving anticoagulant therapy or not. Patients and Methods: 88 patients in 5 groups: patients with AF without IS receiving oral anticoagulant therapy (DOAC), patients with AF with IS receiving DOAC therapy, patients with AF without IS receiving no treatment, patients with AF with IS receiving no treatment, and a group of patients without AF matched for age and comorbidities. The concentration of FvW and ADAMTS13 was determined by ELISA, and the FvW/ADAMTS13 index was calculated. Calcium scores were determined by cardiac tomography. Results: 40% female patients, average age 71.55 years. Higher FvW concentrations were found in AF patients not receiving anticoagulant therapy (391.82 ± 208.46 and 394.43 ± 153.55, p=<0.01). A positive correlation was found between FvW and the CHA2DS2-Vasc scale, with higher concentrations in patients at greater risk of embolism. A negative correlation was found between ADAMTS13 and the CHA2DS2-Vasc scale. No correlation was found between the coronary calcium score and biomarkers; however, a calcium score >100 AU was observed in 48.8% of patients. Conclusions: FvW is a haematological biomarker of endothelial dysfunction, useful for assessing the risk of cardiovascular complications, which is elevated in patients with AF who are not receiving DOAC therapy. ADAMTS13 concentrations were lower in patients with a history of IS. Assessment of coronary calcium score may be useful for identifying patients at higher risk of embolic complications and for the etiological diagnosis of AF.

P132
Validation Of The Revohem&Trade; Fib Lrt Reagent On The Cn-3000 Analyzer: Analytical Performance And Method Comparison
Ivana Buttice, Anne-sophie Vandoorne, Samuel Vandooren, Jonathan Brauner, Phuong Ngyuen
Clinical laboratory CH EpiCURA , 7800 Ath, , Belgium

Introduction Fibrinogen is a plasma glycoprotein involved in platelet aggregation and fibrin formation during secondary hemostasis. Congenital or acquired fibrinogen disorders lead to quantitative or qualitative abnormalities affecting clot stability and are routinely assessed using the Clauss method, the reference technique based on thrombin-induced clotting time in diluted plasma. The aim of this study was to evaluate the analytical performance of the Revohem™ FIB LRT reagent on the Sysmex CN-3000 analyzer and to assess its commutability with established fibrinogen reagents. Materials and Methods Analytical performance was assessed for repeatability, within-laboratory precision, accuracy, linearity, limit of quantification (LOQ), stability, carryover, and hemolysis interference. Measurements were performed using Revohem™ FIB LRT, Dade Thrombin, and QFA Thrombin reagents with standardized calibration and daily internal quality controls. Repeatability and within-laboratory studies were conducted using pooled plasma samples and commercial controls, while accuracy was evaluated using Sciensano external quality assessment samples. Method comparison was performed on forty patient samples using Deming regression and Bland–Altman analyses on the Sysmex CN-3000 and ACL TOP CTS 300 analyzers. Hemolysis interference was assessed by artificially inducing hemolysis in vitro through freezing plasma with red blood cells, with measurements performed at hemoglobin concentrations up to 400 mg/dL. Linearity and LOQ were determined by serial dilutions, stability was evaluated over 48 hours, and carryover was assessed by alternating high- and low-fibrinogen samples. Results Revohem™ FIB LRT demonstrated excellent repeatability and within-laboratory precision, with coefficients of variation below 5.4%. Accuracy was confirmed by Z-scores below 3. Revohem™ FIB LRT demonstrated linearity from 0.84 to 7.18 g/L, LOQ at 0.84 g/L, stability deviation below 5% after 48 hours, and a carryover rate of 1.12%. Hemolysis interference testing revealed reagent-dependent effects. Revohem™ FIB LRT and Dade Thrombin maintained analytical stability with negligible bias even at high hemoglobin concentrations, while QFA Thrombin showed fibrinogen overestimation and increased variability under moderate to severe hemolysis (≥ 200 mg/dL hemoglobin). Method comparison showed no systematic or proportional bias when compared with Dade Thrombin, whereas both types of bias were observed with QFA Thrombin.  Conclusions The Revohem™ FIB LRT reagent on the Sysmex CN-3000 analyzer showed robust analytical performance and good commutability with reference methods. Unlike QFA Thrombin, it preserved analytical accuracy in the presence of hemolysis. These results support its suitability for reliable fibrinogen quantification in routine clinical hemostasis laboratories.

P133
Characterizing Coagulation Dynamics In Hormonal Contraception Users Using Thromboelastography
Stefania Coroneos1, Regan Bucciol1, Yousra Tera1,2, Maica Yunon3, Caroline Mwubaha3,4, Maha Othman1,2,3
1Queen's University, Kingston, ON, Canada, 2Mansoura University, Mansoura, Egypt, 3St. Lawrence College, Kingston, ON, Canada, 4Infectious Disease Research Collaboration, Kampala, Uganda

Introduction: Hormonal contraception (HC) is widely used for both fertility regulation and management of hormonally mediated conditions, yet it is associated with an increased thrombotic risk. This risk is largely attributed to estrogen-mediated shifts toward a procoagulant state, though the magnitude and clinical relevance of these changes vary by formulation, route of administration, and individual susceptibility. Conventional coagulation assays are limited in their ability to detect hypercoagulability or predict the risk. This study interrogates coagulation dynamics among HC users and non-users using thromboelastography (TEG) to characterize differences in clot initiation, propagation, and thrombus generation.   Methods: In this cross-sectional study, 83 healthy women aged 18-48 years were recruited, including 44 HC users and 39 non-users. Blood samples were collected during the first 14 days of the menstrual cycle to minimize hormonal variability. TEG analysis was performed using the TEG® 5000 system, assessing standard parameters (R, K, α-angle, MA, CI, LY30) and thrombin generation-derived measures obtained from first-derivative velocity curves (TG, maximum rate of thrombus generation [MRTG], and time to maximum rate of thrombus generation [TMRTG]). Group comparisons were conducted using Wilcoxon rank-sum tests due to non-normal distributions; MRTG was additionally evaluated using a parametric t-test as a sensitivity analysis. Effect sizes were calculated, and principal component analysis (PCA) was used to assess multivariate coagulation patterns.   Results: No TEG parameters differed significantly between HC users and non-users at the conventional α = 0.05 threshold using non-parametric testing. At a more permissive α = 0.10, HC users demonstrated shorter K times, higher α-angles, and increased MRTG, suggesting modest acceleration of early clot formation and thrombus generation. MRTG was significantly higher in HC users on parametric testing (p = 0.025; Cohen’s d = 0.50), though this difference was not preserved using rank-based methods, indicating heterogeneity within the HC group. Measures of clot strength and fibrinolysis (MA, CI, LY30, TG) were preserved. PCA revealed substantial overlap between groups, with no distinct multivariate coagulation phenotype associated with HC use.   Conclusion: HC use was not associated with overt global hypercoagulability detectable by TEG in this low-risk cohort. However, modest, heterogeneous shifts toward accelerated clot propagation and thrombus generation were observed in a subset of HC users. These findings support TEG as a sensitive exploratory tool for detecting subtle coagulation changes and highlight its potential role in individualized thrombotic risk stratification rather than population-level screening.

P134
Comparison Of Different Interpretative Methods Of Activated Partial Thromboplastin Time Immediate Mixing Test In Paediatric Patients
Yee Zhe Heng, Qiu Yan Wong, Soh Hong Ang, Rebecca A. Barton, Joyce C. M. Lam
KK Women's and Children's Hospital, Singapore, Singapore

Introduction Coagulation mixing tests are performed to assist in determining the cause of an unexpected prolongation of activated partial thromboplastin time (APTT), i.e. factor deficiencies versus inhibitors. Different methods exist to determine whether a correction in APTT has occurred. This study aims to compare three common methods of interpreting the immediate APTT mixing test in the paediatric population.     Materials and Methods APTT immediate mixing tests were performed on 225 specimens from paediatric patients (<16-years-old) between September 2023 and September 2025. The results were interpreted using three methods: correction to within reference range (RR method), the Rosner Index with correction threshold value of 15, and the percent correction with threshold value of 70 as recommended by the International Council for Standardization in Haematology (ICSH). Factors VIII and IX levels testing were performed in-house, whereas testing of factors XI and XII, von Willebrand antigen levels and lupus anticoagulant were performed in an external reference laboratory.   Results Concordance was excellent between the RR method and Rosner Index (91.1%), but poorer between the RR and the percent correction method (50.2%). 104 specimens were tested for factor deficiencies; the sensitivity of RR, Rosner Index and percentage correction method was 91.7%, 88.9% and 33.3% respectively, while their respective specificity was 16.2%, 26.4% and 73.5%.  49 specimens were tested for lupus anticoagulant; the sensitivity of RR, Rosner Index and percentage correction method was 70.0%, 80.0% and 90.0% respectively, while their respective specificity was 76.9%, 71.8% and 17.9%.     Conclusions There is no single interpretation method that completely distinguishes between factor deficiencies and the presence of inhibitors. For factor deficiencies, the RR method and Rosner Index show good agreement with regards to sensitivity for paediatric patients, whereas a lower correction threshold than currently recommended may be required for the percent correction method. All three methods show comparable sensitivity for lupus anticoagulant, however limited sample size precludes recommendation of the superior method.  Incubated mixing tests were not performed therefore time and temperature-dependent inhibitors could not be detected in this study.

P135
Evaluation Of The Sysmex Automated Blood Coagulation Analyser CnTm-700: Precision Assessment And Comparative Analysis With The Automated Blood Coagulation Analyser Sysmex CnTm-6000.
Kevin Horner 1, Kerensa Leeson 1, Irfan Patel 2, Seigo Munehisa 3, Sakayori Tasuku 3, Matsuno Eriko 3, Kieron Hickey 1, Steve Kitchen 1
1Haemostasis Department, South Yorkshire and Bassetlaw Pathology Royal Hallamshire Hospital, Sheffield, United Kingdom, 2Sysmex UK Ltd, Milton Keynes, United Kingdom, 3Sysmex Corporation, Kobe, Japan

Introduction
Automated Blood Coagulation Analyzer CN-700 (Sysmex Corporation, Japan) is a novel compact addition to the CN family of coagulation analysers, designed as an accessible alternative with advanced features comparable to higher-end models. This study assessed the performance of the newly developed CN-700 coagulation analyser capable of performing routine clotting, chromogenic and immuno-turbidimetric assays. Methods The analyser's reproducibility was evaluated through duplicate measurements of commercial controls and pathological sample pools, conducted twice daily over 20 days. Method comparison with Automated Blood Coagulation Analyzer CN-6000 the Sysmex CN-6000 (Sysmex Corporation, Japan) involved at least 120 samples for each assay type, utilising plasma from both anonymised patients and healthy donors to assess correlation across a broad measurement range. The following tests, parameters, and reagents were assessed: Prothrombin Time (PT), measured in seconds, and PT-derived fibrinogen using Innovin and Thromborel S; PT percentage and INR were calculated using two standards (SHP and PT Multicalibrator); Activated Partial Thromboplastin Time (APTT), measured in seconds and APTT ratio using Actin FS, Actin FSL, and Pathromtin SL; Thrombin Time (TT), assessed using Test Thrombin; Clauss Fibrinogen, quantified with Dade Thrombin; Antithrombin activity, measured with Berichrom Antithrombin III and INNOVANCE Antithrombin; and D-Dimer, assessed using INNOVANCE D-Dimer. All reagents were supplied by Sysmex (Hamburg, Germany). Results The CN-700 exhibits a high level of precision across all reagent and assay parameters, as shown in Table 1. All control and pathological sample pools had reproducibility CVs of less than 6%, which are well within the acceptance limits that were used for the FDA 510K submission for the CN/CS series instruments. The only exception was antithrombin measured with Berichrom ATIII reagent against Control P, which had a moderately raised CV of 10.2%. However, this value is still within the acceptance limit of 12.5%. A strong correlation was observed between the CN-700 and CN-6000, with slopes ranging from 0.927 to 1.073 and correlation coefficients between 0.995 and 0.999 for all assays. Importantly, no misclassifications occurred between the two systems, and data points were closely aligned along the line of identity. Conclusions The results indicate that the CN-700, despite being the smallest low-end analyser in the CN family, provides user-friendly operation, high functionality, and exceptional reliability. It facilitates routine coagulation and specialised assays with acceptable imprecision levels and demonstrates excellent comparability with the CN-6000.

P136
Identification Of Underlying Genetic Variants In Sporadic Factor Viii Deficiency Through Precision Genomics
Tehmina Khan1, Shahla Sohail2, Masood Fareed Malik3, Arshi Naz4
1IMU University, Kuala Lumpur, Malaysia, 2Shahla Sohail, Lahore, Pakistan, 3Masood Fareed malik, Lahore, Pakistan, 4Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan

Introduction: Haemophilia A is an X-linked genetic disorder, characterized by a deficiency in the production or function of the blood clotting factor VIII. Factor VIII or  Antihemophilic factor, plays a vital role in human blood clotting system. It is involved in the intricate series of events resulting in the development of an insoluble fibrin clot. Deficiency can lead to haemorrhagic manifestations. We aim to report a case of Haemophilia A in a child who is first born son with a negative family history of F8 deficiency through clinical presentation and genetic analysis. Methods: Coagulation studies including a prolonged activated partial thromboplastin time (aPTT) and factor VIII activity was done on proband ,expectant mother (P1G2
) and father. Chorionic villus sampling was performed to evaluate gene variant in feotus . Later, mutational analysis was performed using whole exome sequencing (WES) to identify variants in the F8 gene.Pathogenecity scoring on identified genetic variant was done using different computational software tools to evaluate the disease causing mutation from neutral polymorphism in genetic sequence. Results: The results revealed a novel mutation in the F8 gene in a proband, however no variant identified in the foetus and their mother, confirming the sporadic mutation in proband. The pathogenecity tools predicted this mutation to be deleterious and disease causing .
This case underscores the usefulness of genetic testing, specifically exome sequencing, in diagnosing the cases as new gene flaw and managing this condition across generations. Early detection and tailored treatment strategies are crucial in improving outcomes and quality of life for affected individuals.

P137
Modern Hemostasis Testing: Comparison Of The Sysmex Cs-2500 And Cn-3000 Analyzers&Rsquo; Impact On Laboratory Efficiency
XJ Koa, HM Zulkifli, N Ruzlan, NA Kamaludin , TC Aw
Department of Laboratory Medicine, Changi General Hospital, Singapore, Singapore, Singapore

Introduction:
 We evaluated the Sysmex CN-3000 coagulation analyzer in 2025 as a possible replacement for the Sysmex CS-2500 that was in use since 2016. Equipped with new technology, the compact CN-3000 is attractive as it allows STAT sampling, easier reagent access, and requires lower sample volume (50uL). With our rising workload we were concerned with throughput and result turnaround times (TAT). Methods: We verified the analytical performance of the CN-3000. The reference ranges derived from healthy subjects (n=40) for PT, aPTT, fibrinogen and D-dimer were compared to the CS2500. We also compared the TAT (from receipt in the laboratory till transmission of results to the hospital medical records) for PT alone and PT+aPTT assays on the 2 platforms over similar 2-month periods. Results: The CN3000 performance is as follows. Intra-assay precision: normal control samples - 0.4% for both Prothrombin Time (PT) & Activated Partial Thromboplastin Time (aPTT); Abnormal controls - 0.5% for PT & 0.8% for aPTT. Inter-assay precision:  Normal control - 1.1% (PT) and 0.4%(aPTT); Abnormal control - 2.1% (PT) and 0.8% (aPTT). Correlation and regression analyses showed close agreement between the CN3000 (y) and CS2500 (x) analytical platforms. For PT: y = 1.0033x – 0.0656 and r2 = 0.9972 . For APTT y = 1.0158x – 0.4365 and r2 = 0.9988. For Fibrinogen y = 1.0344x – 0.007 and r2 = 0.9966. For D-dimer y = 1.0363x – 0.0467 and r2 = 0.9960. Reference ranges (n=40) from healthy adult samples for PT, aPTT, fibrinogen, and D-dimer were very similar on both Sysmex platforms. The CN-3000 achieved shorter overall TATs. For PT, CN3000 (n=7263) Median TAT & Inter-quartile range (IQR) was 16min (13min, 18min) versus CS-2500 (n=7669) Median TAT & IQR was 17min (15min, 21min). For PT+aPTT, CN-3000 (n=5835) Median TAT & IQR was 16min (14min, 19min) versus CS-2500 (n=5789) Median TAT & IQR was 18min (15min, 21min). Like the CS2500, the performance of the CN3000 on the College of American Pathologists (CAP) external quality assurance program for coagulation assays was satisfactory.  Conclusion: The performance of CN3000 compares favorably with the CS2500. Assay TAT is much better with the CN3000. Its ergonomics and smaller footprint is another attractive feature. We adopted the CN-3000 analyzer into service since July 2025.

P138
Comparative Assessment Of The Sysmex Automated Blood Coagulation Analyser CnTm-700 With The Automated Blood Coagulation Analyser Sysmex CaTm-660
Kerensa Leeson 1, Kevin Horner 1, Irfan Patel 2, Seigo Munehisa 3, Sakayori Tasuku 3, Matsuno Eriko 3, Kieron Hickey 1, Steve Kitchen 1
1Haemostasis Department, South Yorkshire and Bassetlaw Pathology, Royal Hallamshire Hospital, Sheffield, United Kingdom, 2Sysmex UK Ltd, Milton Keynes, United Kingdom, 3Sysmex Corporation, Kobe, Japan

Introduction Automated Blood Coagulation Analyzer CN-700 (Sysmex Corporation, Japan) is the latest model of compact haemostasis analyser, that will replace Automated Blood Coagulation Analyzer CA-600 series (Sysmex Corporation, Japan). There are significant hardware and software differences between these two devices that could influence the results they produce. A method comparison was performed between the CA-600 and CN-700 analysers. Methods A performance evaluation was carried out between the two analysers for: Prothrombin Time (PT), Activated Partial Thromboplastin Time (APTT), Clauss Fibrinogen, Thrombin Time (TT), chromogenic Antithrombin, and immuno-turbidimetric D-Dimer assays. The following reagents were used: Innovin for PT, Actin FS for APTT, Dade Thrombin for Clauss Fibrinogen, Test Thrombin for TT, Berichrom Antithrombin III for Antithrombin, and Innovance D-Dimer for the D-Dimer assay. All reagents were sourced from Sysmex (Hamburg, Germany).  A minimum of 120 samples per assay were analysed, consisting of plasma from anonymised patients and healthy donors, to assess correlation across a range of measurements. Statistical analysis was conducted using Passing-Bablok regression and Spearman’s Rank Correlation Coefficient (rs). Results A strong correlation was observed between the CN-700 and Automated Blood Coagulation Analyzer CA-600 series CA-660 across most assays, as summarised in Table 1. The slopes for these comparisons varied from 0.911 to 1.093, with the exceptions of Clauss fibrinogen and Thrombin Time, which were marginally outside the acceptance threshold of 1.000 ± 0.100, recording values of 1.132 and 1.131, respectively. The correlation coefficients for most assays ranged between r = 0.964 and r = 0.988, except for thrombin time (r = 0.740), which fell below the acceptance limit of 0.950. Regarding Thrombin Time, prolonged results were noted on the CA-660, while the CN-700 yielded results compatible with those of normal individuals. Notably, 11 samples exhibited an analysis time over flag on the CA-660 yet produced normal results on the CN-700. Conclusion The findings of this study show a strong agreement between the CN-700 and CA-660 devices. However, some inconsistencies in Thrombin Time were observed, likely due to differences in the coagulation endpoint detection algorithm. Although the Thrombin Time showed poor correlation, the CN-700's ability to correct previously flagged analysis errors represents a significant advantage. Additionally, the CN-700 is more user-friendly, offers improved functionality, and demonstrates exceptional reliability, making it a suitable option as a low throughout analyser.

P139
Procoagulant Shift Induced By Oral Contraceptives In The St Genesia&Reg; Thrombin Generation Assay: A Distinct Subgroup In An Ongoing Local Reference Range Study In Portugal
Tiago Luís1, Dalila Marques1, Joana Rita1, Ana Campos1, Paula Leal2, Goncalo Orfao1, Nelya Syamro1, Olena Lavrukhina1, Marco Matias1, Jorge Tomaz1
1Congenital Coagulopathies Reference Centre-Ramón Salvado, Thrombosis and Haemostasis Unit, Blood Bank and Transfusion Medicine, Coimbra, Portugal, 2Resident Pharmacist in Clinical Pathology, Coimbra, Portugal

Introduction
The ST Genesia (STG) is a fully automated analyser for thrombin generation (TG), increasingly recognized for its value in assessing bleeding and thrombotic risk and in monitoring both inherited and acquired haemostatic disorders. Its clinical utility depends on robust, population-specific reference intervals (RIs) and on strong analytical standardisation to ensure accurate and reproducible measurement of global haemostatic function.
This study aimed to establish local TG reference values in a healthy Portuguese population using three STG panels, emphasizing the differences between women with and without oral contraceptives (W+OS and W-OCs, respectively), and men, including their sensitivity to thrombomodulin. Methods
TG was measured in platelet-poor plasma obtained by double centrifugation (2500g, 15 min) from 270 healthy donors (43.8 ± 12.2 years): 162 men (46 ± 11.3y), 101 W−OCs (51 ± 11.7y) and 68 W+OCs (32.5 ± 9.2y). Three STG reagent panels, STG-BleedScreen (BS, n=113), ThromboScreen (TS, n=114); and STG-DrugScreen (DS, n=104) were used. In 44 samples, two or three assays were performed in parallel (331 tests in total). Statistical analyses were performed with IBM®SPSSv30.0. Differences were considered significant at p<0.05. RIs (95% CI) were calculated as 2.5–97.5th percentiles for absolute and normalised TG parameters in men and W-OCs, while descriptive statistics and ranges were generated separately for W+OCs.
Results
Men and W-OCs showed similar TG profiles across all reagent panels, whereas W+OCs had significantly higher TG values, particularly in peak height, endogenous thrombin potential (ETP) and velocity index (VI), alongside a marked reduction in natural anticoagulant response to thrombomodulin (ETP reduction 24.9%; p<0.001 vs. other groups). Local RIs for BS, DS and TS were defined for the population without OCs, while W+OCs displayed right-shifted ranges for peak height, ETP and VI across assays. Inter-individual variability was highest for VI (55.5% BS, 22.2% DS, 52.1% TS) and peak height in BS and TS, and lowest for Start Tail. Variability in peak height decreased with higher tissue factor concentrations (TS and DS).
Conclusions
These data provides preliminary STG TG reference values for a Portuguese population and confirms the clear procoagulant shift and attenuated thrombomodulin sensitivity in W+OCs, alined with recent literature. Excluding W+OCs from global RIs seems to enhance assay sensitivity and may improve clinical interpretation, while defining separate TG ranges for W+OCs supports a most shaped approach to risk assessment. The high inter-individual variability observed highlights the need for assay- and population-specific RIs and for longitudinal studies to further elucidate the effects of OCs on coagulation dynamics.
 

P140
Impact Of Cartridge Lot-To-Lot Variability On Extrinsic Thromboelastometry Clotting Time: Risk Of Misinterpretation Across Clinical Decision Thresholds
Hoyoung Moon1, Taekyun Kim1, Mijeong Kim1, Daehyun Chu1,2, Miyoung Kim1,2, Young-Uk Cho1,2, Seongsoo Jang1,2
1Department of Laboratory Medicine, Asan Medical Center, Seoul, Korea, 2Department of Laboratory Medicine, University of Ulsan College of Medicine, Seoul, Republic of Korea, Seoul, Korea

Rotational thromboelastometry (ROTEM) assesses the entire blood clotting process and supports transfusion decision-making. ROTEM-guided bleeding risk management algorithms use the thromboelastometry with extrinsic activation clotting time (EXTEM CT) threshold of 80 sto guide coagulation factor therapy. During verification for our institutional transition from the ROTEM Delta to the ROTEM Sigma system, we observed shifts in EXTEM CT. In this study, we evaluated cartridge lot-to-lot variability and its impact on reference interval (RI) establishment. Residual citrated whole blood samples from 95 healthy adults (48 males, 47 females; 20–50 years) collected after routine health screening between December 2024 and November 2025 were analyzed. All subjects had prothrombin time, activated partial thromboplastin time, and platelet count within the reference range, with no history of anticoagulant use. EXTEM CT was measured using 10 cartridge lots (A to J) under routine laboratory conditions. RIs were calculated using the non-parametric percentile method (2.5th–97.5th) in accordance with the Clinical and Laboratory Standards Institute (CLSI) guideline EP28-A3c. The manufacturer-provided RI for EXTEM CT (51–73 s) was narrower than the RI calculated in our institution (53–112 s). EXTEM CT differed across the 10 cartridge lots (Kruskal–Wallis test, p=0.008). Lot H showed significantly higher EXTEM CT values than the other nine lots combined (median 76.50 s [interquartile range, 62.00–97.25 s] vs. 62.00 s [interquartile range, 59.00–66.00 s]; Mann–Whitney U test, p=0.008) (Figure). Lot H exceeded the manufacturer’s upper RI limit of 73 s more frequently than all other lots combined (6/10 [60.0%] vs 10/85 [11.8%]; Fisher’s exact test, p=0.001), corresponding to an odds ratio of 11.25 (95% confidence interval, 2.70–46.86). After excluding 12 statistical outliers identified by the robust regression and outlier removal (ROUT) method (Q=1%), the upper RI limit remained 78 s. Significant lot-to-lot variability in EXTEM CT on the ROTEM Sigma system can lead to substantial shifts in calculated RIs and individual results. Importantly, such shifts may cause results to cross the clinical decision threshold of 80 s, with potential implications for transfusion or therapeutic decision-making. Therefore, rigorous lot-specific verification and parallel testing before implementation of new cartridge lots are essential to ensure diagnostic consistency and patient safety.

P141
Machine Learning-Based Detection Of In Vitro Activated Coagulation Using Aptt Clotting Curves
Keisuke Nishi1, Akiyo Kawamoto1, Eri Adachi1, Takesh Suzuki1, Nobuo Arai1, Hiroshi Kurono1, Kaho Kurashima2,3, Itsuko Sato3, Tomoya Fukuoka3,4, Ruri Kono2,3, Kohei Morimoto2, Yoshinori Nakamura2, Yoshiharu Miyata2,5, Takamitsu Imanishi3, Yoshihiko Yano3, Hiroshi Matsuoka2
1Sysmex Corporation, Kobe, Hyogo, Japan, 2Kobe University Hospital Bioresource Center, Kobe, Hyogo, Japan, 3Department of Clinical Laboratory, Kobe University Hospital, Kobe, Hyogo, Japan, 4Department of Clinical Laboratory Science, Tenri University, Tenri, Nara, Japan, 5Department of Artificial Intelligence and Digital Health Science, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan

Introduction
Coagulation testing is essential for assessing hemostatic function, identifying bleeding or thrombotic tendencies, and monitoring treatment efficacy. However, pre-analytical errors, such as in vitro activated coagulation, can occur and may significantly affect test results, even in the absence of visible clot formation. Automated detection integrated into analyzers may help mitigate undetected cases and streamline laboratory workflows.

Methods
Samples suspected of in vitro activated coagulation were defined by one or more of the following criteria: (1) clot detection during visual inspection at sample receipt,(2) suspicion based on complete blood count (CBC) findings from simultaneously collected samples, (3) abnormal test results, including deviation from previous values of APTT and PT, shortened APTT (<25 seconds), or instrument measurement errors (e.g., Early Reaction Error),and (4) clot observed in the buffy coat post-analysis. For samples meeting these criteria, both the initial and re-collected samples were obtained as pairs. Pairs with minimal change in thrombin–antithrombin complex were excluded, as these were considered unlikely to represent in vitro activated coagulation, leaving 150 pairs (300 samples) for analysis. Measurements were performed using Automated Blood Coagulation Analyzer CN-6500 (Sysmex) with Actin FS and Actin FSL reagents (Siemens Healthineers). Features were extracted from APTT clotting curves and used to develop machine learning models for each reagent.

Results
The model using Actin FS achieved a sensitivity of 90.7%, specificity of 97.3%, and an AUC of 0.97. The model using Actin FSL achieved a sensitivity of 93.9%, specificity of 96.6%, and an AUC of 0.98.

Conclusions
This machine learning-based approach demonstrated favorable performance in detecting in vitro activated coagulation with both Actin FS and Actin FSL reagents. Implementing this technique may help reduce pre-analytical errors and improve laboratory workflow in routine coagulation testing.

P142
Method Comparison Of The Revohem Anti-Xa Lrt Assay Compared To Other Commercial Reagents &Ndash; Monitoring Of Unfractionated And Low Molecular Weight Heparin
Thomas Pitchford1, Kieron Hickey1, Steve Kitchen1, Tasuka Sakayori2, Sho Shinohara3, Miyu Kitagami2
1Haemostasis Department, South Yorkshire and Bassetlaw Pathology, Royal Hallamshire Hospital, Sheffield, United Kingdom, 2Sysmex Corporation, Kobe, Japan, 3Hyphen BioMed, Neuville-sur-Oise, France

Introduction Accurate measurement of heparin levels is important in the management of anticoagulated patients. Unfractionated heparin (UFH) requires dose monitoring and adjustment and the use of anti-Xa assays over the traditional APTT ratio may be beneficial.Low molecular weight heparin (LMWH) doesn’t require monitoring if used according to licence but there are many settings where accurate drug concentrations are beneficial​.1,2Revohem Anti-Xa LRT is a ready to use liquid reagent, which can be used for the measurement of heparin as well as DOAC’s (Rivaroxaban, Apixaban and Edoxaban). The assay uses a single hybrid calibration curve for the measurement of both UFH and LMWH. BSH guidelines recommend that hybrid calibration curves should be locally validated against separate curves if adopted. 3 Method Plasma from anticoagulated patients (frozen aliquots from Sodium citrate samples (0.109M) stored at -70OC) was tested with the Revohem Anti-Xa LRT (Sysmex, UK) on a Sysmex CN-6000  (Sysmex, UK) results were compared to HemosIL Liquid Anti-Xa (Werfen,UK)  tested on an ACL Top 700 (Werfen, UK), STA Liquid Anti-Xa (Stago, UK ) tested on STA-R Max (Stago, UK ) and Hyphen Heparin LRT (Sysmex, UK) and Siemens INNOVANCE Anti-Xa both tested on a CN-6000 (Sysmex, UK). 120 samples were tested for both UFH and LMWH to assess comparability. The STA Liquid Anit-Xa and Hyphen Heparin LRT methods use unique calibration and separate calibrators for both UFH and LMWH measurement while the HemosIL Liquid Anti-Xa, INNOVANCE Anti-Xa and Revohem Anti-Xa LRT use hybrid calibration.  Results See figure Conclusion Revohem Anti-Xa LRT assay demonstrated high levels of comparability with the Hyphen Heparin LRT reagent. These results support the use of the Revohem hybrid curve if switching from Hyphen to Revohem Revohem Anti-Xa LRT assay demonstrated good levels of comparability with the HemosIL Liquid Anti-Xa and the Siemens INNOVANCE Anti-Xa with an overall pattern of clinically irrelevant positive bias Revohem Anti-Xa LRT assay demonstrated a notable positive bias and poorer correlation when compared against the Stago-STA Liquid Anti-Xa during the measurement of UFH. Stago-STA Liquid Anti-Xa reagent does not contain dextran sulphate while all other reagents in the study do. Results match a pattern of higher results seen in dextran sulphate reagents previously reported 4,5,6,7 Use of the Revohem hybrid curve if switching from Stago-STA Liquid Anti-Xa would require local clinical review

P143
Introduction Of A New Paired Reagent Combination For Lupus Anticoagulant Assays By Activated Partial Thromboplastin Time
Jude Platton1,2, Minal Dave1,2, Anne Horton1,2, Katarzyna Kniola1,2, Nada Yartey1,2, Sean Platton3
1Haemostasis Laboratory, Royal London Hospital, London, United Kingdom, 2National Health Service East and South East London Pathology Partnership, London, United Kingdom, 3The Royal London Hospital Haemophilia Centre, London, United Kingdom

Introduction International and national guidelines recommend paired reagents or phospholipid addition for Lupus Anticoagulant [LA] testing by dilute Russell’s Viper venom time [DRVVT] and activated partial thromboplastin time [APTT], but paired reagents for APTT have not been widely available. For Siemens and Sysmex users, Siemens Actin FSL has the same activator as Actin FS but different phospholipids; Pathromtin SL has different activator and phospholipids; none are paired reagents, and neither Actin FSL nor Pathromtin SL is sufficiently sensitive to LA for routine use. Hyphen Biomed Cephen LS and Cephen both use a silica activator; only phospholipid concentration differs. A recent study of these paired reagents found an overall sensitivity of 48.6%, and specificity of 89.0% for DRVVT-positive LA. We used the installation of Sysmex CN-6500 analysers as an opportunity to evaluate them. Methods Residual double-spun citrated plasmas from patients previously investigated for the presence of a lupus anticoagulant were selected at random. All had previously been assayed on a Sysmex CN-6000 analyser for DRVVT using Siemens LA1 and Siemens LA2, and for APTT using Stago PTT-LA and Siemens Dade Actin FS. Lyophilised Platelet Poor Plasma [PPP] (Technoclone) was used for mixing studies. Samples were re-assayed on a Sysmex CN-6500 analyser for DRVVT using LA1 and LA2, and for APTT using Cephen LS and Cephen with PPP for mixing studies. Reference ranges were derived from >120 patients whose clinical details gave no indication of disorders associated with antiphospholipid syndrome (APLS), and whose samples were LA negative by DRVVT and APTT. All were from non-pregnant, non-anticoagulated adults from general practice or outpatients. 99th-percentiles were used in line with guideline recommendations. A further 134 samples from patients being investigated for disorders associated with APLS were tested, and results correlated and compared with previous results. Results Refer to Figure 1A-C. Conclusions Hyphen Biomed Cephen LS and Cephen offer a paired-reagent solution for APTT testing for LA that is more sensitive to DRVVT-positive LA (42%) than Siemens Actin FSL (22%) and Siemens Pathromtin SL (13%). These reagents are now in routine use at our laboratory.

P144
Performance Evaluation Of RevohemTm Vwf Ag Reagent Featuring An Extended Measuring Range For High-Level Von Willebrand Factor Antigen
Hayato Saito1, Takahiko Bando1, Tasuku Sakayori1, Sho Shinohara2, Sophie Molton2, Claire Dunois2, Kaori Otake1
1Sysmex Corporation, Kobe, , Japan, 2Hyphen BioMed, Neuville-sur-Oise, , France

Introduction: Von Willebrand Factor (vWF) is a large multimeric protein that plays a crucial role in hemostasis, the process that stops bleeding at the site of injury. Blood vWF antigen levels, in combination with vWF activity levels, are essential for the diagnosis and classification of von Willebrand disease (vWD). Several reports suggest the potential clinical utility of high vWF antigen levels in various patient conditions, such as the prognosis of chronic liver failure. The ability to accurately measure high levels of vWF antigen is becoming increasingly important. RevohemTM vWF Ag (Hyphen BioMed, France) is an in vitro diagnostic reagent utilizing the immunoturbidimetric method to measure vWF antigen levels. The reagent is in liquid form and ready-to-use with automated coagulation analyzers. In this study, we evaluated the performance of this reagent on an automated coagulation analyzer.
Methods: Analytical performance was evaluated including measurement range (linearity and limit of quantitation), precision, after opening stability, and on-board stability. Method comparison with two reference reagents was performed across measurement range.
Results: The linearity and limit of quantitation studies demonstrated a measuring range from 2% to 1600% with redilution/extrapolation. Within-laboratory precision studies showed coefficients of variation (CV) of 1.5% for normal range, 2.6% for abnormal range, respectively. Reagent was stable after opening up to 90 days at 2 to 8 degrees. The reagent was also stable at on-board condition up to 14 days. Method comparison studies showed excellent correlation with the existing liquid reagents: a correlation coefficient of 0.995 (y = 1.032x – 2.258) with VWF Ag (Siemens, Germany), and 0.989 (y = 0.895x – 1.514) with von Willebrand Factor Antigen (Werfen, Spain).
Conclusion: RevohemTM vWF Ag demonstrated excellent performance on an automated coagulation analyzer. This reagent is useful for measuring high levels of von Willebrand Factor antigen.

P145
Discrepant Results In Fxiii Assays Due To Fxiii Replacement Therapy?
Sanne Vanthourenhout, Katrien M.J. Devreese
Ghent university hospital, Ghent, Belgium

Introduction A 12-year-old girl with a congenital factor XIII (FXIII) deficiency attends the day clinic monthly for administration of Cluvot® (purified human plasma-derived FXIII concentrate) and blood sampling to monitor the FXIII levels. Dosing is individualized based on body weight, laboratory values, and clinical condition, with administration every 28 days to maintain trough FXIII activity of approximately 5% to 20%. FXIII is routinely measured using the Hexamate Factor FXIII assay on the STAR MAX3 analyzer (Stago), a latex turbidimetric assay employing polyclonal anti-FXIII antibodies directed against the FXIII A subunit which has shown  good performance and concordance with the clot solubility (CST) in previous in-house evaluation studies. The CST is a qualitative screening assay detecting severe FXIII deficiency (<3%) by clotting the plasma with thrombin and using urea to evaluate stability of the clot. During follow-up of the patient, discrepant results were occasionally observed, with a dissolved clot in the CST after 24 hours despite FXIII antigen levels of 8–10%. We wondered whether Cluvot® behaved differently compared to native FXIII. Methods A method comparison was performed between the Hexamate Factor FXIII assay (STAR MAX3) and the TECHNOFLUOR FXIII Activity assay on the Ceveron S100 analyzer (Technoclone), a fluorescence-based assay using a quenched peptide substrate cleaved by activated FXIII (FXIIIa). Analytical imprecision, limit of detection (LOD), and reference ranges were determined for both methods. Additionally, a dilution series was prepared by spiking FXIII-deficient plasma with Cluvot® and normal pooled plasma. FXIII was measured using both quantitative assays and CST  in parallel. Results Both assays met predefined analytical imprecision criteria. The limit of detection was 3.2% for the Hexamate Factor FXIII assay and 2.2% for the TECHNOFLUOR FXIII Activity assay. In the dilution series, concordant results were observed between the quantitative FXIII assays and CST (see Table 1). Conclusion Although discrepant results between quantitative FXIII measurements and the CST were observed during clinical follow-up, these discrepancies could not be reproduced in a controlled dilution series. This suggests that analytical assay performance alone does not explain inconsistencies in FXIII monitoring at low activity levels, underscoring the importance of cautious interpretation of FXIII results near clinical decision thresholds.

P146
Trbc1 Flow Cytometry In The Assessment Of T-Cell Clonality: A Single-Center Experience
Tanja Antunovic1, Ivana Milasevic1, Enisa Zaric2
1Centre for Clinical Laboratory Diagnostic, Clinical Centre of Montenegro, Podgorica, , 2Centre for Hematology, Clinic for Internal Medicine, Clinical Centre of Montenegro, Podgorica,

Introduction Flow cytometric diagnosis of chronic T-cell lymphoproliferative neoplasms (T-CLPD) is challenging because of overlapping reactive and malignant immunophenotypes. In recent years, the monoclonal antibody clone JOVI-1 has been introduced as a practical tool for assessing T-cell clonality through TRBC1 expression, mirroring the kappa/lambda paradigm in B-cells. Methods We retrospectively analyzed 58 samples (40 peripheral blood, 12 bone marrow, 1 ascites, and 5 cerebrospinal fluid) examined between 2024 and 2025 at the Centre for Clinical Laboratory Diagnostics, Clinical Centre of Montenegro. T-cell clonality was assessed using PE-conjugated TRBC1 (JOVI-1, BD Pharmingen). Cut-off values of <15% or >85% TRBC1 expression in CD4 or CD8 T-cell subsets were considered indicative of monoclonality. The median patient age was 62.5 years (51.0–67.0); 69% were male and 31% female. Forty-eight patients were referred for initial diagnostic workup mainly because of pancytopenia, lymphadenopathy, or splenomegaly, while 10 patients were referred for follow-up of peripheral T-cell lymphoma or Mycosis fungoides. In the first group of forty-eight patients T-cell clonality was assessed due to suspected expansion of T-cell subsets. Results In the peripheral blood group, the median leukocyte count was 7.61 × 10⁹/L (5.91–9.74), with median lymphocyte and T-lymphocyte counts of 2220 cells/µL (1502–5237) and 1602 cells/µL (1066–4128), respectively. The mean T-lymphocyte percentage was 77.5 ± 14.9%. Monoclonal CD4 or CD8 T-cell populations were detected in 6 of 40 peripheral blood samples (15%; 4 CD4 and 2 CD8). In 5 of these 6 cases (83%), clonality was confirmed by molecular / histopathological findings, while one case was reported as reactive. TRBC1 expression in polyclonal peripheral blood samples was 46.8 ± 5.0% in CD4 T cells and 44.3 ± 11.0% in CD8 T cells. In bone marrow samples, monoclonal T-cell populations were identified in 4 of 12 cases (33%; 1 CD4 and 3 CD8). Three of these patients were subsequently diagnosed with chronic T-cell neoplasms, while one patient died before completion of the diagnostic workup. TRBC1 expression in polyclonal bone marrow samples was 41.5 ± 7.0% in CD4 T cells and 38.3 ± 8.9% in CD8 T cells. Among five cerebrospinal fluid samples, monoclonal TRBC1 expression was detected in two cases, both involving CD8 T cells. Conclusions TRBC1 assessment using the JOVI-1 clone provides rapid and reproducible flow cytometric method for evaluating T-cell clonality in variety of biological samples including peripheral blood, bone marrow, cerebrospinal fluid, serous fluids, and significantly improves routine diagnostic workup of suspected T-cell lymphoproliferative neoplasms.

P147
Optimization Of Immunophenotypic Evaluation Of Myelodysplastic Neoplasms By Flow Cytometry: A 2-Tube, 13-Color PanelOptimization Of Immunophenotypic Evaluation Of Myelodysplastic Neoplasms By Flow Cytometry: A 2-Tube, 13-Color Panel
Laiz C Bento, Flavia A Sousa, Priscila C Myamoto, Barbara F Bueno, Elizabeth X Souto, Nydia S Bacal
Einstein Hospital Israelita, São Paulo, Brazil

Introduction Multiparametric flow cytometry (FC) enables the detection of subtle immunophenotypic abnormalities associated with bone marrow dysplasia, particularly in cases with inconclusive morphology. The use of compact and well-designed panels improves standardization, reproducibility, and applicability in routine diagnostic settings for myelodysplastic neoplasms (MDS). Objective To compare two FC panels organized in 2 tubes and 13 colors in order to optimize the immunophenotypic evaluation of MDS. Methods Twenty bone marrow samples were analyzed. The routine diagnostic MDS panel consisted of three tubes. Tube 1 (DuraClone Dry reagent+liquid reagent in violet) included CD4+Kappa/FITC, CD8+Lambda/PE, CD3+CD14/ECD, CD5+CD33/PC5.5, CD20+CD56/PC7, CD34/APC, CD19/A700, CD10/A750, CD38/PB, CD45/KO, CD11b/BV610, CD16/V660, and CD13/V780.
Erythroid evaluation was performed using Tube 2 (CD36/FITC, CD105/PE, CD64/ECD, CD33/PC5.5, CD34/PC7, CD71/A700, HLA-DR, CD45/KO), and monocytic evaluation using Tube 3 (CD64/FITC, CD16/PE, CD14/ECD, CD33/PC5.5, CD117/PC7, IREM/APC, CD11b/A750, HLA-DR/PB, CD45/KO). The comparative panel maintained Tube 1 unchanged and reorganized Tubes 2 and 3 into a single tube containing CD36/FITC, CD34/PE, CD14/ECD, CD33/PC5.5, CD117/PC7, IREM/APC, CD71/A700, CD4/A750, HLA-DR/PB, CD45/KO, CD105/BV605, CD64/BV650, and CD2/BV785. Data acquisition was performed on a DxFlex (Beckman Coulter) flow cytometer with gaintration and compensation adjustments. Analyses were conducted using a semi-automated protocol in Kaluza software (Beckman Coulter). Results Both panels enabled adequate identification of the main bone marrow cellular populations. (R2: 0,98). However, the comparative panel demonstrated improved integration of myeloid, monocytic, and erythroid lineage analysis within a compact two-tube design, while preserving maturational resolution and increasing sensitivity for detecting asynchrony, aberrant antigen expression, and fluorescence intensity abnormalities consistent with MDS. Marker reorganization enhanced routine diagnostic assessment, including Ogata Score evaluation, granulocytic maturation analysis, detection of aberrant antigen expression in blasts, granulocytes, and monocytes, classification of monocytic subpopulations, and estimation of eosinophil populations. The panel also allowed plasma cell identification as a screening tool and detection of abnormal CD56, CD19, and CD45 expression. The integration of erythroid (CD36, CD71, CD105), progenitor (CD34, CD117, HLA-DR), and monocytic (CD14, CD64, IREM) markers improved lineage characterization and enhanced assessment of maturation stages, facilitating dysplasia identification, while CD2 supported detection of cross-lineage antigen expression. In addition, semi-automated Kaluza analysis provided objective parameters, including Ogata Score calculation, lineage-specific alerts, CD4/CD8 and Kappa/Lambda ratio deviations, hemodilution indicators, and standardization. Conclusion Rational marker reorganization into a compact 2-tube, 13-color panel preserves analytical robustness, reduces operational complexity, and enhances standardization when combined with semi-automated analysis, in line with international recommendations for FC in MDS evaluation.

P148
Real-World Data Of T-Cell Clones Of Uncertain Significance: An Observational Study Of Prevalence And Immunophenotypic Characteristics In A Large Community Laboratory
Song Chen1, Sophie Suke1, Brydon Panozzo1,2, Ben Hawkins1, Sophie Sanguine1
1Australian Clinical Labs, Melbourne, Australia, 2Alfred Health, Melbourne, Australia

Introduction  The recent introduction of monoclonal antibody targeting the T-cell receptor β chain constant region1 (TRBC1) has enabled rapid and cost-effective assessment of T-cell clonality. However, the interpretation of clonal T-cell populations remains challenging, particularly in distinguishing benign or reactive clones from early T-cell malignancies. Our one-year observational study aimed to evaluate the prevalence and immunophenotypic characteristics of T-CUS in a large community-based cohort. Methods  We retrospectively reviewed peripheral blood flow cytometry results performed between 2024 and 2025. The screening panel for lymphocyte surface markers included CD45/SSC, FSC/SSC, CD3, CD4, CD5, CD8, CD10, CD16, CD38, TRBC1, CD19, CD20, CD200, surface Kappa and Lambda immunoglobulin. TRBC1 expression against pan-T cell markers (CD3 and CD5) and FSC/SSC was gated prior to evaluation to avoid missing CD3 negative T-cells or large abnormal T-cells. Cases demonstrating monotypic T-cell clones were identified based on TRBC1 expression (defined by<15% or >85%). Lymphosum (sum of %CD3+, %CD19+, and %CD3-/CD19-/CD16+) of >95% was considered valid analysis. Abnormal populations were reported as a percentage of total lymphocytes. The incidence and immunophenotypic characteristics of monotypic T-cell clones were summarized. Clinical and laboratory data, including full blood examination and relevant clinical history where available, were also reviewed in conjunction with flow cytometry results. Results A total of 259 results from 252 patients (102 male and 150 female patients, 6 patients having multiple T-CUS clones ) with T-CUS were reviewed. Monotypic T-cell populations were identified in approximately 2-10% of samples processed on a day-to-day basis. The most common phenotype of monotypic T-cell population was CD8+/TRBC1-, followed by CD4+/ CD8+/TRBC1-, CD4+/CD8+/TRBC1+, CD8+/TRBC1+, CD4-/CD8-/TRBC1-, CD4+/TRBC1-, and CD4+/TRBC1+ in descending frequency. Aberrant antigen expression, particularly CD5+dim, CD5-, CD8+dim,CD16+dim-mod and surface CD3+dim or bright, was frequently observed in most cases. 42% of cases had mild lymphocytosis, while the remainder had low lymphocyte count with no cytopenia(s). The requests for lymphocyte surface marker testing were mainly from general practitioners for routine health checks. Most patients had normal full blood examination results, and only a minority demonstrated cytopenias. Persistent and unchanged T-CUS clones were observed in 16 patients and 6 patients exhibited multiple T-CUS clones.  Conclusion   The detection of monotypic T-cell clones by multicolor flow cytometry is not uncommon and results should not be overinterpreted as evidence of T-cell malignancy in isolation. The study findings highlight the importance of cautious interpretation of T-CUS and support haematohistopathologists to establish confidence in recognizing the immunophenotypes of T-CUS populations.  

P149
Simple Flow Cytometry Assay Uncovers Ar-Cgd Missed By Whole Exome Sequencing: A Multi-Specialty Diagnostic Odyssey
Gabrielle Dammers1, Priyanka Pandey1, Leslie Koutoufaris1, Jeri Dorsey1, Michele Paessler1,2, Soma Jyonouchi1,3
1Clinical Immunology Lab, Abramson Research Center, Children’s Hospital of Philadelphia, Philadelphia, PA, United States, 2Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania , Philadelphia, PA, United States, 3Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania , Philadelphia, PA, United States

Introduction: Autosomal recessive (AR) Chronic Granulomatous Disease (CGD) is a genetic disorder characterized by defective NADPH oxidase production in neutrophils, resulting in impaired microbial killing and increased susceptibility to infections. This is the story of a child from Saudi Arabia who was referred to Children’s Hospital of Philadelphia (CHOP) in 2014 and 2024 for a second opinion. Since the age of 3 years (born 2007), patient had severe chronic lip swelling and ulcers in the mouth without specific triggers. Antibiotic treatment showed limited effectiveness. The patient was evaluated by GI, Immunology, Dermatology, and Rheumatology specialties at CHOP. Initial workup in 2014 suspected patient of Hereditary Angioedema. Later in 2024, the patient was suspected of Orofacial Granulomatosis, rare manifestation of inflammatory bowel disease (IBD). Since, almost 25% of patients with CGD have IBD, a dihydrorhodamine (DHR) assay was requested. Methods:The DHR assay measures neutrophil oxidative burst through flow cytometry, serving as a reliable method to evaluate neutrophil functional activity. The assay was conducted by incubating EDTA-anticoagulated whole blood from patients with the non-fluorescent, cell-permeable dye DHR 123, in the presence or absence of the free radical stimulator PMA, at 37°C for 15 minutes. The oxidation-induced change in DHR 123 fluorescence was then analyzed by flow cytometry. Results: In 2014, Hereditary Angioedema workup was negative, C1 esterase functional levels were reported to be normal. GI endoscopy did not reveal any significant inflammation. Clinicians from multiple specialties at CHOP could not come to a unifying diagnosis. A few years later, whole exome sequencing (WES) performed in Saudi Arabia resulted in no conclusive findings. The patient continued to have severe lip swelling and oral ulcers. He also started to have chronic purulent eye discharge and crusting. Eye discharge and lip swelling sometimes seemed to get better with antibiotic therapy. In 2024, the DHR assay results strongly indicated autosomal recessive CGD. AR-CGD is more prevalent in the Middle East, with NCF1 gene mutations being the most common cause. Conclusions: AR CGD caused by NCF1 gene mutations can be missed by WES due to presence of a non-coding pseudogene. NCF1 gene deletion was confirmed by research whole genome sequencing. After a month of treatment, patient had marked improvement in symptoms. Clinicians should take the patient’s ethnic background into account when evaluating challenging cases. Autosomal recessive CGD is more prevalent in regions where consanguineous marriages are frequent, whereas X-linked CGD is more commonly observed in Western populations.

P150
Flow Cytometric Backbone Panels For Flexible Antigen Quantification On Lymphoid Or Myeloid Populations
Sarah Klapproth1, Angelika J. Fischbeck1, Manja Jargosch1, Vasco Dos Reis Goncalves2, Sabrina Mueller2, Chrysanthi Tsamadou1, Wolfgang Kern1, Veronika Ecker1
1MLL Munich Leukemia Laboratory, München, , Germany, 2T-CRUX GmbH, Würzburg, , Germany

Introduction: In addition to determining antigen positivity/negativity, quantification of antigen expression provides valuable information, especially in the context of targeted and immunotherapies. Assessment of antigen density (molecules per cell, mpc) or absolute numbers of CAR T-cells
can predict likelihood of response/relapse after therapy and is frequently applied in clinical trials. Aim: Establishment of a lymphoid and a myeloid backbone panel with unoccupied PE channel for flow cytometry analysis of human peripheral blood (PB) and bone marrow (BM) samples to quantify the expression of antigen of interest on lymphoid or myeloid cells. Methods: Backbone panels were prepared as dry pre-formulated tubes (DURAclone, Beckman Coulter) and PE-labeled antibodies against various target antigens were added as liquid drop-in. Both panels cover CD45 and CD33 with addition of CD3, CD4, CD8, CD5 and CD19 (lymphoid) and CD34, CD117, CD13 and CD64 (myeloid), respectively. QuantiBRITE PE-beads (BD technologies) were applied for quantification. Results: PB CLL samples (n=11) were analyzed by lymphoid backbone panel. MFI (geometric mean) of the target antigen on CLL cells revealed a median of 2,501 compared to fluorescence minus one (FMO) control (473), T-cell internal negative control (283) and B-cell internal positive control (10,945). Absolute quantification by parallel measurement of PE-beads revealed 121 mpc (versus 22, 14 and 436 mpc, respectively). Moreover, the lymphoid backbone panel with drop-in of an anti-CAR (PE) antibody was applied to quantify CAR T-cells (% of CD3-positive T-cells, cells/µl). Dilution experiments (n=4) of CAR T-cells into PB samples revealed, considering the limit of blank, a sensitivity of 1-10 detectable CAR T-cells/µl and confirmed linearity up to 1,000/µl. Myeloid backbone panel was tested for 3 distinct antigens which were evaluated on myeloid and/or monocytic blast populations in a total of n=17/53 PB/BM AML samples that resulted in very low/negative (30 mpc), low (170 mpc) and intermediate (895 mpc, range [1.4-9,638 mpc]) expression levels, respectively, as compared to lot-specific QuantiBRITE PE-range. In addition to specificity also sensitivity, precision, sample stability and comparison of instruments and operators were validated for both backbone panels. Conclusions: Generated backbone panels provide a stable immunophenotyping framework for main lymphoid and myeloid compartments. While maintaining the flexibility to insert different markers without having to redesign the entire assay each time, different antigens can be quantified in a standardized, comparable manner across experiments, studies, and instruments.

P151
Minimal Expression Of Cd300E (Irem-2) In Paroxysmal Nocturnal Hemoglobinuria (Pnh) Monocyte Clones &Ndash; A Novel Gpi-Anchored Or Gpi-Linked Receptor In Monocytes?
Angeliki Kotsiafti1, Christina Karela1, Evangelia Kouvata2, Georgios Oudatzis1, Maroula Milaiou1, Aikaterini Mandaraka1, Anna Pigaditou3, Styliani Kokoris4, Nikolaos Giannakoulas2, Eleni Gavriilaki5, Paraskevi Vasileiou6, Elisavet Grouzi7, Georgios Paterakis1
1Department of Immunology, Athens General Hospital “G. Gennimatas”, Athens, Greece, 2Department of Hematology, University Hospital of Larisa, Larisa, Greece, 3A’ Hematology Department & Bone Marrow Transplant Unit Athens Medical Center, Athens, Greece, 4Laboratory of Hematology and Blood Bank Unit, , Athens, Greece, 52nd Propedeutic Department of Internal Medicine AUTH, Thessaloniki, Greece, 6«Flowdiagnosis» Diagnostic Center, Athens, Greece, 7Transfusion Service and Clinical Haemostasis, "St Savvas" Oncology Hospital, Athens, Greece

Introduction:CD300e (also known as IREM-2) is a cell surface immune activating receptor of the Ig-superfamily that is selectively expressed by monocytes and myeloid dendritic cells. In normal individuals it has been proved to be compatible with monocyte differentiation. The important role of CD300e in MDS progression was also revealed, which indicated that high expression of CD300e might be a favorable prognostic marker for MDS. So far, there has been no correlation between IREM2 and PNH. Aim of this study was to assess the significance of CD300e expression in PNH monocytes.   Methods: The expression of CD300e in monocytes of patients with PNH was studied, comparing the intensity of CD300e expression between normal monocytes and pathological monocytes belonging to the PNH-clone.In 9patients in whom the presence of a PNH clone was initially documented through CD55, CD59 and FLAER, immunophenotypic separation of normal from pathological monocytes was followed and the difference in expression of CD300e in the different monocyte populations was examined.The protocol used was CD11c(FITC) CD300e(PE) CD14(ECD) CD33(PC5.5), CD34(PC7), CD117(APC) CD123(A700) CD38(A700) CD36(PB) CD45(KO), Total monocytes were defined by CD36/CD33 gating.  Results: In 9patients with documented presence of PNH clone, a difference in CD300e expression was observed between normal monocytes and pathological monocytes belonging to the PNH clone.In normal monocytes, an increased expression intensity of CD300e was found with an average percentage of 84.05% as well as an increased mean fluorescence intensity (MFI) with a median value of 4.1. On the contrary, in the pathological monocytes of the PNH-clone there is an absence or minimal expression of CD300e with a median percentage of 0% as well as a significantly reduced MFI with a median value of 0.3.The expression of Glycosylphosphatidylinositol-anchored proteins (GPI-AP) like CD14 and CD16 were absent in monocytes associated with the PNH as expected.The repeated finding of CD300e absence in all patients with PNH monocyte clones substantiates the identification of CD300e as a novel GPI-AP/ GPI-linkedrelated molecule. Conclusions: To our knowledge this is the first study that CD300e (IREM-2) is identified with negative expression in PNH monocyte clones in cases of diagnosed PNH, contrary to the clearly positive CD300e (IREM-2) expression in the normal monocytes of the same patients. Thus, clear evidence is provided that CD300e (IREM2) may be a Glycosylphosphatidylinositol-anchored or GPI-linked protein and should be included in the diagnostic assessment of monocytes in PNH.

P152
Prognostic Impact Of Hematogones And Cd34+ Myeloblasts In Bone Marrow Of B-Cell Acute Lymphoblastic Leukemia Patients Without Measurable Residual Disease Post-Induction: A Single-Center Cohort Study
Prabhu Manivannan1, Gifta Catharine1, Smita Kayal2
1Department of Pathology, JIPMER, Puducherry, India, 2Department of Medical Oncology, JIPMER, Puducherry, India

Introduction: Measurable residual disease (MRD) negativity at the end of induction (EOI) is a critical prognostic marker in B-cell acute lymphoblastic leukemia (B-ALL). However, a considerable proportion of MRD-negative patients still relapse, indicating the need for additional biomarkers. Hematogones (HG) and CD34⁺ myeloblasts (MB) are routinely observed in post-chemotherapy marrow and may provide prognostic insights. This study evaluates the significance of HG and CD34⁺ MB levels in predicting relapse and survival among MRD-negative B-ALL patients. Methods: This retrospective cohort study included all B-ALL patients diagnosed at JIPMER, India between January 2020 and June 2024 who were MRD-negative at EOI by flow cytometry, with follow-up until June 2025. Clinical, hematological, and cytogenetic data were collected. A total of 125 patients were analyzed: 58% children (0–14 years), 38% adolescents and young adults (AYA; 15–39 years), and 4% adults (>40 years). Treatment regimens included ICiCLe (67%), BFM-95 (30%) and others (3%). HG and CD34⁺ MB percentages were quantified in EOI MRD bone marrow samples. Median HG and CD34⁺ MB levels were 0.04% (range: 0–16.46%) and 0.22% (range: 0–3.35%), respectively. ROC curve analysis determined optimal relapse-predictive cut-offs, based on which patients were stratified. Survival analyses were performed using Kaplan–Meier and Cox regression methods. Results: Despite achieving MRD negativity, 31% (n=39) of patients relapsed during follow-up. Overall, HG levels showed no significant association with relapse-free survival (RFS) or overall survival. However, among children, higher HG levels (≥0.12%) correlated with improved hematological recovery, including higher hemoglobin and platelet counts after chemotherapy. Conversely, lower CD34⁺ MB levels (<0.06%) in children were associated with longer RFS, although statistical significance was borderline and requires validation in larger cohorts. These associations were less consistent in AYA patients. Several clinical and biological variables were significantly associated with inferior RFS, including high total leukocyte count at diagnosis, abnormal karyotype, high-risk cytogenetics, CD123 negativity, and CD9 negativity. Of these, abnormal karyotype emerged as a strong independent predictor of poor outcome on multivariate analysis. Conclusion: In MRD-negative B-ALL patients, HG and CD34⁺ MB levels provide insights into marrow recovery but do not independently predict survival. The high relapse rate within this MRD-negative cohort underscores that MRD alone is insufficient for risk stratification. Incorporating diagnostic tumor burden and cytogenetic features offers a more comprehensive assessment of relapse risk. Larger multicenter studies are warranted to validate the potential prognostic value of HG and CD34⁺ MB, particularly in pediatric patients.

P153
Flow-Cytometric Profiling Of Leukocyte Markers And Their Association With Sofa-Based Severity And Mortality In Sepsis
Shruti Mishra1, Rohit Daga2, Kailash Kumar2, Nilesh Kumar2
1Bone Marrow Transplantation and Stem Cell Research Centre, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India, 2Department of General Medicine, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India

Introduction: Sepsis is characterised by heterogeneous immune dysregulation that is not fully captured by clinical severity scores such as the Sequential Organ Failure Assessment (SOFA). Flow cytometric profiling of leukocyte surface markers offers a practical way to assess immune status at the bedside, but its added prognostic value for mortality prediction remains uncertain. We evaluated whether toll-like receptor (TLR) and checkpoint markers, measured on routine whole-blood cytometry, refine SOFA-based risk assessment in adult sepsis. Methods: We conducted a prospective observational study in an adult intensive care unit. Consecutive patients meeting sepsis criteria underwent whole-blood flow cytometry within 24 hours of enrolment (baseline) and at an early follow-up “landmark” timepoint. Monocyte subsets, monocyte and neutrophil TLR2, TLR4 and TLR9, monocyte PD-L1, neutrophil CD64 and CD25⁺ lymphocytes were quantified. A Sepsis Index integrated SOFA with selected immune parameters. Associations with SOFA and 28-day mortality were assessed using Spearman correlations and logistic regression. Parsimonious prediction models combining SOFA with individual markers and composite Immune Scores were evaluated by area under the receiver operating characteristic curve (AUC) and decision-curve analysis. Results: One hundred thirty-three samples from 111 sepsis episodes were analysed. Higher SOFA and Sepsis Index values were associated with increased neutrophil and monocyte TLR4/TLR9 expression, a shift from classical to non-classical monocytes, and lower CD25⁺ lymphocyte proportions, consistent with mixed immune activation and exhaustion. Baseline SOFA (SOFA1) showed good discrimination for 28-day mortality (AUC ≈ 0.76). Among single markers, monocytic TLR9 provided the strongest signal (AUC > 0.62, inverse association), and a SOFA1 + mTLR9 model modestly improved discrimination (AUC ≈ 0.78) by increasing sensitivity. Composite Immune Scores derived from mTLR9, neutrophil activation, PD-L1 and the Sepsis Index achieved AUCs ~0.68–0.70 alone and ~0.76 when combined with SOFA, but added little over an optimised SOFA model. Dynamic modelling combining SOFA1 with change in neutrophil activation (ΔNAI) improved discrimination (AUC ≈ 0.69), and landmark mTLR2 increased net clinical benefit at intermediate risk thresholds. Conclusions: A focused TLR- and checkpoint-based flow cytometry panel captures sepsis-related immune dysregulation and modestly refines SOFA-based mortality prediction. Dynamic measures, particularly changes in neutrophil activation and monocytic TLR expression, appear more informative than single baseline measurements, supporting the role of serial clinical cytometry as an adjunctive immunomonitoring tool in sepsis.

P155
Development And Preliminary Validation Of A 10-Color Multiparameter Flow Cytometry Panel For Acute Myeloid Leukemia
Najwan Salih Nima1, Renjie Liang2, Libing Xu2, Xin Guo3, Xin Chen3
1Medical City, Baghdad, Iraq, 2Shenzhen Mindray Bio-Medical Electronics Co., Ltd., Shenzhen, China, 3Henan Caprico Biotechnology Co., Ltd., Henan, China

Introduction Flow cytometric immunophenotyping plays a critical role in the diagnosis of acute myeloid leukemia (AML). The establishment of a standardized, robust diagnostic panel is essential for accurate identification of leukemic blasts and characterization of immunophenotypic heterogeneity. This study aimed to develop and preliminarily validate an AML diagnostic flow cytometry panel based on a Mindray flow cytometry platform using antibody (Caprico Biotechnologies)  . Methods An AML diagnostic flow cytometry panel was designed to support leukemic blast identification and immunophenotypic characterization. The panel included markers for leukocyte population orientation and blast localization (CD45), myeloid lineage association (CD13, CD33, CD117), stem and progenitor cell–associated markers (CD34), immune-related and characterization markers (HLA-DR), as well as markers commonly used to identify aberrant antigen expression patterns in AML (CD7, CD56, CD9, CD25). Lineage exclusion markers were included to aid differential diagnosis. Flow cytometric analysis was performed on a Mindray flow cytometer using Capri antibody reagents. Leukemic blasts were identified based on CD45 dim expression in combination with low side scatter, together with antigen expression patterns. The panel was evaluated in six patients with newly diagnosed AML, and immunophenotypic data were analyzed descriptively.   Results All six AML cases demonstrated a distinct cell population characterized by dim CD45 expression and low side scatter, consistent with leukemic blasts. CD117 was expressed in all cases, supporting myeloid lineage association. HLA-DR expression was observed across all samples, with variable intensity. Myeloid-associated markers CD13 and/or CD33 were detected in most cases, while CD34 expression was present in four of six patients, reflecting heterogeneity in stem and progenitor cell–associated antigen expression. Aberrant expression of markers including CD7, CD56, CD9, CD25, and CD11b was identified with heterogeneous patterns among individual cases. The distribution and frequency of aberrantly expressed markers detected in each AML sample are summarized in Figure 1 (A bar height of 1.0 indicates positive expression, and a height of 0.5 indicates dim expression. Negative markers were are not displayed.), highlighting inter-patient immunophenotypic variability. Lineage exclusion markers, including TdT, monocytic, and megakaryocytic markers, were consistently negative.    Conclusion The AML diagnostic panel developed using the Mindray flow cytometry platform and Antibody (Caprico Biotechnologies) demonstrated reliable performance in a preliminary validation cohort of six AML cases. The panel effectively identified leukemic blasts, confirmed myeloid lineage, and characterized immunophenotypic heterogeneity and aberrant antigen expression. These findings support the feasibility of this panel for routine AML diagnosis, with further validation in larger cohorts warranted.

P156
Expanding Diagnostic Insights: Ema Binding Assay And Ngs In Red Cell Membrane Pathologies
Priyanka Pandey1, Marilyn Li1,2,3, Michele Paessler1,3
1Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia, Philadelphia, PA, United States, 2Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, United States, 3Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania , Philadelphia, PA, United States

Introduction: Hereditary spherocytosis (HS) is a common inherited disorder characterized by abnormal red blood cell morphology and hemolytic anemia. Mutations in genes encoding cytoskeletal proteins disrupt membrane stability, leading to spherocyte formation. Flow cytometry using Eosin-5′-Maleimide (EMA), a fluorescent dye that binds to transmembrane protein Band-3, provides an effective screening method. Reduced EMA fluorescence indicates destabilization of Band-3 and associated membrane proteins due to genetic defects. In this retrospective analysis, we assessed the incorporation of EMA-based screening into routine clinical workflows to enable not only early detection of red cell membrane disorders but also to identify additional abnormalities affecting erythrocyte biology. Methods: The HS assay was conducted by incubating EDTA-anticoagulated whole blood with EMA dye for one hour. Fluorescence intensity was standardized against a normal control sample in each run. The HS Index was calculated by dividing the patient’s mean channel fluorescence (MCF) by the healthy control MCF. In our laboratory, the established normal EMA Binding Index range is 0.87–1.16; an HS Index below 0.87 is considered indicative of disease. The Inherited Red Blood Cell Disorder Panel is an in-house NGS-based test designed to identify genetic causes of red cell disorders, including anemias and membrane defects, by analyzing genes involved in cell structure, enzyme function, and ribosomal proteins. Results: Between January 12, 2023, and January 12, 2026, our laboratory performed 137 EMA binding assays. Next-generation sequencing (NGS) was conducted for 11 patients. Of these, seven patients had an HS Index <0.87, while three patients with HS Index values >0.87 (0.94, 0.95, and 0.91) exhibited inconclusive genetic findings. Notably, patients with borderline HS Index (0.91 and 0.95) harbored sequence variants in the CDAN1 and AK1, genes associated with erythropoiesis and energy homeostasis, respectively. Among patients with HS Index <0.87, causal pathogenic variants were identified in the following red cell cytoskeletal genes: ANK1 (n = 2), SLC4A1 (n = 1), SPTB (n = 3), and SPTA1 (n = 1). The three cases with HS Index >0.87 did not reveal causal pathogenic variants in cytoskeletal genes. Conclusions: EMA binding assay is a reliable screening tool for red cell cytoskeletal disorders. However, HS Index values near the lower end of the reference range should be interpreted with caution. While NGS panels for inherited red cell disorders primarily target cytoskeletal genes, comprehensive genetic analysis can uncover variants in other genes critical for erythrocyte physiology, such as those involved in energy metabolism, thereby expanding diagnostic insights.

P157
Security Guards Of Immune System: A Flow Cytometric Study Of Regulatory T Cells In Paediatric Idiopathic Nephrotic Syndrome
SWATI SHARMA1, P LALITA JYOTSNA1, SHAILAJA SHUKLA1, ABHIJEET SAHA2
1Department of Pathology, Lady Hardinge Medical College, New Delhi, India, 2Department of Paediatrics, Lady Hardinge Medical College, New Delhi, India

Introduction: Idiopathic nephrotic syndrome (INS) in children is characterized by proteinuria, oedema and hypoalbuminemia. Traditionally hypothesized to be a T-cell–mediated disorder, increasing evidence suggests a broader immune dysregulation involving multiple lymphocyte subsets. Flow cytometric immunophenotyping provides a robust platform to evaluate these immune alterations in peripheral blood. This study aimed to analyse peripheral blood lymphocyte subsets in children with INS and compare them with healthy controls, to better understand immune mechanisms contributing to disease pathogenesis.  Methods: This observational case–control study was conducted at a tertiary care centre. Peripheral blood samples were obtained from 30 children diagnosed with the first episode of nephrotic syndrome and age-matched healthy controls. The children were followed up at 6 weeks and 12 weeks of starting standard steroid therapy. Multiparametric flow cytometry was performed to assess lymphocyte subsets, including total T cells (CD3⁺), helper T cells (CD4⁺), cytotoxic T cells (CD8⁺), B cells (CD19⁺), natural killer cells (CD16⁺/CD56⁺), and regulatory T cells identified by CD4⁺CD25⁺CD127dimFoxP3 expression. Absolute counts and relative proportions of lymphocyte subsets were analysed and compared between study groups using appropriate statistical methods.  Results: Children with idiopathic nephrotic syndrome demonstrated significant alterations in peripheral blood lymphocyte subsets compared to controls.  A key finding was a reduction in the percentage and absolute count of regulatory T cells in children with INS at disease onset as compared to controls (p=0.007, p=0.025 respectively). At the 6 weeks and 12 weeks follow up, it was observed that the percentage and absolute counts of regulatory T cells increased with steroid therapy and was comparable to healthy controls (p=0.004, p=0.007 respectively). Receiver operator curves were plotted and a cut-off of 85/µL and 3% was identified for the absolute and percentage of regulatory t cells at disease onset as a predictor of relapse during the disease course. The relative deficiency of regulatory T cells suggests impaired immune regulation, potentially contributing to disease activity and relapse tendency in INS. Conclusions: This flow cytometric study demonstrates that idiopathic nephrotic syndrome in children is associated with significant immune dysregulation, prominently involving regulatory T cells. The reduction in peripheral blood regulatory T cells supports their role in the pathogenesis of INS and reinforces the concept of defective immune tolerance in this condition. Flow cytometric immunophenotyping provides valuable insights into immune alterations in INS and may aid in identifying immunological markers relevant for disease monitoring and future targeted therapies.

P158
Autoimmune Lympho-Proliferative Syndrome Unmasked By Detection Of A Rare Fas Splice Acceptor Variant On An Expanded Next-Generation Sequencing Hematologic Malignancy Panel
Daniel C. Akuma, Emily Ling-Lin Pai, Olga O. Pozdnyakova, Guang Yang
Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, United States

Introduction: Autoimmune lymphoproliferative syndrome (ALPS) is a rare primary immune disorder characterized by defective FAS-mediated apoptosis of lymphocytes, leading to chronic non-malignant lymphoproliferation, autoimmune cytopenias, and increased risk of lymphoma. The 2009 NIH International Workshop designates pathogenic variants in FAS, FASLG, or CASP10 as a primary diagnostic criterion, underscoring the critical role of next-generation sequencing (NGS), in disease definition and subclassification. The absence of a standardized ALPS-enriched sequencing panel across academic and commercial laboratories hinders consistent FAS detection and early diagnosis of ALPS. Here, we report a unique case of a 69-year-old man with longstanding intractable multifocal lymphadenopathy and cytopenias, whose ALPS diagnosis was clinched by an expanded NGS panel. Initial bone marrow and lymph node (LN) biopsies revealed non-specific findings ranging from polytypic plasmacytosis to benign lymphoid proliferation with follicular hyperplasia and sinus histiocytosis, most consistent with autoimmune lymphadenopathy. In contrast, a porta hepatis LN biopsy revealed an atypical lymphoid proliferation with expansion of γδ T cells and a clonal T-cell receptor (TCR) rearrangement, raising concern for a T cell neoplasm. Molecular analyses by NGS were unrevealing except for a persistent TET2 c.2941delinsGT (NM_001127208.2) variant (Table 1). Given equivocal findings, a diagnosis of clonal cytopenia of undetermined significance (CCUS) was favored, and the patient was treated with 6 cycles of CHOEP chemotherapy and later pralatrexate for presumed peripheral T-cell lymphoma, without substantial clinical benefit. After three years of diagnostic uncertainty, a follow-up LN biopsy revealed interfollicular expansion of TCRαβ-positive CD4⁻/CD8⁻ T cells, raising strong suspicion for ALPS and prompting FAS mutational analysis by NGS. Methods: Genomic DNA from left inguinal LN was analyzed using a hybrid-capture NGS panel, which was redesigned to provide full coverage of 202 hematologic malignancy-associated genes, including FAS. Results: NGS of inguinal LN specimen identified a somatic FAS splice-acceptor variant (c.652–1G>C, NM_000043.6; VAF 11%). Retrospective analysis of sequencing data from prior LN biopsies (from 2022 and 2023) also revealed the same FAS variant. In the context of the patient’s longstanding lymphadenopathy, splenomegaly, cytopenias, and characteristic double-negative T-cell expansion, a revised diagnosis of ALPS was established. Clinical management has since shifted from cytotoxic chemotherapy to ALPS-directed immunomodulatory therapy. Conclusions:This is the first report of the FAS splice acceptor variant c.652-1G>C, expanding the molecular spectrum of ALPS. As exemplified by retrospective sequencing analysis, this report underscores the importance of FAS-enriched NGS panels, as earlier diagnosis of ALPS might prevent misdiagnosis and unnecessary cytotoxic therapy.

P159
Detection Of Flt3 Mutations In Acute Myeloid Leukemia Using Next-Generation Sequencing, Fragment Analysis And Direct Sequencing
Soon Hee Chang, Sang Mook Kim, Soong Ki Roh, Eun Jin Kim, Yu Kung Kim, Dong Il Won, Jang Soo Suh
Kyungpook National University, Daegu, South Korea

Introduction:FLT3 mutations are the most common genetic alterations in AML, found in about one third of newly diagnosed patients. There are two distinct types of FLT3 mutations: internal tandem duplication (ITD) in the juxtamembrane domain occur in about 20-25% of adult AML patients, and point mutations in tyrosine kinase domain (TKD), primarily affecting D835, occur in approximately 5-10% of patients. FLT3-ITD mutation is an independent prognostic factor associated with increased relapse and poorer overall survival in AML. As extensive next-generation sequencing (NGS) panels have become increasingly available, additional FLT3 mutations outside of the ITD and D835 regions have been described. This study aimed to investigate FLT3 mutations detected by targeted NGS in AML patients and compare the results with fragment analysis or direct sequencing. Methods: This study enrolled 185 patients including 176 newly diagnosed and 9 relapsed AML, and compared FLT3 mutations detected by targeted NGS with the results from fragment analysis or direct sequencing. Targeted NGS for FLT3 mutation was performed using the Oncomine Myeloid Research Assay (OMA, Thermo Fisher Scientific, Waltham, MA, USA). Fragment analysis for FLT3-ITD was performed on a 3500 Genetic Analyzer (Thermo Fisher Scientific, Waltham, MA, USA) for exon 14 and 15. For detection of FLT3-TKD mutation, exon 20 of FLT3 was PCR amplified and then direct sequencing was performed. Results:  The overall positivity rate for FLT3 mutations in newly diagnosed AML patients was 28.4% (50/176), including 21.6% (38/176) for FLT3-ITD, 8.5% (15/176) for FLT3-TKD, and 3.4% (6/176) for non-ITD/TKD FLT3. Most (36/38) of FLT3-ITD were detected by both NGS and fragment analysis showing high concordance. Of the four FLT3-ITDs detected by NGS in relapsed AML patients, two with low AF (0.1 and 1.0) were not detected in fragment analysis. Among 15 FLT3-TKD positive patients detected by NGS, 5 cases with low AF (3.85-12.91) were not detected by direct sequencing. Additionally, multiple FLT3-ITD, multiple FLT3-TKD, and FLT3-ITD-TKD dual mutations occurred in 4.0% (7/176), 1.1% (2/176), and 1.1% (2/176) of newly diagnosed AML patients. Conclusions: This study demonstrates reliable results with better sensitivity of NGS compared to conventional fragment analysis or direct sequencing in detecting FLT3 mutations. This study revealed additional comprehensive information from NGS, such as multiple FLT3-ITD or FLT3-TKD mutations, FLT3-ITD-TKD dual mutations, and especially NC FLT3 mutations, which showed quite heterogenous patterns among patients.

P160
Ultra-Sensitive Superrca Assay Enables Detection Of Kit D816V In Systemic Mastocytosis Patients With Low Vaf
Andrew S. Dixon1, Natalia Sigal1, Erik Kish-Trier1, Mark Rosenzweig2, Guang Yang2, Rentian Wu2, Rachel L. Erlich2, Lei Chen3, Sara Bodbin3, Tracy I. George1, Leo Lin1, Peng Li1
1ARUP Laboratories, Salt Lake City, UT, United States, 2Blueprint Medicines, Cambridge, MA, United States, 3Rarity Bioscience, Uppsala, Sweden

Introduction
Detection and quantification of the KIT D816V mutation is critical for diagnosing systemic mastocytosis (SM). Conventional methods such as ddPCR typically achieve a LoD near 0.03% VAF in validated commercial assays, which we (George et al) and others (Navarro-Navarro et al) previously demonstrated fails to detect KIT D816V mutation in peripheral blood in up to 24% of patients with SM. To overcome this limitation, we modified a superRCA assay to deliver ultra-high sensitivity and precision for KIT D816V detection, which was validated to 0.001% VAF (LoQ). This level of sensitivity may enable earlier detection of disease in SM patients with low KIT D816V VAF due to low circulating mast cell burden and improve the overall patient diagnostic journey. Methods
The new ultra-sensitive superRCA KIT D816V assay includes an increased genomic DNA input (2,640 ng), double reaction volume, optimized amplification enzymes and optimized flow cytometry conditions versus the original superRCA assay. Validation was performed assessing accuracy, precision, linearity, sensitivity, specificity, stability, and carryover. Testing included healthy donor and patient samples spanning VAFs from 50% to below 0.03% (not detectable by ddPCR). Results
The ultra-sensitive superRCA KIT D816V assay demonstrated robust performance across all evaluated parameters. Accuracy studies showed 100% qualitative concordance with ddPCR and excellent quantitative correlation (R² = 1.00). Sensitivity exceeded expectations, with the analytical LoD calculated at 0.0006% , leading to detection of KIT D816V in 10/10 ISM patient samples that were previously undetectable by ddPCR.  The assay maintained precision even at VAFs <0.03%, with %CVs ranging from 3 – 32%. Linearity was confirmed from 0.0003% to 10% VAF (R² = 1.00). Specificity testing in healthy donor cohorts demonstrated minimal background, ranging from 0 – 0.0004% VAF. Stability studies confirmed DNA integrity up to 39 months when stored frozen at -20°C and minimal impact from freeze–thaw cycles. Carryover analysis indicated one wash well was sufficient to remove residual events from samples with VAFs up to 10%. The detected/not detected calling threshold of the new, clinically validated ultra-sensitive superRCA KIT D816V assay was set at the LoQ – 0.001%, over 30-fold more sensitive than the calling threshold of ddPCR. Conclusions
The ultra-sensitive superRCA KIT D816V assay enables detection of KIT D816V at levels previously undetectable by ddPCR, supporting its use in clinical practice and research, and highlighting potential for future diagnostic applications.  The increased sensitivity demonstrated here may prove beneficial by improving KIT D816V detection and enabling earlier diagnosis of SM.

P161
An Aggressive Disease: Pediatric Bcr::Abl1 Positive T-Lymphoblastic Leukemia
Asma Al Jahwari1, Nawal Al Mashaykhi2, Fatma Al Bulushi1, Suha Al lawati1, Mohammed Al Rawahi3, Yasser Wali4, Amr Dahdouh2, Abdulhakim Al-rawas2, Halima Al-shehhi5
1Department of Hematology, Sultan Qaboos University Hospital, University Medical City, Muscat, Oman, 2Department of Child Health, Sultan Qaboos University Hospital , University Medical City, Muscat, Oman, 3Department of Hematology, College of Medicine, Sultan Qaboos University, Muscat, Oman, 4Department of Child Health, College of Medicine, Sultan Qaboos University, Muscat, Oman, 5Department of Genetics, Sultan Qaboos University Hospital, University Medical City, Muscat, Oman

Introduction T lymphoblastic leukemia (T-ALL) with BCR::ABL1 fusion is an exceedingly rare entity in both adults and pediatrics. A recent literature review reported 16 pediatric cases1. Available literature indicates that this subtype is associated with an aggressive clinical behavior, limited therapeutic responses to conventional regimens and poor overall prognosis1,2.Herein,we report our first encounter of a pediatric case with BCR::ABL1 positive T-ALL   Research Methodology This is a retrospective case report. Clinical and laboratory data were obtained from the hospital information system after informed consent.   Results A 7-year-old boy presented with fever, abdominal pain, hepatosplenomegaly and lymphadenopathy. Initial investigations showed marked leukocytosis, anemia, thrombocytopenia and acquired hypofibrinogenemia likely due to disseminated intravascular coagulation (DIC). Blood film revealed a large population of circulating blasts. Bone Marrow Examination (BME) and immunophenotyping were consistent of T-ALL of non-early T cell precursor phenotype. G-banded chromosomal analysis and Fluorescence In Situ Hybridization (FISH) showed TCRA/D rearrangement as a result of translocation t(4;14)(q?25;q11) and BCR::ABL1 fusion resulting from t(9;22)(q34;q11). DNA and RNA targetednext generation sequencing (NGS) showed BCR::ABL1 with B4A4 isoform. Furthermore, it showed an oncogenic variant in PTEN with a variant allele frequency of 50%. The patient was initially started on UKALL 2019 regimen B protocol which was switched to ALL 0622 Ph positive protocol including tyrosine kinase inhibitor (TKI), Dasatinib after the conformation of BCR::ABL1 positivity. Post induction bone marrow assessment showed refractory disease with 20% blasts on BME. Within one week after post induction assessment, the patient presented with fever and high WBC count of 200x109/L. BME confirmed infiltration with >95% blasts similar to the diagnostic phenotype. Repeat molecular panel confirmed the presence of both BCR::ABL1 and TCRA/D rearrangement with an additional oncogenic variant in RUNX1. The patient was salvaged with NECTAR protocol and Ponatinib. On assessment post Cycle 1 NECTAR, BME showed residual disease at 5-7%. Furthermore, CNS involvement was confirmed on CSF sample with similar immunophenotype.  Treatmentwas escalated to FLA-ID, Ponatinib, and IT chemotherapy, with allogenic stem cell transplant planned on first remission.   Conclusion T-ALL with BCR::ABL1 fusion is a rare disease associated with unfavorable prognosis based on the limited number of reported cases so far. The clinical course of our case highlights the aggressiveness and chemoresistance that could be associated with this disease.  Reporting such cases is essential to improve the understanding of this entity and refine the therapeutic guidelines that target its underlying biology and improved patient outcomes.

P163
Detection Of Measurable Residual Disease By Measurement Of Wt1 Expression In Acute Myeloid Leukemia Patients
Perapon Junturat1, Adcharee Kongruang1, Dollawat Sae-chua1, Kwannapa Aiyarapong1, Takol Chareonsirisuthigul1, Budsaba Rerkamnuaychoke1, Sasivimol Rattanasiri2, Chanatpon Aonnuam2, Orathai Munggaranonchai2, Teerapong Siriboonpiputtana1
1Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand, 2Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand

Introduction: Measurable residual disease (MRD) assessment during morphological remission is critical for evaluating treatment response and prognosis in acute myeloid leukemia (AML). Wilms' tumor gene 1 (WT1) has been proposed as an alternative MRD biomarker due to its frequent overexpression in AML, although previous studies have reported conflicting prognostic implications. This study aimed to characterize WT1 expression patterns and evaluate its potential as an MRD marker in a single patient cohort.  Methods: Quantitative real-time reverse transcription PCR (qRT-PCR) was performed on RNA samples from the bone marrow of 22 AML patients, collected at multiple treatment time points. Patients were divided into high- and low-WT1 expression groups using a threshold of 2.5%. The outcome of interest in these two groups was the occurrence of relapse, with the median follow-up duration of 50.4 months (range: 0.5–81.4 months).  Results: WT1 overexpression was detected in 13 of 14 (93%) diagnostic baseline samples. WT1 expression levels decreased consistently in all 15 patients following therapy, mirroring treatment response. Median WT1 levels were 0.36% (range: 0.08–1.29%) post-induction, 0.15% (0.03–0.98%) post-consolidation, and 0.24% (0.08–0.76%) post-maintenance. Longitudinal monitoring revealed no significant fluctuations in WT1 expression throughout the follow-up period. Relapse was observed in both patients with high and low WT1 expression at diagnosis, as well as in a case with sustained WT1 suppression after therapy. No significant association was observed between WT1 expression levels at diagnosis or at subsequent time points and the occurrence of relapse. Conclusion: WT1 overexpression was common at the time of AML diagnosis and declined after therapy, reflecting the treatment response. However, WT1 expression did not demonstrate prognostic utility as an MRD biomarker in this cohort, underscoring the need for complementary MRD assays to improve prognostic accuracy. These findings should be interpreted as preliminary due to the limited sample size and warrant validation in larger, prospective studies. Keywords: Acute myeloid leukemia, measurable residual disease, WT1, biomarker, qRT-PCR      

P164
Ngs-Based Comparative Analysis Of Multiple Myeloma According To 1Q21Gain
Jung Ah Kwon1, Jong Kwon Lee2, Seong Gyu Yun2, Dongjin Shin2
1Korea University guro hospital, seoul, Korea, 2Korea university anam hospital, seoul, Korea

Introduction Chromosome 1q gain (1q+) is one of the most common secondary cytogenetic abnormalities in multiple myeloma (MM) and is recognized as an adverse prognostic factor. Genes located on chromosome 1q (e.g., CKS1B, MCL1, ADAR1) play important roles in cell proliferation, treatment resistance, and clonal evolution. Although conventional fluorescence in situ hybridization (FISH) can detect these abnormalities, next-generation sequencing (NGS) provides a more comprehensive genomic perspective,including small variant, copy number variation (CNV), and structural variants. This study aimed to determine whether MM patients with 1q gain and concomitant IGH rearrangements exhibit distinct genomic patterns.   Methods A total of 124 patients diagnosed with multiple myeloma between January 2022 and September 2025 at Korea University Medical Center were included in this study. For cytogenetic evaluation, fluorescence in situ hybridization (FISH) analyses targeting IGH::FGFR3, IGH::MAF, IGH::CCND1, 1q21 gain/1p32 deletion, del(13q), and del(TP53) were performed on CD138⁺plasma cell–enriched samples. Targeted next-generation sequencing was performed on unenriched bone marrow aspirate samples using targeted myeloma gene panels. Somatic variants were interpreted according to 2022 ClinGen/CGC/VICC guidelines, and only Tier I, II variants were analyzed.   Result Among 124 MM patients, 1q gain was observed in 61 cases (49.2%). Concomitant IGH rearrangements were present in 33 of these cases, most commonly IGH::FGFR3 (n=15), followed by IGH::CCND1 (n=13) and IGH::MAF (n=5) in FISH analysis. Among patients with 1q gain, the most frequent concomitant IGH rearrangement was IGH::FGFR3, observed in 15 of 61 cases (24.6%). In contrast, IGH::CCND1 was the most common rearrangement in patients without 1q gain, occurring in 24 of 63 cases (38.1%). In the 1q gain without IGH arrangement group, oncogenic variants were identified in KRAS, RB1, NRAS, BRAF, and TP53, in that order. In the 1q gain with IGH rearrangement group, oncogenic variants were identified in KRAS, TP53, NRAS, ASXL1, and IRF4, in that order. In contrast, in the group without 1q gain, oncogenic variants were observed in NRAS,KRAS,BRAF,TET2, and TP53, in that order.   Conclusion Oncogenic variant analysis demonstrated that multiple myeloma with 1q gain exhibits a distinct genomic profile characterized by the accumulation of activating oncogenic signaling variants together with recurrent oncogenic alterations affecting tumor suppressor genes. This pattern was observed in both 1q gain subgroups with and without IGH rearrangements, whereas cases without 1q gain were predominantly associated with isolated oncogenic signaling and epigenetic modifier mutations.

P165
Development Of A Highly Sensitive Real-Time Qpcr Reagent For The Screening Of Vexas Syndrome
Miwa Matsubara, Mayu Ikeda, Shota Nakada, Yuki Namba, Hikaru Hattori, Yuji Izumisawa
Sysmex Corporation, Kobe, Japan

Introduction VEXAS syndrome, initially reported in 2020, is an adult-onset autoinflammatory disease characterized by progressive bone marrow failure. A diagnosis necessitates the identification of somatic mutations in the UBA1 gene within myeloid cells. However, there is an absence of IVD reagents at present, and testing is conducted in research settings or as LDTs. “The American College of Rheumatology Guidance Statement for Diagnosis and Management of VEXAS Developed by the International VEXAS Working Group Expert Panel (2025)”, underscores the significance of genetic testing for UBA1 mutations in the diagnosis of VEXAS syndrome. This consensus recommends initial screening for mutations in exon 3 and splice sites using Sanger sequencing or NGS. However, Sanger sequencing has been observed to lack sensitivity in detecting low variant allele frequency (VAF) somatic mutations. Furthermore, highly sensitive methods such as NGS or digital PCR are costly for routine screening. Consequently, there is an urgent need for a low-cost, simple, and highly sensitive assay for UBA1 mutations is urgently needed in clinical practice. We aimed to develop a real-time qPCR clamp assay technology for the sensitive detection of four hotspot mutations in exon3 and splice sites (c.122T>C, c.121A>G, c.121A>C, c.118-1G>C), ensuring both analytical performance and clinical applicability. Methods Contrived samples with mutation rates ranging from 0.3% to 1% were prepared by combining synthetic DNA and genomic DNA extracted from healthy male whole blood. Utilizing these samples, an evaluation was conducted of the analytical performance of the developed reagent for the four target mutations through real-time PCR. Results A real-time qPCR-based assay was established to determine the presence of UBA1 variants based on Ct values. The LoD was achieved at a mutation rate of 0.75% for all four target mutations. Conclusions Our reagent has been demonstrated to exhibit a high degree of reliability in the detection of four clinically relevant UBA1 mutations, thereby ensuring high sensitivity. This assay combines the simplicity of Sanger sequencing with sensitivity comparable to NGS or digital PCR and can provide clinical testing aligned with the diagnostic workflow for VEXAS syndrome based on international consensus.

P166
Refining B‑All Diagnostics: Unlocking Rna‑Seq&Rsquo;S Potential Against The Fish Gold Standard
Manja Meggendorfer, Torsten Haferlach, Wencke Walter
MLL Munich Leukemia Laboratory, Munich, Germany

Introduction The current WHO 5th edition and International Consensus Classification classify B‑ALL primarily through genetic alterations that inform prognosis and targeted therapies. RNA‑sequencing plays a key role by detecting fusion transcripts, gene‑expression patterns, and driver lesions, enabling precise assignment to established and emerging molecular B‑ALL entities. The aim of this study was to evaluate the potential of RNA‑Seq in a real‑life adult B‑ALL cohort compared with current gold standard diagnostics. Methods RNA‑Seq libraries were prepared using the NEBNext Ultra Directional RNA Library Prep Kit and sequenced on a NovaSeq 6000/X (~50 million cluster/sample). Fusions were identified with Arriba, STAR‑Fusion, and Manta and retained only if called by at least two algorithms and absent from controls; expression data were normalized and ALLCatchR was applied for gene expression‑based subtype stratification. Results A cohort of 110 adult patients (median age 53 years [18–86]) diagnosed by immunophenotyping and complementary cytogenetics (chromosome banding analysis, FISH) was investigated by RNA‑Seq. ALLCatchR stratified 109/110 cases with variable confidence into BCR::ABL1 (n=40), BCR::ABL1‑like (n=17), hypodiploid (n=13), KMT2Ar (n=13), DUX4 (n=6), ZNF384r (n=5), TCF3r(n=4), hyperdiploid (n=3), PAX5‑altered (n=3), PAX5 P80R (n=2), MEF2Dr (n=2), CDX2/UBTF (n=1), and one case not classifiable by RNA‑Seq with other genetic lesions. Blast counts ranged from 10-99% without relevant impact on RNA‑Seq-based subclassification confidence. In total, 77 patients were assigned “high‑confidence” scores, 27 “candidate”, and 5 “low confidence”; the “low‑confidence” group comprised BCR::ABL1 (3/5), BCR::ABL1‑like (1/5), and hypodiploid (1/5) cases, 4/5 showing concordant fusion transcripts or CRLF2 overexpression in RNA‑Seq analyses. RNA‑Seq-only detectable entities were supported by parallel readouts, like high CRLF2 expression for BCR::ABL1‑like cases or fusion calls for DUX4r cases. In addition, RNA-Seq significantly enhanced diagnostic accuracy in phenotypically complex cases. For instance, it identified a patient as belonging to the B-ALL PAX5 P80R subgroup despite immunophenotyping suggesting minimally differentiated AML. The PAX5 mutation was later verified by single amplicon sequencing. In another case, where phenotypic assessments were inconclusive, RNA-Seq revealed HOX gene activation and an expression profile consistent with AML-NPM1, subsequently confirmed by routine panel sequencing. Additionally, for a patient initially suspected to be a common B-ALL without available cytogenetics due to non-proliferating cells, RNA-Seq uncovered a CBFB::MYH11 fusion transcript, later validated by FISH. Conclusion RNA‑Seq was compared to established cytogenetic methods and enabled comprehensive detection of defining genetic lesions, recognition of emerging molecular entities, and timely therapeutic stratification, supporting its implementation in modern B‑ALL diagnostic algorithms and clinical trials.

P167
Routine Tp53 Testing And Clinical Impact In Dlbcl: An Open Question
Veronika Navrkalova1,2,3, Andrea Mareckova1, Vaclav Kubes4, Lenka Radova2,3, Michael Doubek1,2,3, Sarka Pospisilova1,2,3, Jana Kotaskova1,3
1Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic, 2Central European Institute of Technology (CEITEC), Center of Molecular Medicine, Masaryk University, Brno, Czech Republic, 3Department of Medical Genetics and Genomics, Faculty of Medicine, Masaryk University and University Hospital Brno, Brno, Czech Republic, 4Department of Pathology, University Hospital Brno, Brno, Czech Republic

Introduction Diffuse large B-cell lymphoma (DLBCL) is the most common non-Hodgkin lymphoma with marked genetic heterogeneity and variable clinical outcomes. While approximately 60% of patients achieve durable remission following standard first-line immunochemotherapy (R-CHOP), up to 40% develop relapse or refractory disease. TP53 defects occur in 20-30% of patients and are associated with poor prognosis and refractoriness to R-CHOP. However, routine TP53 testing is not settled and usually limited to immunohistochemistry (IHC), while sequencing and cytogenetics are rarely applied. Consequently, the allelic composition and clinical impact of TP53 defects is under-recognized in DLBCL diagnostics. Methods Diagnostic tissue samples from 69 DLBCL patients were retrospectively analyzed using the established NGS panel LYNX for comprehensive profiling in lymphoid malignancies (PMID: 34082072, 40346678).TP53 mutations (mut), deletions (del) and copy-neutral loss of heterozygosity (cnLOH) were identified and correlated with progression-free survival (PFS) and overall survival (OS). TP53 status determined by NGS was compared with IHC results in 46 cases. Results TP53 defects were detected in 48% (33/69) of patients, including 21 mutations identified in 20 patients (predominantly missense, n=18) and 33 cytogenetic alterations in 31 patients (28 deletions, 5 cnLOHs; in two cases concurrent). Based on allelic status, patients were classified as having single-hit TP53 defect (13 del, 2 mut) or double-hit defects (15 mut/del, 2 mut/cnLOH, 1 mut/mut). The presence of TP53 alterations was not significantly associated with aggressive disease, defined as survival shorter than the cohort median (PFS 0.9 years, OS 1.8 years). However, double-hit alterations were more frequent among patients with short PFS (<0.9 year; p=0.05). Survival analysis showed that patients with double-hit TP53 defects tend to have the shortest PFS and OS, but the difference did not reach statistical significance likely due to low numbers of cases. Concordance between TP53 status assessed by NGS and IHC was 78% (36/46). Ten discordant cases were misclassified as TP53 wild-type by IHC despite the presence of TP53 defects by NGS (7 single-hit and 3 double-hit patients). Conclusion While we observed high frequency of TP53 defects affecting nearly half of our DLBCL cohort, the overall clinical impact remains debatable. Evaluation of TP53 allelic status suggests that double-hit alterations are associated with more aggressive disease and early progression. Integrative NGS-based TP53 testing outperformed IHC and should be considered for improved risk stratification in routine diagnostics and patient enrollment in clinical trials investigating novel therapies. Supported by MH CR (FNBr, 65269705), MEYS CR (CZ.02.01.01/00/23_020/0008555) and MUNI/A/1733/2025.

P170
Β-Globin Gene Mutations In Β-Thalassaemia Patients Across Cambodia And Malaysia
zefarina zulkafli1,4, Razan Hayati Zulkeflee1,4, Rosnah Bahar1,4, Rosline Hassan1,4, Zilfalil Alwi1,4, Muhammad Faris Danish Syukri3, Srey Viso2, Chean Sophal2
1Department of Haematology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Malaysia, 2National Pediatric Hospital, Phnom Penh, Cambodia, 3School of Health Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Malaysia, 4Hospital Pakar Universiti Sains Malaysia, Kubang Kerian, Malaysia

Introduction: β-thalassaemia is a genetically inherited haemoglobin disorder and represents a significant global public health concern. It is particularly prevalent in Southeast Asia, including Cambodia and Malaysia. Understanding the molecular spectrum of β-globin gene mutations in affected populations across Malaysia and Cambodiais crucial for accurate diagnosis, effective screening, and the development of targeted prevention and control strategies. Methods: A retrospective cross-sectional study was conducted upon biobanked samples (n=62); 31 samples obtained from Haematology Unit of Hospital Pakar Universiti Sains Malaysia (HPUSM) and 31 samples from Cambodia. The samples were analysed to study the mutation allele prevalences specific to each population including allelic zygosity, and the effectiveness of multiplex ARMS (MARMS) assay when compared to sequencing method. Results: β-globin mutations detected were to be IVS1-5 (G>C), CD41/42 (−TTCT), CD26 (G>A), IVS1-1 (G>T), CD8/9 (+G), CD71/72 (+A), CD19 (A>G), and IVS2-654 (C>T) in Malaysian cohort, while CD41/42 (−TTCT), CD26 (G>A), Poly-A (A>G), and IVS2-654 (C>T) were detected in Cambodian cohort using the MARMS panel. However, we also detected β0Filipino deletion, CD41(−C), and IVS1-2 (T>G) in four Malaysian patients using next generation sequencing these mutations were not detected by MARMS. 43.5% of the total patients were detected for compound heterozygous HbE/β-thalassaemia with 19.4% and 67.7% within Malaysian and Cambodian cohorts respectively. Only one patient in Cambodian group was found to have homozygous IVS2-654 (C>T) mutation. The Fisher’s exact test (α = 0.05) was applied to assess the association between different β-globin gene mutations and coinheritance with CD26 (G>A) (HbE). In the overall study population, CD41/42 (−TTCT) and IVS2-654 (C>T) showed a statistically significant association with coinheritance with HbE (p <0.05). However, in the Cambodian cohort, only CD41/42 (−TTCT) demonstrated a significant association (p <0.05). In contrast, the Malaysian cohort revealed that CD8/9 (+G) and the β⁰ Filipino deletion were significantly associated with coinheritance with CD26 (G>A) (HbE) (p <0.05). Conclusions: The identification of population-specific mutation patterns can enhance early detection of β-thalassaemia while optimising the efficiency of national screening programmes. Keywords: β-thalassaemia; mutations; Malaysia, Cambodia

P171
Early Detection Of Acute Megakaryoblastic Leukemia Secondary To A Chronic Myeloproliferative Neoplasm
Miriam Albéniz1, Ángel Molina2, Maite Serrando2, José Luis Bedini2, Anna Merino2
1Biochemistry and Molecular Genetics Department, Biomedical Diagnostic Centre (CDB), Hospital Clínic, Barcelona, Spain, 2Core Laboratory, Biochemistry and Molecular Genetics Department, Biomedical Diagnostic Centre (CDB), Hospital Clínic, Barcelona, Spain

Introduction Transformation to acute myeloid leukemia in chronic myeloproliferative neoplasms is an uncommon complication associated with a poor prognosis, especially when it evolves into acute megakaryoblastic leukemia (AMkL). Early recognition is challenging, particularly when initial laboratory findings include anemia, thrombocytopenia, and elevated lactate dehydrogenase (LDH), requiring consideration and exclusion of hemolytic anemia in the differential diagnosis. In this context, the clinical laboratory plays a critical role in identifying early signs of leukemic transformation. Methods A 66-year-old woman with a 5-year history of Polycythemia Vera treated with hydroxyurea, was admitted to the Emergency Department of our Hospital presenting small bruises on the upper extremities and generalized musculoskeletal pain. Complete blood count and leukocyte scattergram analysis were performed using a Sysmex XR analyzer, and peripheral blood (PB) smears were examined using the CellaVision DM9600 digital image analyzer. Due to a non-evaluable bone marrow aspirate, flow cytometry immunophenotyping was performed on PB. Cytogenetic and molecular analyses included conventional karyotyping, FISH and next generation sequencing. Results Laboratory testing revealed low values of hemoglobin (112 g/L; reference range (RR): 120-150) and reticulocyte counts (9.7x109/L; RR: 25-90), severe thrombocytopenia (42x109/L; RR: 130-400), and markedly elevated LDH levels (3,027 U/L; RR: <234), with negativity for direct antiglobulin test. The initial clinical suspicion based on laboratory results was hemolytic anemia. Although total leukocyte count remained within reference range, leukocyte scattergram analysis demonstrated an abnormal population overlapping the monocytic region, with increased fluorescence intensity and altered internal complexity (Figure 1A). PB smear examination showed preserved red blood cell morphology, making hemolysis unlikely, and a total of 23% of blasts with the following morphological characteristics: medium to large size, high nuclear-cytoplasmic ratio, predominantly regular nucleus, with immature chromatin and occasional nucleoli. The cytoplasm was scant, slightly basophilic and agranular, with occasional cytoplasmic protrusions (Figure 1B). Flow cytometry confirmed a blastic population expressing megakaryocytic markers (CD41, CD61, CD42b), myeloid-associated markers (CD33), and immaturity markers (CD34), with absence of myeloperoxidase expression, consistent with AMkL. Cytogenetic studies showed a complex karyotype with TP53 deletion, and molecular analysis identified mutations in JAK2, ASXL1 and TP53. Despite initiation of treatment, the patient experienced rapid clinical deterioration and died within weeks of diagnosis. Conclusions This case emphasizes the critical role of the clinical laboratory, integrating PB morphology and complementary tests, in the early detection of the unusual transformation of a myeloproliferative neoplasm (Polycythemia Vera) to an acute myeloid leukemia of megakaryocytic lineage.

P172
Automatic Identification Of Acute Myeloid Leukemia With Nucleophosmin Gene Mutation Using A Vision Transformer-Based Artificial Intelligence Model
Kevin Barrera2, Anna Merino1, José Rodellar3
1CORE Laboratory. Biochemistry and Molecular Genetics Department. Biomedical Diagnostic Center. Hospital Clinic, Barcelona, Spain, 2Control, Data and Artificial Intelligence (CoDAlab), Department of Mechanical Engineering, Escola d’Enginyeria de Barcelona Est (EEBE), Universitat Politècnica de Catalunya, Barcelona, Spain, 3Control, Data and Artificial Intelligence (CoDAlab), Department of Mathematics, Escola d’Enginyeria de Barcelona Est (EEBE), Universitat Politècnica de Catalunya, Barcelona, Spain

Introduction: Acute myeloid leukemia (AML) with mutation in nucleophosmin gene (NPM+) is associated with a good response to treatment and is characterized by blasts showing a fingerprint-like nuclear indentation. However, distinguishing these blast cells from atypical promyelocytes (AP) of acute promyelocytic leukemia remains a morphological challenge. To contribute to the differential diagnosis of APL and AML NPM+, this study proposes a ViT-DINO-tSNE model for the automatic classification of these cellular subtypes.

Methods: A set of 5,909 images of blast cells was used, obtained from peripheral blood (PB) smears stained with May Grünwald-Giemsa using the Sysmex SP-50 and analyzed using the CellaVision DM96 and DM9600 morphological analyzers. The dataset included 2,892images of blast cells without NPM mutation (NPM-), 2,943 images of atypical promyelocytes, and 74 blast cells NPM+. After evaluating different architectures based on convolutional neural networks and Vision Transformers (ViT), a ViT trained using the self-supervised, DINO approach was selected (see Figure 1A). In this framework, a ViT Giant (teacher) guides the learning of a ViT Tiny (student) to extract 768 features per image. This design allows the tiny model to learn meaningful representations similar to those of a larger model while maintaining a lower computational load. The resulting feature vectors were then projected into a two-dimensional space using t-SNE to analyze the separability among the three classes. Finally, a simple neural classifier was trained to assign each image to a class based on these features, resulting in a lightweight automatic identification system. .

Results: Model validation was performed using an independent test set composed of 723 images of NPM- blasts, 736 of AP and 75 of NPM+ blasts.The system showed perfect performance in detecting blastsNPM+, achieving 100% sensitivity and 100% specificity (Figure 1B). For the remaining categories, sensitivity and specificity were 96.4% and 97.7% for NPM- blasts, and 97.4% and 96.7% for AP, respectively, reaching an overall accuracy of 97.1%. The t-SNE projection revealed a clearly separated visual cluster for NPM+ blasts, as well as a clear separation between NPM- blasts and atypical promyelocytes, delineating the three classes, as shown in Fig. 1C.

Conclusion:  The ViT-DINO-tSNE model shows high performance in distinguishing NPM+ blasts from other myeloid blasts and atypical promyelocytes. By combining high accuracy with computational efficiency, this model can serve as a support tool in the initial diagnostic of patients with AML with NPM mutation and its morphological differentiation from APL.

P173
Pediatric Erythroblastic Sarcoma: A Unique Hematopoietic Neoplasm With Cns Tropism And Nfia Fusions.
Mira/G Basuino1, Anton Rets1, Jeffrey Jacobsen1, Peng Li1, Maria Aguiar2, William Owen3, Linda Pegram3, Madhu Menon1
1University of Utah and ARUP Laboratories, Salt Lake City, UT, United States, 2Children's Hospital of the King's Daughters Department of Pathology, Norfolk, VA, United States, 3Children's Hospital of the King's Daughters Department of Hematology and Oncology, Norfolk, VA, United States

Introduction: Erythroblastic sarcoma (ES), a rare hematologic neoplasm, is the mass-forming presentation of acute erythroid leukemia (AEL). Given its rarity and the limited number of published cases, diagnosis is challenging especially in a pediatric setting. We describe a case of ES in a male child 22 months of age who presented with abnormal neuroimaging and CSF analysis.    Methods: Outside consultation was performed at ARUP Laboratories in Salt Lake City, Utah.    Results: The patient presented in March 2025 with a history of seizures. Cytologic examination of cerebrospinal fluid (CSF) revealed increased numbers of medium to large mononuclear cells with cytoplasmic blebs, moderate amounts of dense blue cytoplasm, and nuclei with moderate chromatin clumping and visible nucleoli. By flow cytometry, the neoplastic cells were intermediate to large by scatter properties and expressed CD117, CD36, CD71 (bright), CD235a and CD45 (dim/negative) while lacking expression of CD34, CD38, CD33, CD56, and CD105. T-cell gene rearrangement by PCR was negative. Bone marrow biopsy showed a normocellular marrow with trilineage hematopoiesis and no flow cytometric evidence of myeloid neoplasia or lymphoproliferative disorder. A brain biopsy showed clusters and sheets of atypical cells with a high nuclear/cytoplasmic ratio and fine chromatin. By immunohistochemistry, those cells were positive for CD117, E-cadherin, CD71, GLUT-1, and EMA and negative for MPO, CD68, CD33, CD34, S100, SOX10, CD45, Glycophorin A, SMA, TdT, CD3, AE1/AE3, and synaptophysin. P53 immunostain demonstrated a wild-type pattern. FoundationOne testing revealed NFIA::RUNX1T1 fusion. Despite treatment with systemic and intrathecal chemotherapy, craniospinal radiation therapy, and haploidentical stem cell transplant, the patient died in November 2025.   Conclusions: The overall findings were diagnostic of ES. Our report contributes to the sparse literature on this entity and supports previous findings of increased soft tissue and CNS involvement by AEL/ES in pediatric patients as compared to adults. Divergent molecular pathways have been shown in adult versus pediatric cases; In adults, AEL/ES are primarily TP53 mutation driven while in pediatric patients, AEL/ES appear to be enriched for gene fusions particularly involving the NFIA gene (similar to our case). In addition, pediatric cases seem to demonstrate CNS tropism. In conclusion, pediatric ES is a unique CNS tropic hematopoietic neoplasm, which is a potential pitfall for neuropathologists and requires careful morphologic, immunophenotypic and cytogenetics/molecular evaluation before arriving at a diagnosis. 

P174
Integrated Longitudinal Laboratory And Morphologic Assessment For Risk Stratification Of Disease Progression In Chronic Lymphocytic Leukemia
Yi-Yun Chen1, Chuan-Po Lee1, Hsiang-Ling Ho1, 2
1Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, 2Department of Biotechnology and Laboratory Science in Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan

Introduction   Chronic lymphocytic leukemia (CLL) demonstrates marked heterogeneity in disease progression. While molecular and cytogenetic analyses provide prognostic information, these tests are not routinely performed in all clinical settings. Therefore, there is a practical need for laboratory-based approaches that utilize routinely available hematologic parameters to provide early warning signals of disease acceleration. This study aimed to evaluate whether longitudinal changes in absolute lymphocyte count (ALC), lymphocyte doubling time (LDT), hemoglobin (Hb), platelet count (PLT), and peripheral blood morphology could be integrated to stratify disease progression risk in CLL.   Methods   We retrospectively analyzed 36 patients with CLL who had long-term serial complete blood count data available prior to treatment. LDT was calculated using log-linear regression based on the most prominent pre-treatment exponential increase phase of ALC for each patient. Longitudinal decline rates of Hb and PLT were calculated using linear regression. Patients were stratified into four progression tiers according to the concordance or discordance between LDT shortening and cytopenia progression: Tier 1, highly progressive disease; Tier 2, biologically rapid progression with preserved marrow function; Tier 3, slow lymphocyte kinetics with worsening cytopenia; and Tier 4, concordantly indolent disease. Peripheral blood morphology was independently reviewed and categorized based on the presence of intermediate-sized cells, large CLL cells with prominent nucleoli, irregular nuclear contours, and extra-high nuclear-to-cytoplasmic (N/C) ratio. Morphologic features were semi-quantitatively assessed and correlated with progression tiers.     Results   Patients classified as Tier 1 demonstrated the shortest LDT and the most rapid deterioration of hematologic parameters. The median Hb decline rate in Tier 1 was 1.8 g/dL/year (interquartile range [IQR], 1.8–3.9), with all cases exceeding a decline of 1 g/dL/year, whereas Tier 4 patients showed minimal Hb decline (median 0.3 g/dL/year). Similarly, PLT decline was most pronounced in Tier 1 (median 62,284/µL/year; IQR, 57,179–146,013), compared with a median decline of 14,027/µL/year in Tier 4. A semi-quantitative morphologic scoring system was applied to peripheral blood smears, integrating four predefined morphologic features associated with cellular atypia. Rapidly progressive cases exhibited a higher proportion of intermediate-sized cells and large CLL cells with prominent nucleoli, whereas indolent cases showed more uniform small mature lymphocytes.   Conclusions An integrated longitudinal assessment combining LDT, Hb and PLT kinetics, and peripheral blood morphology provides a practical, laboratory-based framework for stratifying disease progression risk in CLL. This approach may serve as an accessible early warning system in routine laboratory practice, particularly when advanced molecular testing is unavailable.

P175
From Optical To Digital: Performance Evaluation Of The Scopio X100 In Bone Marrow Morphology.
Nathan Debunne, Nick Verhavert, Annemie De Craemer, Carolien Bonroy, Barbara Denys, Stijn Lambrecht, Mattias Hofmans
Department of Laboratory Medicine, Ghent University Hospital, Ghent, Belgium

Background:Digital microscopy solutions aim to improve efficiency, reproducibility, and standardization of hematological morphology while reducing the limitations of conventional manual microscopy. The Scopio X100 is a full-field digital microscopy system that generates high-resolution images of large areas of hematological slides (whole slide imaging), enabling digital review, classification, archiving, and remote consultation. Its bone marrow module allows automated or manual selection of scan regions and analysis areas. The systems also proposes a differential count, but expert revision of the digital images are  mandatory. This study evaluated the performance of the Scopio X100 bone marrow module to assess its suitability for routine clinical implementation in a large tertiary university hospital. Methods: Workflow optimization was first assessed by comparing four acquisition strategies (combining automatic or manual full-field scanning with automatic or manual selection of analysis areas) using five bone marrow samples. Image quality, number of unclassified cells, and analysis time were evaluated. Analytical performance was assessed through within-run, between-run, inter-operator, and intra-patient variability analyses, using binomial statistics (Rumke table) as acceptance criteria. Quantitative method comparison was performed on normal and pathological bone marrow samples (n=30) analyzed by both conventional light microscopy and Scopio X100. Finally, a qualitative clinical validation was conducted in which 15 diagnostic bone marrow samples were assessed using the Scopio system by two independent laboratory specialists and compared to the routine diagnosis to evaluate diagnostic feasibility. Results: Workflow evaluation demonstrated that strategies involving manual selection of analysis areas, regardless of full-field selection mode, provided the best performance, yielding higher image quality, fewer unclassified events, and shorter analysis times. All imprecision analyses showed acceptable reproducibility within expected statistical limits. Method comparison with manual microscopy demonstrated good overall agreement, with minor discrepancies attributable to scan area selection, In the qualitative clinical validation, in one-third of diagnostic samples interpretation was inconclusive and additional conventional microscopic review was suggested. However, diagnostic classification remained concordant for the remaining samples. The cases that needed additional conventional microscopy primarily involved hypocellular specimens, samples with increased plasmacells, or slides of suboptimal quality where confidence in the system had not yet been established, highlighting the importance of high-quality smear preparation for reliable digital evaluation. Conclusion: The Scopio X100 bone marrow module demonstrates robust analytical and diagnostic performance and is suitable for routine implementation. However, for diagnostic bone marrow samples, morphological review by conventional microscopy remains advisable, particularly for cell-poor samples, and slides of limited technical quality.

P176
Evaluation Of Chemotherapy Induced Erythrocyte Injury Beyond Routine Blood Counts Using Peripheral Blood Smears And Mizar&Reg; Syllectometry
Caroline Ding1, Yousif Al-Aboosi1, Lucas Chronis1, Caroline Mwubaha3, Regan Bucciol1, Yousra Tera1,2, Maha Othman1,2,3
1Department of Biomedical and Molecular Sciences, Queen’s University, Kingston, ON, Canada, 2Clinical Pathology Department, Faculty of Medicine, Mansoura, Egypt, 3School of Baccalaureate Nursing, St. Lawrence College, Kingston, ON, Canada

Introduction  Chemotherapy exerts substantial cytotoxic effects that impair quality of life in patients with cancer. Prior cancer studies documented chemotherapy-associated erythrocyte (RBC) membrane toxicity and abnormal morphology. Recent work from our group using MIZAR® Syllectometry demonstrated that a single chemotherapy cycle significantly impairs RBC biomechanics, including elasticity and deformability. Peripheral blood smears are a low-cost, widely available underutilized tool that can reveal RBC structural abnormalities and potentially inform patient care. We aimed to characterize chemotherapy-associated RBC morphological abnormalities and examine their associations with conventional hematological indices and functional RBC biomechanics.  Methods  Peripheral blood smears were obtained from women diagnosed with cancer before and after first chemotherapy cycle (15 patients; 30 smears). Smears were stained using the Giemsa technique and examined by light microscopy at 100× oil immersion. Standardized monolayer images were captured using a predefined protocol. Per smear, 140–180 erythrocytes from randomly selected fields were evaluated and manually graded into predefined abnormal morphology categories. Inter-rater reliability was assessed by independent re-evaluation of 27% of smears. Morphological changes were assessed in relation to complete blood count (CBC) parameters, and RBC elasticity and deformability measured by MIZAR® Syllectometry pre- and post-chemotherapy.  Results  The median percentage of abnormal erythrocytes increased from 19.4% (IQR 14.0–22.0) pre-chemotherapy to 23.9% (IQR 17.3–26.7) following cycle one, with a median paired increase of +4.7% (IQR 0.8–10.5). This increase was statistically significant (Wilcoxon signed-rank V=102, p=0.018), with an estimated paired shift of +5.5% (95% CI 1.3–19.0). Changes did not differ by cancer type (all p>0.4), and no individual morphology category reached significance. Inter-rater agreement was excellent for total cell counts (ICC=0.995) and abnormal cell counts (ICC=0.993). HB, MCV and RDW showed no significant changes after chemotherapy (all p>0.10). In contrast, RBC biomechanics shifted significantly: the distribution integral decreased (1878±537 vs. 1567±475; adjusted p=0.032), as did base point low (184±29 vs. 161±25; adjusted p=0.032), while redistribution peak remained unchanged (p=0.108). No significant correlations were observed between percentage morphology changes and biomechanical parameters (all p>0.08).  Conclusions  Peripheral blood smears detect significant RBC morphological abnormalities early during chemotherapy despite stable CBC indices. Concurrent biomechanical impairment by MIZAR® Syllectometry supports the presence of early functional and structural RBC injury. These findings suggest chemotherapy-associated RBC damage precedes routine hematologic abnormalities and supports smear morphology as a feasible, reproducible early detection tool for detecting early RBC injury, warranting validation in larger cohorts. 

P177
Evaluation Of The New Cellavision Bone Marrow Aspirate Application For Morphological Examination And Classification Of Bone Marrow Cells
JOSE RAMON FURUNDARENA1, ALASNE URANGA1, SARA URRUTIA 1, LOURDES AGUIRREZABALA 1, AMAIA ARAMBARRI 1, NEREA URESANDI 1, NAGORE ARGOITIA 1, LEIRE URRITZA 1, CARLOS BARBARIN 1, CLARA DIEZ 1, SHEILA CARRASCO 1, JESSICA IRANZO 1, JULIA SANTA CATALINA 1, CRISTINA SARASQUETA2, CARLOS MANUEL PANIZO1
1Hematology Laboratory. Donostia University Hospital., DONOSTIA, Spain, 2Clinical epidemiology. Donostia University Hospital., DONOSTIA, Spain

Introduction For many years, our laboratory has used the CellaVision Peripheral Blood Application for the morphological examination of peripheral blood cells based on automated microscopy, image analysis, and artificial intelligence (AI). Methods CellaVision has recently introduced the CellaVision Bone Marrow Aspirate (BMA) Application, which runs on the CellaVision DC-1 instrument using a 100× objective. The system consists of the CellaVision BMA Analyzer Software, which automatically locates and preclassifies bone marrow aspirate cells using advanced AI-driven technology, and the CellaVision BMA Review Software, which allows users to review cell images and verify preclassification results. We evaluated CellaVision BMA Review Software version 1.0 by comparing its performance with conventional morphological examination of 500 cells using optical microscopy. Between September and December 2025, a total of 158 bone marrow aspirate samples were analyzed. Method comparison was performed using Passing–Bablok regression analysis, and agreement between methods was assessed using Bland–Altman analysis. Results The study included 95 men (60.1%) and 63 women (39.9%), with a mean age of 59 years (range: 1–89). Diagnoses comprised 12 myeloproliferative neoplasms (MPN), 10 myelodysplastic/myeloproliferative neoplasms (MDS/MPN), 21 myelodysplastic syndromes (MDS), 38 acute myeloid leukemias (AML), 21 acute lymphoblastic leukemias (ALL), 2 acute leukemias of ambiguous lineage, 12 lymphomas, 27 multiple myelomas or monoclonal gammopathies, and 15 non-neoplastic conditions. Regarding disease status, 56 samples (35.4%) were obtained at diagnosis, 95 (60.1%) during follow-up, and 7 (4.4%) during disease progression or relapse. Passing–Bablok regression analysis demonstrated comparability between the two methods for erythroblasts, granulocytic cells, blasts, eosinophils, basophils, monocytes, lymphocytes, and plasma cells (Table 1). A slight systematic difference was observed for blasts, while a slight proportional difference was noted for lymphocytes. Linearity between methods was observed for all cell types except basophils and plasma cells. Bland–Altman analysis showed good agreement between the CellaVision BMA Application and optical microscopy, with no relevant systematic bias or random error (Table 2). Conclusions The CellaVision BMA Application provides a reliable tool for automating and simplifying the morphological examination of bone marrow aspirate cells. Our results demonstrate that its performance is comparable to the current gold standard of conventional optical microscopy.

P178
Real-World Application Of Horiba D20 Digital Morphology Analyzer For Remote Access Peripheral Blood Film Reporting And Its Impact Patient Management: An Experience From A Tertiary Care Hospital Laboratory In India
Anil Handoo1, Mudita Bhargava2, Ankur Lath3, Richa Sharma2, Parul Babbar3, Paramjit Kaur3
1BLK-Max Super Speciality Hospital, Pusa Road, New Delhi, India , New Delhi, India, 2Max Super Speciality Hospital, Dwarka, New Delhi, India , New Delhi, India, 3Horiba India Pvt Ltd, New Delhi, India

Introduction:Manual peripheral blood film review for assessment for abnormalities in analyzer-flagged samples, an expert-dependent manual job, is a challenging “last-mile connect” in the journey of a CBC sample, due to non-availability of a trained expert 24 x 7. Artificial intelligence based digital morphology cell analysis for blood cell classification and assessment reduces manual effort, and provides consistent results. Most of digital morphology analyzers (DMA), mandate use of propriety slide makers, slides stains/ staining protocols, increasing costs as well as adding a different dimension to the routine work-flow. This study, shares a real-world experience of using HoribaTM D20, an economical, slide/stain agnostic DMA with “cloud-based” remote data access for peripheral blood film review with impact on patient management. Methods: 1769 patient slides were scanned and reviewed on the Horiba D20 DMA from November 2024 till Dec 2025. 47 slides (2.73%) did not meet scan quality specifications. Rest of the 1722 off hour slides (97.34%) were scanned for expert. Remote access expert review with manual re-assessment by the same person was done. 3 expert hemato-pathologists with median experience of 15 years, reviewed the smears and relative concordance was recorded. Digital Morphology was scored from 1 to 5 (1=Poor, 2=fair, 3=good, 4=very good and 5=excellent) for image quality, background cleanliness, correctness of AI based identification of cells and presumptive diagnosis versus expert manual morphology review. Additionally, the impact of remote access and quick reporting on subsequent patient management was also assessed into 3 groups: Major, Minor and no impact. Results:Of the 1722 scanned cases,312 cases (18.12%) scored 2 while 1410 cases (81.88%) had a score of 3 or 4 for image quality, background cleanliness. No case scored 5 for these parameters. For AI based identification of cells and presumptive diagnosis versus expert manual morphology review, scores of 2, 3, 4 and 5 were observed in 309 (17.94%), 1201 (69.74%), 111 (6.45%) and 101 (5.87%), respectively, indicating good to excellent correlation in approximately 82.1% cases. Major impact on patient management was seen in 464 (26.95%) cases, while 207 (12.02%) cases had a minor impact, with overall some impact on 38.97% cases. Conclusions: HoribaTMD20 DMA with for remote access peripheral blood film reporting is a cost-effective slide and stain agnostic digital morphology analyzer with good image quality and excellent AI driven cell analysis. Off-hour reporting of peripheral smears using HoribaTMD20 DMA has a significant impact on patient management.

P179
Case Report: Hematological Findings In Case Of Intravascular Hemolysis Caused By Clostridium Perfringens Infection
Urška Kramberger, Elizabeta Božnar Alič
University Medical Centre Ljubljana, Institute of Clinical Chemistry and Biochemistry, Ljubljana, Slovenia

Introduction:Clostridium perfringens is a strictly anaerobic, Gram-positive bacillus. Rare but mostly lethal complications of sepsis due to C. perfringens are gas gangrene and massive intravascular hemolysis. In our case, a 73-year-old male patient was brought to the emergency department and was diagnosed with septic shock, there was no record of recent trauma or surgery. Methods:EDTA blood samples were analyzed with Sysmex XN1000 analyzers (Sysmex Corporation, Kobe, Japan). Manual differential leukocyte count of 100 cells was performed in May-Grünwald-Giemsa stained blood smears. Results:Samples sent to the laboratory were visibly, grossly hemolyzed and all further samples were hemolyzed too. Basic blood count showed leukocytosis (32,1 x 109/L), low red blood cell (RBC) count (2,53 x 109/L), low hemoglobin concentration (87 g/L) and high MCHC value (412 g/L). When a result of MCHC exceeding 356 g/L is obtained, sample is automatically retested in the reticulocyte channel and optical method provides a calculated result of hemoglobin actually present in RBCs (CBC-O algorithm). Photometric methods for the determination of hemoglobin can give falsely elevated results in case of intravascular hemolysis. In our case calculated hemoglobin was 47 g/L; the difference in both methodologies was significant, raising suspicion for the possibility of in vivo hemolysis. We also observed some distinctive morphological features in the blood smear: left shift, vacuolization of neutrophil cytoplasm, spherocytes and anisocytosis were seen. The most characteristic feature we observed was so-called ghost cells, microcytic erythrocytes, which are very pale due to the loss of hemoglobin. α-toxin, the main virulent factor of C. perfringens, degrades the membrane of erythrocytes, resulting in cell lysis. Spherocytes were misidentified as mature reticulocytes in the scattergram (in severe hemolytic anemia an abundant population of immature reticulocytes is expected), furthermore ghost cells were misidentified as platelets in the optical platelet channel. Therefore, scattergrams encouraged us in recognizing those features. Conclusions:Blood cultures remain the gold standard for identifying the causative pathogen of sepsis but are time-consuming. There are some routinely laboratory markers that can alert us that massive intravascular hemolysis is due to a C. perfringens infection, which are available much earlier than results of blood cultures can be obtained. Massive hemolysis, distinct spherocytosis, and the presence of ghost cells in the peripheral blood smear, accompanied by other test results indicating severe infection, can serve as indirect indicators, which could aid clinicians in early recognition and adequate treatment.

P180
Evaluation Of The Hematology Digital Imaging System Scopio X100Ht In A University Hospital Setting
Alina Kuepper, Sladana Nikolic, Michael Spannagl, Michael Weigand, Daniel Teupser, Mathias Bruegel
Institute of Laboratory Medicine, Ludwig-Maximilians-University, Munich, Germany

Introduction: In the field of peripheral blood count testing, hematology analyzers are used for automated classification and quantification of peripheral cells. Pathological results are verified by manual microscopy as the gold standard in cell morphology. To overcome diverse limitations of manual microscopy, digital imaging platforms have been introduced many years ago; however, routine application of current instruments is limited based to the limited diagnostic quality in detecting abnormal cells. The Scopio X100HT instrument is a newly developed digital imaging platform, introducing full-field computational imaging. The aim was to evaluate this new technology in a university hospital setting. Methods: In the adult study, 400 adult samples - 300 randomly selected routine samples and 100 with predefined pathology criteria - were analyzed with the Scopio X100HT. In the pediatric study, 85 samples from one work week were included, which got a manual differential in routine. Preclassified and user-verified results were compared to those obtained from the Sysmex XN hematology analyzer and manual microscopy as the gold standard. Additionally, a workflow study including 20 routine samples per day over one week compared turnaround times between digital imaging analysis and manual microscopy.Evaluations were performed in accordance with CLSI standards. Results: Method comparison evaluations showed strong correlations for normal peripheral blood cells, ranging from 0.64 to 0.99. For blasts, considered as the standard abnormal cell type, correlations ranged from 0.76 to 0.99. In the pediatric study, correlations for normal peripheral blood cells were also good, ranging from 0.41 to 0.99. Regarding blasts in this context, there were 3 true positives, 8 false positives, 73 true negatives, and 3 false negatives. Scopio X100HT platelet counts were less correlated with Sysmex XN at higher concentration ranges. The workflow study revealed an average reduction of hands-on time of 26% when comparing user-verified digital imaging analysis with manual microscopy. Conclusion: The results of our validation study demonstrate a good performance of the Scopio X100HT digital imaging analyzer and indicate potential for routine application in a university hospital setting. The results of our workflow study, revealing reduced hands-on times, support the idea that the Scopio X100HT is suitable for increasing efficiency in peripheral blood count testing.

P182
Detection Of Monoblasts In Urine In A Patient With Acute Myeloid Leukemia: Integration Of Cytology And Next-Generation Sequencing For Diagnosis
Carlos Martín Alonso, Maite Serrando Querol, Anna Merino, Rosa Fernández Bonifacio, Ángel Molina Borras, Mari Carmen Salgado
CORE Laboratory, Biochemistry and Molecular Genetics Department, Biomedical Diagnostic Center, Hospital Clínic, Barcelona, Spain

Introduction: The presence of blast cells in urine is a rare finding. It has been described in cases of renal myeloid sarcoma and leukemic renal infiltration in patients with acute myeloid leukemia (AML) with monocytic differentiation. Several mechanisms of kidney injury have been described in acute monocytic myeloid leukemia, including direct leukemic infiltration, leukostasis with microvascular obstruction, lysozyme-induced tubular damage, and tumor lysis syndrome.  Methods and results (Case Report): We report the case of an 87-year-old woman who presented with a one-month history of progressive dyspnea and constitutional symptoms. Her medical history included a family history of AML. At admission, laboratory tests revealed severe leukocytosis (79.2×10⁹/L), anemia (hemoglobin 71 g/L), and thrombocytopenia (31×10⁹/L). Peripheral blood (PB) smear showed a total of 72% neoplastic cells including monoblasts, promonocytes, and monocytes. The patient also presented acute kidney injury (creatinine 3.4 mg/dL) and hyperuricemia (15 mg/dL), without other signs of tumor lysis syndrome. Bone marrow immunophenotyping demonstrated expansion of immature monocytic cells (CD34⁻, CD45⁺, CD64⁺⁺, CD33⁺⁺, among others), composed of 16% monoblasts, 22% promonocytes, and 34% monocytes. Next-generation sequencing evidenced mutations in ASXL1, NF1, RUNX1, STAG2 and TET2. This, along with the lack of alterations in the karyotype, confirmed the diagnosis of AML, myelodysplasia-related.  Urinary sediment examination revealed the presence of monoblasts morphologically similar to those in PB, in the absence of significant hematuria. Urinary tract infection by Gram-negative bacilli was also detected. The urine flow cytometry study revealed an 88% of monocytes which lacked CD34 expression, supporting their origin from the leukemic clone. The patient died three days after admission due to acute pulmonary edema. Conclusions: In this patient with AML, the rare observation of monoblasts in urine has been demonstrated. It is, to our knowledge, the first case of these characteristics which lacked concomitant hematuria. Renal impairment was likely multifactorial, involving leukostasis and direct renal infiltration by circulating blast cells. Lysozyme-induced tubular damage may also have contributed, although lysozyme levels were not assessed. This case highlights the potential diagnostic value of urine cytology in acute leukemia patients and underscores the importance of integrating different areas of laboratory medicine to achieve a comprehensive understanding of the disease. 

P183
Early Detection Of Myelodysplastic Syndromes And Chronic Myelomonocytic Leukemia With A New Model Based On Transformers And Sysmex-Xr Cell Population Data
Anna Merino1, Kevin Barrera2, Alex Barragán1, Angel Molina1, Jose Rodellar2
1CORE Laboratory. Biochemistry and Molecular Genetics Department. Biomedical Diagnostic Center. Hospital Clinic of Barcelona-IDIBAPS, Barcelolna, Spain, 2Technical University of Catalonia, Barcelona, Spain

INTRODUCTION This study aims to develop and evaluate a transformers-based deep learning model for the automatic detection of Myelodysplastic Syndromes (MDS) and Chronic Myelomonocytic Leukemia (CMML) using numerical variables obtained from peripheral blood (PB) samples with the Sysmex-XR hematological analyzer.   METHODS A total of 377 patients were included in this study, 201 with MDS, 48 with CMML and 128 with anemia not due to MDS or CMML (other). The diagnosis of the 249 patients with MDS or CMML was made after bone marrow examination and other tests. In all patients, the Sysmex-XR analyzer was used to obtain cell counts and Cell Population Data (CPD) from peripheral blood (PB).   These variables were used to develop a transformer encoder adapted for tabular data, trained to automatically extract quantitative features from the input data paying attention to the most relevant. The final features are passed through a classical neural network that predicts the output in one of two classes: 1) MDS/CMML, which includes those patients with either MDS or CMML; 2) the other class. Data from 213 patients were used for training the model. The final model was validated using data from 164 patients, 86 diagnosed of MDS, 23 CMML and 55 others. This model was compared in 82 of the patients (50 MDS/CMML and 32 others) with the MDS-score (with 0.165 threshold) previously published.     RESULTS The best results for the automatic discrimination of patients with MDS/CMML were obtained using 20 variables. Among the most relevant variables we found blood cell counts, hemoglobin and MCV, and CPDs related to neutrophil morphology (NE-WY, NE-WX, NE-WZ). The confusion matrices of automatic classification are shown in Figure 1(A). Among 109 MDS/CMML patients, our model correctly identified 102, meaning a sensitivity of 93.6%. With respect to the 55 non-MDS patients, only five were wrongly classified in the MDS/CMML group (90.9% specificity). The comparison of our model with the MDS-score previously published showed higher values of sensitivity, specificity, precision and F1-Score, Figure 1(B).   CONCLUSIONS In this work, a model based on transformers was designed using hematological variables from PB, which showed high values of sensitivity, specificity and precision for the automatic detection of patients with MDS/CMML.

P184
Large Immature Cell (Lic) Parameter Accurately Detects Blast Cells On The Horiba Yumizen H2500
Tri Ratnaningsih1, Lusia Nasrani2
12Department of Clinical Pathology and Laboratory Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, , Indonesia, 2Specialist Medical Education Program in Clinical Pathology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, , Indonesia

Introduction Hematologic malignancies remain a significant health concern in Indonesia, with increasing healthcare costs each year. Early detection of blast cells in peripheral blood is essential for screening, diagnosis, and disease monitoring. While manual microscopic examination remains the gold standard, it has limitations in terms of subjectivity, the need for specialized expertise, and turnaround times. The Large Immature Cell (LIC) parameter provided by hematology analyzers offers a simple, rapid method for detecting blast cells; however, research evaluating its efficacy remains limited. This study aimed to assess the performance of the extended Large Immature Cell (LIC) parameter on the Horiba Yumizen H2500 hematology analyzer for blast cell detection. Methods This cross-sectional diagnostic study included 251 patients at Dr. Sardjito General Hospital (May–November 2024), grouped according to the presence or absence of blast cells on microscopic examination. Peripheral blood samples were analyzed using the Horiba Yumizen H2500 and confirmed by microscopic examination of a smear. A comparative analysis was performed between groups, and correlations between hematologic parameters and blast cell percentage were assessed. Diagnostic performance was evaluated using receiver operating characteristic (ROC) curves to determine the optimal LIC% cutoff. Results LIC% values were significantly higher in the blast-positive group (median 17.8%, p<0.001). LIC% showed the strongest correlation with blast cell percentage (r=0.694, p<0.001) among the other parameters. ROC analysis yielded an AUC of 0.978 (95% CI: 0.963–0.993, p<0.001). An optimal cut-off of 12% yielded a sensitivity of 91.23%, specificity of 96.39%, PPV of 88.14%, NPV of 97.40%, LR+ of 25.28, and LR– of 0.09. Using the analyzer’s default cut-off of 3% increased sensitivity to 94.74% but reduced specificity to 84.54%. Conclusion LIC% on the Horiba Yumizen H2500 demonstrates excellent diagnostic accuracy for blast cell detection. A 12% cutoff is recommended for confirmation, while 3% may be suitable for initial screening. Implementing this parameter may expedite the detection of hematologic malignancies, particularly in resource-limited settings. Keywords: Large Immature Cell, Horiba Yumizen H2500, blast cells, hematologic malignancy, ROC curve

P185
Performance Evaluation Of An Ai-Powered Point-Of-Care Hematology Analyzer In A Tertiary Care Setting
Tushar Sehgal1, Ashutosh Patra2, Praveen Kumar2, Megha Sharma2
1Department of Laboratory Medicine, AIIMS, New Delhi, India, 2Neuranics Lab, School of International Biodesign, AlIMS, New Delhi, India, 3Neuranics Lab, School of International Biodesign, AlIMS, New Delhi, India, 4Neuranics Lab, School of International Biodesign, AlIMS, New Delhi, India

Introduction The demand for decentralized hematology diagnostics is increasing due to the need for rapid clinical decision-making in rural, emergency, and resource-limited settings. Conventional complete blood count (CBC) testing relies on centralized laboratory infrastructure, often causing diagnostic delays. Point-of-care (POC) hematology solutions integrating speed, analytical accuracy, and morphological assessment can improve frontline care. MorphX, an artificial intelligence (AI)–powered POC CBC analyzer developed by Neuranics Lab, provides quantitative CBC parameters with real-time peripheral smear analysis within seven minutes using a single disposable cartridge using venous blood. By combining quantitative counts with AI-based morphological interpretation, MorphX bridges the gap between central laboratories and bedside testing. This study evaluates the analytical concordance of MorphX with a standard laboratory hematology analyzer in venous blood samples under real-world conditions.MethodsThis prospective, single-center, blinded clinical study was conducted at the Department of Laboratory Medicine, All India Institute of Medical Sciences (AIIMS), New Delhi. A total of 375 leftover blood samples obtained from routine laboratory testing were included for analysis. Comparative evaluation was performed between MorphX using venous blood samples and a reference Sysmex hematology analyzer using corresponding venous samples. The evaluated parameters included total leukocyte count (WBC), red blood cell count (RBC), hemoglobin (Hb), hematocrit (HCT), mean corpuscular volume (MCV), mean corpuscular hemoglobin (MCH), mean corpuscular hemoglobin concentration (MCHC), red cell distribution width (RDW), platelet count (PLT), and differential leukocyte count (DLC). Statistical analysis comprised correlation analysis expressed as coefficient of determination (R²), along with sensitivity and specificity, to determine analytical agreement and diagnostic performance. ResultsMorphX demonstrated strong analytical concordance with the reference analyzer across all evaluated CBC parameters (Fig. 1). The AI-driven image analysis algorithm successfully identified key morphological abnormalities, including microcytosis, thrombocytopenia, and anisocytosis, with an accuracy exceeding 90%. Sensitivity and specificity for anemia detection were both greater than 90%. Real-time peripheral smear examination using MorphX produced clinically satisfactory results for detection of malaria parasite, nucleated red blood cells, myeloid left shift and blast identification in leukemias. Notably, platelet counts generated by MorphX showed superior correlation with gold-standard manual microscopy compared to the reference analyzer. ConclusionMorphX demonstrates robust analytical equivalence to standard laboratory hematology analyzers and reliable performance in venous blood samples. By integrating AI-augmented CBC analysis with real-time peripheral smear evaluation at the point of care, MorphX supports scalable hematology screening and aligns with national public health initiatives such as India’s anemia control programs.

P186
Detection Of Histoplasma Sp. During Complete Blood Count Analysis In A Newly Diagnosed Hiv Patient: A Case Report Supported By Artificial Intelligence
Thulio F. Theodoro1,2, Camila N. M. Araujo1,2, Pamela R. V. Figueredo1, Lucas J. C. Ferreira1, Sally C. M. Monteiro2, Rossy-Eric P. Soares1
1Laboratorio Cedro, Sao Luis, Brazil, 2Universidade Federal do Maranhao, Sao Luis, Brazil

 Introduction Histoplasmosis is a systemic mycosis caused by Histoplasma capsulatum, and represents a major opportunistic infection in immunosuppressed patients, particularly patients infected with human immunodeficiency virus (HIV). Although morphological findings suggestive of histoplasmosis in peripheral blood smears are rare, they play a decisive role in early laboratory-driven diagnosis. In parallel, artificial intelligence (AI)-assisted digital morphology integrated into automated hematology analyzers has emerged as a valuable screening tool for detecting cellular abnormalities associated with infectious diseases, such as fungal infections. This study reports a rare case of peripheral blood morphological findings suggestive of Histoplasma sp. in a newly diagnosed HIV patient, highlighting the contributory tole of AI-based hematology systems in laboratory screening.   Case Description A 31-year-old male patient was admitted to a public hospital for diagnostic investigation. Biochemical, immunological, and hematological analyses were performed, and a reactive HIV result was identified using a chemiluminescence assay. A complete blood count was analyzed using the Mindray CAL 6000 hematology analyzer equipped with the MC-80 digital morphology module.   Laboratory Findings and Diagnosis The automated leukocyte differential analysis generated an “excessive artifacts” flag. Subsequently, digital microscopy analysis revealed intracellular structures with yeast-like morphology compatible with Histoplasma sp., observed within neutrophils and monocytes. These findings were confirmed through manual microscopic examination of the peripheral blood smear. Immunodiffusion testing for anti-Histoplasma antibodies was negative. However, considering the characteristic morphological findings, the patient’s clinical presentation, and the epidemiological context, the suspicion of histoplasmosis was strongly supported and communicated to the multidisciplinary clinical team.   Conclusion The negative serological result for Histoplasma sp. was likely attriutable to the patient’s severe immunosuppression, which might impair the humoral immune response, as the patient presented with severe anemia with erythroblastosis, leukocytosis with left shift, lymphopenia, and monocytosis. This case illustrates the complementary roles of AI-assisted digital morphology and expert human review in hematology laboratories. Although the analyzer did not directly identify the fungal organism, the AI-generated flag prompted manual smear evaluation, enabling early recognition of an opportunistic infection. Despite increasing automation in laboratory diagnostics, morphological expertise remains indispensable while AI adds value as a screening tool for atypical and clinically significant findings.    

P187
Functional Hyposplnism Post Hematopoietic Stem Cell Transplantation: A Retrospective Analysis
Kaori Uchino1,2, Yuya Nakagami3, Megumi Enomoto3, Yukie Sugita1,2, Yuto Isaji1,2, Sakura Saigusa1,2, Yusuke Iida1,2, Saki Shinohara1,2, Tomohiro Horio1,2, Satsuki Murakami1,2, Shohei Mizuno1,2, Kazuhiro Ikegame1,2, Ichiro Hanamura1,2, Akiyoshi Takami1,2
1Division of Hematology, Department of Internal Medicine, Aichi Medical University School of Medicine, Nagakute, Japan, 2Hematopoietic Cell Transplantation Center, Aichi Medical University Hospital, Nagakute, Japan, 3Department of Clinical Laboratory, Aichi Medical University Hospital, Nagakute, Japan

Introduction: Functional hyposplenism is an underrecognized complication following hematopoietic stem cell transplantation (HSCT). Its incidence, etiologies, and optimal diagnostic approaches are not well established, making accurate diagnosis challenging. We previously reported that Howell–Jolly bodies (HJBs) can serve as an indicator of functional hyposplenism and that patients with HJBs tend to have smaller splenic volumes than their predicted ideal volumes. To further clarify the characteristics and risk factors of functional hyposplenism after HSCT, we conducted a retrospective study using combined evaluation of HJBs and splenic volume. Methods: We retrospectively analyzed 77 consecutive adult patients who underwent allogeneic HSCT at our hospital between January 2010 and December 2023. Patients in whom HJBs were newly detected in peripheral blood smears after transplantation were identified. The presence of HJBs was defined as at least one erythrocyte containing a HJB in a single microscopic field (×400). Splenic volume was calculated from CT images using ZIOSTATION software (Ziosoft Inc., Tokyo, Japan). Splenic atrophy was defined as a post-HSCT splenic volume <10 mL or a relative reduction >90% compared with the predicted ideal volume. Results: HJBs newly detected after transplantation were identified in 6 patients (7.8%), and splenic atrophy newly detected after transplantation was observed in 3 patients (3.9%). In these three patients, post-HSCT splenic volumes were <10 mL, whereas pre-HSCT volumes had exceeded 70 mL. Among them, two patients (2/77, 2.6%) received 12 Gy total body irradiation (TBI) as part of the conditioning regimen. Chronic GVHD occurred in all three patients and was classified as moderate to extensive. At the last follow-up, one patient had died of sepsis and two were alive.In contrast, three patients developed HJBs without evident splenic atrophy; however, the cause could not be determined because all had died before detailed functional evaluation could be performed. Conclusions: These findings suggest that high-dose TBI and chronic GVHD are associated with reduced splenic volume and functional hyposplenism after HSCT. The combined evaluation of HJBs and splenic volume may facilitate early detection of post-HSCT splenic dysfunction. Early diagnosis of functional hyposplenism could enable implementation of infection-prevention measures, potentially improving transplant outcomes. Further case accumulation and prospective studies are warranted to validate this approach.

P188
Neu-X And Neu-Y Obtained With Mindray Bc-6200 As Laboratory Markers Of Inflammation In Emergency Department Patients
Agnieszka Wiśniewska1, 2, Małgorzata Wituska2, Olga Ciepiela1, 2
1Department of Laboratory Medicine, Medical University of Warsaw, Warsaw, Poland, 2Central Laboratory, University Clinical Center of Medical University of Warsaw, Warsaw, Poland

Introduction:
Early identification of patients at risk of severe inflammation remains a major diagnostic challenge in clinical practice. In recent years, increasing attention has been focused on novel laboratory markers that may complement classical inflammatory parameters such as C-reactive protein (CRP). Among these, neutrophil-derived parameters NEU-X and NEU-Y have emerged as potential indicators that may facilitate faster clinical decision-making and earlier initiation of appropriate treatment. Objective:
The aim of this study was to evaluate the relationship between NEU-X, NEU-Y  values and CRP concentrations in patients admitted to the Emergency Department, and to assess their potential utility in identifying individuals with suspected inflammation and/or sepsis. Materials and Methods:
A total of 357 Emergency Department patients (180 women and 177 men) presenting with diverse clinical symptoms were selected between April and December 2025. Routinely performed laboratory tests were analyzed, including complete blood count parameters (NEU-X and NEU-Y) and serum CRP levels. Hematological analyses were conducted using the MINDRAY BC-6200 analyzer (Mindray, China) on K₃-EDTA-whole blood samples. Serum CRP concentrations were measured using an immunoturbidimetric method on the Allinity analyzer (Abbott, USA). Statistical analyses were performed on GraphPad Prism 10 to assess associations between the evaluated parameters. Results:
Median value of CRP in admitted patients was 11.1 mg/l (Q1=2.3; Q3=69.7). Mean NEU-X was 391±45.6 and mean NEU-Y 516±66.7. Both hematological parameters positively correlated with CRP (r=0.44 for NEU-X and r=0.46 for NEU-Y, both p<0.0001). ROC curve analysis revealed that both NEU-X and NEU-Y well differentiate between patients with normal (<10 mg/l) and elevated (>10 mg/l) CRP concentrations. AUC for NEU-X was 0.73, and AUC for NEU-Y was 0.74, p<0.001. NEU-X at a cut-off value of 400.3 had sensitivity of 70.5 and specificity of 65.52, at the likelihood ratio of 2.04. At the same likelihood ratio values of sensitivity and specificity were 64.48 and 67.82 for NEU-Y of 510.8. Conclusion Since NEU-X and NEU-Y had good differentiation value for patients with high and normal CRP concentrations, their analysis could be included as screening test for ER patients in which only complete blood count was referred. High values of both NEU-X and NEU-Y could be additional reason to test patient for inflammation and infection.

P189
Thal-Rbcnet: A Lightweight Deep Learning System For Red Blood Cell Morphology Analysis In Thalassemia
Vasita Wongsirikul1, Bin Zhao2, Chalisa Parnsamut1, Patrawadee Pitakpolrat1, Hathaiphon Aphaiwiwat1, Parinda Limprasert1, Chutitorn Ketloy1, Phandee Watanaboonyongcharoen1
1Department of Laboratory Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, , Thailand, 2Shenzhen Mindray Bio-Medical Electronics Co., Ltd., Shenzhen, , China

Introduction:
Red cell morphology is one of the key elements in thalassemia diagnosis, yet manual smear review remains time-consuming and operator-dependent. To address this, we developed Thal-RBCNet, a lightweight deep-learning system designed to classify red blood cell (RBC) morphology from digital images in thalassemic patients. Methods:
High-resolution blood smear images were collected from 370 thalassemia patients, yielding 46,574 individual RBCs that were manually annotated and divided into training, validation, and test sets in a 7:2:1 ratio.
For the shape classification task, the training/validation/test sets comprised schistocytes (4,285/1,250 / 579), target cells (2,798/806/399), teardrop cells (3,474/1,000/548), and others (22,044/6,259/3,132).
For inclusions, there were basophilic stippling (312/105/53), Howell–Jolly bodies (96/27/18), Pappenheimer bodies (571/166/75), and others (31,622/9,017/4,512).
For hemoglobin content, hypochromic (8,773/2,441/1,231) and non-hypochromic (23,823/6,874/3,427) cells were labeled.
The pipeline consisted of a YOLO11 detector for RBC cropping and a MobileNetV3-based classifier that simultaneously predicted cell shape, inclusion type, and hemoglobin content. The model was tuned on the validation set and evaluated on the held-out test set. Results:
Generalizability was assessed on an external temporal test set of 156 thalassemia samples (≈ 400,000 RBCs) collected in 2025, including 8,250 schistocytes, 22,889 target cells, 2,475 teardrop cells, and 391,588 others for shape; 1,027 basophilic stippling, 128 Howell–Jolly bodies, 4,375 Pappenheimer bodies, and 419,672 others for inclusions; and 25,007 hypochromic vs 400,195 others for hemoglobin content.
Against expert-validated labels, Thal-RBCNet achieved accuracies from 0.71 to 0.96. Sensitivity (Se) and specificity (Sp) by class were: Hypochromic: Se 0.97, Sp 0.76, F1 0.69, Accuracy (Acc) 0.81 Schistocytosis: Se 1.00, Sp 0.69, F1 0.37, Acc 0.71 Target cells: Se 0.39, Sp 0.99, F1 0.56, Acc 0.85 Teardrop cells: Se 0.71, Sp 0.77, F1 0.78, Acc 0.73 Basophilic stippling: Se 0.96, Sp 0.80, F1 0.83, Acc 0.86 Howell–Jolly bodies: Se 1.00, Sp 0.95, F1 0.63, Acc 0.96 Pappenheimer bodies: Se 0.72, Sp 0.88, F1 0.75, Acc 0.82
Overall, F1-scores ranged 0.37–0.83, with strong negative predictive value (0.84–1.00) and negative predictive value up to 0.98 in most categories. Conclusions:
Thal-RBCNet is a compact AI system capable of analyzing multiple RBC morphological features simultaneously, maintaining high accuracy across tasks, and demonstrating stable performance on a large external cohort. Its application may enable standardized, high-throughput morphology screening and reduce reporting variability in routine hematology practice.

P190
Establishment Of Reference Intervals For Platelet Parameters And Immature Platelet Fraction (Ipf) In The Omani Population
Musleh Al Musalhi , Abbas Dastani, Shital Parag, Zayad Al Maskari , Yahya Al Rashdi, Ahmed Al Aamri
Ibra Hospital , Ibra , Oman

Background: Platelet parameters are critical biomarkers for the evaluation of thrombocytopenia and thrombotic disorders. While standard parameters like Platelet Count (PLT) and Mean Platelet Volume (MPV) are routinely used, the Immature Platelet Fraction (IPF) has emerged as a novel marker for assessing real-time thrombopoietic activity. Reference intervals (RIs) for these parameters are known to vary significantly based on ethnicity, age, geography, and the analytical platform used. To date, there is a paucity of data establishing specific reference ranges for parameters, particularly IPF, within the Omani population. This study aims to establish reference intervals for platelet parameters in healthy Omani individuals. Methods: A cross-sectional retrospective study was conducted on a cohort of healthy Omani individuals. Peripheral blood samples collected in EDTA tubes were analyzed using the Mindray BC-6200 Hematology Analyzer. The study established RI for platelet indices, including MPV, Platelet Distribution Width (PDW), Plateletcrit (PCT), Absolute IPF, percentage IPF (IPF%) and High Fluorescence IPF (H-IPF). Reference intervals were calculated in accordance with Clinical and Laboratory Standards Institute (CLSI) C28-A3 guideline. Results: A total of 129 healthy Omani individuals ranging in age from 13 to 95 years were included in the final analysis to establish reference intervals (RIs). The IPF% showed a median of 4.10% with a calculated reference interval of 1.1% – 13.0% (90% CI: lower limit 0.4–1.4, upper limit 11.5–14.6). The absolute IPF count had a mean of 11.86 x 109/L and an RI of 2.0 – 29.8 x 109/L. H-IPF ranged from 0.4% to 6.3% with a median of 1.7%. For standard platelet indices, the MPV showed a mean of 10.95 fL, SD 1.3 with an RI of 8.3 – 13.6 fL, PDW had a mean of 16.00, SD 0.6 with an RI of 14.9 – 17.1. PCT values ranged from 1.5% to 4.5% with a median of 2.6%. A significant positive correlation was observed between H-IPF and IPF% (Spearman’s coefficient rs = 0.964, P<0.0001). Conclusion: This study establishes the first comprehensive reference intervals for platelet parameters, including the IPF marker, specifically for the Omani population using the Mindray BC-6200 platform. The derived reference interval for IPF (1.1% – 13.0%) provides essential baseline data for local clinical practice. The strong correlation between H-IPF and IPF confirms the analytical reliability of the high-fluorescence fraction in this population. Implementation of these local reference intervals will enhance diagnostic accuracy in Omani clinical laboratories.

P191
Utility Of Platelet Indexes For Parvovirus B19 Diagnosis .
Tiffany I. V. Boaventura, Liliana M. S. Otsuka, Alexandre E. Kayano, Newton F. Centurião, Erivaldo S. Junior, Andreza O. Santos, Nikolas R. Constantino, Andrea A. R. Villarinho, João C. C. Guerra
Hospital Israelita Albert Einstein, São Paulo, Brazil

Introduction: Parvovirus B19 (PvB19) infection is a common viral disease worldwide and has the potential to cause serious hematologic complications, including transient aplastic crisis and pure red cell aplasia, particularly in patients with chronic hemolytic anemia and in immunocompromised individuals. A well-established feature of acute PvB19 infection is a marked decrease in reticulocyte count. Platelet indices have been increasingly investigated for clinical applications, including their role as unfavorable prognostic markers in sepsis. However, data regarding their usefulness in the diagnostic prediction of viral infections remain scarce. This study aimed to evaluate the association between platelet indices and PvB19 infection and to explore their potential role as supportive diagnostic markers. Methods: A cross-sectional study was conducted including patients with suspected PvB19 infection between January 2023 and December 2025. Peripheral blood samples were collected for complete blood count analysis and qualitative PvB19 polymerase chain reaction (PCR) testing. Hematological analyses were performed using the Sysmex® XN‑10 analyzer, and PCR testing was carried out using the RealStar® Parvovirus B19 PCR Kit 1.0. Continuous variables were expressed as medians and interquartile ranges (IQR), according to the Shapiro–Wilk test for normality. The qualitative PvB19 PCR result was considered the primary outcome variable. Age, platelet count, mean platelet volume (MPV), and immature platelet fraction (IPF) were included as explanatory variables. Group comparisons were performed using the Mann–Whitney U test. A p-value <0.05 was considered statistically significant. Statistical analyses were conducted using R software version 4.2.1. Results: A total of 200 samples were analyzed, including 25 PvB19 PCR–positive and 175 PCR–negative cases. Patients with positive PvB19 PCR results were younger than PCR‑negative patients (27.44; IQR 20.99 and 44.05; IQR 24.40, p = 0.005). Among platelet indices, IPF was significantly higher in PvB19 PCR–positive patients compared with PCR‑negative individuals (6.89; IQR 4.40 and 13.67; IQR 7.04 , p = 0.002). No significant differences were observed in platelet count (192.71 IQR 140.46 and 211.40 IQR 104.17, p = 0.258) or MPV (10.27 IQR 1.01 and 10.59 IQR 1.05, p = 0.157). Conclusion: An increased immature platelet fraction was associated with positive PvB19 PCR results, suggesting that IPF may serve as a supportive laboratory marker for suspected PvB19 infection. Limitations of this study include the absence of clinical correlation and serological testing. Further prospective studies are warranted to validate the clinical applicability of platelet indices in the diagnostic evaluation of PvB19 infection.  

P193
Investigating The Utility Of Whole Blood Flow Cytometry For The Assessment Of Platelet Function In Patients With Normal Or Low Platelet Counts
Joanne E Joseph1,2,3, David E Connor2,3, David Rabbolini4, Bronwyn Thorp1,3
1St Vincent's Hospital , Sydney , Australia, 2St Vincent's Centre for Applied Medical Research , Sydney , Australia, 3St Vincent's Clinical School, University of NSW, Sydney , Australia, 4Kolling Institute of Medical Research, Sydney NSW, Australia

  Introduction  Light transmission aggregometry is the gold standard test for assessing platelet function, however testing is generally limited to patients with platelet counts >100x109/L. Flow cytometric analysis of platelet function can be performed in patients with any platelet count using whole blood, allowing for minimal manipulation of samples. This study evaluated the utility of flow cytometry for the assessment of platelet function in patients with acquired and inherited thrombocytopenia, as well as patients with suspected platelet function disorders and normal platelet counts.  Methods  Whole blood was obtained from 56 individuals with suspected inherited thrombocytopenia, 22  with acquired thrombocytopenia (14 with immune thrombocytopenic purpura and 8 with myelodysplasia), as well as 69 with suspected inherited platelet function disorders and normal platelet counts. 38 healthy controls were also assessed.   In addition to evaluation of glycoprotein expression, platelet reactivity was assessed by measuring expression of activation makers P-Selectin (CD62p), LAMP-1 (CD63) and activated glycoprotein IIb/IIIa (PAC-1) in whole blood stimulated with either thrombin receptor activating peptide (TRAP), collagen-related peptide (CRP) or adenosine diphosphate (ADP). Bleeding history was assessed using the ISTH bleeding assessment tool.  Results   In agonist stimulated samples overall, the expression of platelet activation markers was significantly decreased in both inherited and acquired thrombocytopenia when compared to healthy controls following TRAP or CRP stimulation. Patients with platelet function disorders demonstrated decreased PAC-1 binding for all agonists, decreased CD62p expression following CRP stimulation, but otherwise did not have decreased platelet activation.   When comparing to healthy controls, the highest degree of platelet dysfunction was found in patients with myelodysplasia, with all patients demonstrating decreased reactivity to at least one platelet activation marker and agonist. Approximately 50% of patients with inherited thrombocytopenia demonstrated normal platelet reactivity. Notably, two patients had platelet counts lower than 10x109/L and evaluation of platelet reactivity was possible. There was no significant difference between average bleeding scores for patients with inherited and acquired thrombocytopenia (p=0.3 for both), however bleeding scores were significantly higher for patients with suspected inherited platelet function disorders (p<0.001). There was a significant correlation between bleeding scores and platelet reactivity to TRAP (all markers), CRP (CD62p and PAC-1) and ADP (PAC-1) in inherited thrombocytopenia, but not in acquired thrombocytopenia.   Conclusions  Platelet function can be assessed in patients with normal and low platelet counts using flow cytometry, even in patients with profound thrombocytopenia who would not have been otherwise able to have functional testing performed.

P194
The End Of The Citrate Tube In The Hematology Field?
Elise KRATTINGER1, Léo VOISIN1, Nabil CHIOUKH 1, Pascale DUSSERT1, Enrico ZULIANI2, Christophe VALLET2, Terence LIANG3, Emilie GEREMIA4
1Hôpital Nord Franche-Comté, BELFORT, France, 2Menarini Diagnostics France, RUNGIS, France, 3Shenzhen Mindray Bio-Medical Electronics Co., Ltd. , SHENZHEN, China, 4Mindray France, CRETEIL, France

Introduction: Hematology laboratories are commonly confronted with EDTA-dependent false thrombocytopenia and need to use alternative anticoagulants such as citrate or Thromboexact tube (Sarstedt®). At the Nord Franche-Comté Hospital (HNFC), the Mindray CAL 8000 line installed in November 2024, integrates two BC-6800Plus hematology analyzers, a SC-120 slide-stainer, and a MC-80 automatic digital microscope, all managed by the LabXpert expert software (version 1.55).For platelet count, three automated methods are available: impedance (PLT-I), hybrid (PLT-H) and optical measurement in the ERP channel triggered in case of aggregates (PLT-O), always a priority.Is the relevance of the citrated tube still relevant? Material and methods: Between January and June 2025, 67000 CBC were passed on the 2 BC-6800Plus analyzers. A retrospective study was performed on 207 thrombocytopenic patient profiles: PLT-I <150 G/L with platelet clumps flag. These results were compared to those of the same period in 2024, which required a sampling on a citrate tube. Results: The results of the PLT-I and PLT-O methods were compared on samples with the platelet aggregate flag, by threshold (Student's test, box plot with 95% CI). Our results confirm that the value of the PLT-O is always higher than the PLT-I count, especially in the low values (p<0.001). 31 typical cases of platelet depolymerization were identified (PLT-I<100 G/L), 13 improved (Average improvement ~200%) (<100 G/L) and 18 normalized after passage through the ERP channel. 14 had an H-IPF (hyperfluorescent platelet fraction) <10%, which leads to the conclusion that all the aggregates were depolymerized. The remaining cases had H-IPF between 10.3 and 30.8% and normal MPVs (<12 fL), suggesting the persistence of some aggregates resistant to depolymerization. Some moderate thrombocytopenia (>100 G/L impedance, n=23), are also improved in the optic channel with 6 H-IPF>10% including 3 with VPM>12 fL (12.1-14) in favor of highly fluorescent macro platelets in the optic channel. The actual thrombocytopenia is comparable between the 3 methods and has been verified under an automatic digital microscope. All the results meet the clinical acceptance criteria for their clinical background. For the same period in 2024, prior to the acquisition of Mindray analyzers, we had observed 50 cases of aggregated platelets, requiring citrate tube sampling. Conclusion: In 2025, the management of platelet aggregates has been simplified. Indeed, all thrombocytopenia with platelet aggregates were corrected in the ERP channel (PLT-O) after depolymerization, which improves the delivery time and allows a rapid clinical decision (transfusion, epidural, surgery,.).

P195
Comparison Of Automated Platelet Counting Methodologies Against A Cd61-Based Immunological Reference Method And Their Potential Impact On Clinical Decision-Making
Maria del Mar Meijon1, Beatriz Astibia1, Sandra Lopez1, Fernando Martin1, Miguel Piris1, Juan Marquet1, Javier Lopez1, Jesus Villarrubia2, Gemma Moreno1
1 Department of Hematology, Hospital Universitario Ramón y Cajal-IRYCIS, Madrid, Spain, 2Laboratorio Central de Madrid/UR Salud UTE, Madrid, Spain

Introduction: Automated hematology analyzers use different analytical principles for platelet counting, including optical methods, electrical impedance, and fluorescence-based channels. Some systems incorporate an immunological platelet count based on monoclonal antibodies against CD61, which is commonly used as a comparative reference method. Differences among these technologies may result in analytical variability at low platelet counts, potentially affecting clinical decisions. The aim of this study was to compare the performance of different automated platelet counting methodologies against a CD61-based immunological reference method and to evaluate their impact on clinical decision-making. Methods: A retrospective method comparison study was conducted using consecutive routine samples analyzed at Hospital Universitario Ramón y Cajal. In all cases, the time from phlebotomy to analysis was less than 6 hours. Samples with leukocyte counts between 4.0 and 15 ×10⁹/L and an MCV >80fL were included to minimize analytical interferences. Platelet counts were obtained using Alinity HQ (optical method with light scatter and fluorescence) and CELL-DYN Sapphire, which provides platelet counts through optical, electrical impedance, and a CD61-based immunological channel. The CD61 platelet count was used as the comparative reference method. Method comparison was performed using absolute Bland–Altman analysis, Lin’s concordance correlation coefficient (CCC), and Passing–Bablok regression. Additional analyses focused on discrepancies around the 50 and 20 ×10⁹/L thresholds, evaluating reclassification. Results: A total of 114 samples were included. The median platelet count by the CD61 method was 118.38 ×10⁹/L (interquartile range: 43.11–395.03; range: 0.00–768.28), with 46.5% of samples below 100 ×10⁹/L. Global Bland–Altman analysis showed similar negative biases for all automated methodologies compared with the CD61 method (−19.68 ×10⁹/L for Alinity HQ, −18.24 ×10⁹/L for the Sapphire optical channel, and −18.27 ×10⁹/L for impedance). Lin’s CCC values were high (>0.98) for all methodologies and Passing–Bablok regression slopes were close to unity (Figure 1). In the 20–50 ×10⁹/L range (n=26), absolute biases were close to zero for all methodologies. In the <20 ×10⁹/L range (n=8), positive biases and reclassification above the 20 ×10⁹/L threshold were observed in a limited number of samples; however, the reduced sample size in this interval limited robust assessment of interchangeability. Conclusions: Automated platelet counting methodologies showed high overall concordance with the CD61-based immunological reference method. Platelet counts were comparable in the 20–50 ×10⁹/L range, whereas increased variability and limited interchangeability were observed below 20 ×10⁹/L, although interpretation in this range is limited by sample size.

P196
Distinction Of Real Thrombocytopenia From False Low Platelet Counts Using Differently Anticoagulated Blood
Anna-Louisa Paul1, Annika Stueven1, Alexandra Hapke1, Peter Kohlschein1, Peter Schuff-Werner1,2
1Medical Laboratory Osnabrueck, D-49124 Georgsmarienhuette, , Germany, 2University Medical Center, Institute for Clinical Chemistry and Laboratory Medicine, D-18057 Rostock, , Germany

Introduction
Before planned invasive medical procedures and, in general, for the assessment of bleeding risks, it is obligatory to report thrombocytopenia (<150*109/L). Possible causes of low in vivo platelet counts are e.g. cytotoxic medications, acute and chronic infectious diseases, bone marrow infiltration by tumor cells or inborn reasons. In vitro low platelet counts are predominately associated with pre-analytical errors, such as incorrect filling of the collecting tube or insufficient mixing with the anticoagulant with consecutive clot formation. The in vitro phenomenon of anticoagulant dependent formation of platelet aggregates, leading to falsely low platelet counts (“pseudo-thrombocytopenia”) is underestimated and difficult to recognize. Methods
EDTA-anticoagulated blood samples sent-in for routine blood cell count were measured by the XN 9000 analyzer. Thrombocytopenic samples (<150 * 109 platelets /l), and samples presumably with “normal” platelet counts but flagged for “clumps” or “aggregates” were identified. “Unflagged” samples served as controls.
Finally, we asked the ordering physicians to send us with the patient's consent a new EDTA and a magnesium sulfate anticoagulated sample drawn in parallel.
Pseudo-thrombocytopenia (PTCP) was defined either by positive analyzer flagging, conspicuous platelet distribution curves or by morphological evidence of clumps and / or aggregates.

Results
Before starting our study, we compared blood cell counts measured in parallel in either EDTA- or MgSO4-anticoagulated blood samples from 222patients showing platelet counts within the reference range and from 38 real thrombocytopenic patients.  By this approach we wanted to experience the comparability of platelet counts in differently anticoagulated blood samples. Platelet counts from real thrombocytopenic patients, ranged from 32 to 127*109/L in EDTA- and from 32 to 98*109/L in MgSO4- anti-coagulated blood.
Inconspicuous platelet counts measured in parallel ranged from 149 to 396 *109/L (mean 229.55*109/L ; SD 61.73*109/) when measured in EDTA-anticoagulated blood and from 140 to 398 *109(mean 229.55*109/L ; SD ^61.73*109/) when anticoagulated with MgSO4 (mean 226.90*109/L , SD 62.48*109/L). Platelet counts of 134 individuals with pseudo-thrombocytopenia measured in EDTA-anticoagulated blood ranged from 10to 150 *109/L (mean 106*109/L; SD 27.50*109/L). Platelet counts measured in parallel in MgSO4-anticoagulated samples ranged from 117 to 467*109/L(mean 216.99*109/L; SD 58.72*109/L). Conclusions
With the here presented data we intend to show that platelet counts of suspected individuals with PTCP, when measured in parallel in EDTA and in magnesium sulfate anticoagulated samples allow to distinguish anticoagulant-dependent false low platelet counts from true thrombocytopenia.  

P197
Primary Analytical Performance Evaluation Of The Mindray Bc‑720 Immature Platelet Fraction Parameter (Ipf‑D)
Kunal Sehgal, Vasudha Kaul, Pratidnya Parab, Jyotsna Rathod
Sehgal Path Lab, Mumbai, India

Background:
Immature platelet fraction (IPF) is an emerging biomarker for assessing thrombopoietic activity and predicting platelet recovery in conditions such as dengue-associated thrombocytopenia. Mindray has implemented an innovative algorithm enabling IPF measurement using data from the DIFF channel on the BC‑720 hematology analyzer (IPF‑D). However, the analytical performance of IPF‑D has not yet been systematically evaluated.   Methods:
Analytical repeatability was assessed using 10 consecutive measurements on 10 whole‑blood samples. Precision was evaluated following CLSI EP05‑A3 using three control levels (High/Normal/Low, n = 80 replicates each). Method comparison against Sysmex XN‑Series was conducted across 115 clinical samples using Bland–Altman and stratified acceptance criteria (absolute difference ≤2 units for IPF <7%; relative difference ≤30% for IPF ≥7%).   Results:
All samples met the predefined repeatability specification (CV ≤25% for PLT ≥50×10⁹/L and IPF ≥3%). Observed CVs ranged from 6.10% to 12.76%, demonstrating strong concentration‑dependent precision.
Precision studies showed within‑laboratory CVs of 18.5% (High), 20.6% (Normal), and 16.5% (Low), with no detectable between‑run variability, confirming robust day‑to‑day stability.
Method comparison revealed minimal systemic bias (−0.12 IPF units), with excellent agreement at lower IPF levels: 100% of samples with IPF <7% met absolute-difference criteria. In high IPF samples (≥7%), 94.8% met the relative‑bias criterion (≤30%). Variability increased at higher concentrations, consistent with biological and analytical expectations.   Conclusions:
The BC‑720 IPF‑D parameter exhibits strong analytical performance, including high repeatability, stable multi‑day precision, and clinically acceptable agreement with the Sysmex XN‑Series. These findings support the suitability of IPF‑D for routine hematology testing and for monitoring thrombopoietic dynamics in clinical practice. Further validation in disease‑specific cohorts (e.g., dengue) is warranted.

P198
Assessment Of Beliefs, Education And Habits In The Prevention Of Sickle Cell Disease Among College Students In Osun State: The Need For Genetic Counselling
Florence I. Aboderin1, Busayo G. Ologun2, Joshua S. Olajide2, Emmanuel Adepoju1
1University of Ilesha, Ilesha, Nigeria, 2Obafemi Awolowo University, Ile-Ife, Nigeria

INTRODUCTION Sickle cell disease (SCD) is a major hereditary blood disorder and public health challenge, especially among people of African descent. Over 500,000 infants are born with SCD each year globally, with more than 75% in sub-Saharan Africa. In Nigeria, 20–30% of the population carry the sickle cell trait, while 2–3% have SCD, contributing significantly to childhood morbidity and mortality, as 50–80% of affected children may die before age five without proper care. This study examines how cultural and religious beliefs and habits influence SCD prevalence, emphasizing the need for genetic counselling among young people to reduce its burden. METHODS An online questionnaire was used to collect data from students. It included socio-demographics, SCD knowledge, prevention-related habits and practices, genetic counselling, and prevention barriers. Data were analysed using IBM SPSS version 27 for inferential statistics overall. RESULTS A total of 269 respondents aged 18–25 participated in the survey. Male and female respondents were 52.4% and 46.8%, respectively. About 98.9% had heard of SCD through school lectures, health workers, media platforms, or peers. Overall, 77.7% knew their haemoglobin genotype, while 22.3% did not. Most respondents correctly identified SCD as a genetic condition and agreed it can be prevented through premarital genotype screening. Socially, there was general acceptance of SCD patients, including in marriage. Approximately 73.6% had undergone voluntary genotype testing, and the majority (88.5%) insisted on genotype testing before marriage or avoiding marriage if results were incompatible. Barriers to SCD prevention included poor awareness, testing costs, fear of results, and limited access to facilities. Cultural and religious beliefs and peer pressure were also contributing factors. A significant association existed between sex and knowledge of personal genotype (χ² = 9.293, p = 0.010), but not between genotype knowledge and SCD knowledge. Binary logistic regression showed sex as a significant independent predictor, with males nearly twice as likely to know their genotype compared to females (AOR = 1.87, 95% CI: 1.16–3.01, p = 0.010). CONCLUSION This study highlights a positive preventive attitude toward reducing the burden of SCD. Sex emerged as a significant determinant of genotype awareness, underscoring the need for targeted interventions, particularly among young female students.      

P199
Haemoglobin Jeddah, A Rare Α-Globin Variant Highlighting Diagnostic Challenges In Hemoglobinopathy Screening: A Case Series From Oman.
Thekra I. Al-Obaidani1, Maha S. Al-Yahyai2, Ghalia Al-Harthi2, Afrah Al-Fulaiti2
1Oman Medical Specialty Board (OMSB), hematopathology residency program, Muscat, Oman, 2The Royal Hospital, Muscat, Oman

Introduction: Hemoglobin Jeddah is an extremely rare α-globin gene variant resulting from a point mutation at codon 68 in exon 2 of the α1 gene. This causes a substitution from asparagine to histidine (Asn→His) due to a nucleotide change from AAC to CAC. To date, hemoglobin Jeddah has been described in only a single case series involving three middle eastern families, representing its initial report in the literature. No cases have been reported from Oman. This case series enhances the understanding of hemoglobin Jeddah’s phenotype and highlights characteristic High-Performance Liquid Chromatography (HPLC) findings that may lead to misclassification as a β-globin variant, impacting hemoglobinopathy screening and premarital counselling in regions with high prevalence of hemoglobinopathies and consanguineous marriages.   Methods: We conducted a retrospective review on three asymptomatic siblings who were identified during routine hemoglobinopathy screening (2017-2024) at a tertiary hospital in Oman. Complete Blood Counts (CBC), HPLC, and confirmatory molecular testing by bi-directional Sanger Sequencing of α‑, β‑ and δ‑globin genes were evaluated.    Result: The siblings included in this case series were two males aged 77 and 69 years and one 36-year-old pregnant female. Their CBC results showed hemoglobin levels ranging from 11.0 - 14.8 g/dL with normocytic and normochromic red cell indices (range mean corpuscular volume (MCV) 88.0-96.3 fL and mean concentration hemoglobin (MCH) 30.0-32.8 g/dL). HPLC demonstrated an abnormal peak eluting in the HbA2 window with proportions ranging from 12.9% to 17.8%, initially suggesting a possible β-globin variant. A small additional peak in the D‑window (0.5%) was consistently observed in all three cases, which was not described in previous reports. Although analytical artefact cannot be fully excluded, the results reproducibility warranted further testing. Molecular analysis in all three cases confirmed heterozygosity for α-globin variant hemoglobin Jeddah: Cd68 AAC>CAC (HBA2:c.205 A>C). No mutations have been detected in the α2‑, β‑ and δ‑globin genes. The siblings were clinically asymptomatic with no evidence of hemolysis supporting a benign phenotype. However, long-term clinical significance remains unclear due to limited data.    Conclusions: This case series represents the first reported cases of hemoglobin Jeddah in Oman. It is an addition to the limited existing literature by describing other familial cases and laboratory characteristics of hemoglobin Jeddah. This can help enhance laboratory experiences and improve diagnostic accuracy. Awareness of Hemoglobin Jeddah and its HPLC profile is important to avoid misclassification as a β‑variant and to support accurate interpretation of hemoglobinopathy screening, particularly in consanguineous populations.

P200
Assesment Of B-Thalassemia Trait Occurrence In An Outpatient Sample From Southern Chile: A Retrospective Study.
Mario Balcazar, Luis Carrasco, Angélica Mancilla, Sandra Navia
Tecno-Medic, Puerto Montt, Chile

Introduction: β-thalassemia trait (BTT) is a common cause of microcytic anemia worldwide, with highest prevalence in the Mediterranean, Middle East, and Southeast Asia; however, migration has contributed to its growing presence in non-endemic regions, including Latin America. In this region, BTT is a recognized cause of microcytosis, yet published data remain scarce and markedly limited in certain countries such as Chile, where nationwide estimates are lacking. Generating local evidence is essential to improve diagnostic accuracy for microcytosis and to inform public health strategies. This retrospective study sought to determine the frequency of BTT among referred outpatients in Puerto Montt, southern Chile, addressing a significant gap in national data.

Methods: A retrospective search was performed in the Laboratory Information System (LIS) of 24,634 unique outpatient Complete Blood Counts (CBCs) performed between January 2021 and November 2024. Cases were confirmed as BTT using a Hemoglobin A2 (HbA2) fraction >3.5% by capillary electrophoresis (Capillarys 2, Sebia). Hematological parameters were collected (Mindray BC-5380), and morphological characteristics from May-Grünwald-Giemsa-stained blood smears were evaluated. Iron Deficiency Anemia (IDA) was ruled out in all confirmed BTT patients (iron studies, Mindray BS-480, Maglumi-800).   Results: A total of 60 cases were confirmed as BTT (HbA2> 3.5) out of 24,634 CBCs. This yielded a frequency of 0.24% (95% CI: 0.18-0.31%) in the studied cohort. The mean age of affected individuals was 44.0 years (SD: 23.2 years) 1515, with a predominance of females (68.3%, 41/60)16. The hematological profile showed pronounced microcytosis and hypochromia, with a mean MCV of 64.9 fL (SD: 3.13) and mean MCH of 20.5 pg (SD: 1.06). Anemia (WHO adjusted) was present in 58.3% (35/60) of BTT patients. Crucially, basophilic stippling was observed in 88.3% (53/60) of BTT patients on peripheral blood smears. Conclusions: This study identified a low, but not negligible, frequency of BTT (0.24%) in southern Chile , positioning the country with frequencies similar to Uruguay and lower than most neighboring countries. The high presence of basophilic stippling (88.3%) provides a useful diagnostic clue for the BTT phenotype in this population. These findings represent one of the first BTT prevalence estimates in Chile , contributing new evidence for the region, and highlighting the relevance of including BTT in both clinical and public health agendas for microcytic anemia differential diagnosis and genetic counseling.

P201
Fast Hemoglobin: A Sign Of Alpha Thalassemia Or A Red Herring?
Melissa Delio1, Christopher Tormey2, Alexa Siddon2
1University of Colorado Anschutz School of Medicine, Aurora, CO, United States, 2Yale School of Medicine , New Haven, CT, United States

Introduction Alpha thalassemia is caused by mutations in the alpha globin gene resulting in decreased or absent production of alpha globin chains. Complications of the disease are dependent on the number of alpha globin genes mutated, ranging from no symptoms in adult carriers with one mutated gene to death in fetuses with 4 mutated genes. Given the potentially morbid outcome for the fetus, screening for alpha thalassemia in newborns and parents who could potentially pass it on to their children is a common practice. Hemoglobin (Hb) analysis is a common method used for screening, as a characteristic finding is varying amounts of fast hemoglobin including HbH and Hb Barts. Unfortunately, screening for alpha thalassemia has a high false positive rate as normal patients or patients with other hemoglobinopathies are often found to have fast Hb. This may result in unnecessary clinical work-up including expensive molecular tests to exclude alpha thalassemia. This study aims to find clinical and laboratory parameters to identify patients who truly have alpha thalassemia that would benefit from confirmatory molecular testing. Methods A search was conducted for patients with fast hemoglobin detected by capillary electrophoresis using the Sebia Capillarys 2 Flex-Piercing instrument between 2012 and 2024 at Yale New Haven Hospital. Cases were reviewed retrospectively and the following data points were collected: age, total Hb, red blood cell count (RBC), mean corpuscular volume (MCV), mean corpuscular Hb concentration (MCHC), red cell distribution width (RDW), percentage of Hb (H, Barts, A, A2, S, C, E and F), history of hemoglobinopathies and results of next generation sequencing (NGS) studies. Patients were divided into the following groups based on their hemoglobin study results: normal, sickle cell disease, sickle cell trait, hemoglobin SC disease, alpha thalassemia (hemoglobin H disease and alpha thalassemia major), alpha thalassemia carrier/trait and beta thalassemia. The mean and standard deviation were calculated for all continuous parameters and the means between groups were compared by an ANOVA using prism software with a p value of <0.05 indicating statistical significance.   Results 34 patients were identified with fast hemoglobin. 3/34 (8.82%) patients were placed in the alpha thalassemia group. There was no statistically significant difference between any of the groups in terms of age, total hemoglobin, RBC, MCV or MCHC.  The percentage of HbH was borderline significantly higher in the alpha thalassemia group than in normal patients (17.53% ± 12.72% versus 0.54% ± 0.34%, p=0.056). Conclusions Patients with a % HbH that is 17.53% ± 12.72% may benefit from confirmatory NGS studies as these patients are borderline statistically more likely to have clinically significant alpha thalassemia. CBC parameters such as total hemoglobin, MCV, MCHC, RBC and RDW may not be helpful in distinguishing a patient with alpha thalassemia versus a patient with normal hemoglobin versus a patient with another hemoglobinopathy.         

P202
Sample Stability Of A Photometric Rheology-Based Esr Method After Transient Heat Exposure And Return To Room Temperature
Steve Giarrusso, Megan McCutcheon
ALCOR Scientific LLC, Smithfield, RI, United States

Introduction: Erythrocyte sedimentation rate (ESR) is a non-specific marker of inflammation and one of the most common clinical laboratory tests worldwide. Samples must be at room temperature before testing, and elevated temperatures during testing are known to falsely increase ESR values. However, there is limited evidence on the effect of transient heat exposure prior to returning samples to room temperature for analysis. With specimen collection sites often located far from testing laboratories, temperature control during transport is frequently suboptimal, and samples may be exposed to temperatures well beyond room temperature in warm climates. The iSED ESR analyzer family uses photometric rheology to assess RBC aggregation – the first step of erythrocyte sedimentation - at a controlled 37°C and may be less sensitive to temperature fluctuations than Westergren-based ESR methods. Method: Residual whole blood samples (n = 131) <24 hours from venipuncture were analyzed for ESR at room temperature (18-25°C) using iSED ELITE. Samples were then incubated at 95°F for 4 hours to simulate extreme transport or storage conditions, brought back down to room temperature, and re-analyzed for ESR. Agreement between initial room temperature and post-heating values was assessed using intraclass correlation coefficient (ICC) with 95% confidence intervals. Results: ESR values at room temperature had a mean of 21.4 ± 16.3 mm/hr (median 15, IQR 8–31). After heating, the mean was 22.9 ± 16.2 mm/hr (median 17, IQR 10–32). The mean difference between conditions was 1.5 mm/hr (95% CI: 1.1–1.8). The ICC for absolute agreement was 0.987 (95% CI: 0.987–0.993), indicating excellent reliability between the two conditions. The observed difference of 1.5 mm/hr falls within acceptable clinical variability for ESR testing. Conclusion: Exposure to elevated temperature (95°F for 4 hours) prior to returning to room temperature does not produce clinically significant changes in iSED ELITE ESR results. The excellent ICC demonstrates that heated samples yield values interchangeable with room temperature measurements for clinical interpretation. These findings suggest photometric rheology-based ESR testing remains reliable despite short-term exposure to elevated temperatures that may occur during specimen transport.

P203
A Digital Transformation Of The Kleihauer-Betke Removes The High Coefficient Of Variation During The Screening Of Fetomaternal Haemorrhage; A Pilot Study
Phoebe King1, Riya Raghuram2, Kenneth Salisbury3, Joanna Ward1, Aaron Niblock4,5
1School of Engineering, Ulster University, Belfast, United Kingdom, 2Department of Engineering, University of Cambridge, Cambridge, United Kingdom, 3KAIoptix Ltd., Antrim, United Kingdom, 4School of Medicine, Ulster University, Derry, United Kingdom, 5Antrim Area Hospital, Antrim, United Kingdom

Introduction: Fetomaternal haemorrhage (FMH) is the passage of fetal red blood cells into the maternal bloodstream. It is a clinically important issue, as inadequate recognition can lead to maternal alloimmunisation and haemolytic disease of the newborn. The Kleihauer–Betke (KB) acid-elution test is widely used for screening FMH, but is limited by a high coefficient of variation between users and laboratories, due to poor cell visibility and preparation issues (see Figure). While flow cytometry, the current gold-standard, gives more accuracy, it is unsuitable for routine screening due to significant cost considerations and need for specialised staff. This pilot study evaluated a deep-learning and image-analysis-based digital method for FMH quantification from KB-stained blood films. Methods: 10 UK National External Quality Assessment Service (NEQAS) slides were imaged using an adapted form of optical microscopy for enhanced cell delineation (see Figure), and a MATLAB-based workflow incorporating deep-learning cell segmentation and colour- and texture-based classification was used to automatically identify foetal and adult red blood cells to estimate FMH volume. Results were compared with inter-laboratory manual KB counts and NEQAS flow cytometry reference values using Bland–Altman analysis, correlation and paired t-tests. Results: Across the samples, the digital automated model produced FMH volume estimates that were closer to flow cytometry reference values than manual KB counting. The manual method, in general, overestimated bleed volume, with a mean bias of +2.4 mL compared with flow cytometry, whereas the digital model showed a negligible mean bias of –0.26 ml. Paired t-testing demonstrated a significant difference between manual KB and flow cytometry (p = 0.0001), with substantially less significant difference between the digital model and flow cytometry (p = 0.67). Both methods correlated strongly with flow cytometry (r² ≥ 0.96). The digital model produced fully repeatable results on re-analysis and showed no operator-dependent variability, in contrast to wide inter-laboratory variation in manual KB results (0.0–52.5 mL). The model also reliably excluded a range of common artefacts, although two thin, sub-optimally prepared slides led to underestimation in volume, highlighting an area for future work. Conclusions: Digital transformation of the KB test provides more accurate, consistent, and reproducible FMH volume estimation than manual KB counting, with performance more comparable to flow cytometry on standard-quality slides. These data support its potential role as a reliable FMH screening tool.

P204
Association Of Hematimetric Indices With Ema Binding And Osmotic Fragility In Hereditary Spherocytosis
Isabella C. Lima, Liliana M. S. Otsuka, Alexandre E. Kayano, Newton F. Centurião, Erivaldo S. Junior, Andreza O. Santos, Cristina M. Ito, Andrea A. R. Villarinho, João C. C. Guerra
Hospital Israelita Albert Einstein, São Paulo, Brazil

Introduction: Hereditary spherocytosis (HS) is the most common inherited hemolytic anemia, resulting from defects in erythrocyte membrane proteins that cause premature extravascular hemolysis. Diagnosis may be challenging, particularly in mild or atypical cases, requiring integration of clinical features, peripheral blood morphology and laboratory investigations. Hematimetric indices obtained from the complete blood count (CBC), together with specialized tests such as eosin-5-maleimide (EMA) binding by flow cytometry and the osmotic fragility test (OFT), are frequently used in the diagnostic workup. This study aimed to evaluate the association between CBC parameters and EMA and OFT results in an institutional cohort of patients investigated for suspected HS. Methods: This cross-sectional study included 94 patients evaluated at a tertiary care hospital between 2020 and 2024. CBC parameters analyzed were hemoglobin (Hb), hematocrit (Hct), red blood cell count (RBC), mean corpuscular volume (MCV), mean corpuscular hemoglobin (MCH), mean corpuscular hemoglobin concentration (MCHC), red cell distribution width (RDW) and reticulocyte count. Patients were grouped according to EMA results (reduced or normal) and OFT results (right shift, left shift, or normal). The Shapiro–Wilk test assessed data distribution. Student’s t-test and ANOVA were applied to normally distributed variables (MCV, MCH, MCHC, RBC), while the Mann–Whitney and Kruskal–Wallis tests were used for non-normally distributed variables (reticulocytes, Hb, Hct, and RDW). Statistical significance was defined as p <0.05. Analyses were performed using R software version 4.2.1. Results: Among the 94 patients, 55% were female and the median age was 30 years. EMA testing was performed in 25 patients, of whom 7 (28%) showed reduced fluorescence. OFT was performed in 72 patients, with 11 (15%) demonstrating a right shift. Only five patients underwent both tests, with one (20%) yielding concordant positive results. MCHC values were significantly higher in EMA-reduced patients (p = 0.01), whereas no significant association was observed with OFT alterations. RDW was increased exclusively in the EMA-positive group (p = 0.037). Reticulocyte counts were significantly higher in EMA-positive patients (p = 0.01) and in those with OFT right shift (p = 0.003). No significant associations were found for Hb, Hct, RBC count, or MCV. Conclusion: Despite the superior sensitivity and specificity of the EMA test compared with OFT, its limited use in routine practice may reflect higher costs and restricted reimbursement. These findings reinforce the value of CBC-derived parameters as initial screening tools for HS. Elevated MCHC, increased RDW, and reticulocytosis should heighten clinical suspicion and guide the selection of confirmatory tests, underscoring the importance of integrated laboratory evaluation in the diagnosis of HS.  

P205
“Electroglobins” �" Haemoglobin Capillary Electrophoresis: A One Year Experience
Ana Catarina B. Marques , Joana Sevilha, Carla Ferreira , Helena Ferreira da Silva
Clinical Pathology Department, ULS Médio Ave, Vila Nova de Famalicão, Portugal

Introduction: Hemoglobinopathies (HBP), including structural and quantitative disorders, are the most common monogenic autosomal recessive diseases worldwide. The increasing population mobility has led to a rising prevalence of these conditions in non-endemic countries. While severe forms such as sickle cell disease and α/β-thalassemia major cause significant morbidity, carriers are usually asymptomatic. Nevertheless, carrier couples have a 25% risk of having an affected child in each pregnancy, underscoring the importance of effective preconception and antenatal screening strategies. Haemoglobin Capillary Electrophoresis (CE) has emerged as a valuable tool for the detection and characterization of haemoglobin variants. Our aim is to determine the prevalence and spectrum of hemoglobinopathies in individuals from our healthcare area during the first year of implementation of CE. Methods: A retrospective observational study was conducted, including CE results obtained in 2025 using the Capillarys 3 Octa (Sebia). Demographic data and hemogram parameters were also collected. Statistical analysis was performed using Excel® software. Results: Seventy-one CE results were reviewed from 71 patients (51 females and 20 males, with a mean age of 43 years). Most tests were directly requested, while 24 were added following the detection of abnormal hemoglobin patterns during routine HbA1c testing. Hemoglobinopathies were identified in 38 samples (53%), comprising eight different variants. The most frequent findings were Hb S trait (34%) and hereditary persistence of foetal haemoglobin (HPFH) (29%), with similar distributions in both sexes. Almost half of the studied population were pregnant women (n=32), and hemoglobinopathies were identified in half of these cases, most frequently Hb S trait and β-thalassemia minor. Similar findings were observed in the paediatric population (n=8), with hemoglobinopathies detected in four cases. Among patients with microcytic anaemia (n=18), hemoglobinopathies were detected in 10 cases, predominantly HPFH and β-thalassemia minor. Portuguese patients accounted for 45 results, 25 with HBP, mainly HPFH and β-thalassemia trait. In the non-Portuguese population (n=26), mostly Brazilian, hemoglobinopathies were detected in half of the cases, with Hb S trait being the most prevalent. Conclusions: Capillary electrophoresis proved to be an effective method for detecting a wide range of haemoglobin variants, including incidental findings during HbA1c testing. This first-year experience highlights the impact of migration on the local prevalence of hemoglobinopathies and supports the need for structured diagnostic pathways and targeted screening, particularly in prenatal care. A specialized medical consultation has been implemented to optimize diagnosis and follow-up. There are no conflicts of interest.

P206
Exploring The Utility Of Advanced Red Blood Cell Parameters In Microcytic Hypochromic Anemia
Tandry Meriyanti1,2, Fransisca Probo Setyoningrum2
1Siloam Hospitals Lippo Village, Banten, Indonesia, 2Pelita Harapan University, Banten, Indonesia

Introduction. Classification of anemia requires morphological classification via measurement of red blood cell (RBC) indices. Modern automated hematology analyzer offers advanced RBC parameters to deliver detailed data on erythrocyte morphology and hemoglobin status in erythrocyte, such as percentage of microcytic (MicroR) and hypochromic RBC (HYPO-He), immature reticulocyte fraction (IRF) and reticulocyte hemoglobin content (RET-He), which allow fast and explicit description of erythrocyte maturation and erythropoiesis without additional tests. This study aimed to explore the utility of advanced red blood cell parameters in microcytic hypochromic anemia, particularly in differentiating hemoglobinopathy, iron deficiency anemia, and anemia of inflammation as the common causes of microcytic hypochromic anemia. Methods. This study was a cross-sectional analytic study with total of 163 samples, consisting of hemoglobinopathy (50 samples), iron deficiency anemia (53 samples), anemia of inflammation (30 samples), and normal (30 samples). This study was conducted between January – July 2025 at Siloam Hospitals Lippo Village, Banten, Indonesia. Advanced red blood cell parameters (IRF, MicroR, HYPO-He, Ret-He) were included in RET channel, performed by Sysmex XN2000. Statistical data analysis was done using SPSS version 26. Results. A Kruskal Wallis test demonstrated significant difference in IRF, MicroR, HYPO-He, Ret-He among iron deficiency anemia, hemoglobinopathy, anemia of inflammation, and normal group (p<0.001 for all parameters). Pairwise comparison using Dunn’s test with Bonferonni correction indicated IRF, MicroR, HYPO-He, and RET-He were significantly different in anemia of inflammation compared to iron deficiency anemia and hemoglobinopathy. Meanwhile, MicroR and the ratio of MicroR/HypoHe were significantly different between iron deficiency anemia and hemoglobinopathy (p<0.001, p=0.004, respectively). Analysis on ROC curve, Ret-He had AUC of 0.912 (95% CI: 0.851 – 0.974) in distinguishing anemia of inflammation from iron deficiency anemia and hemoglobinopathy. MicroR had AUC of 0.792 (95% CI: 0.698 – 0.887) and MicroR/HYPO-He had AUC 0.741 (95% CI: 0.645 – 0.836) to differentiate hemoglobinopathy from iron deficiency anemia. Conclusions. Advanced RBC parameters and its combination represented a valuable tool to improve screening of differential diagnosis of microcytic hypochromic anemia.

P207
Prevalence And Clinical Correlates Of Anaemia Among Hospitalized Geriatric Patients In Malaysia: A Cross-Sectional Study
noor haslina mohd noor1, esba ahamed2, maryam azlan2, nurul izzah abdul razak1, asiah nabihah1
1haematology department, universiti sains malaysia, KUBANG KERIAN, , Malaysia, 2biomedicine department, universiti sains malaysia, KUBANG KERIAN, , Malaysia

Introduction:
Anaemia is common in older adults and is associated with adverse outcomes including functional decline and increased mortality. Hospitalised geriatric patients are particularly vulnerable due to multimorbidity and acute illness, yet data from Southeast Asia remain limited. This study aimed to determine the prevalence, severity, morphological patterns, haematological characteristics, and common aetiologies of anaemia among geriatric inpatients in a Malaysian tertiary teaching hospital. Methods:
A retrospective laboratory-based cross-sectional study was conducted at Hospital Pakar Universiti Sains Malaysia. All inpatients aged >65 years who had a full blood count performed between January and June 2023 were included. Anaemia was defined using World Health Organization criteria and classified by severity and morphology based on haemoglobin levels and red cell indices. Haematological parameters were compared by gender. Available clinical records were reviewed to identify documented causes of anaemia. Results:
Among 3,610 geriatric inpatients, anaemia was identified in 1,914 patients, giving a prevalence of 53.0%. Mild anaemia predominated (59.9%), followed by moderate (29.2%) and severe anaemia (10.9%). Normocytic normochromic anaemia was the most common morphological pattern (75.1%), while microcytic hypochromic and macrocytic anaemia accounted for 22.6% and 2.3%, respectively. Female patients had significantly lower haemoglobin levels and a higher proportion of moderate-to-severe anaemia compared with males. Among patients with available clinical data (n=104), chronic illnesses—particularly cardiovascular disease, diabetes mellitus, and hypertension—were the most frequently documented causes, followed by infection, chronic kidney disease, and malignancy. Conclusion:
Anaemia is highly prevalent among hospitalised older adults and, although often mild, frequently reaches clinically significant severity. These findings highlight the importance of routine anaemia screening and systematic evaluation in geriatric inpatients to enable timely intervention and potentially improve functional and clinical outcomes.

P208
Evaluation Of The New Mindray H120 Instrument For Determining Hba1C By Hplc: Comparison Of Two Analysis Modes Offered By The H-120 With Capillary Electrophoresis In Common Situations And In The Presence Of Haemoglobin Variants.
Stephane Moutereau1, Soraya Fellahi1, Emilie Geremia2, Terence Liang3, Jean-Philippe Bastard1
1Département de Biochimie-Pharmacologie, Hôpital universitaire Henri Mondor, AP-HP INSERM U955, Université Paris-Est-Créteil, Creteil, France, 2Hematology IVD Product - Mindray France, Creteil, France, 3International Scientific Strategy & Partnerships Mindray IVD Division -Shenzhen Mindray Bio-Medical Electronics Co., Ltd. , Shenzen, China

Background: Assessing average blood glucose levels by measuring glycated haemoglobin is a valuable tool for the long-term monitoring of diabetic patients. The aim of this study was to evaluate the Mindray H-120 analyser for measuring HbA1c in routine settings. Methods: Two analysis modes were studied: ‘standard mode’ (30-second elution) and ‘variant mode’ (60-second elution). Repeatability and reproducibility were studied at several levels using both supplier controls and patient samples. A comparative study was conducted between the Mindray H120 and the Capi3Tera (Sebia) using Passing-Bablok regression and Bland-Altman plots. The interference of Hb variants was studied using samples containing HbS, HbC, HbD, HbE, Hb Hope, HbH and a few other rare haemoglobins. Results: For each of the ‘standard’ and ‘variant’ modes, the intra-series repeatability CVs are less than 0.67% and 0.34%, respectively. The inter-series CVs are less than 2.88% and 2.36%, respectively. Apart from a few rare haemoglobin variants, no non-linearity was observed: the correlations between the different modes and with capillary electrophoresis were very satisfactory for samples without haemoglobin variants (slopes of 0.95 to 1.026; y-intercepts of 0.0263 to 0.1585) or containing common haemoglobin variants (HbS, HbC: slopes of 1.022 to 1.069; y-intercepts of -0.409 to -0.070). Only a few rare variants (Hb Hope, Hb Athens Georgia, etc.) revealed discrepancies between the different types of analysis: all elution abnormalities, including the presence of haemoglobin variants, were correctly reported by the automated system. Conclusion: The Mindray H120 analyser proved to be extremely easy to use and highly reliable, with good reproducibility, good concordance and excellent linearity across the wide range of HbA1c levels commonly observed in diabetic patients, without being significantly influenced by common haemoglobin variants.

P209
The Rising Prevalence Of Elevated Haematocrit In A Large Uk Population: A Five Year Retrospective Analysis
Toby Nicholson, Ana B. Martins, Andzelika Aydin
Mersey and West Lancashire Teaching Hospitals NHS Trust, Prescot, United Kingdom

Introduction: An elevated haematocrit is a common laboratory abnormality found both in acute care and community settlings. Causes are varied, be it due to dehydration, secondary erythrocytosis or myeloproliferative diseases. Whilst changes in population demographics, health, societal behaviour and prescribing patterns could theoretically influence haematological pararmeters over time, there is little published evidence describing temporal trends in the prevalence of raised haematocrit in routine full blood count (FBC) testing. Methods: We conducted a retrospective analysis of all FBCs processed at a large district general hospital serving a population of approximately 600,000 people. The proportion of samples with haematocrit values above the established reference range was calculated from 2021 to 2025 and stratified by sex. No changes in analysers, calibration procedures, or reference intervals occurred during this period. Results: A progressive increase in the proportion of elevated haematocrit results was observed in both sexes. In men, the percentage of FBCs with haematocrit above the reference range rose from a mean of 0.27% in 2021 to 0.34% in 2025. In women, the corresponding increase was from 0.35% to 0.41%. This represents a relative rise of approximately 17-25% over five years. There appears to be seasonal variation with higher proportions in the winter months but this did not impact the upward trend. Conclusion: This study identifies a steady and clinically relevant increase in the proportion of elevated haematocrit results in a large UK population over a five‑year period. It does not reveal the cause of the progressive rise but we speculate it might be secondary to increasing prescription of SGLT2 inhibitors which have gained new indications over that period; testosterone use or obesity are other potential causes, whilst alcohol and smoking are declining and unlikely to be contributing. The findings highlight the need for broader epidemiological investigation into emerging drivers of erythrocytosis and underscore the value of laboratory data as an early signal of population‑level health trends.

P210
Pediatric Polycythemia: Frequent Transient Finding With Few Underlying Diagnosis
Sotirios Papadeas1,2, Yves D Pastore1,2,3,4, Thomas Pincez1,2,3,4
1CHU Sainte-Justine Azrieli Research Center, Montreal, QC, Canada, 2Faculty of Medicine, Université de Montréal, Montreal, QC, Canada, 3Division of Pediatric Hematology-Oncology, CHU Sainte-Justine, Montreal, QC, Canada, 4RED, Réseau Érythrocytes et Drépanocytose, Montreal, QC, Canada

Introduction Polycythemia can be driven by hematopoiesis-intrinsic or hypoxia-alterations, defining primary and secondary polycythemia, respectively. Primary polycythemia due to myeloproliferative neoplasms is the leading cause in adults but these diseases are uncommon in children. However, there are limited data on the underlying causes identified in children and adolescents with polycythemia. We aimed to describe the characteristics, underlying diagnosis, and outcomes of children referred for polycythemia. Methods Patients ≤21 referred for polycythemia in the hematology department of the CHU Ste-Justine pediatric hospital in Montreal, Canada from 1992 to 2025 were retrospectively reviewed. Polycythemia was defined using age-specific cutoff. Results After exclusion of 12 patients for insufficient data, we included 92 patients in this study. Most patients (81%) were boys. Age of consultation was considerably lower for girls than boys (mean ± standard deviation: 6.2 ± 4.9 years vs 13.3 ± 5.2 years, p <0.0001). Male patients frequently had an elevated body mass index (28% > z-score=2 and 7% > z-score=3) (figure 1). Hemoglobin values were <190 g/L at the exception of one girl who was diagnosed with idiopathic polycythemia and reached hemoglobin levels of 230 g/L. Four patients (4%) had low EPO levels and were initially suspected of primary polycythemia. Eight patients (9%) presented high EPO levels, and 76 (83%) had normal EPO levels (the remaining 4 patients (4%) did not have an EPO dosage). A somatic variant of myeloproliferative neoplasm was researched in 16 patients (17%) and identified in only one (1%) (JAK2 gene). Eleven patients (12%) underwent gene- or panel-based germline sequencing. Two had pathogenic variants in EPAS1 (n=1), and EPOR (n=1). Three other patients had genetic variations that may have contributed to polycythemia: HFE H63D variant (n=1), variants of unknown significance in RYR1 (n=1), and in TSC2, INVS, and BBS1 (n=1). These were not retained as primary causes and 89 patients (97%) were considered to have secondary polycythemia without genetic anomalies. Of those, 30 (33%) had one potential contributing factor: lung disease (n=18), kidney disease (n=12), cardiopathy (n=2), hepatopathy (n=2), or medication (n=1). Conclusions Overall, our data highlight the specificities of pediatric polycythemia. Most cases were observed in male adolescents who were frequently overweighted, and hemoglobin level was modest in most cases. Polycythemia was more often secondary without monogenic cause and mandate search of potential contributing factors as first investigations. Genetic work-up including inherited or acquired genetic variations should be considered in the absence of such contributing factors.

P211
When To Suspect Co-Inherited Alpha-Thalassemia In Common Structural Hemoglobin Variants
Armin P. Piehler1, Lea Dewi Schlieben1, Eva C. Langsjøen2, Gregor Hoermann1, Torsten Haferlach1, Wolfgang Kern1, Manja Meggendorfer1
1MLL Munich Leukemia Laboratory, Munich, Germany, 2Fürst Medical Labortory, Oslo, Norway

Background Alpha‑thalassemia and common beta‑globin variants such as HbS, HbE, HbD, and HbC are inherited independently and may therefore co‑occur in the same individual. Hemoglobin separation methods, including capillary electrophoresis (CE) and high‑performance liquid chromatography (HPLC), reliably identify these variants but generally fail to detect the alpha‑thalassemia trait. Indirect markers, such as the relative size of the hemoglobin variant fraction, can indicate concomitant alpha‑thalassemia. This study aimed to characterize the impact of co‑inherited alpha‑thalassemia trait on hemoglobin variant fraction size and to provide guidance for interpreting hemoglobin patterns in patients with common structural hemoglobin variants and suspected alpha‑thalassemia.   Methods The study includes data from 21,500 individuals undergoing hemoglobinopathy work‑up at two large European laboratories (Fürst Medical Laboratory, Norway, and MLL Munich Leukemia Laboratory, Germany). Hemoglobin differentiation was performed by CE, and structural variants were confirmed by HPLC or beta‑globin gene sequencing. Alpha‑thalassemia was identified by gap‑PCR or multiplex ligation-dependent probe amplification (MLPA), and serum ferritin was measured by nephelometry or immunoassay. Statistical significance was assessed by Wilcoxon signed‑rank test, with adjusted p <0.01 considered significant. The study was approved by the institutional review boards and the regional ethics committee (REK).   Results In total, the structural hemoglobin variant traits HbS, HbE, HbD-Punjab and HbC were identified in 697 (3.2%), 558 (2.6%), 229 (1.1%) and 133 (0.6%) of 21,500 cases, respectively. The number of concomitant inherited defective alpha-globin genes exhibited a clear gene-dosage effect on the proportion of the hemoglobin variant relative to total hemoglobin (Table 1). Across all traits, concomitant alpha-thalassemia was not observed in HbS, HbE, HbD-Punjab and HbC cases with variant fractions exceeding 39.6%, 25.0%, 41.8% and 33.2%, respectively. Similar effects were observed in patients with iron deficiency (serum ferritin <15µg/L).   Conclusion The amount of structural hemoglobin variants is significantly influenced by concomitant alpha‑thalassemia, exhibiting a clear gene‑dosage effect corresponding to the number of co‑inherited defective alpha‑globin alleles. Because accurate detection of alpha-thalassemia in hemoglobin variant carriers is essential to prevent misdiagnosis and to support appropriate genetic counseling, these findings provide useful guidance for interpreting hemoglobin separation profiles and for identifying cases that warrant further testing for alpha-thalassemia.

P212
Quantitative Reticulocyte Changes Precede Hemoglobinization After Short-Term Oral Iron Supplementation In Regular Blood Donors
Tri Ratnaningsih1, Noor Mukantari2, Fuad Anshori1, Umi S Intansari1, Usi Sukorini1
1Department of Clinical Pathology and Laboratory Medicine, Faculty of Medicine, Public Health and Nursing, Gadjah Mada University, Yogyakarta, , Indonesia, 2Medical Specialist Education Program in Clinical Pathology, Faculty of Medicine, Public Health, and Nursing, Gadjah Mada University, Yogyakarta, , Indonesia

Introduction: Iron deficiency without anemia is common among regular blood donors and can develop into iron deficiency anemia if not detected early. Standard donor screening relies mainly on hemoglobin tests, which often miss initial iron depletion. Reticulocyte parameters, especially advanced indices from modern hematology analyzers, can signal early erythropoietic activity and may help monitor iron repletion. However, there is limited data on the effects of short-term oral iron supplementation on these parameters in regular donors. This study examines how reticulocyte count and extended reticulocyte parameters change after short-term oral iron therapy in this population. Methods: This was a single-arm pre–post clinical study involving thirty regular blood donors. Participants received 65 mg of elemental iron by mouth daily for 10 days. Blood samples were collected before and after supplementation. The parameters measured included reticulocyte percentage, absolute reticulocyte count, fluorescence-based reticulocyte fractions (RET-L, RET-M, RET-H), immature reticulocyte fraction (IRF), mean reticulocyte volume (MRV), and reticulocyte hemoglobin content (RHCC), all analyzed with the Horiba Yumizen 2500 hematology analyzer. Data were analyzed using paired statistical tests; p-values <0.05 were considered statistically significant. The study was approved by the Ethics Committee of Universitas Gadjah Mada (KE/FK/0330/EC) and the Indonesian Red Cross Blood Center in Yogyakarta, with all participants providing written informed consent. Results: Short-term oral iron supplementation led to significant rises in the absolute reticulocyte count (0.06 ± 0.02 to 0.08 ± 0.02 ×10⁹/L, p<0.001) and reticulocyte percentage (1.24 ± 0.34 to 1.72 ± 0.52, p<0.001). The reticulocyte maturation profile changed notably, with RET-L decreasing (86.69 ± 6.74 to 82.64 ± 6.25, p=0.005) and RET-M increasing (10.73 ± 4.76 to 14.39 ± 4.53, p=0.002); RET-H remained unchanged (p=0.150). The immature reticulocyte fraction increased significantly (0.12 ± 0.05 to 0.15 ± 0.05, p=0.011), as did MRV (106.87 ± 8.13 to 109.50 ± 7.93 fL, p=0.002). RHCC showed no significant change (30.99 ± 3.49 to 31.16 ± 3.26 pg; p=0.525). The overall changes, illustrated in the figure, indicate that short-term oral iron increases reticulocyte count and immature reticulocytes, while mature reticulocytes decrease. Changes in MRV and RHCC were minor, suggesting early erythropoietic activation prior to hemoglobinization. Conclusions: In regular blood donors, short-term oral iron therapy triggers an early erythropoietic response. This response is more easily identified by reticulocyte count parameters than by reticulocyte hemoglobin content. Extended reticulocyte parameters serve as useful early indicators of iron-dependent erythropoiesis and could enhance existing blood donor screening techniques.

P213
Untangling Iron Deficiency From Inherited Microcytosis: The Utility Of Ferritin Measurement In Hemoglobinopathy Investigations
Nicholas Sandercock1, Jessica Graham1, Barry Eng1, John Waye1,2, Sarah Patterson1,3
11. Hamilton Regional Laboratory Medicine Program, Hamilton Health Sciences, Hamilton, ON, Canada, 22. Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada, 33. Division of Hematology and Thromboembolism, Department of Medicine, McMaster University, Hamilton, ON, Canada

Introduction:
Hemoglobin electrophoresis is central to the evaluation of hemoglobinopathies; however, α-thalassemia deletions are not detectable by electrophoresis and require DNA analysis. Thalassemia trait causes microcytosis that may mimic iron deficiency. Incorporating ferritin measurement into hemoglobinopathy investigations may both guide reflex genetic testing and identify patients at risk for iron deficiency anemia.  Methods:
We performed a retrospective single-centre study in Canada of hemoglobinopathy investigations conducted between September 1, 2023, and September 1, 2025. Testing included hemoglobin electrophoresis confirmed by high-performance liquid chromatography and ferritin measurement. Low ferritin was defined as <30 µg/L. DNA testing was reflexed for abnormal hemoglobin variants and/or microcytosis (MCV <82 fL). Genetic testing included gap Polymerase Chain Reaction (PCR) and Sanger sequencing for common β-thalassemia mutations and gap PCR for seven α-thalassemia deletions (SEA, FIL, THAI, MED, 20.5 kb, 4.2 kb, and 3.7 kb). Data were collected anonymously from the electronic medical record.  Results:
A total of 4,994 hemoglobinopathy investigations were completed; 1,522 (30.5%) demonstrated low ferritin. When broken down by sex, 1278 samples were female (83.97% of low ferritin samples, and 25.59% of all samples) and 241 were male (15.83% of low ferritin samples, and 4.83% of all samples). Among samples with low ferritin, 342 (22.5%) underwent genetic testing due to microcytosis. Low ferritin was present in 24.2% of all 1416 samples sent for DNA analysis. Among 1002 samples assessed for α-thalassemia, only 26.5% had concomitant low ferritin.  Conclusions:
Iron deficiency was common in this population and frequently occurred without microcytosis, identifying individuals at risk for future anemia. Iron deficiency was markedly more prevalent in females, likely due to menstrual blood loss. The higher frequency of iron deficiency observed compared with other Canadian cohorts likely reflects selection for microcytosis and family planning investigations. Routine ferritin assessment adds value to hemoglobinopathy testing by helping distinguish iron deficiency from inherited causes of microcytosis and identifying clinically actionable deficiencies.

P214
Null Α-Spectrin Mutations In Trans With Alpha-Lely Leading To Mild Hemolytic Anemia; Presentation Of Four Cases.
Ryan C Shean1,2, Archana Agarwal1,2
1University of Utah Department of Pathology, Salt Lake City, UT, United States, 2ARUP Laboratories, Salt Lake City, UT, United States

Introduction Mild hereditary hemolytic anemia represents a heterogeneous group of patients with diverse genotypes and phenotypes. Laboratory findings often vary significantly and may overlap with normal individuals. Hereditary spherocytosis (HS) is the most common form of inherited hemolytic anemia due to mutations impacting ankyrin, band 3, protein 4.2, and alpha (α) or beta (β) spectrin. HS is genetically and phenotypically heterogenous, with severity ranging from mild or asymptomatic to transfusion-dependent anemia. Most cases of HS are autosomal dominant. Autosomal recessive HS usually results from homozygous or compound heterozygous variants in α-spectrin gene (SPTA1), which markedly reduce the level of α-spectrin protein. In normal individuals, α-spectrin is overproduced by roughly fourfold. αLELY, a common polymorphism in α-spectrin gene, reduces the amount of spectrin to approximately 50%. It was previously considered clinically insignificant when combined with HS-related spectrin mutations. However, Bianchi et al recently reported five patients with lifelong hemolysis and mild anemia with this combination.  Herein, we present four cases of null alpha spectrin mutations with αLELY leading to mild hemolytic anemia. Methods We retrospectively reviewed data from our hereditary hemolytic anemia cascade panel performed at University of Utah health/ARUP laboratories from 2021 to 2025 and identified four cases of mild hereditary hemolytic anemia with αLELY and a null alpha spectrin mutation. All cases had peripheral smear evaluation, osmotic fragility, EMA band 3 testing, and targeted NGS performed. Results Median age of patients was 40 years old (range 35-80+), all were female. All presented with at least mild anemia (Median hgb 11.6 g/dL; range 8.1-13.1). EMA testing was normal in all cases. Osmotic fragility was slightly to moderately increased in all cases. Peripheral smear findings in all cases showed at least mildly increased spherocytes, with certain cases showing other abnormal erythrocyte forms. Null SPTA1 and αLELY mutations were seen in all cases (Table 1). Conclusions Our case series reinforces the hypothesis that null SPTA1 alleles in compound heterozygosity with low-expression polymorphisms may result in spectrin deficiency not detectable by EMA binding test but causes lifelong mild hemolytic anemia. It is possible that the frequency of these cases may be underrecognized due to the diagnostic overlap with normal individuals. These findings underscore the need for molecular analysis in the workup of all  potential cases of hereditary hemolytic anemia.

P215
Validation Of Assay For Glucose-6-Phosphate Dehydrogenase Concentration Using An Automated Haemostasis Analyser
Karen Thompson1,2, Jude Platton1,2, George Tarpley1,2, Sophia Katiri1,2, Andrea Alkins3, Juswal Dadhra1,2
1Red Cell Laboratory, Royal London Hospital, London, United Kingdom, 2National Health Service East and South East London Pathology Partnership, London, United Kingdom, 3Sysmex UK, Milton Keynes, United Kingdom

Introduction Glucose-6-phosphate dehydrogenase (G6PD) deficiency is a red-cell enzyme deficiency that shows sex-linked inheritance; it is associated with haemolysis and neonatal jaundice. G6PD catalyses the conversion of glucose-6-phosphate to 6-phosphogluconate, where nicotinamide-adenine-dinucleotide-phosphate (NADP) is reduced to NADPH. The rate of formation of NADPH measured at 340 nm is proportional to G6PD. We describe validation of a G6PD assay on Sysmex CN-6500 haemostasis analysers (CN-6500). Methods Pointe G6PD Reagent Set (Pointe) and quality control (QC) materials (Horiba Scientific) and residual patient samples were assayed on the CN-6500. Reagents R1 and R2 are combined 1:2 to create working reagent, and placed on the CN-6500. 25 µL of patient sample or QC is pre-lysed at room temperature for five minutes using 975 µL of Lyse Reagent. The CN-6500 adds 200 µL working reagent to 26 µL haemolysate; dOD is measured for five minutes at 340nm at 37°C. For comparison, quantitative assays were performed on a Lambda 365 spectrophometer, using the manual method as described by the manufacturer. Results The limit of the blank on the CN-6500 was 0.0001 dOD (coefficient of variation (CV) 29%), with limit of detection and quantitation 0.0002 and 0.0004 dOD respectively. The assays is linear between 0.3 and 10.9 IU gHb-1 (r2=0.9841). CV was 9.5% (deficient QC) and 7.3% (normal QC). Measurement Uncertainty for low, intermediate, and normal QC was 0.17, 0.42, and 0.68 IU gHb-1 respectively. Manual quantitative assays results agree with CN-6500 results (r2=0.8194): median difference between methods was 0.4 IU gHb-1. There was no carryover into FXIII chromogenic assays at 340 nm, FVIII chromogenic assays at 405nm, or clotting assays. Conclusions Pointe can be used on a variety of automated platforms, for which Application Notes have been produced. These typically use very small volumes of haemolysate and working reagent, which was not possible on the CN-6500, where the minimum sample volume is 20 µL. By combining R1 and R2 reagents into a working reagent, and by decreasing the concentration of the initial haemolysate to compensate for a larger sample volume than in the manual assay, good comparison was observed between all assays. There was a positive bias at normal G6PD concentrations (>8 IU gHb-1), which does not affect the clinical interpretation of the result. Overall, our analysis shows that using the Pointe G6PD Reagent Set on the Sysmex CN-6500 analyser is an acceptable method for quantitative measurement of G6PD.

P216
Reticulocyte Volume (Mrv) Reported By Mindray Bc8600 + In The Study Of Iron Deficient Erythropoiesis
Eloisa Urrechaga, Eugenia Axpe, Andrea Nieto, Julen Madrazo
Hospital Universitario Galdakao Usansolo, Galdakao, Spain

Background: The Mindray BC 8600+ counter reports MRV, we  study its values in anemia of different etiologies and its reliability  for the detection of iron deficient erythropoiesis.  Methods: 416 samples  were analyzed. The scope of the pathology included a variety of diseases representative of the daily workload: 90 healthy subjects, 280 anemia (102 microcytic, 121 normocytic,  57 macrocytic) . Kolmogorov-Smirnoff  was used  to verify normal  distribution of data. Differences among groups were assessed ANOVA, considering P <0.05 to be significant, post hoc comparisons  of groups with Scheffé method.  Pearson correlation was applied to compare erythrocyte indices and MRV. Receiver operating characteristic analysis was used to assess  the diagnostic performance of MRV   for detecting iron deficient erythropoiesis, gold standard  sTfR  >2.2 mg/L. Results: Gaussian distribution was proven. Whole MRV range  51.8-151.3 fL Mean and range in healthy subjects 107.8 fL, 94.6-121.2 fL Microcytic anemia  mean 78.5 fL standard deviation (SD) 13.5 fL Normocytic anemia Mean 105.1 fL, SD  16.9 fL Macrocytic anemia Mean 122.5 fL, SD  18.6 fL In the microcytic group, the values in patients with IDA (MRV mean 78.8 fL, SD 14.3 fL) and thalassemia carries (MRV mean 76.6 fL, SD 10.2 fL) were not significantly different P=0.0756. So patients with restricted erythropoiesis, due to lack of iron  or globin, had similar low values. Values over the reference range in the macrocytic group is not related to iron status, reflects the megaloblastosis. Correlation MCH/MRV R2=0.86,  (95%CI 0.8469-0.9067).  Using a cut off  MRV 94.6 fL, iron deficient erythropoiesis  could be diagnosed sensitivity 81.5 %, specificity 95.6 %.  Area under the curve was 0.922 (95% CI 0.888–0.943). Conclusions: MRV provides a sensitive method for  identifying iron deficient erythropoiesis, MRV may allow the complete scope of disorders of iron metabolism to be identified quickly and managed.

P217
Comparison Of Esr Measurement Results Obtained Using The Modified Westergren Method And An Alternative Method Integrated Into A Hematology Analyzer
Malkov Vladimir, Kolupaev Vsevolod
Scientific and Practical Center for Laboratory Research of the Moscow City Health Department, Moscow, , Russia

Introduction: In the context of high analytical workloads, modern laboratories require optimized workflows. Integrating erythrocyte sedimentation rate (ESR) measurement into a hematology analyzer alongside a complete blood count (CBC) presents a promising strategy for improving efficiency, standardization, and turnaround time. Mindray has developed an easy ESR, integrated into its hematology analyzer. The objective of this study was to evaluate the analytical agreement between the Ves-Matic Cube 200 (modified Westergren method) and the Mindray BC-6800 Plus (integrated method) for ESR measurement, ensuring result consistency during a technology transition.
Methods: A method comparison study was performed using 414 clinical samples with ESR values distributed across the entire analytical range. Agreement was assessed using Passing-Bablok regression and Bland-Altman plot analysis. Precision was evaluated based on 20 internal quality control (IQC) runs for each system.
Results: A high correlation was observed between the methods (r = 0.93), with a Passing-Bablok regression equation of y = 3.387 + 0.695x. The alternative method on the BC-6800 Plus demonstrated superior precision, with a coefficient of variation (CV) of 0.78–2.18%, compared to 5.26–5.76% for the modified Westergren method. Bland-Altman analysis revealed a consistent relative bias of 5.55%, with 94.5% of data points within the limits of agreement, indicating good clinical comparability. Systematic differences between the methods were statistically insignificant (p > 0.05).
Conclusions: The integrated ESR module of the Mindray BC-6800 Plus analyzer provides accurate results with excellent reproducibility, ensuring consistency when transitioning from a standalone Westergren-based system. This integration offers significant advantages for high-volume laboratories: it improves efficiency by enabling simultaneous CBC and ESR testing from a single tube, enhances standardization, reduces operational costs, and significantly shortens the time to result. The solution represents a fast, reliable, and workflow-optimized method for ESR determination.

P218
Superior Performance Of A Novel Thalassemia Screening Model Over Traditional Indices Using Automated Hematology Analyzers
Ping Yin, Jialin Tan, Honghai Hong
Department of Clinical Laboratory, Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China

Introduction: Differentiating thalassemia carriers from individuals with other anemias — particularly microcytic types like iron deficiency — is a critical yet challenging task in laboratory hematology. Conventional screening indices, such as MCV, MCH, and the Mentzer index, are limited by suboptimal sensitivity and specificity. This study aimed to develop and validate an advanced analytical model using automated hematology analyzer data to overcome these limitations and provide a more accurate tool for thalassemia screening.   Methods: A retrospective cohort of 968 participants was categorized into three groups: 1) Thalassemia Group (n=442): Genetically confirmed, including α-thalassemia trait (n=160), α-thalassemia intermedia (n=7), β-thalassemia (n=103), and unspecified genotypes (n=172). 2) Non-thalassemia Anemia Group (n=378): Included iron deficiency anemia (n=13), anemia of chronic disease (n=324), and hemolytic anemia (n=41). 3) Healthy Controls (n=148). Complete blood count and extended research-use parameters from a DH-800CS automated hematology analyzer (Dymind Biotechnology) were used. An advanced classification algorithm was developed and validated using a 70%/30% stratified split and five-fold cross-validation. SHapley Additive exPlanations (SHAP) analysis was employed to interpret the predictive model.   Results: Seven machine-learning classifiers — including Logistic Regression (LR), Decision Tree (DT), Random Forest (RF), Gradient Boosting (GB), eXtreme Gradient Boosting (XGBoost), Support Vector Machine (SVM), and Multi-Layer Perceptron (MLP) — were trained on a set of 12 selected variables. The best-performing model (Gradient Boosting) demonstrated high accuracy on an independent test set (AUC: 0.955, Sensitivity: 97.7%, Specificity: 88.6%). Its performance markedly exceeded that of the Mentzer index (Sensitivity: 42.7%, Specificity: 73.1%) and the conventional MCV/MCH rule (Sensitivity: 73.8%, Specificity: 37.6%). SHAP analysis identified the most influential predictive features as mean corpuscular volume (MCV), mean corpuscular hemoglobin (MCH), microcyte percentage (Micro%), and red blood cell count (RBC).   Conclusions: This high-performance screening model provides a substantial advancement for the clinical laboratory, enabling significantly more accurate identification of thalassemia carriers and their differentiation from other anemias directly from routine CBC data. Its implementation can streamline the analytical workflow, enhance the specificity of screening reports, and improve overall efficiency in the hematology laboratory.

P219
Hypo-He And Micror As Early Indicators Of Iron Deficiency In First-Trimester Pregnant Women: Beyond Ferritin And Transferrin Saturation
Razan Hayati Zulkeflee1, Rosline Hassan1, Zefarina Zulkafli1, Shafini Mohamed Yusoff1, Wan Nor Fazila Hafizan Wan Nik2, Nur Hidayah Mohd Fauzi3, Anees Abdul Hamid4, Munira Mahmud4, Siti Nur Iman Sofiah Zulkifli5
1Department of Hematology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian , Kelantan, Malaysia, 2Department of Chemical Pathology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian , Kelantan, Malaysia, 3Department of Obstetrics & Gynaecology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian, Kelantan, Malaysia, 4Primary Care Unit, Kelantan State Health Department, Tingkat 5, Wisma Persekutuan, Jalan Bayam, 15590 Kota Bharu, Kelantan, Malaysia, 5Faculty of Biosciences and Medical Engineering, Universiti Teknologi Malaysia, Skudai, Johor Bharu, Malaysia

Introduction: Early recognition of iron deficiency enables timely management before anaemia develops. Conventional biochemical markers such as serum ferritin, serum iron, and transferrin saturation (TSAT) remain standard tools but are limited by low sensitivity and longer turnaround times. Extended RBC parameters, including MicroR, HypoHe, Delta He, and Ret-He, may provide rapid and potentially superior diagnostic insights. This study assessed the diagnostic performance of these parameters compared with conventional biochemical markers across progressive stages of iron deficiency. Methods: A prospective case–control study was conducted at selected primary health clinics on the East Coast of Malaysia between February and July 2025. A total of 178 participants were classified into four groups: Normal (n=71), Pre-Latent Iron Deficiency (Pre-LID, n=47), Latent Iron Deficiency (LID, n=45), and Iron Deficiency Anaemia (IDA, n=15). Haematological indices (Hb, MCV, Ret, MicroR, HypoHe, Delta-He, Ret-He, RPI, IRF) were measured using the Sysmex XN-1500, while biochemical markers (serum iron, ferritin, and TSAT) were analysed using standard laboratory methods. Correlations between haematological and biochemical parameters were assessed using Pearson’s correlation. Diagnostic performance was evaluated using ROC analysis, and optimal cut-off values were identified using Youden’s Index.Results: HypoHe and MicroR showed the best diagnostic accuracy. In detecting LID, HypoHe ≤ 30% and MicroR ≥ 3.4% yielded AUCs of 0.774 and 0.775, respectively. Both improved further in IDA. Delta He showed moderate accuracy, while Hb, MCV, and Ret-He performed poorly in detecting Pre-LID and LID. Conclusions: HypoHe and MicroR, demonstrated superior diagnostic accuracy to traditional iron studies, particularly for detecting latent and pre-latent iron deficiency where haemoglobin levels remain normal.

P220
Benchmarking Large Language Models Against Interpretive External Quality Assessment In Haematological Oncology
Ashley Cartwright, Samuel Nti, Stuart Scott
UK NEQAS for Leucocyte Immunophenotyping, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom

Introduction: Haematological malignancies account for 6.6% of all cancer diagnoses and 7.2% of cancer-related deaths. Diagnosis requires a multidisciplinary approach involving evaluation of results from multiple pathology disciplines and provision of a conclusion based on World Health Organisation (WHO) Classification of Tumours of Haematopoietic and Lymphoid Tissues framework(s). However, misdiagnosis rates range from 17-33%, highlighting challenges in review of clinical information for accurate diagnosis. Use of large language models (LLMs) in healthcare is rapidly evolving. A recent study showed that LLMs can outperform clinicians in clinical reasoning and differential diagnosis identification, outlining the potential for LLMs to be utilised in an augmented capacity to improve misdiagnosis. This study evaluated the ability of LLMs to provide accurate diagnostic conclusions from interpretive external quality assessment (iEQA) cases. Methods: Thirty iEQA cases from the UK NEQAS for Leucocyte Immunophenotyping Leukaemia Diagnostic Interpretation programme (June 2021-April 2025) were included in benchmarking. Cases were assigned complexity based on agreement amongst participating laboratories (>90%, low; 60-90% medium; <60% high). Fifteen LLMs from five developers (OpenAI, Anthropic, Google, Perplexity and xAI) were tested, in a zero-shot setting. Models were provided with standardised instruction prompts, requiring review of multidisciplinary results, provision of a WHO Revised 4th Edition (WHO-HAEM4R) diagnostic conclusion and the International Classification of Diseases for Oncology (ICD-O) code. LLMs were evaluated on four criteria: correct disease entity (broad disease category); WHO-HAEM4R diagnostic conclusion (semantically correct, fully specified disease); ICD-O coding and internal consistency (WHO-HAEM4R and ICD-O concordance). Accuracy was assessed by criterion and case complexity, with overall accuracy also determined. Results: Across all cases, LLM evaluations and criteria, accuracy was 77.0%. When considering individual criteria, accuracy was 88.7% for disease entity recognition (range 83.3-96.7%); 80.2% for WHO-HAEM4R conclusion (74.2-92.5%); 65.3% for ICD-O coding (46.7-86.7%) and 73.8% for internal consistency (50.0-96.7%). When evaluating accuracy by case complexity, accuracy decreased with increasing complexity; however, the highest performing models were consistent across complexity tiers. For low complexity cases (n=21), accuracy was 84.0% (range 71.1-94.3%); medium complexity case (n=5) accuracy was 66.4% (38.8-88.8%). High complexity case (n=4) accuracy was 53.6% (31.3-81.3%). Conclusions: LLMs achieved an overall diagnostic accuracy of 77.0% when evaluating iEQA cases, highlighting the innate abilities of non-specialist, general access LLMs in diagnostic haematological oncology; however, accuracy decreased with increasingly complex cases.  The design of iEQA schemes needs to evolve to address the potential diagnostic use of LLMs, safeguarding the clinical benefit, utility and integrity of EQA.

P221
An Italian Project Aimed At Harmonizing Hematology Reporting: Navigating Through Innovation, Demands And Requirements Of A Changing World
Anna Maria Cenci, Marco Moretti, Sofia Chiatamone Ranieri, Barbara Casolari, Fabrizio Papa, Elisa Piva, Maria Lorubbio
On behalf of Italian Society of Pathology and Laboratory Medicine Hematology Working Group (SIPMeL GdS-E), Castelfranco Veneto (TV), Italy

Introduction. SIPMeL-GdS-E promoted an update of the widespread 2002 SIMeL Guidelines for the Peripheral CBC Report, providing recommendations (RECs) based on new scientific findings, technological developments, current healthcare scenario, perceived needs and requests of innovation in a changed laboratory world, standardization of language and behavior. Methods. In December 2024, GdS-E-Coordination-Group (80 members) introduced the promoted methodology, with a “core-work” assigning RECs for CBC and differential parameters through intermediate sharing steps by all GdS-E consensus, with an assessment of the evidence strength and quality from available literature (GRADE approach). As specific high impact documents on these topics are often unavailable, (i.e. for lack of meta-analyses), several works were identified as basic sources considered reliable and characterized by a consolidated practical use among national and international consensus documents. As for taxonomic language, the main current classifications from literature were followed. Results. After the description of the “rationale” and methodological aspects, RECs concern numerical data, measure units, data frames (reference ranges, decision limits, critical values), detection of morphological counts or anomalies and morphological revision, interpretive reports, management of non-standardized/technology-dependent parameters. 2002 Guidelines RECs were "confirmed" or "modified" based on new evidence. In case of divergent levels of evidence, "challenges" were carried out for definitive “GdS-E consensus”. The main challenges concerned instrumental indices use/reporting; SI units diffusion; reference ranges for age, gender, ethnicity, specific conditions (pregnancy). Interpretive reports were carefully studied as for language, content, presentation, timing, patient types, diagnostic suspect supplying, follow-up suggestions,  In October 2025, representative RECs were brought forward at the SIPMeL National Congress; final release of the revised document is expected in the first half of 2026, following approval by GdS-E survey. To disseminate and debate the work all over the country, three courses are scheduled, starting in February 2026. Conclusions. Key points to be highlighted: The chosen approach has fostered a meaningful "consensus process," hopefully useful in the dissemination, feedback and evaluation phases, the main goals of GdS-E and SIPMeL. RECs represent a useful tool for the standardization in daily laboratory practice, enhancing the efficiency of clinical/analytical reporting and providing the user with clear, reliable and consistent data. An innovative perspective consists in RECs developed by laboratorians, aware of  the technical value of the produced data, their use in clinical practice, their check by a solid evidence system, in collaborative connection with healthcare professionals. From here, increasingly clear and precise words and numbers can result in the report. 

P222
Verification Of Results Comparison Between Several Hematology Analyzers, Through The Ep31-A-Ir Clsi Guideline
Xavier Tejedor Ganduxé1, Fernando Marques Garcia2, Cristina Martínez Bravo1, Jennifer Rodríguez Domínguez1, Alba Leis Sestayo1, Isabel Aparicio Calvente1, Alicia Martinez Iribarren1
1Laboratory Medicine Department. Germans Trias i Pujol Hospital, Badalona, , Spain, 2Laboratory Medicine Department. Donostia Universitity Hospital, Donostia, , Spain

Introduction: Results from laboratories using multiple instruments may present at multiple locations within a health care system. For this reason, it is necessary that the comparability of test results produced by different measurement systems must be verified periodically. Objectives: To evaluate the applicability of a comparability methodology based on the EP31-A-IR guideline published by the Clinical and Laboratory Standards Institute (CLSI) to ensure regular comparability of patient results on various hematology analyzers. Methods: Comparability of nine hematology analyzers (Beckman CoulterDXH-900) was evaluated for seventeen hematological parametersincluding complete blood count variables, leukocyte differentials, monocyte distribution width (MDW), and reticulocytes. Following the EP31-A-IR framework, approximate target concentrations were estimated from internal quality control data to guide the selection of native patient samples. Acceptance criteria were established specifically for each concentration level and quality specification was selected, considering the analytical performance of the available technology. The maximum allowable difference (MAD) was then calculated for the comparability test and also the number of runs and replicates that would be executed. Finally, after performing the comparison, maximum differences between analysers were calculated. Results were considered comparable when the maximum difference was less than or equal to the MAD. Results: For all seventeen parameters evaluated, including reticulocytes assessed on a subset of analyzers reflecting routine workflow, the maximum observed differences between instruments were within the predefined acceptance limits at all concentration levels. Conclusions:  In our setting, the applicability of the EP31-A-IR protocol was successfully evaluated across nine hematology analyzers, under conditions close to the maximum of ten instruments defined by the guideline. This experience demonstrates that the EP31-A-IR framework can be effectively implemented to provide objective and reliable verification of patient result comparability within a health care system, thereby supporting consistent interpretation of patient results over time and accreditation requirements. 

P223
A Retrospective Evaluation Of A Web-Based Myelodysplastic Syndrome Predictive Calculator In A Tertiary Hospital In Singapore
Frederick M. Ilagan, Kieren Lenin Cheng, Vishnu Prasad
Khoo Teck Puat Hospital, Singapore, Singapore

Introduction Myelodysplastic syndrome is a heterogenous group of haematopoietic disorders frequently encountered in tertiary haematology practice. Definitive diagnosis requires BMA, an invasive procedure that may be unnecessary in a proportion of patients with low clinical suspicion. Laboratory-based predictive algorithms have been developed to support early risk stratifications using routine haematology and chemistry parameters. This study evaluates the performance of a web-based MDS predictive calculator in assisting the exclusion or identification of MDS cases, using bone marrow findings as the diagnostic reference standard in Khoo Teck Puat Hospital in Singapore. Methods A retrospective review of bone marrow cases performed between January 2024 and December 2025 was conducted. A total of 88 unique patient cases were included. Demographic data (age and sex) and laboratory parameters were collected, including haemoglobin concentration, WBC, MCV, absolute neutrophil count, monocyte count, serum creatinine, and glucose levels. Final bone marrow diagnoses were categorized as MDS or non-MDS. Each patient’s laboratory data was entered into the University of York web-based MDS predictive modelling calculator, generating outcomes categorized as probable MDS, indeterminate, or probably not MDS. Results were compared with final marrow diagnoses. Results Of the 88 cases analysed, 20 (22.7%) were confirmed as MDS and 68 (77.3%) as non-MDS on bone marrow examination. Among confirmed MDS cases, the predictive algorithm classified 9 cases as probable MDS, corresponding to sensitivity of 45.0%. Six MDS cases (30.0%) were classified as probably not MDS, representing false-negative results, while 5 cases (25.0%) were categorised as indeterminate. When indeterminate outcomes were considered non-concordant, the overall false-negative rate was 55.0% (11/20). In the non-MDS cohort, 49 cases were correctly classified as probably not MDS, yielding a specificity of 72.1 %. Five non-MDS cases (7.4%) were classified as probable MDS and represented false-positive results, while 14 cases (20.6%) were categorized as indeterminate. Overall, concordance was higher for exclusion of MDS than confirmation. Conclusions The laboratory-based MDS predictive algorithm demonstrated utility as a supportive screening tool, particularly in ruling out MDS in patients with low-risk laboratory profiles. While sensitivity for confirmed MDS was moderate, the tool showed good discriminatory performance in non-MDS cases, potentially aiding clinical decision-making and prioritization for bone marrow examination. Indeterminate outcomes highlight the limitations of laboratory parameters alone and reinforce the necessity of bone marrow evaluation in equivocal cases. Integration of such predictive tools into laboratory practice may support risk stratification and resource optimisation but should complement, not replace, comprehensive haematological assessment.

P224
Impact Of Moderated Calibration Factor Application On Quality Control Behavior In A High-Throughput Hematology Analyzer
Hyun Lee1,2, Yoonhwan Chang1
1Seoul National University Hospital, Seoul, , South Korea, 2Dankook University College of Health Sciences, Chungnam, , South Korea

Introduction: Calibration is essential for maintaining analytical accuracy in automated hematology analyzers. However, abrupt application of newly derived calibration factors may induce transient analytical shifts and destabilize quality control (QC) performance. In routine laboratory practice, moderated or partial application of calibration factor adjustments is sometimes adopted to buffer sudden analytical changes, although its impact on QC behavior has not been systematically evaluated. This study aimed to assess the effect of calibration factor scaling on relative analytical changes and analyte-specific QC behavior in automated hematology testing. Methods: This retrospective study analyzed calibration factor and QC data generated from a high-throughput hematology analyzer (Sysmex XN-9100) between January 2022 and July 2025, during which calibration was performed semiannually. Calibration-induced changes were evaluated under the routine scaled application and a counterfactually modeled full-application condition. Factor-based absolute shifts were quantified, and QC instability was assessed using Westgard multirule criteria (1-3s, 2-2s, and R-4s) with standardization based on post-calibration target means and standard deviations. Results: A total of 288 analyte-specific calibration events were included. Routine scaled application reduced factor-based absolute calibration-induced shift compared with the modeled full-application condition (0.69% ± 0.99% vs 1.41% ± 1.34%). In the baseline-referenced run-level analysis, multirule violation rates were 20.61% under routine scaled application and 29.31% under the modeled full-application condition. In the primary paired comparison, routine scaled application showed a lower run-level multirule violation rate, corresponding to an absolute reduction of 8.70 percentage points and a relative reduction of 29.68% (P <0.001, McNemar’s test). Conclusions: Moderated application of calibration factors functioned as an effective buffering strategy that mitigated abrupt analytical shifts while preserving QC stability in this high-throughput hematology setting.

P225
Improving Peripheral Blood Slide Review With Cellavision Digital Hematology Microscopy
Zahra Madani, Gabe Fellows, Lauren Namovic, Jan DiGiacinto, Tina Ishii, Jiehao Zhou
Mayo Clinic Arizona, Phoenix, AZ, United States

Introduction: Peripheral blood (PB) slide review plays a critical role in hematologic diagnostics, allowing the identification of abnormal cells that guide clinical decisions, particularly in the diagnosis of hematologic malignancies. The accuracy and timeliness of these results are crucial, as they directly influence patient management and treatment strategies. Our laboratory recently introduced the CellaVision (CV) digital hematology system, an automated digital workflow designed to support PB morphological evaluation. Digital microscopy consistently provides standard high-resolution images that reduce variability compared to traditional manual light microscopy, leading to improved diagnostic accuracy, reproducibility, and enhanced standardization across reviewers. Methods: Our study specifically aimed to evaluate the correlation of manual light microscopic review with the CV digital slide review across a variety of hematologic cases, including normal and abnormal peripheral blood samples.  Workflow analysis, validation data, and staff survey (20 technologists and 5 pathologists) were utilized to evaluate the impact of digital slide review.  The turnaround time (TAT) data from the first quarter of 2024 were reviewed and compared to the fourth quarter of 2024, before and after implementing CV. Data from slides sent for pathologist review were retroactively reviewed to assess improved standardization. Results: Statistical analysis showed that CellaVision reduced the median slide review turnaround time by 29% by eliminating redundant manual steps and enhancing workflow efficiency. The survey results indicated that technologists experienced improved standardization in routine slide reviews and faster TATs. Pathologists reported greater efficiency in PB case reviews and a reduced need for travel to the hospital during off-hours. Validation data demonstrated an agreement rate of 90-100% between manual light microscopy and CV identifying various types of white blood cells (WBC), including mature granulocytes, immature granulocytes, plasma cells, and lymphocytes.  In the majority of cases for pathologist review, the WBC differential and morphology interpretation generated from CV were approved by the hematopathology pathologists. Conclusions: The integration of the CV digital hematology system into our laboratory’s diagnostic workflow has proven to be an effective tool in enhancing both operational efficiency and diagnostic reliability. This study supports the adoption of digital hematology systems as a solution for modernizing hematopathology practices and improving patient care outcomes.

P226
Evaluation Of Criteria Used To Define Allowable Intervals In External Quality Assessment Programs For Hematology Measurands
Yutaka Nagai1,2, Tomohiro Takeda2, Sayaka Mori3, Kazuto Tsuruda3, Hiromitsu Matsushita1
1Keio University School of Medicine, Tokyo, Japan, 2Kansai University of Health Sciences, Osaka, Japan, 3Nagasaki University Hospital, Nagasaki, Japan

Introduction:
The Japanese Society for Laboratory Hematology (JSLH) has promoted the standardization of automated blood cell analysis. As part of this initiative, external quality surveys using fresh blood and manufacturers’ standard analyzers compare with reference values have been conducted regularly (JSLH survey). In line with international practice, allowable ranges have been defined using bias criteria from the European Federation of Clinical Chemistry and Laboratory Medicine Biological Variation Database (EFLM-BV), with medians set by the highest calibration hierarchy, i.e., the international harmonization protocol (IHP) or IHP-compliant measurement procedure (IHP-compliant MP). With the dissemination of ISO 17511:2020, manufacturers are now required to present maximum allowable expanded measurement uncertainty (MAU) and its rationale. Consequently, MAU has been incorporated into the analytical performance specifications (APS) derived from EFLM‑BV, in addition to Bias and total allowable error (TEa). We examined the setting of allowable intervals (AI) based on these APS.

Methods:
Data were obtained from the 2024 JSLH survey in this study. The selected measurands were red blood cell count (RBC), hemoglobin concentration (Hgb), hematocrit (Hct), mean corpuscular volume (MCV), mean corpuscular hemoglobin (MCH), mean corpuscular hemoglobin concentration (MCHC), and white blood cell differential (WBC-Diff: %lymphocytes, %monocytes, %neutrophils, %eosinophils and %basophils). In IHPs, Hct was defined as packed cell volume (PCV), hemoglobin concentration was measured by the cyanmethemoglobin method, IHP‑compliant MP are used for WBC-Diff, and RBC was based on the mean value obtained from the standard analyzers verified calibration in six manufacturers' reference laboratory. The APS was calculated using biological within- and between-subject variation (CVI/CVG) to derive MAU, Bias, and TEa. Formulas applied were: MAU <2×0.5×CVI; Bias<0.25 × (CVI2 + CVG2)1/2, TEa<1.65×(0.5×CVI) + 0.25×(CVI2 + CVG2)1/2).

Results:
For RBC‑related measurands with small CVG, high agreement was observed for Hgb and Hct, whereas substantial differences were noted for MCV, MCH, and MCHC due to differences in measurement principles. In contrast, for measurands with large CVG, applying TEa or bias resulted in excessively wide allowable intervals (AI), indicating that MAU‑based AI was more appropriate. The largest discrepancy between bias and MAU was observed for neutrophil percentage, with bias/MAU ratios ranging 61.8–64.1 (52.9–73.0/60.7–65.4), 48.5–51.5 (42.0–58.0/48.2–51.9), and 35.0–39.5 (29.3–40.4/33.5–36.2).

Conclusions:
Regarding the setting of AIs based on APS, Bias and TEa are suitable for integrated evaluation of multiple specimens by single measurement, whereas MAU is more appropriate for assessing analytical performance in detecting intra-individual variation.

P227
Leveraging Process Mining To Compare Platelet Usage Practices And Wastage Within A Health Care Network
Andreea/M Palage1, Calvino Cheng2, Neal Callaghan3, Jason Quinn2, Natalie Chisholm2, Robert Liwski2
1Faculty of Medicine, Dalhousie University, Halifax, NS, Canada, 2Department of Pathology and Laboratory Medicine, Division of Hematopathology, Halifax, NS, Canada, 3Department of Medicine, Division of Internal Medicine, Halifax, NS, Canada

Introduction Platelet products are critical resources in transfusion medicine that must be used as efficiently as possible. Previous work has utilized the process mining tool Disco to uncover actionable processes for the optimization of the disposition of red blood cell products, but not for platelets. Given their escalating cost, short shelf life, and clinical consequences associated with suboptimal utilization, this study aimed to leverage process mining to compare platelet usage and wastage within a Canadian healthcare system. Methods Process mining encompasses a suite of analytical methods used to visualize and evaluate processes through their operational pathways. In this study, the process-mining platform Disco was employed to characterize the movement of platelet products across the healthcare network. Laboratory data from 2022 to 2025 was extracted and analyzed using Disco and Microsoft Excel. Within Disco, predominant product pathways were identified, and transfer times were quantified. Excel pivot tables were used to determine transfusion rates, discard rates, and the residual shelf life of platelet units at the time of receipt. Analyses were stratified by platelet type, with non–psoralen-treated units from 2022–2023 and psoralen-treated units from 2024–2025 evaluated independently and compared. Results Products in 2022-2023 had rates of transfusion between 93.3% and 96.6% while products in 2024-2025 had rates between 96-97%. Rates of disposal for psoralen-treated platelets in 2024-2025 were half of those for non-psoralen products (3.4-3.8% compared to 5.4-6.9%). Rates of disposal were higher for HLA matched platelet products in both time frames. For ABO grouping, rates of disposal were highest for AB negative and B negative products in both time frames. Median duration between hospital transfers was 8.3 hours in 2022-2023 and 8.5 hours in 2024-2025 while the maximum time between transfers was 3.4 and 4.6 days respectively. Average lifetime days remaining after institutional product receipt was lower for non-psoralen treated platelets (1.7 - 3.7 days) compared to non-psoralen treated platelets (3.5-5 days). Conclusions Platelet products in 2024-2025 were handled by the same unchanged methods in the healthcare network but had overall lower rates of disposal. This can be attributed to the increased lifespan of the psoralen-treated platelets on arrival. Additionally, this study is the first to examine and compare transfer times, a crucial step given the products’ short shelf-life. We demonstrate the utility of process mining as a tool to interrogate data sets over years and confirm effective internal standard operating procedures for product management.

P228
Applying Indirect Approaches To Define Hematology And Cell Population Data Reference Intervals In A Spanish Population
Alvaro Piedra-Aguilera, Alba Leis-Sestayo, Jennifer Rodriguez-Dominguez, Isabel Aparicio-Calvente, Cristian Morales-Indiano, Alicia Martinez-Iribarren
Laboratory Medicine Department. Germans Trias i Pujol University Hospital, Badalona, Spain

INTRODUCTION:  Accurate estimation of reference intervals (RI) is essential for clinical decision-making. However, hematological RI currently used in most laboratories are derived from published literature and may not be representative of the corresponding population. Therefore, current guidelines recommend that laboratories establish their own RI. To this end, indirect methods based on routinely generated laboratory data represent a suitable alternative to classical approaches.  Our aim was to establish more accurate RI for Cell Blood Count and Differential (CBC-DIFF) parameters in our population, using indirect methods. Additionally, we established RI for other white blood cell parameters, known as Cell Population Data (CPD), which are currently considered research-use only but may be highly useful for disease screening.  METHODS:  CBC-DIFF results, as well as CPD, were collected from over 300,000 and 150,000 adult primary care patients, respectively, over 2024. Samples were analysed in Beckman Coulter DxH900. Repeated measurements from the same patient were excluded. RI were estimated using  refineR algorithm, an indirect method that applies Box-Cox transformation, separates non-pathological from pathological distributions and identifies the model that best fits the non-pathological data.  Harris and Boyd method was used to determine whether partitioning the population by sex and/or age was necessary. The newly generated and classical bibliographic RI were compared, and all of them were verified following CLSI EP28-A guidelines.  RESULTS:  We identified significant age-related differences for red blood cell count (RBC), hemoglobin and hematocrit, which were not previously considered. Additionally, sex-related differences were observed in monocytes and platelets, which are not accounted for in classical RI. The newly established intervals for CBC-DIFF and CPD were successfully validated according to CLSI guidelines. In contrast, the classical interval for  RBC in women aged 18–79 and men aged ≥80 did not pass validation. For SD-V-MO, from which Monocyte Distribution Width (MDW) is derived, the reference interval was 16.46–22.03, in agreement with the published cutoff value of 21.5 proposed for ruling out sepsis (see Fig.1). The 95% confidence intervals for the upper and lower limits of most RI did not exceed 25% of the total interval, indicating a reliable estimation.  CONCLUSIONS:  Our results for CBC-DIFF provide more accurate RI for our population, with previously unrecognized sex and age-related differences identified. RI derived from CPD offer new information on parameters that have previously shown utility in the diagnosis of hematological and non-hematological diseases. These new RI may encourage laboratories and manufacturers to implement their use in routine laboratory practice. 

P229
The Artificial Intelligence Challenge: Assessing Diagnostic Quality Of Large Language Models
Christian Pohlkamp, Christopher Maier, Benjamin Braun, Sven Maschek, Torsten Haferlach, Vivian Würf
MLL Munich Leukemia Laboratory, Munich, Germany

Introduction: Evaluating Artificial Intelligence (AI)-generated diagnostic reports across thousands of cases is challenging. Human review is relevant to ensure clinical validity of Large Language Models (LLMs) in diagnostics, but enormously time-consuming at large scale. We implemented a separate judge LLM as an additional evaluation framework. It assesses the performance of diagnostic LLMs generating reports for cytomorphology in bone marrow and peripheral blood. Methods: We established Claude Sonnet 4 as a separate judge LLM to evaluate LLM-generated diagnostic reports (using Llama 3.1) against corresponding human expert reports from our repository. The judgment process incorporated 24 specific criteria categorized into critical errors (factual inaccuracy, hallucinations), major errors (clinically significant findings omissions), and minor errors (less critical morphological detail omissions). The evaluation considered patient laboratory values, short diagnoses and tabular cytomorphological raw data as well as the AI-generated or human diagnostic reports based on these parameters. The judge LLM provided step-by-step reasoning with error counts by category, detailed explanations with criterion references and traceable paths to source data. It calculated scores starting with a baseline of 10, subtracting 5/3/1 point(s) for each critical/major/minor error to a bottom line of zero. This process was systematically applied to a balanced test dataset of 250 cases containing the 20 most common hematological diagnoses. For each case, reports of two diagnostic LLM versions were assessed in parallel and compared with the corresponding human experts’ reports as a benchmark. The judge model's assessments were validated by human reviewers across 50 out of the 250 test cases (corresponding to 2x50 AI-generated and 1x50 human reports). Results: Transparent reasoning allowed efficient human validation of judge decisions. ​Agreement between the judge's error counts and categorizations and human expert review reached 67.4%. In 32.5%, the judge missed or wrongly declared errors, and human review led to modified scorings. Interestingly, the judge identified higher alignment between underlying diagnostic raw data and final report narratives in AI–generated reports compared with human-authored reports. This is represented by the two AI-generated report versions achieving an average judge score of 8.45 and 8.65 versus 7.11 for the human-authored reports on the test set. Conclusions: Diagnostic LLMs transition from research prototypes to clinical decision-support tools. The LLM-as-a-judge framework establishes automated and transparent, criterion-based evaluation paradigms for diagnostic AI in laboratory hematology. It enables systematic quality monitoring, scalable beyond human capabilities, and may serve as a prototype for future regulatory evaluation frameworks and post-market surveillance of diagnostic LLMs.

P230
Implementation And Evaluation Of A Peripheral Blood Morphology External Quality Assessment Program In South Africa
Elise Schapkaitz1, 2, Sarvashni Moodliar1, Bongiwe Mofokeng1, Mandisa Zikhali1, Thendo Ramaliba 1
1Department of Quality Assurance, National Health Laboratory Service, Johannesburg, South Africa, 2Department of Hematology, University of Witwatersrand Medical School, Johannesburg, South Africa

Introduction The National Health Laboratory Service (NHLS) haematology external quality assessment (EQA) scheme functions to evaluate the quality of diagnostic sample assessment by clinical laboratories in South Africa. Recently, a peripheral blood morphology EQA scheme was introduced using EQAlite (KPMD IT Solutions Ltd, Sheffield, United Kingdom), a web-based EQA management system. This scheme was implemented in accordance with guidelines established by the International Committee for Standardization in Haematology (ICSH). Methods During the period of 2023 to 2025, replicates of 25 glass peripheral blood slides were distributed monthly to 147 EQA participants for cell morphology evaluation, interpretation, and manual differential (DIFF) counting. Each case was accompanied by a clinical history and full blood count (FBC) results. Participants were required to use a provided coding list to select up to eight FBC descriptors, eight DIFF descriptors, and five significant morphological features involving red blood cells, white blood cells, and platelets, as well as up to four differential diagnoses and a single most likely diagnostic interpretation. For each survey, individual laboratory results were compared with morphological reference results established by an expert committee. Descriptive statistics were used to summarise overall performance and stratified by laboratory classification. one-way Anova test was performed to evaluate performance before and after training interventions. The study was approved by the Human Research Ethics Committee of the University of the Witwatersrand (M250563).   Results Participants comprised 10 (6.8%) academic, 14 (9.5 %) tertiary, 39 (26.5%) regional, and 84 (57.1 %) district laboratories; 110 (74.8 %) were ISO 15189 accredited.  During the reporting period, the mean ±standard deviation (SD) overall performance was 79.9 ±7.9%. In 2023, the mean performance was 76.0 ±7.3%. In response to performance below 80 %, 10 targeted morphology “look-back” educational training sessions were implemented. Post-intervention mean performance increased to 79.5 ±7.3% in 2024 and 84.3 ± 6.9% in 2025 (p<0.001). Conclusion Training in morphological assessment and familiarity with EQA scheme requirements are essential for the successful implementation of a peripheral blood morphology EQA program across a laboratory network with varying levels of technical expertise.  

P231
Impact Of Heat Block Drying On Morphology Of Peripheral Blood Smears
Ryan C Shean1,2, Nicolas Mavromatis1,2, Gary Isom2, Angie Turnbow2, Lauren Pearson1,2
1University of Utah Department of Pathology, Salt Lake City, UT, United States, 2ARUP Laboratories, Salt Lake City, UT, United States

Introduction Morphologic evaluation of peripheral blood is essential in diagnosing many hematologic disorders. Smear findings can rapidly suggest life-threatening conditions like acute promyelocytic leukemia and thrombotic microangiopathies and also guide diagnosis and treatment of less acute diseases. ICSH guidelines stress standardized nomenclature and grading to improve reproducibility and communication. Equally important is consistent smear preparation to minimize artifacts and ensure accurate morphology. Known sources of artifact include thermal injury, with in-vitro studies showing significant changes in blood parameters and morphology with excessive heating. While CAP and CLSI emphasize preanalytical quality control, they lack specific guidance on smear drying temperatures, allowing practice variation. Our literature review found no systematic studies on heat block use during smear preparation. This study aims to assess how varying heat block temperatures effects smear quality for manual pathologist review. Methods Residual clinical samples representing various hematologic conditions were selected and prepared in triplicate using three drying conditions: ambient air and heat blocks set to 37 °C and 45 °C. Smears were randomized and blinded for evaluation. Two trained pathology residents assessed WBC differentials, RBC morphology (graded 0–4+), and overall smear quality (scored 0–5). Subjective comments and discrepancies were reconciled post-unblinding. Ethics approval was obtained under a quality improvement protocol. Results Thirteen unique patient samples were analyzed. No statistically significant differences were found in overall subjective smear quality score or normal WBC differential counts across drying conditions. However, RBC morphology showed notable differences: in 5 cases spherocytes were identified only at 45 °C and in another 5 cases, schistocytes were identified only at 45 °C. Two cases showed blast cells exclusively in the 45 °C condition despite clinical negativity. Slides dried at 45 °C exhibited subjectively distorted leukocyte morphology, including irregular borders and increased vacuolation. Conclusions Heat block drying at 37 °C yields smear morphology comparable to ambient air drying. In contrast, drying at 45 °C introduces clinically significant artifacts, including RBC fragmentation and distorted WBC morphology, which may lead to misdiagnosis. These findings support limiting drying temperatures to ≤37 °C to preserve smear integrity. Standardization of smear preparation methods should be incorporated into ICSH, CAP, and CLSI guidelines to ensure diagnostic accuracy and reproducibility.

P232
Enhancing Clinical Excellence: A Comparative Analysis Of National And International External Quality Assessment Programs.
Marco Stillavato1, Anna Maria Massobrio1, Emiliano Carmelo Sartania2, Marco Zompa2, Huijing Hu2, Vincenzo David Russo3, Tiziana Francisci2
1Clinical Biochemistry-Città della salute e della Scienza PO OIRM, Torino, , Italy, 2Blood Bank -Città della salute e della Scienza, Torino, , Italy, 3Analytical Development-SITLab, Torino, , Italy

INTRODUCTION: External Quality Assessment (EQA) is a system that controls laboratories’ performance and it’s necessary to guarantee the accuracy and reliability of measurements. The diagnostic testing centers analyze samples and release results to the institution that evaluate individual performances and the overall trends of the group. This system is designed to impartially check the accuracy of the results. In consideration of the evolution of the quality analytical parameters, the focus is shifted towards the quality controls performances of clinical laboratories and enhancement programs of the Total Testing Process (TTP). This study is intended to analyze and compare national and international EQS programs, to evaluate advantages and criticalities of each approach and the opportunity of following a specific one.
  METHODS: The study is centered on a comparative discussion between two different EQSs in two Italian clinical laboratories: a national centric from the Centro di Ricerca Biomedica di Padova (CRB), and a second of international relevance from UK NEQAS with several locations in Great Britain. The two programs are the most representative and used. The data have been collected by analyzing official documents, evaluation reports and semi-structural interviews from involved experts and operators. In addition, quality controls of the evaluation results are performed to highlight differences of efficacy and reliability.
  RESULTS: The CRB had EQDs with favorable elements such as report’s readability with performances from great to non-acceptable, and well-structured histograms. Also, fast and simplify communication with the Italian team and the fast submission of data. A negative side is the absence of a test for the presence of Reticulocyte for pediatric subjects. In further observations, the clinical laboratory exhibits test submission only for Dasit but not for Simens systems, the latter used in pediatric subjects for leukemia diagnosis. For the UK NEQAS, the core issue observed is communication despite being an international institution.
  CONCLUSION: This methodology supported a complete and in-depth overview of the characteristics and performances of the two EQSs during evaluation and supported strategic improvements. The study suggests implementation to the EQSs of specific analytes, that could support clinical laboratories to use proper tests for the requests, and to better evaluate the outputs of external quality control results.
 

P233
Development Of A Cell Culture Model For Studying Monocytopoiesis: Impact Of Tet2 Gene Mutations On Monocyte Maturation
Lucy LOCHER1,2, Bérénice SCHELL1,2, Jules CRETIN2, Sihem TARFI1,2, Lydia ROY2,3, Valeria BISIO4, Nicolas DULPHY4,5, Ivan SLOMA1,2, Orianne WAGNER-BALLON1,2
1Department of Biological Haematology and Immunology, Henri Mondor Hospital APHP, Creteil, , France, 2INSERM Unit 955, Université Paris Est Créteil, Creteil, , France, 3Department of Clinical Haematology, Henri Mondor Hospital APHP, Creteil, , France, 4Université Paris Cité, Institut de Recherche Saint Louis, INSERM UMR1342, Paris, , France, 5Laboratory of Immunology and Histocompatibility, Saint-Louis Hospital APHP, Paris, , France

Introduction Chronic myelomonocytic leukaemia (CMML) is a clonal hematopoietic stem cell disorder characterized by sustained monocytosis and a relative accumulation of the circulating classical monocyte subset CD14++CD16- (cMo). The majority of CMML patients exhibit TET2 mutations, most frequently leading to biallelic inactivation. Currently, no in vitro cell culture model faithfully recapitulates monocytic differentiation and maturation into the three main monocyte subpopulations described in peripheral blood. Here, we developed a three-dimensional in vitro model of monocytopoiesis to investigate the role of TET2 gene inactivation in monocyte maturation in CMML. Methods Ten to 20x103 CD34+ cells were cultured in a three-dimensional spheroid model, known as artificial marrow organoid (AMO*), combined with 8x104 murine fibroblasts. The AMO* medium was supplemented with a cytokine cocktail (TPO, FLT3-L, IL-3, SCF and GM-CSF). Monocyte subpopulations were analysed by flow cytometry (DxFLEX, Beckman Coulter®) using a validated antibody panel. Gene editing of TET2 was performed in mobilized CD34⁺ cells from healthy donors using the CRISPR/Cas9 ribonucleoprotein complex (crRNA, tracrRNA, and Cas9), and the 4D-Nucleofector system (Lonza®). Guide RNA were designed to target either the exon 7 of the TET2 gene or the neutral genomic region AAVS1 as a control. Editing rate in CD34⁺ cells was quantified by drop-off digital PCR. Results Culture of CD34+ cells from CMML patients in the AMO* model reproduced two CMML hallmark features after 10 days: increased monocyte proliferation (31,770 ±9,596 monocytesin CMML patients vs 24,078 ±5,645 monocytesin healthy donors (n=3)) and a trend toward a relative accumulation of cMo ≥94% (94.8% ±1.8in CMML patients vs 87.4% ±1.3in healthy donors (n=3)) after 10 days of culture. Editing of the TET2 gene in CD34+ cells from healthy donors cultured in the AMO* model after 10 days of culture: (i) similarly reproduced a relative accumulation of cMo exceeding 94% (94.6% in TET2-edited cells (editing rate: 31.8%) vs 90.4% in AAVS1-edited cells (editing rate: 21.4%)); and (ii) revealed a significant positive correlation between TET2 editing rate and the relative proportion of cMo (Spearman correlation, rs=0.886 ; p=0.03 ; n=6). Conclusions We developed a three-dimensional co-culture model that recapitulates both physiological and pathological monocytopoiesis. Our findings suggest that CMML-associated accumulation of cMo is driven by intrinsic alterations of CD34+ cells and provide functional evidence that TET2 inactivation directly contributes to defective monocyte maturation in CMML.



Saturday, April 18, 2026


7:30 - 8:00 AMLennox Suite (Level -2)
Morning Coffee / Exhibits

8:00 - 9:30 AMFintry (Level 3)
CONCURRENT 5: Acquired Haemostasis Disorders

Chair(s): Megan Nakashima
8:00
Anti-Pf4 Induced Thrombotic Disorders �
Edelgard Lindhoff-Last
CardioAngiology Center Bethanienhospital (CCB), Head of the CCB Coagulations Center and CCB Coagulation Research Center, Frankfurt, Germany

8:30
Acquired Von Willebrand Disease
Jeroen Eikenboom
Leiden University Medical Center

Title
Acquired Von Willebrand Disease
 
Author
Jeroen Eikenboom
 
Affiliation
Department of Internal Medicine, division of Thrombosis and Hemostasis, Leiden University Medical Center, the Netherlands
 
Abstract
Von Willebrand factor (VWF) is essential for normal platelet adhesion and aggregation, and it is the carrier protein for factor VIII. Quantitative and qualitative defects in VWF lead to the inherited bleeding disorder Von Willebrand disease (VWD), which is usually caused by genetic defects in the VWF gene. 
In rare cases, VWD is not inherited, but acquired during life. The laboratory findings are very similar to the inherited form of VWD, and also the clinical picture may be similar. However, in acquired VWD the patient will have no previous, personal bleeding history and a family history of bleeding is also lacking. Making the distinction between inherited and acquired VWD is very important as the therapeutic management is very different. Treatment is not only focused on management of bleeding episodes, but also targets the cause of acquired VWD. Underlying causes are various, like autoimmune diseases, monoclonal gammopathy of undetermined significance, plasma cell disorders, lympho- and myeloproliferative disorders, hypothyroidism, and cardiovascular conditions like aortic stenosis, left ventricular assist devices, and extracorporeal membrane oxygenation.
In acquired VWD several pathophysiological mechanisms play a role. Clearance of VWF from the circulation may be faster due to absorbance of VWF to malignant cells or by formation of immune complexes. Enhanced proteolysis of VWF in cardiovascular conditions of high shear stress may lead to loss of high molecular weight VWF multimers. Neutralizing antibodies, as usually seen in acquired hemophilia, are extremely uncommon in acquired VWD.
The diagnostic approach in acquired VWD will consist of measuring factor VIII activity, VWF antigen (VWF:Ag), and the VWF platelet-binding activity (VWF:Act). Although neutralizing antibodies are very rare, these can be detected by regular mixing studies. More often, auto-antibodies binding VWF will lead to enhanced clearance of VWF and those antibodies cannot be detected by mixing studies. ELISA based assays will be required, but no standardized assays are available. Finally, the VWF propeptide (VWFpp) assay may indicate accelerated clearance when the VWFpp/VWF:Ag ratio is increased, however this does not distinguish acquired from inherited VWD as congenital VWD may also be characterized by increased VWF clearance. It is important to realize that acquired VWD in cardiovascular conditions is mainly characterized by reduced VWF:Act/VWF:Ag ratio, whereas the absolute levels of antigen and activity may be within normal range. Sometimes, a test infusion of VWF concentrate and assessment of its clearance from the circulation may be required for a final diagnosis.

9:00
Platelet Response To Dengue Virus Infection
Martha Viveros
Universidad Michoacana de San Nicolás de Hidalgo

Professor Martha Eva Viveros Sandoval. Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Mexico. 
Session Date/Time: Saturday, April 18th from 8:00 AM - 9:30 AM
Session Name: CONCURRENT 5: Acquired Haemostasis Disorders
Presentation Title: Platelet response to Dengue virus infection.
Dengue virus (DENV) infection is a re-emerging disease responsible of 50-100 million clinical cases and 10,000 deaths every year worldwide. It is characterized by a wide spectrum of clinical manifestations ranging from mild febrile illness to severe dengue with hemorrhage and shock.  Platelets play a central role in dengue pathogenesis, as thrombocytopenia is one of the most consistent laboratory findings and a key determinant of disease severity. Increasing evidence demonstrates that platelets are not merely passive targets but play an important role in the interface of immunity and haemostasis during viral infections. DENV can directly interact with and infect platelets, leading to platelet activation, mitochondrial dysfunction and enhanced clearance from circulation. Activated platelets contribute to immune modulation by releasing inflammatory mediators, interacting with leukocytes promoting NETosis and causing endothelial dysfunction, thereby amplifying vascular permeability and bleeding risk. 
Different mechanisms have been hypothesized to explain platelet response to this infection, one of them is the participation of the non-structural protein 1 (DENV-NS1) which can be secreted into circulation during DENV infection promoting a more efficient infection. It has been demonstrated that full-length DENV NS1 protein and its domains (β-ladder, wing and NS1 mutant) induce P-selectin and glycoprotein αIIbβ3 (gpIIb/IIIa, integrin) complex expression on platelets surface. 
Laboratory Hematology is essential for understanding these mechanisms and for the clinical management of dengue patients. Quantitative and qualitative platelet analyses including platelet count, mean platelet volume, and leucocyte and lymphocyte/platelet ratio, activation markers and functional assays provide critical insights into disease progression and prognosis. Serial hematological monitoring allows early detection of severe dengue, guides clinical decision-making and support risk stratification. 

8:00 - 9:30 AMPentland Auditorium (Level 3)
ICSH Special Plenary

Chair(s): Simon Davidson
8:00
Newly Generated Hba2 Certified Material
Cornelis L. Harteveld

A Certified Reference Material for standardization of haemoglobin A2: the IFCC/ICSH joint working group achievements and perspectives

Recently the HbA2 Certified Reference Material (CRM) was approved by the JCTLM and available form the European-Joint Research Centre (EU-JRC). The establishment of a reference system for the standardization of haemoglobin A2 (HbA2) is of importance to improve comparability and accuracy of beta-thalassemia carrier detection. A joint effort between IFCC and ICSH in collaboration with EU-JRC led to the development of a standardized method and the production of a low- and high value HbA2 certified reference material with the aim to reduce the variability in HbA2 laboratory measurements. This presentation outlines the production of certified reference materials (CRMs) for HbA2 and the development of a reference measurement procedure using isotope dilution mass spectrometry. The roadmap giving an overview of the steps necessary to establish if standardization has been achieved will be presented. The involvement of all stakeholders in industry, in the laboratory community using the HPLC and CE equipment and External and Internal Quality Assessment parties play a major role in achieving standardization of HbA2 measurements. Recently the IFCC/ICSH JWG also started the standardization of HbF following the same procedure. Significant challenges remain in achieving consistent measurement across laboratories, but the implementation of these reference systems will provide improved accuracy and traceability in the future. 


8:30
Monitoring Argatroban
Susan Guy
Sheffield Thrombosis and Haemostasis Centre

The direct thrombin inhibitor argatroban is licensed for use in patients with Heparin-induced thrombocytopenia (HIT), although in Japan it is also licensed for use in strokes. It is a derivate of L-arginine and non-covalently binds to the active site of thrombin. Administration is by continuous infusion and is dosed by body weight. The half-life is approximately 50 minutes and is metabolised by cytochrome P450 in the liver.
 
Monitoring of argatroban was recommended to be performed using the Activated Partial Thromboplastin Time (APTT), based on findings in the clinical trials. The therapeutic target range of 1.5 to 3.0 times patients baseline APTT and not exceeding 100 seconds is stated in the Summary of Product characteristics (SmPC). However, APTT has limitations due to prolongation arising due to factor deficiencies, high Factor VIII levels, Lupus Anticoagulant and Liver disease; additionally, APTT reagents have different sensitivities to argatroban utilising APTT in these situations could lead to under or over anticoagulation.  At higher concentrations of argatroban the APTT demonstrates a plateau effect. 
 
There are however alternative methods we can use to monitor plasma drug concentrations of argatroban. The anti-IIa methods allow accurate measurement of the circulating argatroban within the patient; by testing patient plasma with an anti-IIa method against a calibration curve produced from an argatroban calibrator. Anti-IIa methods can be clotting based utilising a dilute Thrombin Time or Ecarin clotting time, or chromogenic based assays.  However, there has been a hesitance in the past to monitor the drug concentration as the SmPC did not cite any therapeutic target ranges, but published data demonstrates the suitability of anti-IIa methods, which are now more widely available in many laboratories.  In Europe some expert guidelines have recommended these therapeutic target ranges Swiss 0.4 -1.5 µg/mL; French 0.5 - 1.5 µg/mL and British 0.4 - 1.2 µg/mL. 


9:00
Standardisation And Validation Of Fms-Like Tyrosine Kinase 3 Internal Tandem Duplication Measurable Residual Disease By Ultra-Sensitive Next Generation Sequencing
Aditya Tedjaseputra
King's College London

Fms-like tyrosine kinase 3 internal tandem duplication (FLT3-ITD) is amongst the most common aberrations (~25%) in acute myeloid leukaemia (AML). Albeit sub-clonal, there is now emerging evidence for its monitoring as a useful measurable residual disease (MRD) marker. This talk will focus on historical challenges associated with FLT3-ITD detection, and how this is resolved with the aid of ultra-sensitive next generation sequencing (NGS). Data and considerations on FLT3-ITD NGS MRD wet lab validation, along with its clinical utility in nucleophosmin 1 (NPM1) co-mutated AML as applied in the UK National Cancer Research Institute (NCRI) AML17 and AML19 trial cohorts will be discussed.

9:30 - 10:00 AMLennox Suite (Level -2)
Coffee Break / Exhibits

10:00 - 11:30 AMPentland Auditorium (Level 3)
CONCURRENT 6: Quality Matters

Chair(s): Swati Pai
10:00
Standardisation And Validation Of Mrd Panels
Marie-Christine BENE
Nantes University

Measurable residual disease (MRD), a concept that arose more than 20 years ago, is progressively gaining ground as a tool for personalized therapeutic management in many hematological malignancies. MRD-driven strategies are however still in their infancy, with uncertainties about the best method and timing of MRD assessment for medical decision. More precisely, the respective positioning of flow cytometry and molecular technologies is still not fully clarified, especially since circulating tumoral DNA assessment development is growing. Ahead of that, with large variations depending on the disease considered, both flow cytometry panels/analytic tools and molecular strategies are still unsettled, although efforts are made via several international groups.
This presentation will deal with these technical aspects, highlighting established features and remaining hindrances of both methodologies in various hematological malignancies.

10:30
Euroflow Eqa Program
Jacques van Dongen
ESLHO EuroFlow, Zutphen, Netherlands


What Can Go Wrong in Flow Cytometric Diagnostics: Lessons Learned from EuroFlow EQA

Jacques J.M. van Dongen and Tomas Kalina, on behalf of the EuroFlow Consortium

Standardized flow cytometric diagnostics, uniquely developed by the EuroFlow Consortium, provides robust standard operating procedures (SOPs) for instrument setup, sample preparation, and data analysis, enabling highly reproducible data acquisition across diagnostic laboratories worldwide. These standardized immunophenotypic patterns support the construction of large reference databases of known cases and facilitate the use of Infinicyt software tools for guided orientation in the analysis of unknown samples. Since 2011, an External Quality Assessment (EQA) program has been implemented to monitor and continuously improve inter‑laboratory consistency.

The EuroFlow EQA comprises two complementary components. The wet‑lab component involves applying standardized SOPs to a locally collected healthy donor sample to evaluate technical performance and the integrity of multidimensional immunophenotypic patterns. The dry‑lab component requires participants to analyze and interpret diagnostic or follow‑up patient samples provided by the EQA organizers. Currently, the EuroFlow EQA portfolio includes four modules: 1, the Lymphocytosis Screening Tube (LST), a wet‑lab peripheral blood assay for leukemia and lymphoma orientation; 2, Multiple Myeloma Minimal Residual Disease (MM‑MRD), an analysis‑only module; 3, the Primary Immunodeficiency Orientation Tube (PIDOT); and 4, B‑cell precursor acute lymphoblastic leukemia (BCP‑ALL) MRD, both of which integrate wet‑lab and dry‑lab components.

These modules are offered twice annually to both EuroFlow members and external laboratories, with a total of 169 participating laboratories across all modules in 2025. A key advantage of the EuroFlow EQA design is that it requires no shipment of biological samples—an approach that makes the program accessible to clinical laboratories around the world. In 2026, the EuroFlow EQA will transition to ELSHO.org as its primary provider and will initiate the process of obtaining ISO 13528 accreditation, an important milestone for ensuring long‑term quality and regulatory compliance.

References:
Kalina T, Flores-Montero J, Lecrevisse Q, Pedreira CE, van der Velden VH, Novakova M, Mejstrikova E, Hrusak O, Böttcher S, Karsch D, Sędek Ł, Trinquand A, Boeckx N, Caetano J, Asnafi V, Lucio P, Lima M, Helena Santos A, Bonaccorso P, van der Sluijs-Gelling AJ, Langerak AW, Martin-Ayuso M, Szczepański T, van Dongen JJM, Orfao A.Cytometry A. 2015 Feb;87(2):145-56.
 
Neirinck J, Buysse M, Brdickova N, Perez-Andres M, De Vriendt C, Kerre T, Haerynck F, Bossuyt X, van Dongen JJM, Orfao A, Hofmans M, Bonroy C, Kalina T.Clin Chem Lab Med. 2024 Oct 21;63(3):621-635.
 

11:00
Nanobodies As Potential Tools For Platelet Diagnostics
Rolf Urbanus
University Medical Center Utrecht

Nanobodies are recombinant variable domains of camelid heavy-chain-only antibodies. These single-domain molecules retain antigen specificity comparable to conventional antibodies, while offering distinct advantages, including small size, high stability, and resistance to harsh experimental conditions. Nanobodies are easily modified with fluorochromes or assembled into multivalent formats using conventional chemistry, making them highly versatile tools for use in diagnostic assays, quality control, and potentially therapeutics in thrombosis and haemostasis.

We and others have explored the use of nanobodies to modulate platelet receptor-ligand interactions relevant for platelet function testing. As an illustrative example, we recently developed a nanobody targeting the platelet collagen receptor glycoprotein VI (GPVI). This nanobody (NbD2) binds GPVI with high affinity and, when expressed as a monomer or dimer, effectively inhibits collagen- and CRP-XL–induced platelet activation as measured by light transmission aggregometry and flow cytometry. Competition studies indicate that NbD2 binds to the D1 domain of GPVI, overlapping with the CRP-XL binding site. In contrast, tetramerization of NbD2 converts the nanobody into a potent GPVI-specific platelet agonist, inducing signalling and aggregation at low concentrations. Diagnostic validation in healthy controls and patients with inherited platelet function disorders demonstrated that the tetrameric nanobody performs comparably to CRP-XL in routine platelet function assays.

Beyond their application as diagnostic reagents, nanobodies also represent attractive tools for assay standardisation and quality control. In a recent pilot study, we used a nanobody directed against glycoprotein Ib to block Von Willebrand Factor binding in the context of an external quality assessment survey. The nanobody reproducibly induced a Bernard–Soulier–like functional phenotype, indicating that nanobodies can be used to mimic defined platelet defects in a controlled and standardised manner. Together, these data highlight the potential of nanobodies not only as flexible diagnostic probes but also as innovative reagents for quality control and external quality assurance in platelet diagnostics.

11:45 - 12:45 PMKilsyth (Level 0)
Corporate Lunch Workshop - Scopio Labs

Bridging the Gap: From Integrated Clinical Diagnostics to Autonomous Blood Morphology

Subtopics
Deep Integration of Digital Blood Smear and Bone Marrow Review in Lymphoma and Leukemia Diagnosis
The Future of Scale - Transitioning to Autonomous Morphology

The modern hematopathology laboratory faces a dual challenge: managing increasingly multiple diagnostic platforms while battling a global staffing crisis. Disease characterization demands seamless integration across morphology, flow cytometry (FACS), and molecular methods - yet manual microscopy still fragments the workflow at its most critical point. Specifically, the concurrent analysis of blood and bone marrow specimens on the same primary sample creates complex logistical challenges. In the first part, Dr. Holger Hauspurg will share real-world clinical cases from the Institut für Hämatopathologie Hamburg demonstrating how integrating digital Full-Field and Whole Slide Imaging into routine workflows has accelerated leukemia and lymphoma morphological evaluation - a task demanding specialist expertise - while rendering it independent of the microscope and physical location. Learn how this integration has enhanced diagnostic practice and led to a higher degree of system connectivity.

If Full-Field and Whole Slide Imaging provide scale in context, Complete Blood Morphology (CBM) provides scale in data. As the global staffing crisis intensifies, peripheral blood smear review has become the ultimate bottleneck. In the second part, Scopio will present the industry's first autonomous analyzer for peripheral blood smears, designed to autonomously report on routine samples. Delivering 10 times more data than current standards, CBM shifts from qualitative morphology assessment to precise, quantitative autonomous analysis - allowing specialists to focus on more complex cases and challenging diagnostics.

Speaker:
Dr. Holger Hauspurg, Institute for Hematopathology, Hamburg

*Scopio's Complete Blood Morphology Analyzer (CBM) is in development, not yet available for in vitro diagnostic use.


11:45 - 12:45 PMTinto (Level 0)
Corporate Lunch Workshop - Sysmex

From cells to molecules - the evolving diagnostic landscape of haemato-oncology

The diagnosis of haematological malignancies is a complex, multi-step process, requiring collaboration across multiple laboratory specialties. Join this session to explore the diagnostic pathway, starting with cellular insights from the haematology laboratory, followed by immunophenotyping by flow cytometry, and concluding with molecular characterisation of the disease in the molecular biology laboratory.

Moderator:
Dr Christine Van Laer, PharmD, PhD Department of Laboratory Medicine, AZ Groeninge, Kortrijk, Belgium
Speakers:
Dr Jürgen Riedl, MD, PhD - Clinical Chemist, Albert Schweitzer Hospital, Dordrecht, The Netherlands. Digital imaging of bone marrow slides; the holy grail in haematology.
Dr Dennis Hoffmann, PhD - COO, Labor Dr. Wisplinghoff, Köln, Germany Integrating flow cytometry into diagnostic workflow and haemostatic management..
Dr Polly Talley, PhD, FRCPath - Consultant Clinical Scientist, Haematological Malignancy Diagnostic Service (HMDS) Leeds, UK. The importance of genomics testing in haemato-oncology.



1:00 - 2:00 PMPentland Auditorium (Level 3)
Plenary Abstract Session

Chair(s): Swati Pai
1:00
Automated Reticulocyte Enumeration Using Machine Learning On Smartphone Microscopic Images For Low-Resource Settings
Amit Nisal1, Arnav Nisal2
1Bharati Vidyapeeth (DTU) Medical College Hospital and Research Centre, Pune, India, 2DES Pune University, Pune, India

Introduction: Anaemia is a common hematologic disorder worldwide. Along with other investigations, a reticulocyte count is performed to assess marrow response. It can help diagnose certain types of anaemias, such as haemolytic anaemias, where the reticulocyte count is high, whereas it is near zero in aplastic anaemia. Traditionally, reticulocytes are counted manually by microscopic examination of supravital-stained peripheral blood smears. However, this approach can introduce inter-observer variability and inconsistent counts among different experts. To overcome this issue, newer-generation haematology analysers use fluorescent dyes and automate reticulocyte counting. However, this method increases costs and is beyond the reach of many developing countries. Automating manual reticulocyte counting in stained smears would be a cost-effective way to accurately enumerate reticulocytes. We have developed a mobile-based application that captures images from a mobile camera and provides a reticulocyte count in a few seconds, thereby improving accuracy and reproducibility. Methods: Two drops of EDTA anticoagulated blood were incubated with new methylene blue stain. Smears were prepared after incubation at 37°C for 20 minutes. Slides were viewed under oil immersion (1000x magnification). Images were taken with a mobile camera.  Cross platform mobile application was developed. This has a Flutter front end and a YOLOv11n backend converted to TensorFlow Lite. This machine learning algorithm was trained on 60 images. Object detection  was used to identify reticulocytes and differentiate them from red blood cells. Both are then counted manually and by the developed model on another dataset of 30 images. Statistical analysis was done to measure the correlation and precision between manual and automated methods. Results: A strong, statistically significant positive correlation (r = 0.9509) was found using Pearson's correlation between the manual method and the AI-predicted reticulocyte count. No statistically significant difference was found between the two methods using a paired t-test (p=0.1790), indicating that the AI model performs comparably to manual counting. Bland-Altman analysis showed a negative bias of -0.337% (95% limits of agreement: -2.92 to 2.25). This suggests a slight tendency for the algorithm to underestimate reticulocyte counts when the count is high. However, the model's precision is high when reticulocyte counts are within the normal clinical range. Conclusion: The system demonstrates high concordance with manual microscopy and provides a viable, time-efficient alternative for automated reticulocyte enumeration in resource-limited settings.

1:15
Correction Of Platelet Count Bias In Edta-Ptcp By Reconstructing The Spatial Distribution Of Platelets
Meng Yang1,2, Huixian Luo1,2, Jiayi Ouyang1,2,4, Yong Chen3, Zipei Lin1,2, Qiongyun Lin1,2, Linjing Wang1,2, Yantao Wang1,2, Honglin Chen1,2, Yi Zhang1,2, Yinjuan MO1,2, Enzhong Chen1,2, Guangqing Lin1,2, Xuedong Chen1,2, Yan Liu3, Yonghui Guo1,2
1Department of Laboratory Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, , China, 2Guangdong Provincial Clinical Research Center for Laboratory Medicine, Guangdong, , China, 3Shenzhen Mindray Bio- Medical Electronics Co. Ltd, Shenzhen, , China, 4Southern Medical University, Guangdong, , China

Introduction: EDTA-dependent pseudothrombocytopenia (EDTA-PTCP) can cause spuriously low platelet counts, leading to unnecessary clinical concern and inappropriate interventions. Conventional      corrections, such as anticoagulant substitution or amikacin-based chemical deaggregation, have limited effectiveness and practicality. This study aimed to develop and validate a novel correction method based on whole-slide imaging (WSI), PLT-pro2.0, which estimates the true PLT count by reconstructing the spatial distribution pattern of PLTs without requiring additional procedures. Methods: This study included 93 EDTA-PTCP patients diagnosed from August 2023 to December 2024. After blood smears were prepared, the optimized You Only Look Once (YOLO)-PLT deep learning model was applied to WSI for automated recognition and counting of PLTs. The PLT-pro2.0 algorithm simulated the spatial distribution pattern of platelets on the smear, reconstructed their original linear distribution, and calculated the PLT to RBC ratio (PLT:RBC) in the body-tail junctionarea. The manual microscopic count of samples recollected with sodium citrate was used as the reference. Moreover, the PLT counts of amikacin-deaggregated samples analyzed at 10, 30, 60, and 120 minutes post-treatment were compared to those obtained via PLT-pro2.0. Results: The YOLO-PLT model successfully identified independent PLTs and aggregated clusters. The nonaggregated samples showed a linear gradient distribution (Pearson correlation coefficient of r = 0.863), whereas the EDTA-PTCP samples showed a significant nonlinear pattern, with platelet aggregation in the tail region. The values generated by PLT-pro2.0 exhibiteda good correlation with the reference values (Spearman correlation coefficient of r = 0.906, 95% confidence interval: 0.861–0.937), and the average relative deviation was -0.9%. Passing–Bablok regression analysis revealed no proportional bias (slope 95% confidence interval(CI): 0.9496–1.1921), but there was a slight constant bias (intercept 95% CI: -33.1884 to -0.8571). In contrast, the deaggregation performance of amikacin showed less consistency with the reference values compared to that of PLT-pro2.0. Conclusion: PLT-pro2.0 provides a rapid, objective, and accurate PLT count correction for EDTA-PTCP samples, outperforming the traditional chemical deaggregation method and eliminating the need for repeat sampling. This technology showspromise in routine laboratory applications, but further multicenter validation studies are needed.

1:30

Diagnostic Value Of Clauss/Antigen Fibrinogen Ratio In Patients With Congenital Fibrinogen Disorders


Tiago Luis, Dalila Marques, Joana Rita, Ana Campos, Laura Rodrigues, Goncalo Orfao, Nelya Syamro, Olena Lavrukhina, Marco Matias, Jorge Tomaz
Congenital Coagulopathies Reference Centre-Ramón Salvado, Thrombosis and Haemostasis Unit, Blood Bank and Transfusion Medicine, Coimbra, Portugal

Introduction
Congenital fibrinogen disorders (CDF) include quantitative and qualitative defects with highly heterogeneous clinical expression, ranging from asymptomatic presentation to bleeding or thrombosis. CDF diagnosis relies on functional (Fib C), antigenic (Fib-Ag), and Fib C/Fib Ag ratio to detect discrepancies. The Clauss method is preferred for activity, and although most Fib-Ag assays are time-consuming, immunoturbidimetric methods (Fib-AgITA) can be adapted for automated coagulometers. A Fib-C/Fib-Ag ratio <0.7 has been proposed as a screening tool for suspected qualitative disorders, however we found it limiting and not valid for some previously diagnosed cases, and, given the lack of published data, may not be applicable across different methods and target populations. This study aimed to characterise the Fib-C/Fib-Ag ratio, using Fib-AgITA in healthy blood donors, establish a local diagnostic decision limit, and assess its robustness in patients carrying fibrinogen gene variants. Methods
Fib-C (QFA Thrombin, Werfen®) and Fib-AgITA (Liaphen™ Fibrinogen) were measured on ACL TOP 550® analyser in 70 healthy blood donors and 10 patients (11–86 years) with FGA, FGB or FGG variants identified by NGS. Prothrombin time, activated partial thromboplastin time, thrombin time and reptilase time were also performed.
In donors, Fib-C/Fib-Ag distribution and the 2.5th–97.5th percentiles were calculated with IBM SPSS Statistics to estimate a local cut-off, following an indirect reference/decision limit methodology similar to that used in recent large-ratio studies. Results
In donors, mean Fib-C and Fib-AgITA were 264.4 ± 111.5 mg/dL and 310.6 ± 138.3 mg/dL, respectively, with a Fib-C/Fib-Ag range of 0.757–0.962 and an estimated lower cut-off of 0.76 (2.5th percentile). Patients showed marked heterogeneity, including mild bleeding (ISTH-BAT 1–2), thrombosis and asymptomatic profiles, consistent with contemporary congenital fibrinogen cohorts and with a predominance of FGG variants. Very low ratios (0.15 and 0.48) corresponded to hypodysfibrinogenaemia. Applying  a 0.76 as decision limit improved classification of genotypically suported dysfibrinogenaemia/hypodysfibrinogenaemia compared with the conventional 0.70 cut-off, reclassifying three borderline cases (0.70–0.71). Conclusions The Fib-C/Fib-Ag ratio shows substantial diagnostic value in CDF, but the conventional 0.70 cut-off appears overly restrictive for this assay combination and population. Adoption of a locally derived decision limit improves discrimination of pathological functional–antigenic discrepancies and may reduce underdiagnosis, consistent with recent recommendations to define method-specific ratio cut-offs. Routine inclusion of Fib-AgITA and Fib-C/Fib-Ag ratio in fibrinogen testing supports accurate subtype classification, targeted molecular work-up and informed clinical management of affected patients and families.

 


1:45
Flow Cytometric Cell Sorting To Enable Genetic Analysis In Hematological Neoplasms
Veronika Ecker1, Nicola Goetz1, Marietta Truger1, Manuela Harloff1, Johannes Waldschmidt2, Leo Rasche2, Chrysanthi Tsamadou1, Gregor Hoermann1, Wolfgang Kern1
1MLL Munich Leukemia Laboratory, Munich, Germany, 2Department of Internal Medicine II, University Hospital Wuerzburg, Wuerzburg, Germany

Introduction: In genetic analyses routinely used for hematological neoplasms, sensitivity is limited by clone size and unprocessed (native) sample material (peripheral blood (PB) or bone marrow (BM)), as detected aberrations cannot be clearly assigned to specific cell populations. Methods: PB/BM (n=104/27) of patients with mature B-cell neoplasm (B-NHL), multiple myeloma (MM) or suspected B-lymphoblastic leukaemia/lymphoma (B-ALL) were either (1) clone-size sort-enriched or (2) sorted into high purity distinct cell populations (CytoFLEX SRT, Beckman Coulter). Genetic analysis of sorted sample material comprised NGS, FISH or WGS compared in parallel to either native sample material or MACS-enriched plasma cells (PC). Results: We established sort-enrichment (1) for small (<5%) B-NHL clones (n=83/23) that resulted in 5-100% lymphoma cells in a total of 250,000-4,400,000 lymphoid (B-/T-) cells. NGS of sort vs native sample material revealed in total 112 vs 21 mutations (e.g. MYD88, NOTCH1/2, TP53, KLF2, MAP2K1) in 55% vs 29% of analysed samples (VAF: 9.1% vs 2.0%). Distinct 58 mutations (e.g. DNTM3A, TET2, TP53) in native sample material were undetectable in sorted lymphoid sample material suggesting clonal hematopoiesis. NGS upon population specific sort (2) of TP53mutated (mut) B-NHL (n=15 PB) samples into granulocytes, T- and B-cells (>95% purity) uncovered TP53mut in 10 samples solely lymphoma-associated, whereas 2 samples revealed TP53mut additionally in T-cells or granulocytes and 3 samples had TP53mut not in lymphoma but either in granulocytes, T-cells and granulocytes or co-occuring MM cells. Additionally we sorted (2) PC of BM MM samples (n=3) directly onto slides (5,000 cells, >95% purity) for FISH analysis and results were comparable to validated BM PC MACS-enriched procedure, which however requires a larger BM volume to be processed. Sort (2) of PB samples (n=3) with just 0.04-0.3% PC resulted in 4,109-4,737 pure PC and WGS analysis confirmed copy number variations and mutations detected by genetic analyses after MACS-procedure. Moreover, sorting was applied to clarify lineage involvement (2) in suspected B-ALL (n=2; PB/BM) where cells were purely sorted into blasts, granulocytes and T-cells for FISH analysis. We found BCR::ABL1 fusion in addition to blasts also in granulocytes arguing for CML in lymphoblastic blast phase/multilineage involvement. As reference CML vs Ph+ B-ALL samples (PB) were sorted and confirmed BCR::ABL1 fusion in blasts and granulocytes vs only in blasts, respectively. Conclusion: Cell sorting provides an accurate tool to enrich small clones for NGS/FISH analysis for precise classification and risk prediction as well as clear assignment of aberrations to certain lineages.

2:00 - 3:30 PMPentland Auditorium (Level 3)
Special Plenary

Chair(s): Chee Wee Tan
2:00
Laboratory Monitoring In Car-T Cell Therapy
Nicola Maciocia
UCL

2:30
Genetic Basis Of Bleeding Disorders
Keith Gomez
Royal Freee London NHS Foundation Trust

This presentation will discuss advances in genetic testing for haemostatic disorders over the last two decades. This includes Next Generation Sequencing and the implementation of exome panels and whole genome test in clinical practice, variant classification and the knowledge gained from mega international databases. It will consider what the future may bring.

3:00
Application Of Artificial Intelligence In Hemostasis
Michael Nagler
Inselspital, Bern University Hospital, and University of Bern

Artificial intelligence (AI) is increasingly applied in thrombosis and haemostasis research, from biomarker discovery and laboratory analytics to risk prediction and clinical decision support. Its ability to integrate high-dimensional data offers clear opportunities to move beyond isolated test results toward more individualized and dynamic assessment of hemostatic disorders. Yet, despite a rapidly growing body of research, few AI-based diagnostic tools have translated into routine clinical practice.

In this presentation, I will argue that this gap is not primarily driven by technological limitations, but by recurring structural and methodological challenges in diagnostic innovation. Drawing on empirical studies, meta-epidemiological analyses, and real-world implementation experience, I will highlight why promising AI applications often fail to gain adoption. Common barriers include poorly defined clinical questions, evidence generated in non-representative populations, overestimation of performance in early studies, limited interpretability of complex models, and lack of integration into clinical workflows. I will conclude by introducing a pragmatic framework for AI-driven diagnostic innovation in thrombosis and haemostasis, aimed at improving trust, usability, and real-world impact.


3:30 - 4:00 PMLennox Suite (Level -2)
Coffee Break / Exhibits

4:00 - 5:00 PMKilsyth (Level 0)
ORAL ABSTRACT CONCURRENT SESSION: Red Cells, Cellular Analysis & Flow Cytometry

Chair(s): Jessica Opie
4:00
Flow Cytometry And Next-Generation Sequencing For Mrd Detection In Aml: Concordance Analysis And Genomic Characterization Of Discordant Cases
Aastha Gupta1, Rahul Bhargava1, Shrinidhi Nathany1, Nikita Chouudhary1, Surbhi Singh2, Rajul Bodkha2, Astha Shrivastava2, Anusha Swaminathan1, Priyanshi Pachauri3, Swati Bhayana1, Vikas Dua1
1Fortis memorial research institute, Gurugram, India, 2Agilus diagnostics, Gurugram, India, 3Fortis Noida, Noida, India

Introduction:   Measurable residual disease (MRD) assessment is central to risk stratification and therapeutic decision-making in acute myeloid leukemia (AML). Multiparameter flow cytometry (MFC) is widely used for MRD detection; however, next-generation sequencing (NGS) enables mutation-level tracking with higher analytical sensitivity. Real-world data comparing these methodologies and defining the biological basis of discordant MRD results remain limited.   Methods:   We retrospectively analyzed paired MFC-MRD and NGS-MRD assessments from AML patients tested at a tertiary hematopathology center over a period of 2 years (January 2024 to December 2025). MRD results were categorized as concordant negative (Flow–/NGS–), concordant positive (Flow+/NGS+), Flow–/NGS+ discordant, or Flow+/NGS– discordant. Overall concordance and Cohen’s kappa coefficient were calculated. Longitudinal genomic comparison of Flow–/NGS+ cases were performed by evaluating baseline versus follow-up mutation profiles and classifying molecular patterns into biologically defined categories.   Results:   A total of 170 paired MRD assessments were evaluated. Concordant negative results were observed in 91 cases, and concordant positive results in 25 cases, yielding an overall concordance of 68.2% with fair agreement (Cohen’s κ = 0.31). Discordance was predominantly driven by Flow–/NGS+ cases (51/170, 30.0%), while only 3 cases (1.8%) were Flow+/NGS–. NGS detected MRD in 76 cases compared with 28 by flow cytometry, representing a 2.7-fold increase in MRD detection.   Genomic profiling of the 51 Flow–/NGS+ discordant cases revealed distinct biological patterns. 8/51 cases demonstrated persistence of baseline AML-defining mutations, consistent with true molecular residual leukemia. The majority (35/51, 69%) showed isolated persistence of clonal hematopoiesis (CH)–associated mutations, which were further subcategorised into CH of non-DAT mutations like RAS, TP53, IDH1, IDH2 and CH of only DAT mutations (DNMT3A, ASXL1, TET2). 6/51 cases exhibited clonal shifts with emergence of new mutations or loss of baseline variants, suggesting therapy-driven clonal evolution, while in two cases baseline mutation status was not available. Conclusions:   Although MFC and NGS demonstrate moderate concordance in AML MRD assessment, a substantial subset of patients harbor molecular residual disease undetectable by flow cytometry. Importantly, Flow–/NGS+ discordance represents biologically heterogeneous entities, including true residual leukemia, pre-leukemic clonal persistence, and clonal evolution. These findings underscore the clinical and biological value of integrating NGS with flow cytometry to achieve comprehensive MRD assessment and to refine post-therapy risk stratification in AML.

4:12
Impact Of Consanguinity On The Genetic Landscape Of Beta-Thalassemia:Insights From A Five-Year Hospital-Based Cohort In Pakistan
Zeeshan Ansar , Asghar Nasir , Muhammad Shariq Shaikh
Aga Khan University , Karachi , Pakistan

Background: Pakistan represents one of the highest global β-thalassemia burdens, bearing an estimated carrier frequency of 5-7% and over 100,000 affected individuals (WHO, 2023). However, comprehensive molecular characterization remains limited. The confluence of high consanguinity rates and historical malaria-driven founder effects creates distinct genetic architectures demanding population-specific therapeutic approaches. Methods In this prospective hospital-based cohort study (2021–2025), we analyzed collected samples across multiple centers in Pakistan. Comprehensive HBB gene sequencing was performed using Sanger sequencing, followed by variant classification by zygosity. All variants and novel compound heterozygous combinations were cross-referenced against ClinVar, HGMD, and HbVar databases. Results: Analysis revealed that 1,269 (59.7%) were homozygous, 428 (20.2%) compound heterozygous, and 427 (20.1%) heterozygous. There was balanced gender distribution (49.3% male vs 50.7% female), consistent with autosomal recessive inheritance (p<0.001). The prevalence of two predominant variants: HBB: c.92+5G>C (553 patients, 43% of homozygous) and HBB: c.27dupG (291 patients, 23% of homozygous), accounted for 66.5% of severe cases. Among 84 unique variants in total, with remarkable genetic stratification, the top 5 variants comprised of 82.4% homozygous cases (95% CI: 80.1–84.7%), indicating strong founder effects. We also identified 13 novel compound heterozygous combinations not previously documented, involving common variants in new allelic combinations discovered between 2021-2024. These novel combinations spanning frameshift-splicing (c.25_26delAA~c.92+5G>C), missense-frameshift (c.79G>A~c.92+5G>C), one unique complex tri-allelic patterns (c.16C>T+c.15T>A+c.19G>T), and dual splicing variants (c.93-3T>G~c.92+5G>C), expanding the known mutation spectrum. The common variants c.92+5G>C and c.27dupG appeared in 5 and 3 novel combinations, respectively, demonstrating how population-specific allelic arrangements create unprecedented genetic diversity. Conclusions: Our study demonstrates a distinctive Pakistani β-thalassemia genetic signature. The dominance of five variants (>80%) of severe disease creates unprecedented opportunities for precision diagnostics and gene-targeted therapies. Moreover, the discovery of 13 novel combinations of compound heterozygous expands the global mutation spectrum and provides critical insights for population-specific treatment strategies.

4:24
Machine Learning Application Using Local Haematology Analyzer Data (Mindray Bc-760 & Bc-6200) For Discriminating Β-Thalassemia Trait And Iron Deficiency
Tri Ratnaningsih1, Sri Ratna Fitriadewi2, Ciptaning Sari Dewi Kartika1
1Department of Clinical Pathology and Laboratory Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, , Indonesia, 2Duren Sawit General Hospital, Jakarta, , Indonesia

IIntroduction Iron deficiency anemia (IDA) and β-thalassemia trait (BTT) both present with microcytic, hypochromic red blood cells, making them difficult to distinguish solely on routine laboratory parameters. Accurate differentiation is essential, as IDA requires iron supplementation, whereas BTT carriers benefit from hemoglobinopathy screening and genetic counseling to prevent thalassemia major. Traditional red cell indices often overlap between these conditions, limiting diagnostic accuracy. Machine learning approaches using local hematology data offer the potential to improve discrimination and support timely, appropriate clinical management. The objective of the study is to determine the potential of machine-learning algorithms for discriminating between β- thalassemia trait and iron deficiency.

Methods

A cross-sectional observational study was conducted on participants undergoing hemoglobinopathy carrier screening. Hematology testing was performed using Mindray BC-760 and BC-6200 analyzers; ferritin measurement using the Biosystem Chemistry Analyzer; and hemoglobin analysis using the D-10 Hemoglobin Testing System with Dual Programme®. Hematology parameters were analyzed as discriminative data using machine-learning algorithms, including Support Vector Machine (SVM), Neural Network, and Random Forest in the Orange Data Mining application. Hematology data were divided into training (70%) and test (30%) datasets. Models developed using the test dataset were established as discriminant models with validated sensitivity, specificity, LR (+), LR (–), and Youden index. External validation was subsequently performed using an independent dataset (n=196) obtained from a different hematology analyzer platform to assess model generalizability across instruments. Results  A total of 87 subjects met the inclusion criteria, consisting of 44 with iron deficiency and 43 with hemoglobinopathy. The training dataset included 61 subjects (70%), and the test dataset included 26 subjects (30%). The discriminative performance of machine-learning approaches (SVM; Neural Network; Random Forest) respectively yielded: sensitivity (92%; 92%; 86%), specificity (92%; 93%; 83%), LR (+) (12; 12.8; 5.1), LR (–) (0.08; 0.08; 0.17), and Youden index (0.84; 0.85; 0.69). External validation (n=196) demonstrated consistent findings, with the Neural Network achieving the highest diagnostic performance, including an accuracy of 99% and a Youden index of 92%, outperforming SVM (accuracy 87%, Youden index 72%) and Random Forest (accuracy 91%, Youden index 76%). Conclusion

Machine-learning discriminant algorithms using local hematology data can be practical tools for differentiating iron deficiency from β-thalassemia trait.

Keywords: iron deficiency, β-thalassemia trait, machine learning

4:36
Emergency ΗEmatopoiesis: Distinguishing The Normal From The Abnormal Through Proposed Criteria Using Flow Cytometry
Angeliki Kotsiafti1, Christina Karela1, Georgios Oudatzis1, Maroula Milaiou1, Aikaterini Mandaraka1, Paraskevi Vasileiou2, Georgios Paterakis1
1Department of Immunology, Athens General Hospital “G. Gennimatas, Athens, Greece, 2«Flowdiagnosis» Diagnostic Center, Athens, Greece

Introduction: Emergency hematopoiesis (EH) could be described as an alarm state of the immune system aimed at creating compensatory conditions within the bone marrow. Specifically, the phenomenon of emergency hematopoiesis is observed as an immune system response to stimuli that cause severe bone marrow stress, ultimately affecting its normal cellularity. Such cases include bone marrow hypoplasia following treatments for hematologic malignancies, bone marrow hypoplasia in the context of chronic autoimmune diseases, bone marrow hypoplasia associated with non-hematologic malignancies, infections, as well as the use of substances with toxic effects on the bone marrow. All these conditions lead to hypoplasia or even aplasia of the bone marrow, with patients presenting cytopenias in the peripheral blood—most prominently neutropenia—which often necessitates the performance of a bone marrow aspiration. The evaluation of the bone marrow in these categories often poses a differential diagnostic challenge regarding its proper classification, as in most cases EH — a transient phenomenon — is mistakenly interpreted as an MDS-like condition.The aim of the present study is to propose specific flow-cytomtric criteria for identifying EH and distinguishing it from mimicking pathological conditions. Methods: Using flow cytometry, hematopoiesis was evaluated in bone marrow samples from patients who underwent bone marrow aspiration as part of the investigation of peripheral blood cytopenias. All patients presented with neutropenia of any grade. Specifically, 20 patients with aplastic bone marrow following chemotherapy for hematologic malignancy, 15 patients with chronic autoimmune diseases, 20 patients with non-hematologic malignancies, and 25 patients with infections were studied. Results: EH is characterized by specific immunophenotypic criteria that can distinguish it from mimicking pathological conditions often interpreted as MDS-like. Specifically, in EH we observe: 1. an increase in resident macrophages, immunophenotypically characterized as CD14(+), CD16(+), IREM2 negative, 2. polyclonal plasma cells, 3. increased erythroblastic elements with erythroblast clustering (erythroblastic islands), 4. reduced neutrophil counts, 5. increased mast cell counts, 6. a blast gate within reference values. Conclusions:The identification of EH is a pressing need in order to distinguish a bone marrow stress response aimed at compensating the immune system from pathological conditions in which bone marrow hypoplasia is often attributed. There are numerous instances where emergency hematopoiesis is mistakenly attributed to pathological conditions due to the lack of specific identification criteria. Our team proposes the aforementioned criteria with the aim of standardizing EH and distinguishing normal from abnormal.

4:48
Early Detection Of Pre-Cytopenic Bone Marrow Failure Using Machine-Learned Complete Blood Count Ratios: A Multi-Institutional Trinetx Analysis
Alaa Ramadan
Faculty of Medicine, South Valley University, Qena, Egypt

Introduction: Bone marrow failure syndromes often remain undiagnosed until cytopenias become clinically apparent. However, subtle hematologic changes may occur months or years before traditional thresholds are crossed. No previous large-scale studies have evaluated whether composite CBC-derived ratios can identify bone marrow failure in its earliest, pre-cytopenic stages. This study used the TriNetX Global Network to explore whether machine-learned combinations of routinely measured CBC parameters can predict later development of marrow failure before anemia, leukopenia, or thrombocytopenia become clinically evident. Methods: A retrospective cohort study was conducted using electronic health records from TriNetX (2010–2024). Adults aged 18 years or older with at least two years of CBC data and no cytopenias at baseline were included. Patients who later developed bone marrow failure disorders—including aplastic anemia, hypoplastic MDS, Fanconi-type syndromes, or idiopathic pancytopenia were identified and matched 1:5 with controls using age, sex, comorbidities, and baseline CBC values. Machine-learning modeling (gradient boosting and random forest) was applied to generate predictive CBC ratios using combinations of mean platelet volume (MPV), reticulocyte percentage, neutrophil-to-reticulocyte ratio (NRR), lymphocyte variability index, and red cell microvariance metrics. Model performance was assessed using AUC and calibration curves. Predictive signals were evaluated 6, 12, and 24 months before diagnosis. Results:    A total of 62,400 patients met criteria, including 10,400 who later developed marrow failure. At least 12 months before diagnosis, ML-generated CBC ratios significantly differentiated cases from controls with an AUC of 0.91, outperforming all individual CBC parameters. NRR / MPV ratio, which rose progressively despite normal absolute neutrophil and platelet counts. Patients in the highest quintile of the ratio had a 7.4-fold increased risk of developing marrow failure within 24 months (p <0.001). Importantly, 78% of these individuals had CBCs fully within laboratory normal ranges at the time the signal was detected. Sensitivity analysis excluding patients with chronic liver disease, renal disease, or inflammatory disorders confirmed model stability. Conclusions: This study identifies a novel class of predictive hematologic biomarkers derived from machine-learned CBC ratios capable of detecting bone marrow failure long before cytopenias develop. These findings introduce the concept of “pre-cytopenic hematologic signatures,” demonstrating that routine laboratory data contain early diagnostic signals traditionally not recognized. Integration of these ratio-based risk indicators into laboratory information systems could substantially improve early detection and intervention strategies for marrow failure syndromes. Prospective validation is warranted.

4:00 - 5:00 PMTinto (Level 0)
ORAL ABSTRACT CONCURRENT SESSION: Platelets & Coagulation

Chair(s): Martha Eva Viveros
4:00
Performance Of One-Stage And Chromogenic Fviii Assays In Measuring Efanesoctocog Alfa Activity: The Impact Of Calibrator Selection
Sanne Vanthourenhout, Mohammad Amir, Katrien M.J. Devreese
Ghent university hospital, Ghent, Belgium

Introduction Efanesoctocog alfa is a new class of factor VIII (FVIII) replacement therapy [1]. Accurate measurement of FVIII activity (FVIII:C) is vital for effective patient management. Assay discrepancies, especially between one-stage clotting assays (OSA) and chromogenic substrate assays (CSA), may arise from structural modifications to FVIII. A study demonstrated that while several OSAs provided reliable results, many CSAs consistently overestimated FVIII:C [1]. Hence in patients switching from emicizumab to efanesoctocog alfa accurate measurement of FVIII:C can be challenging. Standard OSA cannot be used in patients receiving emicizumab, In such situations, the bovine chromogenic FVIII assay  is recommended for accurate measurement of therapeutic FVIII:C [2]. The performance of FVIII:C assays in patients treated with efanesoctocog alfa was evaluated, specifically whether calibration using efanesoctocog alfa improves accuracy of CSA compared to a universal standard. Methods FVIII-deficient plasma was spiked with increasing concentrations of efanesoctocog alfa (0-120%). FVIII:C was measured using CSA (Trinichrom Stago, Biophen VIII Nodia, ROX VIII Rossix) and OSA (CK Prest Stago, PTT-A Stago, FSL Siemens). All assays were calibrated with the universal calibrator (Unicalibrator, Stago). CSA Trinichrom was additionally calibrated with efanesoctocog alfa. Accuracy was assessed by comparing measured activity against the expected spiked concentrations. The recovery should be within 30% of the theoretical concentration [3]. A 6- and 8-point calibration curve was compared. At the 8-point calibration curve, 2 extra calibrators in the low range (10% and 5% efanesoctocog alfa), were used. Results CSA Trinichrom, calibrated with efanesoctocog alfa, yielded highly accurate FVIII:C values. Hence, results in the low range were overestimated with a 6-point calibration curve. Using two additional calibration points resulted in higher accuracy.   When calibrated with the unicalibrator, CSA Trinichrom, Biophen VIII Nodia, ROX VIII Rossix consistently overestimated FVIII:C. In contrast, the three OSA (CK Prest, PTT-A, and FSL) provided comparable results across the tested range (see Figure 1). Conclusions FVIII measurement of efanesoctocog alfa in spiked FVIII-deficient plasma showed that assay performance depends strongly on the assay type and the calibrator used. Chromogenic Trinichrom assays calibrated with efanesoctocog alfa yielded accurate results, especially when using an 8-point calibration curve, whereas use of the universal calibrator led to overestimation. OSA tested with the universal calibrator, produced consistent and reliable results. A key advantage of CSA is their applicability in patients treated with emicizumab. These findings underscore the importance of product-specific calibration and careful assay validation for accurate monitoring of novel FVIII concentrates.

4:12
Reversal Efficacy Of Novel Single Domain Antibodies Against Rivaroxaban, Edoxaban Or Apixaban In Vitro And Ex Vivo: Studying Platelet-Dependent Clot Formation Under Flow
Xiang Gui1,2, Bibian M.E. Tullemans1, Dionne C.W. Braeken2, Melanie J.de Jong2, Irme S. Franssen2, Fabienne J.H. Magdelijns3, Bas de Laat1, Hugo ten Cate1,2, Johan W.M. Heemskerk1, Mark Roest1, Frauke Swieringa1
1Synapse Research Institute, Maastricht, Netherlands, 2Thrombosis Expert Centre, Maastricht University Medical Centre, Maastricht, Netherlands, 3Department of General Internal Medicine, section of Geriatric Medicine, Maastricht University Medical Centre, Maastricht, Netherlands

Introduction:Direct oral anticoagulants, in particular Factor Xa inhibitors (FXai), are standard care for stroke prevention in non-valvular atrial fibrillation and management of venous thromboembolism. Importantly, this can contribute to major bleeding in up to 5% of patients, necessitating reversal, especially in emergency settings. Andexanet alfa, now the only specific FXai reversal option, has limitations including high costand doubled thrombotic risk (compared to standard care, ANDEXA I trial), leading to its removal from the US market. This study aimed to evaluate the efficacy and specificity of novel single-domain antibodies (sdAbs) targeting apixaban, edoxaban, or rivaroxaban to reverse anticoagulation and restore clot formation under static and flow conditions in blood from healthy volunteers and FXai-treated patients. Methods:Effects of a dose range of  FXai ± specific sdAbs (or andexanet alfa), were assessed by (i) diluted prothrombin time (dPT, 10 pM tissue factor, TF) in control and patient plasmas, (ii) coagulation-dependent platelet ATP release (1 pM TF) in control whole blood, (iii) thrombin generation (5 pM TF) and clot turbidity (1 or 5 pM TF) in 12 apixaban-treated patient plasmas, and (iv) a novel microfluidic perfusion system (collagen/tissue factor, 1000 s-1, 37°C) in control and 19 FXai-treated patients’ whole blood. For patient samples, fibrinogen and peak FXai levels were quantified. Results: In vitro, specific sdAbs dose-dependently reversed FXai-induced dPT prolongation and normalised coagulation-dependent platelet ATP release. Under flow, sdAbs at fixed ratios(apixaban and edoxaban 1:2, rivaroxaban 1:8)neutralized FXai-mediated inhibitory effects on fibrin formation by ~85% (P <0.05) and normalized time to fibrin formation (92.5%-128.5%, P= 0.05-0.001).  Andexanet alfa and sdAbs were comparatively effective.In apixaban-treated patients, the specific sdAb normalized thrombin generation (lag time, endogenous thrombin potential, and peak) and turbidity lag time (P <0.001); maximum clot turbidity correlated strongly with fibrinogen levels. Importantly, in FXai-treated patients (peak levels 181-1148 nM), the specific sdAbs corrected dPT in all cases and improved platelet-fibrin clot formation under flow in 17/19 patients. Conclusion:  Novel specific sdAbs effectively normalized FXai effects in healthy and patient samples. Reversal was consistent across all patient plasma assays, regardless of the FXai level, and for most in whole-blood platelet-fibrin clot formation. This offers a promising personalized therapeutic strategy to reverse FXai-associated bleeding complications and provides a diagnostic tool for the reliable assessment of baseline coagulation potential in DOAC-treated patients.

4:24
Single Domain Antibodies To Reverse The Effects Of Factor Xa Inhibitors In Coagulation Tests
Ischa M.S. Hoornstra1, Junxiong Zhao1,2, Dana Huskens1, Frauke Swieringa1, An K. Stroobants3,4, Sanna Rijpma3, Bas de Laat1, Mark Roest1
1Synapse Research Institute, Maastricht, Netherlands, 2Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands, 3Department of Laboratory Medicine, Laboratory of Hematology, Radboudumc, Nijmegen , Netherlands, 4Department of Laboratory Medicine, Radboudumc Laboratory for Diagnostics, Radboudumc, Nijmegen, Netherlands

Introduction: Direct oral anticoagulants (DOACs) are widely prescribed for the management of atrial fibrillation and venous thromboembolism and act by factor Xa or IIa inhibition. Consequently, these agents interfere with coagulation assays, making the accurate diagnosis of thrombophilia or lupus anticoagulant unfeasible unless their inhibitory effects are effectively neutralized prior to testing. Currently available DOAC reversal agents are unable to completely restore baseline coagulation without inducing a pro-coagulant effect. In this study, we developed and validated single-domain antibodies (sdAbs) with high specificity for the factor Xa inhibitors edoxaban, apixaban, and rivaroxaban. We subsequently tested whether these sdAbs can neutralize the anticoagulant effects of these drugs and restore baseline coagulation parameters for in vitro diagnostic testing. Methods: Specific sdAbs were selected using phage display technology from a phage library created from B cell mRNA obtained from immunized lamas exposed to edoxaban, apixaban or rivaroxaban. To further enhance the neutralizing effectiveness of selected sdAbs against their respective DOAC, bivalent (bihead) sdAbs were engineered by linking two identical sdAbs via a peptide linker. In vitro effectiveness of both single and bihead sdAbs in healthy control plasma were assessed by thrombin generation (TG, both calibrated automated thrombogram (CAT) and ST Genesia), prothrombin time (PT), activated partial thromboplastin time (APTT), and international normalized ratio (INR). We also evaluated the ability of the specific sdAbs to reverse the effects of edoxaban, apixaban, and rivaroxaban on PT and APTT in plasma from patients receiving these DOACs. Results: Anti-edoxaban (F10), anti-apixaban (B12), and anti-rivaroxaban (A10) sdAbs achieved complete reversal of edoxaban, apixaban, and rivaroxaban, respectively, as demonstrated in TG, PT, APTT and INR assays for both the monovalent and bihead variants. Importantly, treatment with the corresponding sdAbs did not induce a prothrombotic response. Furthermore, in plasma from patients treated with edoxaban, apixaban, or rivaroxaban, the corresponding sdAbs reduced both PT and APTT. Conclusions: We successfully identified and validated sdAbs that specifically target edoxaban, apixaban, and rivaroxaban, each of which effectively reversing the inhibitory effects of its respective DOAC in coagulation assays, without eliciting a pro-coagulant effect. These sdAbs offer an easy handling, low-cost DOAC reversal agent, which can be added directly in plasma or whole blood, enabling reliable diagnosis of true baseline coagulation in DOAC-treated patients.

4:36
An Accurate And Pragmatic Diagnostic Algorithm For Heparin-Induced Thrombocytopenia (Hit) In Critically Ill Patients: An Analysis Of The Toradi-Hit Study
Henning Nilius1, Jan-Dirk Studt2, Dimitrios A. Tsakiris3, Bernhard Gerber4, Johanna A. Kremer Hovinga1, Tamam Bakchoul5, Michael Stickel1, Joerg C Schefold1, Michael Nagler1
1Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland, 2University Hospital Zurich, Zurich, Switzerland, 3Basel University Hospital, Basel, Switzerland, 4Oncology Institute of Southern Switzerland, Bellinzona, Switzerland, 5University Hospital of Tübingen, Tübingen, Germany

Introduction Diagnostic tools and scoring systems that have not been specifically validated in the context of critical illness are mostly not useful for ICU staff. This also applies to tests for heparin-induced thrombocytopenia (HIT). We thus aimed to validate an accurate and pragmatic machine-learning (ML) algorithm integrating both clinical data and laboratory tests to predict the presence of HIT. Methods For this analysis, we included mixed surgical-medical ICU patients from the prospective multicenter TORADI-HIT cohort. TORADI-HIT enrolled patients with suspected HIT (defined by either anti-heparin/PF4 immunoassay ordered or application of the 4Ts Score) across 10 study centers in Switzerland, Germany, and the United States. Clinical and laboratory data were collected, and multiple anti-heparin/PF4 immunoassays were performed. HIT was defined by a positive heparin-induced platelet activation (HIPA) assay, which is considered the reference gold standard. We investigated the diagnostic performance of the TORADI-HIT algorithm and current diagnostic tests (including the American Society of Hematology (ASH) algorithm) alongside clinical outcomes. Results Of 519 ICU patients, 473 (91.1%) had complete data and were analyzed. HIT was confirmed in 7.8% of cases (n = 37); the median age was 66 years (62.6% male). Sepsis was present in 327 patients (69.1%), 73 (15.4%) had an intra-arterial device, and 96 (20.3%) had undergone major surgery. The area under the receiver operating characteristics curve of the TORADI-HIT algorithm for the presence of HIT was 0.97 (95% CI: 0.94, 1.00) (false negative rate 8.1%, (FNR) with a false-positive rate of 6.9% (FPR) n=30). In contrast, the ASH algorithm had a false-negative rate (FNR) of 13.5% (n = 5) and a false-positive rate (FPR) of 9.2% (n = 40). Patients with HIT developed venous thrombosis significantly more often than those without HIT (36.1% vs. 9.4%, p <0.001). Conclusions Our data indicate that the TORADI-HIT algorithm is an accurate and pragmatic algorithm in the ICU population. It may contribute to reducing delayed HIT diagnosis and overtreatment in the critically ill.

4:48
Early Prediction Of Thrombotic Thrombocytopenic Purpura From Routine Laboratory Data Using Machine Learning
Ella Derkzen1, Jenyvette Hsia1, Benjamin Hedley2, Amy Tai2,3, Michael Samuel2, Cyrus C. Hsia2,4, Benjamin Chin-Yee2,4
1Faculty of Engineering, Western University, London, Ontario, London, ON, Canada, 2Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada, 3Department of Computer Science, University of Waterloo, Waterloo, ON, Canada, 4Division of Hematology, Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London Health Sciences Centre, London, ON, Canada

Introduction:
Thrombotic thrombocytopenic purpura (TTP) is a rare, life-threatening thrombotic microangiopathy with mortality approaching 90% without urgent plasma exchange, reduced to approximately 10% with early treatment. Diagnosis requires ADAMTS13 activity level <10% in the appropriate clinical context; however, prolonged turnaround times may delay therapy. Early recognition is further complicated by nonspecific clinical and laboratory features shared with other microangiopathic hemolytic anemias (MAHAs), including hemolytic uremic syndrome (HUS), disseminated intravascular coagulation, and atypical HUS. A laboratory-based prediction tool using routinely available data could improve patient outcomes through earlier diagnosis and treatment.
Methods:
We developed and evaluated machine learning models to predict TTP, defined by ADAMTS13 activity <10%. All patients who underwent ADAMTS13 testing at Canadian tertiary care centre from 2012-2024 and who had ≥70% of predefined laboratory parameters available within seven days of testing were included. Candidate predictors included demographics, comorbidities, and routinely available laboratory variables. Data were randomly split into 75% training and 25% testing sets. A scikit-learn pipeline was used for median imputation of missing values and feature scaling. Hyperparameters were optimized via 100-iteration RandomizedSearchCV, class imbalance was addressed using scale_pos_weight, and probabilities were calibrated with isotonic regression. XGBoost served as the primary classifier and was compared with Random Forest and LightGBM using identical preprocessing.
Results:
The final dataset comprised 441 tests, including 91 (21%) classified as TTP (ADAMTS13 <10%) and 350 (79%) classified as non-TTP MAHAs. Twenty-seven variables were used for model development, including age, sex, comorbidities (active cancer, prior solid organ or stem cell transplant), complete blood count indices, coagulation and hemolysis markers, and renal function. On the test set, the XGBoost model achieved better discrimination (ROC AUC 0.9323) compared with Random Forest (0.9234) and LightGBM (0.8090). Test accuracy, sensitivity, specificity, precision, and F1 score were 0.9009, 0.8261, 0.9205, 0.7308, and 0.7755, respectively, for the XGBoost model. Cross-validated (training) ROC AUC was 0.8895 (95% CI: 0.8610–0.9180).  Feature importance analysis identified active cancer and creatinine as the strongest predictors, followed by INR, fibrinogen, LDH, and platelet count (Figure 1).
Conclusions:
A machine learning model trained on routinely available laboratory and clinical variables accurately predicts TTP, using features known to correlate with disease biology, and may support earlier diagnosis and treatment. Such a tool could be integrated into laboratory information systems to enable automated risk flagging rather than relying on bedside assessment. Multicentre and prospective evaluation is planned to assess generalizability and clinical impact. 

4:00 - 5:00 PMFintry (Level 3)
ORAL ABSTRACT CONCURRENT SESSION: Molecular, Morphology & Standards

Chair(s): Gina Zini
4:00
Automated Detection Of Red Blood Cell Abnormalities In Peripheral Blood Smears Using Sam And Resnet
Kevin Barrera2, Carmen Navarro4, Ángel Molina1, José Rodellar3, Anna Merino1
1CORE Laboratory. Biochemistry and Molecular Genetics Department. Biomedical Diagnostic Center. Hospital Clinic, Barcelona, Spain, 2Control, Data and Artificial Intelligence (CoDAlab), Department of Mechanical Engineering, Escola d’Enginyeria de Barcelona Est (EEBE), Universitat Politècnica de Catalunya, Barcelona, Spain, 3Control, Data and Artificial Intelligence (CoDAlab), Department of Mathematics, Escola d’Enginyeria de Barcelona Est (EEBE), Universitat Politècnica de Catalunya, Barcelona, Spain, 4Bioinformatics and Biostatistics, Universitat Oberta de Catalunya (UOC), Barcelona, Spain

Introduction: Morphological examination of red blood cells (RBC) in peripheral blood (PB) smears is required for the diagnosis of different types of anemia and other hematological disorders. However, manual classification is time-consuming and subject to interobserver variability. This study presents a complete pipeline that integrates segmentation and classification for the automatic identification of the following RBC morphological abnormalities: acanthocytes or echinocytes, stomatocytes, target cells, elliptocytes, tear drop, spherocytes and schistocytes, as well as normal RBC (NRBC).

Methods: PB smears from 68 patients were stained with May Grünwald-Giemsa and a total of 3,021 images (2400 x 1800 pixels) were acquired using an Olympus BX43 microscope at high magnification (x 1000). The data were split into training (80%) and test (20%) sets. For initial processing, the Segment Anything Model (SAM) was used, enabling automatic segmentation of the training set and extraction of individual RBC to build a dataset of 7,850 cells for training and 1,963 for validation. For classification, convolutional neural network (CNN) and Vision Transformer architectures were evaluated, and CNN ResNet-152 was selected due to its superior classification performance. Both stages were integrated into an automated workflow in which the input is a field image corresponding to an individual patient and the output is the type of RBC detected (Figure 1A).

Results: Using the test set of 14 patients, we analyzed the automatic classification of different RBC morphologies using individual images of spherocytes (541), elliptocytes (500), acanthocytes or echinocytes (384), stomatocytes (282), target cells (250), tear drops (197), stomatocytes (134) and NRBC (166), achieving an overall accuracy above 97%. The confusion matrix (Figure 1B) showed clear separation between classes, with spherocytes achieving an F1-score of 1.00, followed by elliptocytes and target cells (0.99), acanthocytes or echinocytes and stomatocytes (0.98), tear drops (0.97), and schistocytes (0.95).

Conclusion:  The proposed system, based on the integration of SAM and ResNet-152, demonstrated high performance in the identification of RBC abnormalities, showing high accuracy values. By allowing the automatic quantification of abnormal RBCs in PB smears, this system serves as a support tool for the diagnosis of different types of anemia.

4:12
Epigenetic And Immunologic Landscape Of Vsir Across Hematological Malignancies: Implications For Precision Immunotherapy
Zijun Xu1, Xiaomei Wu2, Ran Chang1, Haoyu Cao1, Fei Wang1, Xiangmei Wen1, Jingdong Zhou1, Jiang Lin1, Jun Qian1
1Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Spain, 2Zhenjiang College, Zhenjiang, China

Introduction VISTA (V-domain Immunoglobulin Suppressor of T cell Activation), encoded by VSIR, functions as an inhibitory checkpoint predominantly expressed on myeloid cells. Despite its recognized role in solid tumors, systematic characterization of VSIR regulation and clinical implications in hematological malignancies remains limited. This study aimed to elucidate VSIR expression patterns, epigenetic regulatory mechanisms, and therapeutic potential across diverse hematological malignancies. Methods We performed integrative multi-omics analyses encompassing over 10,000 transcriptomes from multiple hematological malignancy cohorts. Epigenetic regulation was investigated through methylation profiling and chromatin immunoprecipitation sequencing (ChIP-seq). Targeted bisulfite sequencing was conducted on 168 clinical samples including healthy controls, myelodysplastic syndromes (MDS), and acute myeloid leukemia (AML) patients. Functional characterization involved pathway enrichment analysis and immunotherapy response prediction algorithms. Prognostic associations were evaluated using survival analyses across disease subtypes. Results VSIR exhibited preferential upregulation in hematological malignancies, particularly myeloid leukemias. Dual epigenetic mechanisms drove VSIR overexpression: promoter hypomethylation progressively intensified from healthy controls through MDS to AML; ChIP-seq revealed direct transcriptional activation by KMT2A fusion proteins through enrichment of H3K4me3, H3K79me2, and H3K27ac activating marks at the VSIR promoter. Menin inhibitor treatment substantially reduced KMT2A occupancy and histone modifications, confirming Menin-dependent regulation. NPM1 mutations similarly promoted VSIR expression through stabilizing Menin-containing chromatin complexes. Functionally, VSIR-high tumors demonstrated enrichment in immune regulatory pathways and predicted favorable immunotherapy responses. Prognostically, elevated VSIR expression conferred adverse outcomes in AML while predicting improved survival in diffuse large B-cell lymphoma and multiple myeloma. Real-world immunotherapy cohorts validated increased checkpoint blockade benefit in VSIR-high patients. Conclusions VSIR expression is epigenetically dysregulated in hematological malignancies through dual mechanisms involving DNA hypomethylation and KMT2A/Menin-mediated transcriptional activation. The elucidated Menin-VSIR regulatory axis provides mechanistic rationale for combining Menin inhibitors with VISTA checkpoint blockade in KMT2A-rearranged AML. These findings support biomarker-driven patient selection and rational design of combination immunotherapies targeting VSIR in hematological malignancies.

4:24
Real-Time Car T-Cell Monitoring: Sysmex-Xr Cell Population Data And Digital Morphology For Early Detection Of Immune Activation And Clinical Complications
Anna Merino1, Alex Calvera1, Angel Molina1, Nuria Martínez-Cibrián2, Nil Albiol2, Aina Oliver2, Julio Delgado2, Carlos Fernández de Larrea2, Valentín Ortiz-Maldonado2
1CORE Laboratory. Biochemistry and Molecular Genetics Department. Biomedical Diagnostic Center. Hospital Clinic of Barcelona-IDIBAPS, Barcelona, Spain, 2Hematology Department, Institute of Cancer and Blood Diseases. Hospital Clinic of Barcelona-IDIBAPS, Barcelona, Spain

INTRODUCTION Chimeric antigen receptor (CAR) T-cell therapy induces deep remissions in B-cell and plasma cell malignancies but is accompanied by heterogeneous immune effector cell–related toxicities. After infusion, peripheral blood (PB) CAR T-cell expansion has been associated with both toxicity and efficacy, yet monitoring usually relies on costly, time-consuming flow cytometry or quantitative PCR. Sysmex-XR hematology analyzers provide automated cell population data (CPD), offering near real-time information on lymphocyte activation, but their role in the CAR T-cell setting remains unclear. We therefore analyzed post-infusion lymphocyte kinetics using Sysmex-XR CPD parameters and PB morphology to evaluate their ability to capture CAR T-cell–mediated immune activation and early complications. METHODS We prospectively monitored PB samples from 46 recipients of CD19- and BCMA-directed CAR-T products from infusion (day 0) to day +30. Underlying diseases were acute lymphoblastic leukemia (n=14), multiple myeloma/plasma cell leukemia (n=13), large B-cell lymphoma (n=7), Richter syndrome (n=4), and others (n=8). Hematologic and CPD parameters were obtained on Sysmex-XR, including RE-LYMP (reactive lymphocytes with high fluorescence), AS-LYMP (activated/atypical lymphocytes), HFLC (high fluorescence lymphocyte count), and LY-WY (fluorescence dispersion, indicating population heterogeneity). PB morphology was reviewed using CellaVision DM9600.   RESULTS The absolute lymphocyte peak occurred around day +14 (mean 5.1 ×10⁹/L). RE-LYMP peaked on day +13 (mean 0.75 ×10⁹/L), coinciding with Sysmex alarms for atypical/blast cells. AS-LYMP and HFLC were undetectable on day 0, increased steadily to a maximum on day +10 (mean 0.25 and 0.26 ×10⁹/L, respectively), and then declined. LY-WY rose from 248 (day 0) to 1306 (day +13), indicating marked lymphocyte heterogeneity and not returning to baseline by day +30. Two distinct kinetic profiles were observed: (1) pronounced increases in RE-LYMP/AS-LYMP/HFLC/LY-WY (strong activation) and (2) minimal or no elevation (poor activation profile). See Figure 1. Morphology confirmed medium–-to–large atypical lymphocytes with loose chromatin, occasional nucleoli, and deeply basophilic cytoplasm; RL counts in blood smears peaked around day +14. From week 2, apoptotic lymphocytes increased (mean 21/100 leukocytes). Patients with cytokine release syndrome (CRS) showed early CPD elevation (days +1 to +4), whereas one patient with immune effector cell–associated hemophagocytic syndrome (IEC-HS) showed marked leukocytosis, lymphocytosis, and sustained CPD elevation with highly atypical morphology on day +11.
       CONCLUSIONS Sysmex-XR CPD parameters, integrated with digital morphology, provide a simple and sensitive approach to quantify CAR T-cell–mediated immune activation and may serve as an early, laboratory-based indicator of post-infusion complications.    

4:36
Analytical Performance Evaluation Of The Sysmexxr-20 Analyzer With Sigma Metrics
Eloisa Urrechaga, Eugenia Axpe, Andrea Nieto, Julen Madrazo, Mónica Fernández
Hospital Universitario Galdakao Usansolo, Galdakao, Spain

The performance of the hematology analyzers should be checked routinely to ensure the desired quality Six Sigma is a quality management system tool employed for the improvement of process. We aim to evaluate the quality of complete blood count and reticulocyte parameters by the Sysmex XR20 analyzer (Sysmex Diagnostics, Kobe, Japan), applying Sigma Metrics. Methods​ : To calculate sigma for each parameter data from external quality control (bias) and IQC (imprecision, CV) are used. The Spanish Society of Hematology provides the external control monthly at 2 analytical levels. Commercial controls XN Check (3 levels) are  purchased from the manufacturer; data are collected during its 60 days of use of each lot.  This study includes the quality data of six months July-December 2025.  The total analytical error (TE) for each analyte is compared with the allowable total error (TEa). The source of TEa used to determine sigma value  were the standards of European Federation of Clinical Chemistry and Laboratory Medicine (EFLM) . Sigma = (TEa-bias)/CV TE = %Bias + 1.96 * %CV   Results The 3-sigma level is considered  the minimum acceptable level of quality; as sigma increases, the reliability and overall performance of the test improves. All parameters obtained TE values lower than their corresponding TEa. Sysmex XR20 analyzer provides excellent quality for leukocyte count, Hb, reticulocyte count and , RetHe;  very good quality for platelet and MPV and good for RBC and RDW. The erythrocyte indices are not independent parameters; MCH, MCHC, and HTC are calculated from the primary parameters RBC, Hb, and MCV, this is the reason of their lower sigma values. Nevertheless, their results can be acceptable for clinical practice. Discussion Laboratories use internal quality control to monitor day-to-day performance and external quality assessment to evaluate the difference with other laboratories. Six sigma techniques can evaluate a procedure by combining the results of internal and external assessments, with the advantage of setting a ‘quality base line’. The application of Sigma Metrics highlights the need to maintain strict limits in quality control for the analyzer’s primary parameters, in order to ensure the required quality of the derived parameters  
Parameter Tea % TE % Sigma
WBC 9 4.6 7.8
RBC 4 3.1 3.3
Hb 5 2.2 6.6
Hematocrit 8 3.5 2.8
MCV 7 1.8 3.1
MCH 5 2.9 2.8
MCHC 3.2 2.8 2.4
RDW 2.6 1.0 3.3
Reticulocytes 16.8 7.2 6
RetHe 4.2 1.6 6
Platelets 16 10.1 4.5
MPV 3.8 2.9 4.0

4:48
Ai-Driven High-Throughput Cytogenetics: Enhancing Diagnostic Efficiency
Isolde Summerer, Torsten Haferlach, Isabella Hartwig-Arnold, Dennis Bode, Nanditha Mallesh, Leroy Freyler, Sven Maschek, Christian Pohlkamp
Munich Leukemia Laboratory, München, Germany

Introduction: The cytogenetic methods chromosome banding analysis (CBA) and fluorescence in situ hybridization (FISH) remain fundamental diagnostic and prognostic tools for hematologic neoplasms. These methods are labor-intensive, requiring highly trained personnel. Integrating artificial intelligence (AI) provides a compelling opportunity to accelerate analyses, improving sensitivity and enabling efficient high-throughput settings. Methods: In addition to our AI-classifier for normal chromosomes (Blood (2020) 136 (Supplement 1): 47) we developed a classifier for interphase FISH cell images (Blood (2025) 146 (Supplement 1): 2577). Recently, we have also introduced Large Language Models (LLMs) to support cytogeneticists in writing of diagnostic reports. The training set contained ≥6,000 reports (subdivided in 4 sections: introduction, results, interpretation, summary) of cases with normal karyotype, which represents 50-60% of all cases, and the test set ≥690 reports. Diagnosis, FISH results and previous diagnoses were taken into account. The accuracy of the LLM was evaluated using the sentence-BERT (sBERT) score (0-1). We further aimed to assess the long-term benefit of the AI-chromosome-classifier, which has been used in routine diagnostics since July 2019, on turnaround time, personnel expenditure and necessity for metaphase FISH analyses. Results: Considering that 90% of interphase FISH cell images could be predicted with the respective accuracy (0.83-0.93 depending on probe), we can assume that 75-84% of the data can be classified correctly. The LLM for cytogenetic reports yielded sBERT scores of >0.85 for all report sections in the test set. AI-enhanced CBA reduced turnaround time from ~1 minute per karyogram (manual analysis) to 20 seconds including cytogeneticist‘s review, increasing cases reported within 5 days from 30% to 50% and reducing those exceeding 7 days from 28% to 15%. Moreover, it enabled a significant reduction of metaphase FISH analyses necessary for determining a correct karyotype (metaphase FISH analyses/CBA analysis reduced by 40% between 2018 and 2024). Implementation of AI for karyotyping and automation of laboratory processes made an increase of 60% in CBA analyses and 43% in interphase FISH analyses between 2018 and 2024 manageable with an increase of only 10% in laboratory staff and 13% in cytogeneticists. Conclusions: In our high-volume laboratory (>30,000 annual CBA and FISH analyses, each) AI-assistance in CBA drastically increased diagnostic capacity. Implementing an AI-FISH-classifier in routine diagnostics is expected to further speed up and automate strenuous and demanding workflows, while LLMs can facilitate and harmonize reporting. These results indicate that AI-enhancement of standard methods provides operationally sustainable diagnostics for hematologic malignancies.

5:00 - 6:30 PMLennox Suite (Level -2)
Poster Session II / Exhibits

P234
Evaluating Reticulocyte Hemoglobin For The Detection Of Iron Deficiency Disorders In Adults
Isabel Aparicio-Calvente, Jennifer Rodriguez-Dominguez, Alba Leis-Sestayo, Laura Jimenez-Añon, Cristian Morales-Indiano, Alicia Martinez-Iribarren
Laboratory Medicine Department, Germans Trias i Pujol University Hospital, Badalona, Spain

INTRODUCTION. Reticulocyte hemoglobin (RET-Hb) has emerged as a sensitive marker of iron availability for erythropoiesis. Because it reflects the real-time iron supply to developing red cells, RET-Hb can decrease earlier than traditional hematimetric or biochemical indicators commonly used in the evaluation of iron deficiency. This study measured RET-Hb in healthy controls to define reference values, and in adults with iron deficiency—with and without anemia—to evaluate its performance and behavior in iron-deficient conditions. METHODS. The study was conducted prospectively in a reference Hospital Laboratory between December 2025 and January 2026. A total of 549 complete blood counts were analyzed: 120 controls, 149 patients with iron deficiency without anemia, and 280 with iron-deficiency anemia. All samples were processed using the Mindray BC-6800 analyzer (Menarini Diagnostics). The iron-deficiency without anemia group included patients with ferritin ≤30 ng/mL but normal hemoglobin levels, while patients with iron-deficiency anemia were selected based on ferritin ≤30 ng/mL and hemoglobin ≤12 g/dL in women or ≤13 g/dL in men. Mean and standard deviation of RET-Hb were calculated for each group. Differences between groups were assessed using one-way ANOVA with Welch correction for unequal variances. Reference values were estimated by calculating the 2.5th percentile in the controls, following CLSI recommendations for unilateral reference límits. ROC curve analysis was performed to determine RET-Hb cut-off values for distinguising iron-deficient patients from controls. All statistical analyses were performed using R Commander. RESULTS. The mean RET-Hb was 31.1 ± 1.3 pg (standard deviation) in the control group, 26.0 ± 2.8 pg in the non-anemic iron deficiency group, and 23.2 ± 2.3 pg in the iron-deficiency anemia group. A RET-Hb value of 28.5 pg was defined as the lower reference limit. Significant differences were observed between all groups (p ≤ 0.001). Areas under the curve (AUC) for RET-Hb between study groups are shown in Table 1. A RET-Hb cut-off of 29 pg was selected, yielding a sensitivity of 95% and specificity of 92% for detecting individuals with iron deficiency, with or without anemia, compared with controls. CONCLUSION. A RET-Hb value of 28.5 pg was established as the reference limit based on the control population. RET-Hb demonstrated strong diagnostic performance for identifying iron deficiency, with a cut-off of 29 pg providing optimal discrimination between iron-deficient individuals—with or without anemia—and controls, achieving high sensitivity and specificity. RET-Hb also decreased in iron-deficiency anemia compared non-anemic iron deficiency, although discrimination between these two groups is moderate.

P235
Performances, Reliability And Ergonomics Of A New Hematology Analyzer Sthema 601 Evaluation
N. Banh1, B. Butt1, C. Doinel1, L. Luquet1, V. Nadal1, T. Nguyen1, D. Paulin1, C. Ranaivoarimalala1, E. Geremia2, S. Melin2, E. Tournier2, Dr. I. Habes Lenouar1, Dr. C. Brumpt1
1Hematology laboratory, University Hospital Lariboisière, Paris, , France, 2Diagnostica Stago, Asnières sur Seine, , France

This study, conducted at the Hematology Laboratory of Lariboisière University Hospital in Paris, evaluated the analytical performance, stability, precision, and ergonomics of the new sthemA 601 hematology analyzer, designed for low‑volume activity and satellite laboratories. A total of 385 samples were analyzed, including 265 patient samples and 120 healthy donors, and results were compared with the laboratory’s reference analyzer (Sysmex XN‑3000) and manual microscopy. The system’s performance was assessed according to CLSI criteria, including accuracy, stability, within‑run precision, reproducibility, carryover, and reference interval determination.  For each sample,   two smears reviews were performed by two medical experienced technicians, each with 200 cells each. The sthemA 601 demonstrated satisfactory precision, with all parameters meeting acceptance criteria for repeatability and reproducibility. Twenty‑day precision studies using quality controls showed stable CV values at all levels, although monocytes and basophils could not be evaluated due to control values near zero. Within‑run precision on selected patient samples also met all predefined limits. The analyzer showed excellent correlation with the XN‑3000 for the sample cohort including adults, children, and newborns. Acceptable bias limits were defined according to Westgard rules, and all tested populations fell within expected tolerances. Carryover testing for RBC, WBC, hemoglobin, and platelets met specifications, confirming the absence of significant contamination. Stability testing of 18 selected samples demonstrated that most parameters remained stable for 24 hours at room temperature and up to 48 hours at 2–8°C, except hematocrit (HCT) and mean corpuscular volume (MCV), which were stable for only 12 hours due to physiological RBC changes over time. Reference intervals were calculated using 120 healthy adults (60 men, 60 women) aged 18–65, following NCCLS H20‑A recommendations. Results are representative of the Île‑de‑France population. Six laboratory staff members evaluated the device’s usability. They found the sthemA 601 intuitive, user‑friendly, and visually appealing, requiring minimal training. They highlighted its compact size despite its full analytical capabilities. Some improvement opportunities were identified, mainly concerning the organization of quality‑control menus. The sthemA 601 demonstrated strong analytical performance, reliability, and user friendly ergonomics, positioning it as a suitable solution for small and medium activities of laboratories or as a complement to larger hematology platforms. The system also proved to be accurate with respect to the laboratory's reference methods.

P236
Chronic Lymphoid Leukemia Predictive Model Based On Complete Blood Count And Lymphocyte Positional Parameters Performed In A Mindray&Reg;Bc-6800 Plus Hematology Analyzer
Alfredo Bermejo Rodriguez1, Carmen Torres Gomez-Pimpollo2, Alejandro Bermejo Gordillo3
1Hospital Universitario de Fuenlabrada, Fuenlabrada, Spain, 2Universidad Rey Juan Carlos, Alcorcon, Spain, 3Universidad Carlos III, Leganes, Spain

Introduction. Lymphocytosis is a common hematological disorder whose etiology can be reactive or clonal. B-cell Chronic Lymphocytic Leukemia (CLL) is the most frequent cause of clonal lymphocytosis. The correct diagnosis of CLL requires complex tests such as Flow Cytometry. Besides Complete Blood Count (CBC) parameters, Mindray® BC-6800 plus hematology analyzers provide new lymphocyte positional parameters (LPP) that show qualitative lymphocyte information based on the forward scatter (cell size, LY-Z), the side scatter (complexity of cell structure, LY-X) and the cell fluorescence-nucleic acid content (amount of cellular genetic material, LY-Y). The objective of this study is to evaluate the usefulness of CBC and LPP in the prediction of CLL as a cause of lymphocytosis. Material and methods. A retrospective observational study was conducted on 283 samples with lymphocytosis (lymphocyte count > 3,5x103/μL), classified into CLL versus nonspecific reactive lymphocytosis (RL) after flow cytometry immunophenotyping (Beckman-Coulter® ClearLLab). CBC and LPP (LY-X, LY-Y, LY-Z) of these samples were obtained in a Mindray® BC-6800 Plus hematology analyzer. Intergroup comparisons, ROC analysis and logistic regression (LASSO technique) and a decision tree, were carried out using the SPSS-Statistics v29.0® and R-studio v4.4.3® software. Results. Statistically significant differences were observed between CLL and RL for the LY-Z parameter, with higher values in CLL. CBC values such as leukocytes (LEU), platelets (PLT), and absolute and percentage lymphocytes (LYM and LYMp) and monocytes (MON and MONp), showed high discriminating power when comparing between CLL and RL, with AUC greater than 0.7 (table 1).  Based on the analyzed parameters, along with age and sex, a multivariate logistic regression model was developed, including the LY-Z parameter (AUC=0.97), with the formula: Logit(P(CLL)) = –14.93 + 0.117 × Age + 1.41 × Male sex + 0.097 × LYMp – 0.775 × MONp – 0.0036 × PLT + 0.0072 × LY-Z.  A decision tree (AUC=0.94) was also developed, with the following probabilities: LYMp <54% and PLT ≥190x103/µL, RL probability 0.87. LYMp <54% and PLT <190x103/µL, CLL probability 0.75. LYMp ≥54% and MONp <4.8, CLL probability 1.0. LYMp ≥54% and MONp ≥4.8 and age ≥62, CLL probability 0.88. LYMp ≥54% and MONp ≥4.8 and age <62, RL probability 0.75. Conclusions. Lymphocyte positional parameters, especially LY-Z, can contribute positively to the initial diagnostic orientation of lymphocytosis, although its value is limited. Lymphocyte and monocyte percentage, and especially the multivariate model and the decision tree, provide better discrimination, optimizing the differential diagnosis between Chronic Lymphocytic Leukemia and reactive lymphocytosis. These models must be validated to confirm their usefulness in laboratory practice.

P237
Comparative Analysis Of Systemic Inflammation Response Index And Aggregate Index Of Systemic Inflammation As Biomarkers Of Low-Grade Inflammation In Polycystic Ovary Syndrome
Natalia Dikova1,2, Milena Velizarova1,2
1Medical University, Dpt of Clinical Laboratory, Sofia, , Bulgaria, 2University Hospital Alexandrovska, Sofia, , Bulgaria

Introduction. Polycystic ovary syndrome (PCOS) is a common endocrine disorder affecting women of reproductive age, characterized by hormonal imbalance and associated with metabolic and immune changes. Chronic low-grade inflammation has been increasingly recognized as a component of PCOS pathophysiology, contributing to clinical symptoms and long-term complications. Traditional inflammatory markers such as C-reactive protein and total leukocyte count offer limited specificity in detecting subtle systemic immune activation. Novel hematology-derived composite indices, the Systemic Inflammation Response Index (SIRI) and the Aggregate Index of Systemic Inflammation (AISI), integrate differential blood count parameters and may better reflect low-grade inflammatory status in clinical settings. Methods. In this cross-sectional comparative study, we evaluated SIRI and AISI in women with PCOS and healthy controls. The PCOS group included 35 women aged 18–40 years diagnosed according to the Rotterdam criteria. The control group comprised 45 age-matched healthy women with regular menstrual cycles and no clinical hyperandrogenism. Peripheral blood samples were analyzed using an automated hematology analyzer (Sysmex XN-1000, Sysmex Corporation, Kobe, Japan) with fluorescent flow cytometry for leukocyte differentiation. SIRI and AISI values were calculated from high-precision differential counts obtained from the white blood cell differential fluorescence (WDF) channel, ensuring reliable assessment of composite inflammatory indices. Results. Both indices showed statistically significant differences between the PCOS and control groups. Mean AISI was 255.88 in the PCOS group compared to 202.43 in controls (p = 0.011), and mean SIRI was 1.13 versus 0.77 (p = 0.007). These findings indicate elevated systemic inflammatory activity among women with PCOS relative to healthy counterparts, with both SIRI and AISI demonstrating significant discriminatory value for low-grade inflammation in this population. Conclusions. Our results reveal significantly higher SIRI and AISI values in women with PCOS compared to healthy controls, supporting their potential utility as accessible biomarkers of chronic low-grade inflammation. Incorporation of these indices into routine hematological assessment may enhance detection of subclinical inflammation and contribute to improved characterization of immune-inflammatory involvement in PCOS. Further large-scale studies are warranted to validate the clinical applicability of these composite indices across diverse populations and investigate their relationships with metabolic and reproductive outcomes.

P238
Reference Interval Values Of Monocyte Distribution Width Among Healthy Adults: Age- And Sex-Related Variations
Laura García1, Sandra Ramos2, Jesús A. Álvarez2, Antonia M. Mayol1, Isabel Albalá1, Josu López2, Yael Pérez2
1Department of Laboratory Medicine, Hospital Juaneda Miramar, Palma de Mallorca, Spain, 2Intensive Care Unit, Hospital Juaneda Miramar, Palma de Mallorca, Spain

INTRODUCTION Monocyte Distribution Width (MDW) is a novel sepsis biomarker obtainable from routine CBC-Diff. The MDW cut-off value of 21.5 is well established for K3-EDTA. However, reference values in healthy adults are not fully characterized, particularly regarding age and sex. The aim of this study was to evaluate age- and sex-related variations in MDW in healthy adults, providing baseline data to improve clinical interpretation. METHODS A retrospective study analyzed CBC-Diff results from occupational preventive check-ups in adults performed between January and December 2024. Blood samples were collected in K3-EDTA tubes and analyzed on a UniCel DxH 900 (Beckman Coulter, Brea, USA). Exclusion criteria included leukocyte counts indicative of infection (<4,000/µL or >11,000/µL) and abnormal neutrophil, lymphocyte, monocyte, glucose, creatinine, or alanine aminotransferase values. Statistical analyses were performed using MedCalc (MedCalc Software Ltd., Ostend, Belgium). Reference intervals (RIs) were calculated according to CLSI EP28-A3c guidelines using non-parametric, robust, and indirect methods. RESULTS Of 7,176 subjects initially recruited, 2,457 MDW results were included (48.8% males, 51.2% females). The D’Agostino-Pearson test confirmed a non-Gaussian distribution (p <0.0001). Overall mean MDW was 19.71 (SD 1.80). RIs calculated by the non-parametric method were 16.44 (90% CI 16.29–16.54) to 23.50 (90% CI 23.29–23.80). Robust method RIs were slightly lower: 16.10 (90% CI 15.99–16.21) to 23.16 (90% CI 23.04–23.27). Indirect method RIs were similar but lowest: 15.77 (90% CI 15.67–15.82) to 23.14 (90% CI 22.35–23.23). Males and females presented mean MDW values of 19.32 (SD 1.73) and 20.09 (SD 1.78), respectively (Mann-Whitney, p <0.0001). RIs for men were 16.15 (90% CI 15.95–16.35) to 23.02 (90% CI 22.77–23.54) and for women 16.60 (90% CI 16.45–16.74) to 23.58 (90% CI 23.44–23.72). Subjects were subdivided into three age groups: 18–25 (group 1), 26–45 (group 2), and >45 years (group 3). In males, MDW was significantly higher in group 3 versus group 1 (p = 0.0006) and group 2 (p = 0.0255); no difference was observed between groups 1 and 2. No age-related differences were observed in females. CONCLUSIONS The reference intervals in our cohort align with previous studies. A significant sex difference was observed, with higher MDW in women, a pattern previously described in children but not in adults. In males, MDW increased slightly with age, a trend not previously reported, whereas no age-related differences were observed in females.

P239
Variations In Detection Of Tp53 Mutation By Immunohistochemistry In Myeloid Neoplasms
Ismene Germanakos1, Dong Chen1, 2
1University of Connecticut School of Medicine , Farmington, CT, United States, 2University of Connecticut Health Center Department of Pathology and Laboratory Medicine , Farmington, CT, United States

Background/Objectives: TP53-mutated myeloid neoplasms (MNs) are aggressive diseases with poor therapeutic response. TP53 immunohistochemistry (IHC) enables rapid assessment of normal and abnormal TP53 protein expressions and may suggest underlying TP53 mutations while next-generation sequencing results are pending. However, TP53 mutations are heterogenous, and the correlations between mutation type, genomic location and staining patterns remain unclear. This study investigates the associations between TP53 IHC patterns and TP53 mutation subtypes, locations, and variant allele frequencies (VAFs) in MNs.   Methods: Fourteen TP53-mutated MN bone marrow biopsies were assessed by TP53 DO-7 immunohistochemistry. Staining patterns were characterized by percent positive myeloid cells (PPC) and PPC/VAF ratio, used to normalize VAF. Comparisons across mutation categories (missense vs non-missense, DNA-binding domain (DBD) vs non-DBD, and missense, frameshift, and splice variant) were performed using Mann–Whitney U tests, and overall survival was analyzed by Kaplan–Meier methods.   Results: Missense mutations showed higher median PPC than non-missense mutations (47.7% vs 11.7%) despite lower VAF, with higher PPC/VAF ratios (1.3 vs 0.44). Frameshift mutations demonstrated minimal TP53 detectability (median PPC 2.5%) despite high VAF, compared with missense and splice mutations (47.7% and 40.6%). DBD mutations had lower PPC than non-DBD mutations (29.5% vs 43.4%) but higher PPC/VAF ratios (1.26 vs 0.62). Median overall survival was longest in missense mutations (331 days) and shortest in splice mutations (40 days). These trends did not reach statistical significance.   Conclusions: Although limited by sample size, trends suggest that missense and DBD mutations may be more detectable by TP53 DO-7 than non-missense and non-DBD mutations. Frameshift mutations demonstrated low detectability relative to clonal burden (PPC/VAF = 0.043), and it remains unclear if frameshift mutations are detectable. Given that TP53 mutation subtypes and locations may be associated with worse survival, TP53 IHC should be interpreted cautiously. Genetic testing remains essential for clinical decision-making.

P240
Evaluation Of Reference Interval For Extended Inflammatory Parameters (Eips) Using Sysmex Xn-10
Jia Hui Goh1, Ming Zi Soh1, Shir Ying Lee1,2
1Department of Laboratory Medicine, Division of Haematology, National University Hospital, Singapore, Singapore, 2Department of Haematology-Oncology, National University Cancer Institute, Singapore, Singapore

Introduction: Extended Inflammation Parameters (EIPs) generated by Sysmex XN-10 provided a functional insight between innate and adaptive immune response. The Extended Inflammation Parameters (EIPs) include Reactive Lymphocytes (RE-LYMPH), Antigen-Stimulating Lymphocytes (AS-LYMPH), Neutrophils Reactivity Intensity (NEUT-RI) and Neutrophils Granularity Intensity (NEUT-GI). With the growing interest in utilizing these parameters for assessment of inflammatory disease and sepsis, an appropriate reference interval is required. This study aimed to establish a reference interval for these selected EIPs for Asian population comprising a mix of ethnicities including Chinese, Malay and Indians. Methods: A retrospective analysis was performed on 204 adult subjects undergoing health screening at NUH Wellness Center. All the adult subjects had normal CBC results within established reference interval limit performed by Sysmex XN-10 without clinical evidence of acute or chronic inflammatory disease. The outlier was identified and excluded using Tukey’s method. Reference interval is derived by central 95% reference interval established in accordance with CLSI guidelines. Results: Following outlier exclusion, central 95% reference interval was derived for the selected EIPs with a non-parametric CLSI-aligned approach. The reference intervals are AS-LYMPH 0.00-0.02 x109/L (n=193), AS-LYMP 0.00-0.20% (n=179), RE-LYMPH 0.01-0.05 x109/L (n=200), RE-LYMPH 0.1-1.0% (n=202), NEUT-RI 39.9-49.8fL (n=184), NEUT-GI 145.3-158.6SI (n=188). The reference interval is stable across age and sex. Conclusion: This study established a central 95% reference interval for the selected EIPs. This reference interval aligns with prior publications with non-asian population. By defining an interpretive limit, the EIPs gives a valuable and consistent contextual assessment of patient inflammatory conditions. The EIPs supports early risk stratification, guides antibiotics prescription decision making, informs the need for further diagnostics evaluation and assist in monitor treatment efficacy.

P241
Aiming For Precision Platelet Counting In Thrombocytopenia: An Evaluation Of Platelet Count By Impedance Methodology (Plt-I) And Optical Analysis (Plt-O) On HoribaTm 2500 Vis-À-Vis Digital Morphology Platelet Count (Plt-Dm) On HoribaTmD20 Analyzer Against Reference Method (Plt-R) In Acute Febrile Illness With Platelet Parameter Flagging: An Experience From A Tertiary Care Hospital Laboratory In India
Anil Handoo1, Prashant Nag2, Mudita Bhargava3, Ankur Lath4, Parul Babbar4, Paramjit Kaur4
1BLK-Max Super Speciality Hospital, Pusa Road, New Delhi, India , New Delhi, India, 2Tata 1mg Labs, Mumbai, India, 3Max Super Speciality Hospital, Dwarka, New Delhi, India , New Delhi, India, 4Horiba India Pvt Ltd, New Delhi, India

Introduction:Impedance methodology of platelet counting (PLT-I) on hematology analyzers is fraught with many challenges, not only in thrombocytopenic cases with large/giant platelets but also in patients of severe RBC microcytosis or schistocytosis, leading to an unreliable platelet count. Platelet transfusions thus, can be in jeopardy on account of unreliable platelet counting in real life situations. This gets amplified in patients with dengue and other febrile illnesses, in countries like ours, as there are many apprehensions for the patient safety at low platelet counts (<20 X 10^9/L). We undertook a multivariate analysis of platelet counts on HORIBATM Yumizen H2500 both by impedence and optical methodologies as well as platelet count by digital morphology platform on Horiba D20 versus the manual reference method in all cases flagged cases of thrombocytopenia. Methodology: A total of 372 samples from patients of acute febrile illness with thrombocytopenia [defined by a platelet counts <150 X 10^9/L by routine impedance methodology (PLT-I)] were studied. Platelet counts were then analyzed in parallel within 6 h of collection using optical technique (PLT-O), Digital Morphology platelet count (PLT-DM) and reference manual method. Platelet count was also done on peripheral smear and evaluated by 3 trained hemato-pathologists with median experience of 15 years. Statistical analysis using Pearson's correlation, Bland-Altmann plot analysis and multivariate regression analysis was performed. Results:The mean platelet count of a control group of 50 normal samples had excellent correlation between PLT-I, PLT-O, PLT-DM and PLT-R. Further, four groups based on platelet count (X 10^9/L) of <150 but >100, 50 – 100, 20 – 100 and <20 were assessed between Dengue versus non-dengue thrombocytopenia patients. While the median platelet count for PLT-I was 55.6 × 10^9/L against a count of 110.1 X 10^9/L in PLT-O and a count of 100.1 X 10^9/L in PLT-DM versus 105 x10^9 in reference method for non-dengue group, dengue group had median platelet count for PLT-I was 31.6 × 10^9/L against a count of 74.1 X 10^9/L in PLT-O and a count of 80.1 X 10^9/L in PLT-DM versus 75 x10^9 in reference method. Pearson's correlation between PLT-I, PLT-O, PLT-DM and PLT-R was done. PLT-O, PLT-DM and PLT-R showed a good correlation. Conclusions:The current study demonstrates the superiority of PLT-O & PLT-DM over PLT-I in acute febrile illness patients with thrombocytopenia and RBC-platelet interference flags.

P242
Comparison Of Differential Count In Leucopenic Samples By The Regular And Low Wbc Mode On An Automated Hematology Analyzer With The Manual Differential Count.
Shanaz Khodaiji, Maitreyi Patwardhan, Vidisha Mahajan
P.D. Hinduja Hospital and Medical Research Centre, Mumbai, India

Introduction: Accurate leukocyte differential counts are critical in clinical decision-making, in leukopenic patients where low WBC counts challenge automated hematology analyzers. Modern analyzers incorporate specialized low WBC (LW) modes to enhance accuracy of differential counts, but their performance requires validation against normal WBC (NW) modes and manual differentials (OB).  The aim of our study was to assess the performance of the LW and NW modes of an automated hematology analyzer with OB for WBC differential counts in leukopenic samples, across WBC count categories. The manual differentials were performed by 2 independent pathologists and the mean was taken as OB.   Methods: A total of 240 leukopenic samples were analyzed.  Of these, 214 (89.2%) samples, were from oncology and 26 (10.8%) from non-oncology patients. Samples were categorized into WBC count ranges: <200/µL (n=25), 200–499/µL (n=23), 500–999/µL (n=57), 1000–1499/µL (n=62), and 1500–2000/µL (n=72).  Results: Correlation analysis between NW, LW, and OB was performed for neutrophils, lymphocytes, monocytes, eosinophils, and basophils across total WBC count categories using Spearman correlation coefficient Figure 1 (a) demonstrates the relationship between total leukocyte count ranges and the accuracy of LW mode.(b) demonstrates the relationship between total leukocyte count ranges and the accuracy of NW mode. Each curve represents a different leukocyte subset.   Interpretation: Our study demonstrates that when total WBC counts reach 800 cells/µL, in LW, a convergence of correlation coefficients above 0.90 is observed for all major leukocyte subsets. Beyond this threshold, LW mode demonstrates stable and reliable agreement with the reference OB, and further increases in WBC do not yield substantial gains in accuracy. In the LW mode, at total WBC counts below 600–800 cells/µL, substantial divergence in correlation coefficients is observed across leukocyte subsets, particularly for monocytes and basophils. This reflects increased analytical variability related to low cell event numbers and biological dispersion. When a vertical reference line corresponding to the NW-derived reliability threshold (~1000 cells/µL) was applied, NW mode demonstrated acceptable agreement with the reference method only beyond this level.   Conclusion: Based on the statistical analysis, 800 cells/µL represents the optimal operational cut-off above which LW mode differential counts may be reported without routine manual smear verification, provided no abnormal analyzer flags are present.  Compared with NW mode, LW mode demonstrates earlier stabilization and superior analytical performance in leukopenic samples, justifying its use in lower total leukocyte counts.

P243
Evaluation Of Total Vitamin B12 And Holotranscobalamin (Active B12) As Diagnostic Markers Of Vitamin B12 Deficiency
Laura Lázaro1, Alba Jiménez2, Alba Aljarilla2, Alejandro Aranda2, Marta Serra2, Marina Canyelles1, Javier Hernando-Redondo3, Nuria González2, Paula San-José2
1Biochemistry Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain, 2Hematology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain, 3Registre Gironí del Cor (REGICOR) Study Group, Hospital del Mar Research Institute (IMIM), Barcelona, Spain

Introduction Vitamin B12 deficiency produce hematological and neurological disorders, accurate detection is essential for treatment and prevention. Serum total vitamin B12(TB12) is widely used as an initial test but low thresholds are controversial because they may not reflect metabolic B12 status. Guidelines suggest a higher cut-off value and recommend measuring a second functional biomarker, methylmalonic acid (MMA) and/or homocysteine (HCY) in the grey zone. Recent studies suggest that holotranscobalamin (Holo-TC) may be a more accurate biomarker of B12 deficiency. This study aimed to evaluate TB12 and Holo-TC as predictors of deficiency compared with our laboratory’s diagnostic algorithm. Methods We conducted a prospective study with venous blood samples from adults attending a University Hospital undergoing routine TB12 testing. TB12, Holo-TC, and HCY concentrations were measured using the Alinity-i system (Abbott Laboratories,Chicago,USA). MMA was determined with UPLC-MS/MS (Xevo TQS-micro,Waters Corporation,Milford,Massachusetts). Samples were classified as deficient or non-deficient according to our laboratory algorithm. In individuals with TB12 ≤200pmol/L, HCY was assessed. Elevated HCY (≥15.5µmol/L) indicated deficiency after excluding folate deficiency. If TB12 ≤150pmol/L and normal HCY or folate deficiency, MMA was measured, with values ≥0.4µmol/L confirming deficiency. Renal function–adjusted cut-offs were applied when appropriate. Diagnostic performance was assessed using sensitivity(Se) and specificity(Sp) based on manufacturer thresholds and NICE 2025 recommendations. ROC analysis identified optimal cut-offs using Youden’s index. Statistical analyses were performed with MedCalc®v23.0.2 (MedCalc Software Ltd, Ostend, Belgium). Results 149 samples were analyzed. TB12 levels (pmol/L) were >251 in 20 samples, 201–250 in 39, 150–200 in 60, and ≤150 in 30. 111 samples were classified as non-deficient while 38 as deficient. Diagnostic performance results are summarized in Table1. Table1: Diagnostic performance of TB12 and Holo-TC
  Vitamin B12 Deficiency
Manufacturer cut-off NICE 2025 recommendations cut-off
TB12 (≤150pmol/L) Holo-TC (≤25pmol/L) p TB12 (≤258pmol/L) Holo-TC (≤70pmol/L) p
Sensitivity 42.1% 23.7% 0,0896 100,0% 68.42% 0,0002 ᶧ
Specificity 89.2% 96.4% 0,0383 18,0% 36.94% 0,0016 ᶧ
ᶧ Statistically significant differences were found (p<0.05) Optimal cut-offfor Holo-TC was ≤36.9pmol/L (Se 40.5%, Sp 91%, AUC 0.674) and ≤198pmol/L for TB12 (Se 100%, Sp 54%, AUC 0.816), with TB12 showing a better global diagnostic performance (p=0.026, Figure 1). Conclusions The manufacturer’s cut-offs show limited applicability for detecting deficiency using either TB12 or Holo-TC as initial test. Higher thresholds proposed by recent NICE recommendations (considering wider grey zone) improves sensitivity for both biomarkers. Additional tests (HCY and/or MMA) are still required in order to confirm deficiency in many cases. Further research with larger or specific populations is needed to better define Holo-TC’s clinical utility.

P244
Serial Extended Inflammation Parameter Monitoring Using A Composite Leukocyte Activation Model In Critically Ill Patients
Noreen Louise1, Selina Gan2, Swee Jin Tan3, Suneta Sulaiman1
1Institut Jantung Negara, Kuala Lumpur, Malaysia, 2Sysmex Malaysia, Kuala Lumpur, Malaysia, 3Sysmex Asia Pacific, Singapore, Singapore

Introduction Early identification and monitoring of infection in the intensive care unit (ICU) are challenged by non-specific clinical features and delayed responses of conventional biomarkers. Extended Inflammation Parameters (EIPs) derived from routine complete blood counts may provide additional functional information when interpreted longitudinally and integrated with clinical signs and symptoms.   Methods Four critically ill ICU patients were evaluated using serial daily complete blood counts (XR-10, Sysmex Corp., Japan) incorporating a composite leukocyte activation score derived from EIPs, total white blood cell count (WBC), and immature granulocyte counts (IG). The composite score was trended over 4–5 consecutive days and interpreted alongside clinical status, antimicrobial therapy, conventional markers (C-reactive protein and procalcitonin), microbiological findings, and imaging results. Analysis focused on directional changes and temporal trajectories of the composite score rather than individual parameter values.   Results Distinct and clinically interpretable composite score trajectories were observed across the four cases. In Case 1, serial measurements were obtained during and after completion of trimethoprim–sulfamethoxazole and levofloxacin, with the patient remaining antibiotic-free. The composite score remained persistently low and stable throughout the antibiotic-free monitoring period, supporting the decision to withhold further empirical antibiotics; the patient subsequently improved and was discharged from ICU. In Case 2, the first composite score measurement was obtained on the day of bronchoscopy following surgical wound debridement and vacuum-assisted closure dressing application. Purulent secretions were noted in the right middle lobe, bronchoalveolar lavage cultures were obtained, and the patient remained hemodynamically stable without hypoxemia. The composite score was elevated on day one and demonstrated a consistent downward trend on subsequent serial measurements, paralleling clinical stabilization and respiratory improvement during continued antimicrobial therapy. In a third postoperative case, the composite score remained persistently elevated over multiple days and preceded microbiological confirmation of ventilator-associated pneumonia, despite low procalcitonin levels and absence of fever. In the fourth case, a transient rise followed by normalization of the composite score—despite equivocal imaging findings—supported a non-infectious inflammatory process and guided non-antibiotic management, resulting in clinical improvement and ICU discharge.   Conclusions This four-patient case series demonstrates that serial trending of a composite leukocyte activation score integrating EIPs, WBC, and IG provides clinically meaningful information in critically ill patients. By emphasizing temporal patterns rather than isolated biomarkers, this model-based approach may support earlier infection identification, antimicrobial stewardship, and longitudinal ICU monitoring using routinely available laboratory data. Prospective studies are warranted to validate thresholds and clinical integration strategies.

P245
Evaluation Of General Performances And The Benefit Of Right-First-Time Analyses On Sthema 601
J. Mendes1, A. Pesson1, F. Leffray1, E. Letard1, M. Derbord1, E. Tournier2, Dr. V. Cussac1, Dr. J. Rose1, Dr. C Guénot1
1Hematology laboratory, Centre Hospitalier, Le Mans, , France, 2Diagnostica Stago, Asnières sur Seine, , France

This study evaluated the analytical performance, operational benefits, and user experience  and ergonomics of the sthemA 601 hematology analyzer within the routine workflow of the CH du Mans, a laboratory processing approximately 500 cytology samples per day. The objective was to assess whether the sthemA 601,designed for small and medium activity, could deliver results equivalent to a large reference analyzer (XN‑9000) while offering advantages in ergonomics and “right‑first‑time” analyses. 160 blood samples were analyzed and compared with results from the XN‑9000 and microscopic smear reviews. The evaluation followed standardized guidelines and covered precision, carryover, linearity, accuracy, alarm relevance, and ergonomics. Precision testing demonstrated that all CBC and reticulocyte parameters met stringent acceptance criteria. Repeatability and Reproducibility tests confirmed robust analytical stability within expected limits. Carryover does not show any within samples contamination for the WBC and PLT values tested. Linearity tests performed across dilution ranges for RBC, WBC, and PLT demonstrated strong agreement between measured and expected values. Correlation analysis confirmed excellent agreement between the sthemA 601 and the reference system for most parameters. Minor deviations were observed for MPV PDW and for reticulocytes at high values due to differing measurement technologies, differences considered acceptable based on known inter‑analyzer variability. IG results showed a bias at high counts, but the IG alarm sensitivity was very good, and no risk to interpretation was identified. The overall sensitivity and specificity of qualitative alarms were 82.3% and 87.1%, respectively. Platelet‑related alarms were specific but lacked sensitivity, partly due to EDTA‑related aggregates. Algorithm improvements were recommended. A major benefit of the analyzer is its ability to provide accurate results in samples containing cold agglutinins on the first run, thanks to an internal temperature of 35°C. This avoids reruns after incubation at 37°C, leading to significant savings in time and reagent consumption. In the laboratory’s activity, this would reduce reruns by 4.4% while approximately 0.1% of samples would have warranted testing for cold agglutinins. Users appreciated the analyzer’s intuitive operation, compact design, and innovative reagent system. Some improvements were suggested, including better graphical result presentation and optimization of cleaning cycle. The sthemA 601 provides robust analytical performance, improved workflow efficiency, and favorable ergonomics, making it a reliable solution for small to medium laboratories or as a complementary analyzer in large platforms. The analyzer also gives reliable results in presence of cold agglutinins on first run, saving time and reagents.

P246
Evaluation Of Novel Hybrid Platelet Count (Plt-H) On Bc-720 Mindray, Shenzhen Analyzer And Comparison With Optical (Plt-O) And Impedance Platelet (Plt-I) Counting
Aditi Mittal, Anil Handoo, Tina Dadu, Pratyush Mishra
Dept of Hematology, BLK-Max Super Speciality Hospital, Pusa Road, New Delhi, India

Background: Accurate enumeration and characterization of platelets are crucial in clinical diagnostics. Standard impedance methods (PLT-I) are prone to interference from small red blood cells (microcytes) or cellular debris. Optical methods (PLT-O), which use light scatter, and the novel Hybrid Platelet method (PLT-H), were developed to improve accuracy. This study aimed to compare these methods against the gold-standard manual phase contrast microscopy reference method (PLT-M).  Methods: A total of 328 cases with thrombocytopenia were analyzed using PLT-I, PLT-O (“CAL 8000 Mindray, Shenzhen") and a novel PLT-H method (BC-720 Mindray, Shenzhen analyzer). The PLT-O method uses fluorescent flow cytometry to differentiate platelets from other particles via light scattering and fluorescence signals. The PLT-H method is a combination algorithm that counts small platelets ( ≤ 1 0 fL) by impedance and larger platelets (>1 0 fL) in the differential (optical) channel, integrating the results from both channels without extra reagents. The cohort was categorized into three subgroups based on the Immature Platelet Fraction (IPF) parameter. Results: Overall regression analysis demonstrated that all three automated methods were highly statistically significant predictors of the reference method ( p <0.05 for all). Overall PLT-H showed the strongest overall correlation and precision ( R20.861 explaining 86.1% of variance; Standard Error = 14.71). Subgroup analysis revealed that the optimal parameter choice for platelet counting varied depending on the Immature platelet fraction(IPF):-IPF <13%: PLT-I demonstrated the best correlation; IPF 13–17%: PLT-O was optimally correlated. and IPF > 17%: Both PLT-H and PLT-O showed the strongest correlation. However on subsequent analysis, the novel PLT-H parameter demonstrated robust correlation with the reference method (PLT-M) specifically in cases where the IPF surpassed 22%." Conclusion: The novel hybrid parameter PLT-H is a highly reliable method overall. It works particularly well with increasing IPF values because a high IPF indicates increased production of newly released, larger, and more reactive platelets that can interfere with impedance counting. By using the optical channel to accurately count these larger, immature platelets, PLT-H overcomes a major limitation of impedance-only methods and provides superior results in specific clinical scenarios, especially those with high platelet turnover.

P247
Screening For Chronic Myelomonocytic Leukemia In Automated Hematology Laboratories Using The Monocytosis Workflow Optimization (Mwo) Application: A Multicenter Study
Maida Navarrete1, Victor Navarro1, María José Remigia 2, Paula Amat 2, Paula San José3, Granada Perea 4, Elisabeth Gomez 5, Fiz Campoy5, Pablo Gonzalez 6, María Pilar Jiménez 6, Jorge Medina 7, Carlos Lázaro 7, Carlos Chávez8, Ana Sopena8, Carlos Palacio1
1Department of Hematology, Hospital Universitari Vall d’Hebron, Vall d’Hebron. Instituto de Oncología (VHIO), Vall d’Hebron Barcelona Hospital Campus, Barcelona, Barcelona, Spain, 2Department of Hematology,Hospital Clínic Universitari, Valencia, Valencia, Spain, 3Department of Hematology, Hospital de la Santa Creu i Sant Pau, Barcelona, Barcelona, Spain, 4Department of Hematology, Parc Taulí, Sabadell, Spain, 5Department of Hematology,Complexo Hospitalario Universitario de Ourense, Ourense, Spain, 6Department of Hematology,Hospital Universitario Clínico San Cecilio, Granada, Granada, Spain, 7Department of Hematology,CATLAB, Barcelona, Terrasa, , 8Department of Hematology,Hospital Universitario Arnau de Vilanova, Lleida, Lleida, Spain

Introduction:Monocytosis is a common finding in hematology laboratories and frequently triggers peripheral blood smear review by optical microscopy. Because most cases are reactive, an early and reliable approach to identify neoplastic monocytosis is clinically relevant, particularly for the diagnosis of chronic myelomonocytic leukemia (CMML). The MWO application, integrated into the Sysmex XN platform, is a novel automated tool designed to differentiate reactive from neoplastic monocytosis. Values ≥0.160 are considered positive, suggesting neoplastic monocytosis. Aim: This study evaluates alternative MWO cutoff values for CMML diagnosis and analyze whether the association of additional variables improves its performance. Methods: Over a 6-month period, 915 patients from eight Spanish hospitals were enrolled. Inclusion criteria were age ≥18 years, and either a positive MWO score or extreme monocytosis. Peripheral blood samples underwent morphological review, and monocyte subsets were analyzed by flow cytometry (FC). Patients were classified into four groups: (1) reactive monocytosis (R-Mo); (2) previously diagnosed CMML with no prior or ongoing hypomethylating therapy (CMML); (3) suspected CMML based on FC without previous CMML diagnosis (S-CMML); and (4) monocytosis associated with myeloid neoplasms other than CMML (MN-Mo, FC-negative). Receiver operating characteristic (ROC) curves were used to discriminate neoplastic from reactive monocytosis and to differentiate CMML from MN-Mo based on MWO values. To enhance MWO performance, hematological, clinical, and demographic variables routinely available in the laboratory were evaluated (Table 1). Patients were split into a training cohort (n=374) and an independent validation cohort (n=221) to develop and assess a model for discriminating reactive from neoplastic monocytosis. A LASSO-selected logistic regression model was developed, with the cutoff optimized to maximize sensitivity and negative predictive value (NPV).Results:  The acute leukemia cases (4.8%) and false monocytosis (30.6%) were excluded leaving 595 patients for analysis. The results are summarized in table 1. No alternative MWO cutoff improved upon the established 0.160 threshold for differentiating reactive from neoplastic monocytosis. Similarly, MWO alone showed limited ability to distinguish CMML from MN-Mo (AUC=0.64). The final predictive model for distinguishing reactive from neoplastic monocytosis includes age, platelet count, persistent monocytosis, granulocytic dysplasia, presence of blasts, and the MWO score, achieving good discrimination (AUC=0.79), high sensitivity (0.93) and NPV (0.82), supporting the exclusion of 125 patients (21%) from additional diagnostic evaluation. Conclusions: A multivariable model (calculator) incorporating routinely available laboratory parameters significantly improves the diagnostic performance of the MWO score, enabling accurate identification of pathological monocytosis with high sensitivity and negative predictive value.

P248
Defining Reference Intervals Of Emerging EXtended Inflammatory Parameters (Eip)In A Population-Based Study
Karan Paisooksantivatana, Pawadee Chinudomwong, Atisak Jiaranaikulwanich, Mintra Tanakitivirul
Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand

Introduction Extended inflammatory parameters (EIP) including NEUT-RI, NEUT-GI, RE-LYMP, and AS-LYMP provide rapid insight into leukocyte activation beyond the CBC. NEUT-RI, and NEUT-GI, indicate early innate immune activation, while RE-LYMP and AS-LYMP reflect adaptive immune responses. EIPs demonstrate strong diagnostic and prognostic value, enabling the distinction between bacterial and viral infections, predicting COVID-19 severity, and identifying sepsis or autoimmune inflammation 1-4. However, their clinical use is limited by the lack of standardized reference intervals. Recent studies have begun establishing baseline values in healthy adults, highlighting the need for robust population-based reference ranges to support broader clinical adoption5. Methods Reference intervals were established in accordance with the CLSI EP28-A3c guideline for defining, establishing, and verifying reference intervals6. Healthy individuals aged 20–80 years were included if they had no history of chronic or recent infection/inflammation, were not taking medications affecting WBC (e.g., corticosteroids), were non-pregnant, and had strictly normal quantitative CBC results without any qualitative flags. Results of EIP parameters are retrieved from Sysmex XN-10™ Automated Hematology Analyzer. Outliers were identified and excluded using the Tukey method. Reference intervals were calculated using non-parametric methods according to the data distribution. Differences across age groups and between genders were evaluated to determine whether partitioning was necessary and to assess the robustness of the intervals. Each age group (20–40, 41–60, and 61–80 years) included a minimum of 120 individuals. Results In the overall population (n = 886), NEUT-GI ranged from 147.39 to 159.10 ×10^9/L (90% CI: 147.00–147.60 to 159.00–159.70), NEUT-RI from 42.30 to 52.10% (90% CI: 42.10–42.70 to 51.80–52.70), RE-LYMP from 0.01 to 0.07 ×10^9/L (90% CI: 0.01–0.01 to 0.06–0.07), and AS-LYMP from 0.00 to 0.02 ×10^9/L (90% CI: 0.00–0.00 to 0.02–0.02), with no statistically significant differences observed across age groups or between genders. Conclusion The study established robust reference intervals for NEUT-GI, NEUT-RI, RE-LYMP, and AS-LYMP in healthy adults aged 20–80 years. These intervals showed no significant variation across age groups or between genders, supporting their applicability for clinical interpretation in the general adult population.

P249
Ai-Driven Identification Of High-Value Samples: Multi-Modal Screening For Rare And Non-Typical Cases In Clinical Diagnostics.
Cheng Qian, Ziling Huo
Dymuna Corp, Davie, FL, United States

Background: High-volume clinical laboratories frequently struggle with the manual identification of rare (R) and non-typical (NT) specimens (e.g., early MDS, subtle parasitic infections) which hold the highest value for translational research. The conventional, time-intensive review process often subjects specimen triage to delays and high inter-observer variability. Objective: To develop and validate a Multi-Modal AI Diagnostic Assistant (AI-DA) that intelligently fuses diverse data streams to autonomously identify and flag R/NT samples, serving as a standardized "Research Accelerator" for laboratory hematologists. Methods: The Dymind AI-DA utilizes a fusion architecture integrating vision and language models. The system employs: 1) A Vision Model for Optical Character Recognition (OCR) on IVD reports, extracting key numerical test results; and 2) A Large Language Model (LLM) fine-tuned on medical texts to process unstructured patient complaints and history. The system's key advantage is its robustness in handling unstructured and optional inputs (e.g., clinical notes or patient symptoms may be provided alone). The system input encompasses a comprehensive panel of IVD test results (hematology, coagulation, clinical chemistry, immunoassay, flow cytometry, etc.), patient symptoms, and captured image data (e.g., blood smear photos or report scans). Output includes a Research Value Score (RVS), a detailed clinical analysis of the sample, and suggested further testing, in addition to an interpretive comment detailing suspected pathology. Validation will compare the AI-DA output against the consensus diagnosis of senior hematopathologists on a cohort of expert-confirmed R/NT cases. Results: Preliminary internal testing indicates high performance in flagging subtle morphological shifts relevant to hematologic malignancies. The system is designed to achieve a sensitivity and specificity exceeding 90% in identifying R/NT research samples. Furthermore, the integration of the AI-DA is projected to reduce the mean time for initial identification and triage of R/NT specimens from over 15 minutes (manual) to under 10 seconds per case, significantly increasing research throughput efficiency. Final validation data will be presented at the conference. Conclusion: The Dymind AI-DA offers a standardized, high-efficiency tool for the proactive identification of high-value research specimens. By leveraging multi-modal data fusion, this technology dramatically accelerates the translational research process, allowing hematologists to focus on high-impact scientific inquiry and collaborative clinical trials.

P250
Enhancing Hematology Malignancy Screening With Advanced Hematology Analyzers
Chloé Rampon1, Yan Liu2, Wendy Li2, Emilie Geremia2, Marc Maynadié1, Marie-Christine Bené3, Julien Guy1
1Biological Hematology department, Dijon University Hospital, Dijon, , France, 2Mindray team, Shenzhen, , China, 3Hematology, Nantes University, Nantes, , France

Introduction The analysis of a Complete Blood Count faces a twofold challenge. Some diagnoses, such as that of acute promyelocytic leukemia, require a rapid and sensitive detection. On the other hand, too numerous false-positive flags can slow down the workflow. The new Mindray BC7900 analyzer was built to face these challenges by combining two channels. The CD channel acts as a differential channel. The HMC (Hematological Malignant Cells) channel is designed to distinguish between abnormal cells. The objective of this study was to assess the performance of these channels for flagging abnormal leukocytes in hematologic malignancy screening.   Methods From 02/21/2025 to 10/02/2025, 803 samples from Dijon University Hospital were analyzed, 603 with qualitative flags on routine analyzers, 200 without. A smear was performed for each sample and considered abnormal (n=138) if at least 1% of the cells were identified microscopically as blasts, abnormal promyelocytes, or abnormal lymphocytes. Clinical data were recorded (age, gender, hematological disorder). Samples were first analyzed through the CD channel, that produces the following flags: “Blast”, “Abnormal Promyelocyte/Blast” or “Abnormal Lymphocyte/Blast”. If one of these alarms was triggered, the sample was re-tested through HMC channel, able to generate “Blast”, “Abnormal Promyelocyte” and “Abnormal Lymphocyte” flags.   Results Among the 803 samples, 220 originated from patients with hematological malignancies. Of the 138 samples with abnormal smears, an alarm was generated on the CD channel for 127, and on both channels for 113/127. Samples without alarm (n=25/138) included 13 with lymphocytosis, 7 with cytopenias or <0,2.109/L of blasts, 5 with low-grade lymphoma. Of the 665 samples with normal smears, an alarm was triggered on the CD channel for 148, and on both channels for 78/148. These alarms were mainly due to myelemia (n=30) or reactive lymphocytes (n=24). For the whole cohort, the combined use of both channels resulted in a 30% reduction of the number of smears, with a sensitivity of 91% and a specificity of 82%. In patients with hematological disorders, specificity increased, from 46% with the CD channel to 70% with both channels. In patients without such diseases, the combined approach led to a 49% reduction in the number of smears that should have been performed.   Conclusion The HMC channel is a new tool that detects and discriminates between abnormal cells. It helps excluding hematological malignancies, significantly reducing the number of flags and decreasing morphological analysis of samples with low level of abnormalities and no clinical relevance.

P251
Screening For Malignancy Using Body Fluid Samples On Two Automated Hematology Analyzers: A Comparative Study
Huaqing Shen, Xinjian Cai, Yiteng Lin
Cancer Hospital Chinese Academy of Medical Sciences Shenzhen Center, Shenzhen, China

Introduction: Cytomorphological examination is the direct diagnostic method for detecting tumor cells in body cavity fluids (pleural, peritoneal) and cerebrospinal fluid (CSF), but it is time-consuming and requires significant technical expertise. Automated hematology analyzers provide flags and quantitative parameters for high-fluorescence abnormal cells (HF-BF%), offering a potential rapid screening tool. This study evaluated the diagnostic performance of the "High-Fluorescence Abnormal Cell" alert and HF-BF% parameter from the Dymind DH-800 series and the Sysmex XN-1000 analyzers for screening tumor cells in these fluids.   Methods: A total of 260 samples (103 pleural, 75 peritoneal, 82 CSF) were analyzed. All samples were processed on both the Dymind DH-800CS and Sysmex XN-1000 analyzers to obtain the high-fluorescence cell alert (Q-flag for DH-800CS) and the HF-BF% parameter. Cytomorphological examination served as the gold standard for the presence of tumor cells. Receiver Operating Characteristic (ROC) curve analysis was used to determine optimal cut-off values and to assess diagnostic performance (sensitivity, specificity, area under the curve - AUC).   Results: Cytomorphology identified tumor cells in 129 of the 260 samples. ROC analysis for the DH-800CS's Q-flag related to abnormal cells showed an AUC of 0.82, with a sensitivity of 89.15% and specificity of 75.57% for detecting tumor cells. For the Sysmex XN-1000, using its HF-BF% parameter at the manufacturer's suggested threshold, the sensitivity and specificity were 81.40% and 68.70%, respectively.   Conclusions: This study confirms that automated high-fluorescence cell flags are effective for screening body fluids for malignancy. The newly developed Dymind DH-800CS analyzer showed significantly better diagnostic performance than the established Sysmex XN-1000, offering higher sensitivity and specificity. Implementation of these parameters, particularly on the DH-800CS, can optimize laboratory workflow by reliably identifying samples that require urgent cytomorphological examination.

P252
First Uruguayan Study Using The Mindray Cal 8000-211: Reference Intervals For Hematology And Research Use Only Parameters In Ambulatory Adults (Mucam, 2024&Ndash;2025).
Lucila I Silva1, Gabriela Chocho1, Miguel Luján1, Ana K Ambsosetti1, Jimena Viera1, Gabriela Geymonat1, Marco Alpuin2, Macarena Acosta1, Mariela Luppi2, Cecilia Canessa1
1Medica Uruguaya ( MUCAM), Montevideo, , Uruguay, 2Biodiagnostico, Montevideo, , Uruguay

Introduction: The Mindray CAL 8000-211 platform combines BC-6800 Plus analyzers (complete blood count and six-part leukocyte differential using SF Cube technology), an erythrocyte sedimentation module with photometric reading, the SC-120 for smear preparation, and the MC-80 for digital cell morphology. This comprehensive automation enhances efficiency and accuracy. In this context, establishing robust local reference intervals (RI) is essential for clinical interpretation and for the incorporation of new parameters into practice. Methods: We performed a retrospective observational study using anonymized hemogram data collected between December 2, 2024 and October 2, 2025. Adults aged 18–99 years attending general outpatient clinics at MUCAM were included; clinics focused on specific populations (hematology, oncology, gynecology) were excluded. We analyzed 98,891 consecutive hemograms, representing the largest Uruguayan outpatient series reported for this purpose. For 34 parameters, descriptive statistics were computed and RI were estimated using the 2.5th and 97.5th percentiles (P2.5–P97.5). When distributions were compatible with normality, parametric RI (mean ± 1.96 SD) were also calculated; otherwise, percentile-based RI were retained. Outliers were excluded using the IQR method when appropriate. Analyses were performed in Microsoft Excel. Results: The cohort comprised 65.3% women and 34.7% men, with mean age 50.61 ± 17.68 years. RI were established for routine hematology parameters and for research-use-only (RUO) erythrocytic, leukocytic, and platelet parameters, including microcytes/macrocytes (percentage and absolute counts), NEU-X/Y/Z, LYM-X/Y/Z, MON-X/Y/Z, P-LCC, P-LCR, and PLR. Examples of RI  were: WBC 4.23–11.6×10³/µL; platelets 161–403×10³/µL; hemoglobin 11.0–15.0 g/dL in women and 12.6–17.0 g/dL in men. The large sample size resulted in narrow uncertainty around percentile estimates, without changing clinical interpretation. Conclusions: This study provides the first Uruguayan RI report generated on the CAL 8000-211 platform, delivering robust local RI for routine parameters and preliminary RI for RUO parameters to support their stepwise evaluation and potential future clinical use. Limitations include incomplete exclusion of pregnancy and lack of patients medical records review to fully exclude underlying disease among outpatients. Future studies in healthy blood donors are warranted to establish strict “healthy” RI for our population.

P253
Performance Comparison Of Automated Hematology Analyzers And Molecular Diagnostic Methods For Malaria Detection In Thailand
Ekkaporn Sribunruang1, Pawinee Kutpatawintu2, Duangnapa Intharasongkroh3, Nipawan Yuttayoth3, Sathid Thessomboon2, Urassaya Pattanawong4, Chutitorn Ketloy1, Phandee Watanaboonyongcharoen1,5
1Department of Laboratory Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, , Thailand, 2National Blood Centre, Thai Red Cross Society, Bangkok, , Thailand, 3Blood Testing Department, National Blood Centre, Thai Red Cross Society, Bangkok, , Thailand, 4Department of Parasitology, Faculty of Medicine, Chulalongkorn University, Bangkok, , Thailand, 5Transfusion Medicine Unit, King Chulalongkorn Memorial Hospital, Bangkok, , Thailand

Introduction Malaria remains an important public health concern in Thailand, particularly in endemic areas. Conventional microscopy remains the diagnostic reference standard; however, it is labor-intensive and operator-dependent. Automated hematology analyzers using fluorescence flow cytometry enable rapid detection of malaria-infected red blood cells and could identify patients with asymptomatic malarial infection. The Sysmex XR platform, which is widely implemented in hospitals throughout Thailand, is therefore of particular interest. This study aimed to evaluate and compare the diagnostic performance of the Sysmex XR-1000 and XN-31, using molecular assays and microscopy as reference methods.
Methods A prospective observational study was conducted using leftover EDTA blood samples from blood donors at the National Blood Centre and Regional Blood Centres in malaria-endemic provinces of Thailand, as well as from patients undergoing routine evaluation in hospital settings. Samples were tested in parallel using the Sysmex XR-1000, Sysmex XN-31, and real-time PCR. When any test yielded a positive result, thick-film microscopy was performed. Results from microscopy and/or PCR were used to establish a composite reference standard. Diagnostic performance parameters, including sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and overall accuracy, were calculated in samples with confirmatory results.
Results A total of 1,030 blood samples were evaluated using the composite reference standard (thick-film microscopy and/or PCR). Qualitative analysis of the Sysmex XR-1000 identified 3 true-positive, 2 false-positive, 9 false-negative, and 1,016 true-negative cases, corresponding to a sensitivity of 25.0% (95% CI 8.9–53.2%), specificity of 99.8% (95% CI 99.3–99.95%), PPV of 60.0% (95% CI 23.1–88.2%), NPV of 99.1% (95% CI 98.3–99.5%), and an overall accuracy of 98.9% (95% CI 98.1–99.4%). Most false-negative XR results occurred in PCR-positive but microscopy-negative samples, consistent with low-level parasitemia. For the Sysmex XN-31, analysis was performed in 1,016 samples. XN-31 identified 10 true-positive, 5 false-positive, 0 false-negative, and 1,001 true-negative cases, yielding a sensitivity of 100% (95% CI 72.2–100%), specificity of 99.5% (95% CI 98.8–99.8%), PPV of 66.7% (95% CI 41.7–84.8%), NPV of 100% (95% CI 99.6–100%), and an overall accuracy of 99.5% (95% CI 98.9–99.8%). Paired qualitative comparison between XR and XN-31 (N = 1,016) demonstrated concordant positive results in 1 case (0.10%) and concordant negative results in 1,001 cases (98.52%). All discordant results were XR-negative and XN-31-positive (14 cases, 1.38%). McNemar’s exact test confirmed significant directional discordance (p <0.001), indicating superior analytical sensitivity of XN-31 compared with XR.
Conclusions This study supports the potential utility of the Sysmex XR-1000 as an initial screening tool, enabling rapid detection of malaria-infected red blood cells in hospital settings. The automate of complete blood count for routine patient sample provides an opportunity for detecting asymptomatic cases. Thus, early diagnosis and management could be provided for the patient. Also, this could prevent the spread of the disease.
Keywords Malaria; blood donors; Sysmex XR-1000; Sysmex XN-31; automated hematology analyzers; transfusion safety

P254
Establishment And Validation Of Intelligent Review Rules For Blood Cell Analysis Based On The Gradient Boosting Decision Tree Algorithm
Wenjia Tang1, Shaoqian Chen2, Zhenglin Yu1, Xiumei Gu1, Baishen Pan1, Rong Ding3, Shihong Zhang2, Chong Wang1, Jing Lin4, Xiaosen Bian5, Wei Guo1, Beili Wang1
1Zhongshan Hospital, Fudan University, Shanghai, , China, 2The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, , China, 3Southeast University Affiliated Zhongda Hospital, Nanjing, , China, 4First People Hospital of Foshan, Foshan, , China, 5Hematology Product Development Department, Shenzhen Mindray Bio-Medical Electronics Co. Ltd, Shenzhen, , China

Background: Establishing reasonable verification rules is essential for hematology laboratories to minimize the retest rate without compromising test quality. Current international guidelines for verification following initial Complete Blood Count (CBC) testing, established by the International Consensus Group for Hematology Review (ICGHR) in 2005, have proven challenging to implement widely due to their high verification and blood smear review rates. This study aims to develop artificial intelligence (AI)-based intelligent review rules to accurately screen samples that require retests or blood smear microscopy examinations, thereby reducing the review rate, improving the work efficiency of hematology laboratories, and ensuring the quality of whole blood analysis.   Methods: A total of 10212 EDTA-K2 venous blood samples from the clinical laboratories of 4 hospitals from 2022 to 2025 were collected and analyzed using the BC-6800 Plus hematology analyzer under the customized dilution ratio (CDR) modeand MC-80 blood cell morphology analyzer, with microscopy results define the samples as positive according to the ICGHR positive criteria. Of the total dataset, 9,000 samples were used to develop the intelligent review rules using a Gradient Boosting Decision Tree (GBDT) algorithm. A validation set of 3,600 was used to evaluate rule performance. Additionally, 1,212 samples from external sources were used for independent external validation. The performance of these AI-generated rules was compared with ICGHR rules in terms offalse-negative rate (FNR), false-positive rate (FPR), and blood smear review rate.   Results: In the 9,000-sample rule development dataset, 4,493 positive samples were identified by microscopic examination, and 26 intelligent review rules were established using the GBDT algorithm. In the internal validation cohort (n = 3,600; 1,534 positive). The AI-based rules showed a significantly lower FPR (2.89% vs. 12.75%) and smear review rate (44.06% vs. 54.83%) compared with the 41 ICGHRrules, while maintaining a comparable FNR (1.44% vs. 0.53%). Inthe external validation set (n = 1,212; 180 positives),the intelligent review rules again outperformed the ICGHRrules, demonstrating a lower FPR (14.60% vs. 30.19%) and a lower smear review rate (27.55% vs. 44.14%). The FNR of the AI-generated rules (1.89%) remained similar to that of the ICGHRrules (0.90%) and met ICGHR performance requirements (FNR <5%), with no critical hematologic cells missed.   Conclusion: Intelligent review rules generated using AI techniques effectively reduce the false- positive and smear review rates while maintaining diagnostic safetyand preventing missed diagnoses of hematologic cells. This approach significantly improves laboratory efficiency and is especially suitable for implementation in routine hematology testing.

P255
Correlation Of Monocyte Distribution Width With Inflammation Markers In Systemic Infection Or Sepsis
Konstantina Tsioni1, Eftychia Nikolakopoulou2, Angeliki Karyoti1, Aikaterini Karantani1, Marianthi Issa1, Aristeidis Chalvantzis1, Dimitrios Komilis3, Eleni Vagdatli1
1Biopathology Laboratory, Hippokration General Hospital,, Thessaloniki, Greece, 2Biopathology Laboratory, Xanthi General Hospital, Xanthi,, Xanthi, Greece, 3Department of Environmental Engineering, Democritus University of Thrace, Xanthi, Greece

Introduction: Bacteremia, sepsis, and septic shock are considered systemic infections (SI). Sepsis (sepsis 3) is life-threatening, characterised by multi-organ failure due to abnormal immune response, following severe infection. Septic shock, a subtype of sepsis is characterised by hemodynamic and metabolic disorders. SI are increasing worldwide and constitute a major cause of morbidity and mortality. In daily clinical practice, biomarkers are necessary for diagnosis and management of SI, such as hsCRP and procalcitonin (PCT), both widely studied and used. However, hsCRP lacks specificity. Over the last decade, PCT is essential for antibiotic stewardship. Nevertheless, PCT is expensive and requires an automated immunolology analyser. Therefore, PCT is not widely available. In SI and sepsis, alterations in neutrophils size and content are well established, but monocyte alterations have not been adequately studied. Monocytes are key contributors to immune response against infection. Monocyte Distribution Width (MDW) is an easily accessible marker derived from the Complete Blood Count (CBC). Recent studies have shown that monocytes size changes during infections, and MDW contributes to diagnosis.   The study aimed to determine hsCRP, PCT, and MDW in patients with SI or sepsis and compare them with patients without SI or sepsis.   Methods: 100 individuals admitted to a tertiary care hospital were studied. They were divided into two groups, depending on their PCT levels: 47 patients had median age 74 (17-93) years, 20 (42.55%) were male, had PCT<0.5 ng/ml and constituted Group A. 53 had median age 70 (44-94) years, 28 (52.83%) were male, had PCT>0.5 ng/ml and constituted Group B . They were also divided into two groups based on their admission. Individuals constituting Group C were admitted at the Internal Medicine Unit (IMU) and individuals constituting Group D were admitted at the Intensive Care Unit (ICU). Patients with hematological malignancies, solid tumors and women in pregnancy were excluded. CBC was determined on UniCell DXH800 (Beckman Coulter). PCT was determined on the immunology analyser UniCell DXI800 (Beckman Coulter) with enhanced chemiluminescence (CMIA). Finally, hsCRP was determined on Architect c1600 (Abbott). To compare MDW medians between groups, the SPSS® v. 29 and the non-parametric Mann-Whitney U test were used. The non-linear, Spearman’s rank correlation coefficient (ρ) was calculated between MDW and hsCRP and MDW and PCT. Level of statistical significance was set at p<0.05.   Results: The median MDW values are shown in Table 1. The correlations are shown in Table 2. (both in Figure 1).   Conclusions: Monocytes undergo morphological and functional changes in sepsis. The UniCell DXH800 hematology analyser uses VCS-360 technology to quantify monocytes morphological characteristics. MDW was found to be statistically significantly higher in patients with elevated PCT levels and in ICU patients. MDW correlates positively with PCT in all studied groups: as PCT increases, MDW increases, in contrast to hsCRP. Nevertheless, MDW can easily be determined in the context of performing a CBC on an hematology analyser, making it an economical, easy-to-use, rapid biomarker that is available everywhere, even in distant rural clinics.

P257
Comparison Of Complete Blood Count Between K3-Edta And Mgso4 Samples
Aurélie Védrenne1, Florence Habarou1, Tiffany Pascreau1,2, Marc Vasse1,2
1Biology Department, Foch Hospital, Suresnes, , France, 2UMRS-1176, INSERM, Le Kremlin-Bicêtre, , France

Introduction In EDTA-induced pseudothrombocytopenia, MgSO4-anticoagulated tubes are recommended for platelet counting, requiring the collection of an additional tube. The aim of this study was to analyse whether complete blood count (CBC) and differential performed on MgSO4-anticoagulated tubes were comparable to the results obtained on K3-EDTA samples, and to characterize the stability of the CBC over a 24-hour period. Methods In 355 patients in whom either EDTA-PCTP had been identified by the laboratory (n= 70), or in whom clinicians suspected EDTA-PCPT due to a previous positivity (n = 285) we compared CBC results obtained on K3-EDTA and MgSO4 anticoagulated tubes. In 33 cases, a differential was available for both anticoagulants. For 10 patients, samples were re-analysed 6, 12 and 24 hours after the first determination. CBC were performed on DxH800 analyzers (Beckman-Coulter) Results White blood cell (WBC) count was 7.4 G/L on K3-EDTA vs 7.1 G/L on MgSO4,haematocrit was 33.3 % on K3-EDTA vs 33.0 G/L on MgSO4, mean corpuscular volume (MCV) was 89.8 fL on K3-EDTA vs 89.3 fL on MgSO4, slightly but significantly(p <0.001)  lower in MgSOthan in K3-EDTA tubes. In contrast, mean corpuscular haemoglobin concentration (MCHC) was 33.9 g/L on K3-EDTA vs 34.1 g/L on MgSO4 anticoagulated tubes, slightly higher (p <0.001) on K3-EDTA samples. No significant differences were observed Red Blood Cell count, haemoglobin and for Mean Corpuscular Heamoglobin. Bland-Altman regression graphs indicated a mean negative bias of 0.17 x109/L for WBC, of 0.2 % for haematocrit, of 0.4 fL for MCV, a mean positive bias of 0.03 pg for mean corpuscular haemoglobin (MCH) level when MgSO4 were compared to K3-EDTA tubes. For the 285 patients without platelet clamps, platelet count was 150 G/L on K3-EDTA vs 151 G/L on MgSO4 samples (p = 0.001) and Mean Volume Platelet was 8.9 fL on K3-EDTA vs 8.0 fL on MgSO4-anticoagulated samples (p<0.001). For differential, cellular population data, corresponding to volume, conductivity and scatter of WBC showed a lower volume of neutrophils and monocytes onMgSO4 anticoagulated samples, and neutrophils counts were significantly lower on MgSO4 tubes in comparison to K3-EDTA (mean negative bias of 0.18 x109/L). The morphology of WBC was similar on both anticoagulants. During storage at room temperature, MCV and Red Distribution Width increased slightly but was more pronounced on K3-EDTA- than on MgSO4 tubes (figure). Conclusion CBC and differentials delivered by the DxH 800 of MgSO4-anticoagulated samples are similar to the results obtained using K3-EDTA with mean bias within the range of the test variability

P258
Development And Validation Of A Complete Blood Count Auto-Verification Model Based On A Large Language Model
Di Wang1, Pengzhen Chen2, Jianping Xiao2, Xiaosen Bian2, Xiaomei Zhang2, Haoqing Jiang1
1Department of Laboratory Medicine, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, , China, 2Hematology Product Development Department, Shenzhen Mindray Bio-Medical Electronics Co. Ltd, Shenzhen, , China

Background: Clinical laboratory testing generates large and complex data, including quantitative results, instrument flags, historical measurements, and morphological findings. Current verification relies on manual review or predefined rules, which are limited by efficiency constraints, inter-observer variability, and reduced performance in high-risk or complex scenarios. To address these challenges, we developed a domain-specific language model (CBC-LLM) for blood cell analysis, integrating multi-source laboratory data and clinical context to establish an intelligent verification system grounded in clinical reasoning. Methods: Using Qwen-14B as the base model, we developed a stepwise reasoning knowledge system aligned with the laboratory expert verification workflow and performed adaptive training using the expert preference optimization strategy. The model generated verification decisions based on CBC results and their consistency with the clinical context (whether they conformed to the expected changes related to disease course or treatment), thereby determining whether a case could be automatically released. A total of 107,626 CBC samples were included; 70% were used for fine-tuning training, and the remaining 30% served as the validation set. The manual verification conclusions from the expert committee were served as the reference standard for evaluating the verification performance of CBC-LLM. Results: In the training set, CBC-LLM achieved an automatic pass rate of 94%. Samples requiring manual review primarily included those with peripheral blood morphology indicating immature granulocytes or blast cells, as well as results inconsistent with expected changes related to disease progression or treatment in known diagnostic contexts, accompanied by morphological evidence of abnormal cells. False negatives accounted for 0.40%, predominantly in cases with abnormal red blood cells and in rare cases with extremely low proportions of immature cells. The validation set included 32,288 samples. Compared with traditional rule-based automated review, CBC-LLM increased the automatic pass rate from 75% to 93%. This improvement was mainly driven by samples with “numerical abnormalities consistent with the clinical diagnosis”: after incorporating clinical context, the system judged the results to be compatible with the underlying disease state or treatment-phase changes and therefore approved them. The false-negative rate was 0.54%, with a case composition similar to the training set. Conclusions: LLM–based auto-verification can substantially increase the proportion of automatically released CBC samples without obvious clinical safety concerns, thereby reducing the workload of laboratory physicians and improving workflow efficiency compared with traditional rule-based verification.

P259
Implementation Of Digital Morphology Analyzer In Hematology Diagnostics: Evaluation Of Workflow Efficiency And Diagnostic Accuracy
Marina N. Zenina1,3, Natalija Y. Chernysh2
1Russian Research Institute of Hematology and Transfusiology Federal State Budgetary Institution of Higher Education, St.Petersburg, Russia, 2Federal state budgetary institution , St.Petersburg, Russia, 3North-Western State Medical University named after I.I. Mechnikov, St.Petersburg, Russia

Introduction: Peripheral blood analysis is performed using two primary methods: manual (visual microscopic counting of stained blood smear leukocytes) and automated (quantitative cell analysis). The integration of digital microscopy into laboratory diagnostics offers high resolution and quantitative image analysis, promising enhanced objectivity and reproducibility. However, alongside these advantages, digital microscopy introduces new challenges related to data validation, ensuring its concordance with the clinical picture and supplementary diagnostic methods. In this context, validation becomes a critical element guaranteeing the reliability and accuracy of morphological studies. This study aimed to assess the feasibility of digital microscopy for morphological diagnosis in hematological diseases. Methods: 117 blood samples were analyzed, including 65 from hematology patients and 52 from individuals with results within the hematology analyzer's reference range. Samples were collected using vacuum systems from venous blood. The study employed the Mindray CAL 6000 cellular analysis system, comprising the Mindray BC-6200 hematology analyzer, the SC-120 automatic slide preparation and staining station, and a digital microscope MC-80 with software for blood cell morphological assessment, digital image generation, and cell classification (both normal and pathological). Results were transferred to the LabXpert software at laboratory physician workstations. The system's pre-classification performance was compared against the consensus findings of two expert morphologists. Results: Cohen's kappa coefficient indicated almost perfect agreement (0.99) between the experts. Diagnostic sensitivity (Se) and specificity (Sp) were used to evaluate cell recognition quality. In cases without detected pathology, physician validation took 2.4 ± 0.32 minutes per sample, 7.0 ± 3.50 minutes shorter than manual microscopy, including the review of analyzer parameters and scattergrams. The system demonstrated high efficacy (Se=95.3±5.0%; Sp=90.6±4.0%). For samples with identified pathology, validation required 3.4 ± 0.52 minutes, 10,0± 3.52 minutes shorter than manual microscopy. Here, recognition efficacy remained high, with sensitivity exceeding specificity, necessitating mandatory expert validation given the high diagnostic significance of differential counts (Se=96.3±5.0%; Sp=90.6±6.0%). Implementing digital microscopy reduced the need for manual light microscopy differential counts from 68% to just 2% of all samples. Images of pathological cells were archived for therapy monitoring, specialist training, and quality control. Conclusions: The presented integrated approach, combining automated blood analysis with digital morphological assessment, ensures high throughput, accuracy, and diagnostic objectivity. The adoption of digital microscopy represents a significant step forward in improving the diagnosis of hematological disorders.

P260
Particle Point Cloud Vs. Static Images From Wbc Scattergrams: Performance In Ai-Driven Apl Screening
Guoqing Zhu1, Min Xiao2, Zhangsong Yan1, Liyan Cui3
1Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China, 2Tongji Hospital Affiliated to Tongji Medical College of Huazhong University of Science & Technology, Wuhan, China, 3Peking University Third Hospital, Beijing, China

Background: White blood cell differential scattergrams from hematology analyzers capture morphological features used for disease screening. Recent studies have demonstrated the feasibility of AI-based acute promyelocytic leukemia (APL) screening using static images of scattergrams (side scatter light, SSC versus side scatter fluorescence, SFL axes). However, the generalizability across different analyzer platforms remains unclear. Moreover, scattergrams originate from point cloud data, and compression into static images may lose subtle spatial features among cell subpopulations, potentially affecting model performance - a gap not previously investigated. This study compares APL screening models built on WBC scattergram point cloud versus static image data to propose a new screening paradigm. Method: This multicenter retrospective study enrolled 646 patients from three hospitals (October 2024 to October 2025), including 68 APL, 266 non-APL AML, 186 other leukemias, and 126 lymphoma cases. Using the Dymind DH‑800 serial hematology analyzer, both particle point cloud and corresponding static images were collected. Independent convolutional neural network (CNN) models were constructed for each dataset using identical architecture (ResNet-50) and training strategy (five-fold cross-validation, Adam optimizer). Performance was evaluated by AUC, sensitivity, and specificity on an independent validation set, quantitatively assessing advantages of particle point cloud over static images. Results:This study systematically compared AI models constructed based on WBC scattergrams particle point cloud data versus compressed static image data, evaluating their performance differences in APL screening. In an independent validation set (12 APL patients, 40 non-APL patients), both models demonstrated excellent screening efficacy: the point cloud model achieved an area under the receiver operating characteristic curve (AUC) of 0.947, while the static image model achieved an AUC of 0.927, with both models attaining a sensitivity of 82.4%. However, the point cloud model exhibited significant advantages in specificity, reaching 96.9%, which was markedly higher than the static image model's specificity of 86.4%. Conclusion: This first comparative analysis of WBC scattergram point cloud versus static image data in AI-driven APL screening confirms that raw coordinates better preserve spatial information, enhancing APL screening efficacy. This paradigm provides an optimal technical pathway for APL early screening and can be extended to other hematological diseases, promoting a shift from traditional morphological observation to data-driven precision screening.

P261
A Novel Ipf&Ndash;Neutrophil Composite Score For Early Detection Of Culture-Positive Sepsis: A High-Accuracy Clinical Tool
Razan Hayati Zulkeflee1,2, Rosline Hassan1,2, Swee Jin Tan3, Ying Xian Lee3, Mohd Zulfakar Mazlan4, Sook Fong Ho5, Wan Nor Arifin 6
1Department of Haematology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, , Kelantan, Malaysia, 2Transfusion Medicine Unit, Hospital Universiti Sains Malaysia, Kubang Kerian 16150, , Kelantan, Malaysia, 3Sysmex Asia Pacific Pte Ltd.,528735, Singapore , Singapore, 4Department of Anaesthesiology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, , Kelantan, Malaysia, 5Hospital Port Dickson, KM 11, Jalan Pantai, 71050 Sirusa Port Dickson, , Negeri Sembilan, Malaysia, 6Biostatistics and Research Methodology Unit, School of Medical Sciences, Universiti Sains Malaysia, , Kelantan, Malaysia

Introduction: Sepsis is often suspected in ICU patients, but confirming it microbiologically is challenging since cultures may take up to 5 days to show positivity. This often leads to unnecessary empiric antibiotics or delayed targeted therapy. To support early infection detection, we developed a simple composite IPF-Neutrophil score: (2 × IPF) + (2 × NEUTRI) + NEWZ and evaluated its performance against procalcitonin (PCT), C-reactive protein (CRP), and blood culture results. Methods: A total of 99 ICU patients with suspected infection were recruited. Hematological parameters, including extended white blood cell indices, were measured using the Sysmex XN-1000. Additional biomarkers such as ICIS parameters, CRP, PCT, interleukin-6, and blood cultures were also obtained. Diagnostic performance of the composite IPF-Neutrophil score was assessed using ROC analysis, with sensitivity, specificity, and optimal cut-off determined via the Youden Index. Results: Among these patients, 40.4%,36.4%, and 23.2% were culture-positive, culture-negative but clinically diagnosed as sepsis, and non-sepsis based on integrated SOFA scoring, respectively.The newly developed composite IPF-Neutrophil score demonstrated excellent diagnostic accuracy, with an AUC of 0.902 (95% CI: 0.824–0.979, p <0.001). The optimal cut-off demonstrated a strong ability to discriminate between sepsis and non-sepsis cases, showing high sensitivity and specificity. Conclusions: This novel composite IPF–Neutrophilscoring based formula, which can be obtained routinely without additional blood sampling, shows substantial promise as a rapid and automated biomarker for early sepsis detection. 

P262
Lupus Anticoagulant-Hypoprothrombinemia Syndrome: Comparing Different Clinical Courses In Children And Adults
Maryam Al-Saaidi1, Asma Al-Jahwari2, Murtadha Al-Khabori3, Maryam Al-Bakri3, Bader Al-Rawahi2, Nawal Al-Mashaikhi 4, Karima Al-Falahi2
1Oman Medical Specialty Board, Muscat, , Oman, 2Haematology Department, Sultan Qaboos University Hospital, University Medical City, Muscat, , Oman, 3Haematology Department, College of Medicine and Health Sciences, Sultan Qaboos University, Muscst, , Oman, 4Child Health Department, Sultan Qaboos University Hospital, University Medical City, Muscat, , Oman

     Introduction   Lupus anticoagulant–hypoprothrombinemia syndrome (LAHPS) is a rare autoimmune coagulopathy marked by acquired factor II deficiency with lupus anticoagulant (1). About 100 cases are reported (2). Non-neutralizing anti-prothrombin antibodies cause bleeding, yet antiphospholipid antibodies predispose to thrombosis (3).    Research Methodology    This retrospective case report of two patients with LAHPS.  Clinical and laboratory data were obtained from the hospital information system after informed consent.   Results   The first case involves a 4-year-old girl who presented with persistent epistaxis, bruising, and joint pain following an upper respiratory tract infection. She has a family history of systemic lupus erythematosus (SLE). Clinical examination revealed multiple bruises without organomegaly or lymphadenopathy. Laboratory tests showed prolonged PT and aPTT. Mixing studies did not correct the clotting times and further prolonged the aPTT, indicating a strong inhibitor effect. Coagulation factor assays confirmed an isolated FII deficiency (activity: 19%) with a consistent pattern on the multiple dilution analysis (MDA), while other factors (FIX, FXI, FXII) exhibited non-parallelism, suggesting an underlying non-specific inhibitor. Lupus anticoagulant (LA) testing via both aPTT and dRVVT was strongly positive, whereas antiphospholipid antibodies, ANA, and ENA were negative. These findings confirmed a diagnosis of LAHPS. Bleeding was managed successfully using supportive therapy, including FFP transfusion. Follow-up testing at 12 weeks showed normalization of coagulation parameters and factor II activity, indicating a transient, infection-related LAHPS that resolved spontaneously.    The second case is a 46-year-old man with a remote history of unprovoked deep vein thrombosis (DVT) who presented with postoperative bleeding after septoplasty. Bleeding was managed with FFP and surgical evacuation. Tests showed prolonged PT and aPTT, an inhibitor pattern on mixing studies, significantly reduced factor II activity (17%), strong lupus anticoagulant positivity, elevated anti-β2 glycoprotein I IgG and anti-cardiolipin antibody IgG, and positive ANA and ENA. These findings persisted for 12 weeks, confirming a diagnosis of SLE-associated LAHPS. He was treated with aspirin, rituximab, azathioprine, and hydroxychloroquine. However, despite immunosuppressive treatment, no significant laboratory improvement was seen.    CONCLUSIONS   These two cases demonstrate the marked heterogeneity of LAHPS, ranging from self-resolving disease in childhood to persistent, treatment-resistant autoimmune disease in adulthood. Recognition of high-risk laboratory features, especially strong lupus anticoagulant positivity with PT prolongation, is vital to prevent serious bleeding and thrombotic complications. Reporting such cases is essential to enhance understanding of LAHPS and to aid in the development of standardized diagnostic and treatment guidelines.   

P264
Assessing The Stability Of Routine Coagulation Assays In Citrated Plasma From Healthy Volunteers Over A 24-Hour Period At Room Temperature Using Three Different Blood Collection Tubes.
Lee Beckett1, Emma Broomhead1, Jackie Dobson-Storr1, Anne Sermon-Cadd1, Kieron Hickey2
1Laboratory Medicine, Department of Coagulation, Northern General Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom, 2Laboratory Medicine, Department of Coagulation, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom

This study evaluated the stability of routine coagulation assays in citrated plasma from healthy volunteers over a 24-hour period at room temperature using three different blood collection tubes. As part of the South Yorkshire and Bassetlaw Pathology (SYBP) programme to align pathology services, Pathology Network North 6 will undertake a full tender process to replace laboratory instrumentation, alongside a separate tender for blood specimen collection tubes. The majority of specimen tubes used in UK laboratories are supplied by Sarstedt AG & Co (Germany), Greiner Bio-One Ltd (Austria), and Becton-Dickinson (USA). BD and Sarstedt tubes are currently in use across the network; however, as Greiner Bio-One is expected to submit a tender, it was included in this evaluation. The aim of the study was to assess the stability of routine coagulation tests in citrated plasma collected into each tube type when analysed on Sysmex CN6000 analysers over 24 hours at room temperature. The study was conducted prior to tender award to provide objective performance data to support tube selection, recognising that cost may also influence the final decision. Tests performed were Prothrombin Time (PT), Activated Partial Thromboplastin Time (APTT), thrombin time (TT), Clauss fibrinogen (FBGC), derived fibrinogen (FBGD), and D-dimer (DDIM), as these represent the most frequently performed routine coagulation tests across the network. Blood samples were collected from 10 healthy volunteers. For each tube type, five samples per volunteer were obtained to represent baseline (0 hours), 4, 6, 12, and 24 hours. Approximately 45 mL of blood was collected per volunteer; therefore, samples were not drawn at a single time point. Collections were performed on non-consecutive days, but for each tube type all time points were collected concurrently. Samples were centrifuged for 10 minutes at 3500 rpm and analysed in duplicate. BD tubes remained capped during testing, while Greiner and Sarstedt tubes were uncapped. Samples were stored uncentrifuged at room temperature until the relevant time point. Percentage differences from baseline increased over time for all tube types. APTT showed the greatest deviation, particularly between 12 and 24 hours. All tests demonstrated <5% change except APTT and thrombin time in Sarstedt tubes. Using a minimum permissible difference of 10%, all tube types showed acceptable stability over 24 hours except APTT in BD and Greiner Bio-One tubes, which showed a 17% change at 24 hours.   Our current practice allows the lab to receipt and test samples that are up to 6 hrs old for testing. This data indicates whole blood samples are stable for up to 12 hours with minimal change in APTT. 

P265
Initial Diagnosis Of Von Willebrand Disease In A 41-Year-Old Woman With Chronic Iron Deficiency
Sofia K. Chaniotaki1, Eirini Manoli1, Anna Kalogianni1, Nikolaos J. Tsagarakis1, Ioulia Chaliori1, Charikleia Vlachou2, Anna Kouraba3, Dimitrios Liakopoulos1, Eleni Bortzari1, Maria Siarkou1, Christina Karela4, Stefanos J. Papadhimitriou1, Vasiliki Gountzouni1, Andria Yiaskouri1, Vasiliki Zina2, Veroniki Komninaka1
1Laboratory Haematology, “Georgios Gennimatas” General Hospital , Athens, Greece, 2Haematology Clinic, “Georgios Gennimatas” General Hospital , Athens, Greece, 3National Bleeding Disorders’ Center, “Laiko” General Hospital , Athens, Greece, 4Department of Laboratory Immunology, “Georgios Gennimatas” General Hospital, Athens, Greece

Introduction: Von Willebrand factor (VWF) is a large multimeric plasma glycoprotein secreted by vascular endothelial cells and platelets and is a fundamental component of the hemostatic process, being essential for platelet adhesion and factor VIII (FVIII) transport. Deficiency or dysfunction of VWF leads to platelet dysfunction and mucocutaneous bleeding, a condition known as von Willebrand disease (VWD). VWD is one of the most common inherited bleeding disorders, affecting approximately 1% of the population; however, it is clinically significant in only about 1 in 10,000 individuals. Therefore, its diagnosis or exclusion is crucial in patients with unexplained bleeding tendencies. Methods: We report the case of a 41-year-old woman with chronic iron deficiency attributed to menstrual blood loss (MBL). Coagulation and clotting factor assays were performed using ACL-TOP 750 analyzers (Instrumentation Laboratory, Werfen), and platelet function testing was conducted with the PFA-200 system (Siemens Healthineers). Complete blood count (CBC) analysis was performed using DXH-800 (Beckman-Coulter) and Sysmex XN-1000 (Roche-Hellas) analyzers. Results: The patient reported menorrhagia since a young age, with menstruation lasting 9–12 days. She was not receiving anticoagulants and did not report bleeding from other mucous membranes or excessive bleeding following trauma. At the age of 38, an extensive evaluation (CBC, PT, APTT, fibrinogen, biochemical and hormonal testing, gynecological examination, ultrasound imaging of the internal genital organs and upper and lower abdomen) revealed no pathological findings. Subsequently, she was treated conservatively with oral iron supplementation and three courses of intravenous iron. At the age of 41, she was admitted to the General Hospital of Athens “G. Gennimatas” due to worsening menorrhagia, with menstrual bleeding (15 days). Among others, the PFA-200 system showed abnormal results. Further testing revealed reduced VWF-antigen levels (21.7%; reference range 40–160%), markedly decreased VWF-activity (7.2%; reference range 40–160%), and FVIII levels: 44.1% (reference range 50–150%). These findings were consistent with mild type-II VWD. The patient was subsequently referred to the National Bleeding Disorders’ Center at “Laiko” General Hospital of Athens, where the diagnosis was confirmed and an individualized management plan was initiated. Conclusions: Mild type-II VWD may remain undiagnosed until adulthood, particularly in the absence of severe bleeding manifestations (e.g. epistaxis, easy bruising). Routine coagulation testing alone is insufficient for its detection. In the evaluation of chronic iron deficiency and menorrhagia, thorough medical history taking, close collaboration between clinicians and laboratory physicians, and heightened clinical awareness for timely referral to specialized haematology laboratories are essential.

P266
Method Comparison Of Hemosil Protein S Activity Assay Compared To Cryocheck Clot S And Hemosil Free Protein S For The Diagnosis Of Protein S Deficiency.
Emily Erskine, Thomas Pitchford, Kieron Hickey
Haemostasis Department, South Yorkshire and Bassetlaw Pathology,   Royal Hallamshire Hospital, Sheffield , United Kingdom

Introduction Hereditary Protein S deficiency increases the risk of venous thrombosis, a serious and potentially fatal condition, with a reported increased relative risk of first VTE of 5-10-fold. Type I and III quantitative defects are most frequent and are commonly tested for using determinations of free protein S antigen. Qualitative type II defects are rare, clot-based protein S activity assays can be utilised to aid in the diagnosis of type II deficiencies. The BSH guidelines (2020) do not recommend the use of protein S activity routinely, however they recognise that protein S activity may add value for subtyping or unexplained thrombophilia due to type II Protein S deficiency. Our current Protein S activity kit CRYOcheck Clot S was discontinued, we have therefore performed a method comparison to evaluate the HemosIL Protein S Activity kit.  Method Residual Plasma (0.109M citrate BD Vacutainer bottle, double centrifuged at 1700g for 10 minutes, plasma stored at -800C) from 30 patients was tested on the Werfen ACL TOP 700 using HemosIL Protein S Activity (Werfen, UK) and CRYOcheck Clot S (Precision BioLogic, Canada). The samples were also previously analysed using the HemosIL Free Protein S (Werfen, UK), as comparable Protein S levels might be expected when comparing Protein S activity and Protein S antigen in patients without a type II (qualitative) Protein S deficiency. Calibration was performed before each run of testing for CRYOcheck Clot S and HemosIL Protein S activity using 5th SSC calibration material.  The HemosIL Protein S activity kit was further examined by testing normal (n=10) and abnormal (n=10) samples to determine in run precision, and normal males (n=15) and normal females (n=15) to determine if gender specific reference intervals (RI) are required. Results  See table. Conclusion  The HemosIL Protein S activity showed good within run precision.  We saw gender specific differences in the Werfen assay requiring application of genders specific RI. The CRYOcheck Clot S and HemosIL Protein S activity showed reasonable comparability, giving us confidence to implement the HemosIL Protein S activity kit for patient testing. Expected comparability between HemosIL Free Protein S and both Protein S activity kits was not demonstrated. The differences between HemosIL Free protein S and both CRYOcheck Clot S & HemosIL Protein S activity demonstrate the difficulty in introducing S activity assays for routine use.  

P267
Evaluation Of The Enhanced Hil Function Of The Sysmex Automated Blood Coagulation Analyser Cn&Trade;-700: Precision Assessment And Comparative Analysis With The Sysmex Automated Blood Coagulation Analyser Cn&Trade;-6000
Kevin Horner 1, Kerensa Leeson 1, Irfan Patel 2, Seigo Munehisa 3, Sakayori Tasuku 3, Matsuno Eriko3, Kieron Hickey1, Steve Kitchen1
1Haemostasis Department, South Yorkshire and Bassetlaw Pathology, Royal Hallamshire Hospital, Sheffield, United Kingdom, 2Sysmex UK Ltd, Milton Keynes, United Kingdom, 3Sysmex Corporation, Kobe, Japan

Introduction Haemolysis, icterus and lipaemia (HIL) can disrupt haemostasis assays, causing unreliable results. Accurate measurement of these indices is crucial for assessing sample quality. The CN-700 (Sysmex Corporation, Japan), a new compact coagulation analyser, features an enhanced HIL measurement system that performs sample dilution with improved linearity compared to earlier models Methods Escalating concentrations of each HIL were created by spiking increasing amounts of freeze-thawed erythrocyte lysate for haemolysis, Interference Check A Plus for icterus, and Intralipid for lipaemia, to normal pooled plasma. Measurement precision for each HIL index was assessed running four replicate Prothrombin Time’s (Innovin, Sysmex, Hamburg, Germany), over five days. Method comparison was conducted between the CN-700 and Sysmex CN-6000 using a minimum of 50 clinical samples per HIL index, covering a wide range of values. Additionally, haemolysed plasmas were analysed for haemoglobin using a Sysmex XN-10, icteric plasma for conjugated and unconjugated bilirubin, and lipemic plasmas for cholesterol and triglycerides using a Cobas 8000 (Roche Diagnostics, Mannheim, Germany). Results Precision results are summarised in figure 1a. Results within one-level deviation were considered acceptable. Precision for haemolysis and lipaemia met the benchmark. Icterus showed two-level deviations at two concentrations. At 3.7g/dL index results included two level 0, seventeen level 1, and one level 2; while at 13.7mg/dL, index results included one level 4, eighteen level 5, and one level 6. Method comparison revealed good correlation for the H-index, with results marked as asterisks on the CN-6000 corresponding to levels 5 to 9 on the CN-700 (Figure 1b). I-index demonstrated lower correlation; level 0 results on the CN-700 related to levels 1–2 and occasionally an asterisk on the CN-6000. Conversely, level 1 on the CN-700 matched levels 1–4 or an asterisk on the CN-6000. L-index showed a strong correlation with the CN-6000; results previously at level 5 are represented within levels 5 to 9, due to the extended measurement range. Comparative analysis of haematology and chemistry values showed that the CN-700 had better linearity for plasma haemoglobin (Figure 1c), total bilirubin and triglycerides. The I-index also correlated more closely with total bilirubin: no results were flagged below 330 µmol/L, whereas the CN-6000 flagged samples with bilirubin as low as 3.3 µmol/L. Conclusions The evaluation confirmed robust precision and correlation with the CN-6000. The H-index and L-index provided consistent results with an extended measurement range, while the I-index demonstrated enhanced precision and significant measurement range increases.

P268
Impact Of In Vitro Activated Coagulation As A Pre-Analytical Error On Coagulation And Fibrinolysis Test Results
Akiyo Kawamoto1, Eri Adachi1, Keisuke Nishi1, Takeshi Suzuki1, Nobuo Arai1, Hiroshi Kurono1, Kaho Kurashima2,3, Itsuko Sato3, Tomoya Fukuoka3,4, Ruri Kono2,3, Kohei Morimoto2, Yoshinori Nakamura2, Yoshiharu Miyata2,5, Takamitsu Imanishi3, Yoshihiko Yano3, Hiroshi Matsuoka2
1Sysmex Corporation, Kobe, Hyogo, Japan, 2Kobe University Hospital Bioresource Center, Kobe, Hyogo, Japan, 3Department of Clinical Laboratory, Kobe University Hospital, Kobe, Hyogo, Japan, 4Department of Clinical Laboratory Science, Tenri University, Tenri, Nara, Japan, 5Department of Artificial Intelligence and Digital Health Science, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan

Introduction
Coagulation and fibrinolysis testing is essential for evaluating hemostatic function, identifying bleeding or thrombotic tendencies, and monitoring therapeutic efficacy. However, pre-analytical errors related to blood collection are common, and specimens with in vitro activated coagulation are particularly challenging to detect by visual inspection at sample receipt. Such specimens may lead to results that do not accurately reflect the patient’s clinical condition, requiring re-collection. Nevertheless, standardized indicators for determining in vitro activated coagulation and evidence regarding its impact on individual test parameters remain insufficient. Therefore, this study aimed to assess the impact and associations of in vitro activated coagulation on various coagulation and fibrinolysis test results.

Methods
We analyzed 145 sample pairs from cases at Kobe University Hospital in which in vitro activated coagulation was suspected and re-collection was deemed necessary. In vitro activated coagulation was suspected based on one or more of the following: (1) clot detection during visual inspection at sample receipt, (2) a suspected clot in a simultaneously collected EDTA sample, (3) abnormal test results, such as deviations from previous values, shortened APTT, or instrument errors, or (4) a clot observed in the buffy coat after analysis. Plasma from both suspected and re-collected samples was frozen within 4 hours of arrival and stored at -80°C. Measurements were performed using the Automated Blood Coagulation Analyzer CN-6500 and the Automated Immunoassay System HISCL-5000 (Sysmex). The following parameters were assessed: APTT, PT, Fibrinogen, FDP, D-dimer, FMC, F1+2, TAT, PIC, and tPAI-C. Results from suspected samples were compared with those from re-collected samples to evaluate the impact of in vitro activated coagulation.

Results
Comparison between suspected in vitro activated coagulation samples and re-collected samples revealed significant differences in all parameters except PT. Most suspected samples showed shortened APTT, elevated TAT, FMC, FDP, D-dimer, and PIC, as well as decreased fibrinogen. Notably, TAT and FMC exhibited marked increases in most  suspected in vitro activated coagulation samples. Furthermore, a correlation was observed between elevated D-dimer and PIC levels.

Conclusions
Specimens with in vitro activated coagulation demonstrated enhanced coagulation, and some also showed enhanced fibrinolysis. Additionally, some specimens exhibited considerable variability in results. Measurement of molecular markers of coagulation and fibrinolysis, such as TAT, FMC, and PIC, may be useful for detecting in vitro activated coagulation. Even when visible clots are absent at sample receipt, comprehensive interpretation of test results within clinical context is essential to consider the possibility of in vitro activated coagulation.

P269
Performance Evaluation Of Revohem&Trade; At Lrt Reagent And Improved On-Board Stability Achieved With A New Evaporation‑Preventing Reagent Rack
Masafumi Kimura1, Kaori Otake1, Sho Shinohara2, Emeline Ronciere2, Claire Dunois2, Takeshi Suzuki1
1Sysmex Corporation, Kobe, , Japan, 2Hyphen BioMed, Neuville-sur-Oise, , France

Introduction
Antithrombin (AT) activity measurement is crucial for diagnosis and treatment management of coagulation disorders, such as AT deficiency and disseminated intravascular coagulation. AT measurement is performed less frequently than routine coagulation assays, and liquid AT reagents are more prone to evaporation, which may reduce on-board stability. A newly developed evaporation‑preventing reagent rack for an automated coagulation analyzer CN-6000 (Sysmex, Japan) is designed to improve reagent stability during on-board storage.
This study aimed to evaluate the analytical performance linearity and precision of Revohem™ AT LRT (Hyphen BioMed, France), a liquid antithrombin reagentcontaining human FXa, as well as to assess its on-board stability on CN-6000, with and without the evaporation-preventing reagent rack.  
Methods
The performance of Revohem™ AT LRT was evaluated with CN-6000. Linearity was assessed using one reagent lot. Precision was evaluated according to CLSI EP05‑A3 guidelines with three control samples. On-board stability was tested using 3.0 mL and 7.5 mL reagent vials, with and without evaporation‑preventing reagent racks. Control plasma was measured to Day 10 (3.0 mL) or to Day 14 (7.5 mL). Acceptance criteria were ±15% (relative) for normal control plasma and ±20% (relative) for abnormal control plasma.
Results
Linearity was demonstrated up to 210.1%, and sufficient sensitivity for detecting low activity was confirmed.  Within-laboratory precision showed coefficient of variation (CV%) values of 2.8% (normal), 6.1% (abnormal), and 9.5% (frozen sample). On-board stability was substantially improved with evaporation-preventing racks: the measured relative difference (%) remained within acceptance criteria for both 3.0 mL and 7.5 mL vials when racks were used, but exceeded criteria without racks.  
Conclusion
The liquid antithrombin reagent demonstrated satisfactory linearity and precision. The evaporation‑preventing reagent rack on the CN‑6000 significantly enhanced on-board stability, maintaining acceptable performance for up to 10 days (3.0 mL) and up to 14 days (7.5 mL). This rack is a practical and effective solution for improving the stability and reliability of liquid antithrombin assays in clinical laboratories.

P270
Impact Of Direct Factor Xa Inhibitors On Factor Viii Inhibitor Assays
Piotr Kuta, Anne-Marie Breicher, Sarah Schultz, Thomas Renné
Institute of Clinical Chemistry and Laboratory Medicine, Center for Diagnostics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany

Introduction: Antibodies directed against coagulation factor VIII (FVIII) occur in both congenital and acquired hemophilia A and typically neutralize FVIII procoagulant activity.The Bethesda and Nijmegen-modified Bethesda assays to monitor congenital or acquired hemophilia A patients are based on measurement of residual FVIII activity after incubation of patient plasma with normal plasma, using either a chromogenic substrate assay (CSA) or a one-stage clotting assay (OSCA). Both methods are susceptible to interference from direct oral anticoagulants (DOACs). Failure to recognize the presence of direct factor Xa inhibitors (DFXaIs) e.g. apixaban may lead to false-positive inhibitor results, erroneously suggesting persistence of FVIII inhibitors in patients receiving oral anticoagulation. Here, we investigated the interference of DFXaIs with Bethesda assays used for the diagnosis of FVIII inhibitors. Methods: Plasma calibrators containing apixaban were serially diluted to achieve different therapeutic drug concentrations. FVIII inhibitor activity was measured using CSA- and OSCA-based Nijmegen-modified Bethesda assays, respectively. In addition, plasma samples from non-hemophilic patients with non-valvular atrial fibrillation or venous thromboembolism receiving apixaban were analyzed. These plasma samples contained varying levels of apixaban, and FVIII inhibitor testing was performed with and without activated charcoal–based DOAC removal (DR) to evaluate DFXaI interference. All calibrator samples and plasma samples from non-hemophilic patients receiving DFXaIs were subjected to heat treatment (56 °C for 90 min) to reduce FVIII activity to <1%. Results: Apixaban caused concentration-dependent false-positive FVIII inhibitor results (>0.5 Nijmegen–Bethesda units [NBU]/mL) in CSA-based assays, whereas inhibitor results remained consistently negative in OSCA-based assays until very high apixaban concentrations were reached (Figure 1). Consistently, samples from patients anticoagulated with apixaban and exhibiting moderate to high drug levels showed false-positive FVIII inhibitor activity in CSA-based assays and, to a lesser extent, in OSCA-based assays (Figure 2). Following treatment with activated charcoal (DOAC-Remove®), FVIII inhibitors were no longer detectable in either assay. DFXaI levels below the limit of detection (<20 ng/mL) confirmed successful removal of the assay-interfering drug. ELISA assays confirmed the absence of FVIII inhibitors in samples with >0.5 NBU/mL prior to DOAC removal. Conclusion: Erroneous detection of FVIII inhibitors due to DFXaI interference may lead to misdiagnosis or inappropriate clinical decisions. Although anti-FVIII ELISA may serve as an adjunct or alternative to Bethesda assays when DOAC interference is suspected, false-positive ELISA results can occur in unaffected individuals. Therefore, activated charcoal–based DOAC removal reagents, such as DOAC-Remove® or DOAC-Stop®, represent practical and effective approaches to mitigate DFXaI interference in Nijmegen-modified Bethesda assays.

P271
Development And Validation Of A Hybrid Ai Expert System For Coagulation Analysis: Integrating Rule-Based Logic With Generative Ai For Intelligent Interpretation
Guangjian Liu1, Lanli Zhang1, Tian Lin1, Tong Tian1, Cheng Qian2, Ziling Huo2
1Dymind Biotechnology Co., Ltd, Shenzhen, China, 2Dymuna Corp, Davie, FL, United States

Introduction: Coagulation diagnostics play a crucial role in clinical decision-making but involve complex multivariate interactions that are challenging to interpret in isolation. Conventional laboratory reports often provide fragmented data without synthesizing cross-parameter relationships or longitudinal trends, thereby limiting their value for holistic patient assessment. To bridge the gap between raw data and actionable clinical insight, this study aims to develop an Intelligent Coagulation Expert System (ICES). We propose a hybrid framework that integrates a domain-specific Knowledge Graph (KG) with a Large Language Model (LLM) to automate clinical reporting and minimize AI hallucinations through grounded medical logic.   Methods: The ICES was integrated with the Laboratory Information System (LIS) and automated coagulation analyzers (from Dymind) through a secure intranet interface. The core innovation lies in a "Dual-Engine" hybrid architecture: Constraint & Accuracy Engine: A standardized Coagulation Knowledge Graph (KG) is constructed to encode clinical guidelines, biomarker-combination logic, and drug-interference rules. This architecture ensures strict medical accuracy in the interpretation of coagulation results. Generation & Flexibility Engine: A medically fine-tuned LLM utilizes the structured outputs from the KG as prompts. It generates natural language narratives and performs context-aware reasoning, addressing the rigidity of traditional rule-based systems.
In addition, the system incorporates Delta Check algorithms and time-series analysis to monitor longitudinal dynamics and flag significant deviations.     Results: Preliminary validation was conducted on 50 distinct clinical scenarios covering common coagulopathies as well as anticoagulant monitoring cases. The ICES demonstrates a high concordance rate with senior hematologists in diagnostic conclusions, with an overall concordance accuracy of 90% across the 50 evaluated cases. Importantly, the hybrid model effectively reduced the hallucination risk associated with standalone LLMs by grounding its outputs in the Knowledge Graph, while markedly outperforming templatebased reports in semantic coherence, readability, and personalized contextualization. Quantitatively, the clinically relevant hallucination rate on key diagnostic interpretation tasks was reduced by approximately 13.53% compared with a standalone LLM baseline, as judged against reference laboratory values and guideline criteria. In evaluations where responses were scored for evidence grounding, the proportion of interpretations anchored to verifiable sources or graph nodes exceeded 80%, reflecting strong alignment with trusted medical knowledge.   Conclusion: The proposed expert system effectively reconciles the determinism of knowledge-based logic with the generative flexibility of AI. It offers a robust and interpretable solution for coagulation reporting, enhancing both diagnostic efficiency and quality management. Future work will involve multi-center validation to further quantify its impact on clinical outcomes.

P272
Comparison Of Protein C Activity And Free Protein S Antigen Measured On The Cs-2500 And Bcs Xp Coagulation Analyzers
Marija Milic1,2, Ksenija Paradinovic1, Jasna Stanfel3
1Clinical Institute of Laboratory Diagnostics, University Hospital Centre Osijek, Osijek, , Croatia, 2Faculty of Medicine Osijek, JJ Strossmayer University of Osijek, Osijek, , Croatia, 3Medical-Biochemical Laboratory, Health Center for Osijek-Baranya County, Osijek, , Croatia

INTRODUCTION Protein C (PC) and free protein S (FPS) levels are essential for the diagnosis of thrombophilia. These parameters can be measured on the widely used Sysmex CS-2500 and Siemens BCS XP coagulation analyzers. The aim of this study was to compare PC and FPS results obtained on the Sysmex CS-2500 and Siemens BCS XP coagulation analyzers using the same reagents. METHODS All analyses were performed using fresh plasma leftovers from routine coagulation laboratory testing. Plasma was obtained by centrifugation of whole blood collected in evacuated tubes containing 3.2% sodium citrate (Becton Dickinson) for 15 minutes at 1500g. PC activity was measured using the Berichrom Protein C reagent, and FPS antigen was measured using the Innovance Free PS Ag reagent (both Siemens Healthcare Diagnostics). Both assays were performed on the Sysmex CS-2500 and Siemens BCS XP coagulation analyzers according to the manufacturer’s instructions. Standard Human Plasma (Siemens Healthcare Diagnostics) was used for calibration. RESULTS Bland–Altman analysis showed a mean bias of 2.1 for PC and −6.5 for FPS. Bland–Altman analysis for PC showed a small mean bias and narrow limits of agreement across the observed concentration range, indicating good agreement between the two analyzers. For FPS, Bland–Altman analysis revealed a proportional bias with a negative trend. Although agreement was not uniform across the entire measurement range, agreement in the lower concentration range, which is clinically most relevant for thrombophilia assessment, was good. Passing–Bablok regression demonstrated good agreement between the two analyzers: PC: y = −6.08 + 1.04x (95% CI intercept −13.77 to 0.76; slope 0.98–1.10) FPS: y = −7.94 + 1.18x (95% CI intercept −10.11 to −5.61; slope 1.15–1.22) CONCLUSIONS Agreement between PC and FPS assay results obtained on the BCS XP and CS-2500 analyzers was very good. The observed differences between the two analyzers are not clinically significant. PC and FPS measurements can therefore be used interchangeably between these two coagulation analyzers. Limitation of this study is that very low PC and PS concentrations were underrepresented, which may limit extrapolation to rare patients with severe deficiency.

P273
Teg Trends: A Closer Look At Ordering Patterns
Valeria Moseley, Hazem Dahshan, Marc Anthony Pajarillo, Natalia Tarasova, Michelle Grant
Geisinger, Danville, PA, United States

Introduction: Unlike conventional studies, viscoelastography offers a comprehensive picture of clot formation. Viscoelastography-based transfusion algorithms may also reduce allogeneic blood exposure, particularly during and after cardiac surgery and for trauma-induced coagulopathy. Evidence for viscoelastograophy in other clinical scenarios is limited. The aim of this study was to examine current viscoelastography ordering practices to identify potential testing gaps.   Methods: This is a cross-sectional retrospective study in a rural hospital system with instruments at three independent level 1 trauma centers. Performed in compliance with the HIPPA and Human Subject Protections regulations, the study cohort was extracted from EPIC using My Analytics tool. Inclusion criteria were defined as any thromboelastography or thromboelastography with heparinase (TEGH) performed at three facilities. Specimens were collected in 3.2% sodium citrate anticoagulant and whole blood aliquots were tested on TEG5000 (Haemonectics) using standard protocol with in-lab testing 10 to 120 minutes after collection. To ensure a representative data set for each testing location, monthly volumes were reviewed for the last 3 years to determine the monthly percentage for each site. All speciments collected in January 2024 were reviewed as the volumes at each site were within 3% of the average monthly volumes. Extracted data included specimen demographics, ordering information, collection information, and testing information.  The patient chart associated with each specimen was reviewed by one of five physicians, all of whom were trained in a standardized data‑collection process, to obtain additional clinical and laboratory information. Results: The cohort included 912 individual analyses from 249 unique patients. Patients were predominantly male (62%) and ranged in age from 18 to 96 years. The majority of specimens (98%) were obtained from inpatients. The remaining 2% were collected from outpatients seen by a single hematology‑oncology provider evaluating patients for thrombophilia. Among inpatient specimens, one‑third were ordered by trauma or cardiac services, and the remaing specimens were from patients who were neither trauma or cardiac.  Testing amognst non-cardiac and non-trauma patients were predominately ordered to (1) assess non-heparin anticoagulation or post-procedure bleeding. Other non‑cardiac and non‑trauma indications included bleeding associated with antiplatelet therapy, elevated INR not on warfarin, postpartum hemorrhage, cirrhosis, sepsis‑related coagulopathy, and other bleeding events not attributable to trauma. Conclusion: This study shows viscoelastic testing is being used for a broader range of clinical indications than traditionally expected. This pattern suggests conventional coagulation studies may not adequately address clinical decision‑making needs, highlighting opportunities to refine and optimize coagulation utilization. 

P274
Plasma Viscoelastic Characterization Of Covid-Associated Coagulopathy In Pregnancy At Delivery And Postpartum
Maha Othman1,2,3, Caroline Mwubaha1,3,4, Mustapha Alayan1,3,4, Maica Yunon3,4, Sandra Blitz5, Deborah Money5, CANCOVID-Preg Team
1Department of Biomedical and Molecular Sciences, Queen’s University, Kingston, ON, Canada, 2Clinical Pathology Department, Faculty of Medicine, Mansoura, Egypt, 3School of Baccalaureate Nursing, St. Lawrence College, Kingston, ON, Canada, 4Healthcare Administration Program, St Lawrence College, Kingston, Ontario, Canada, Kingston, ON, Canada, 5Departments of Obstetrics and Gynecology, Medicine and the School of Population and Public Health, Faculty of Medicine, Vancouver, BC, Canada

Introduction Pregnancy induces physiologic coagulation remodeling toward hypercoagulability at labor, which must gradually resolve postpartum. COVID-19 introduces an additional prothrombotic stressor characterized by endothelial dysfunction, excessive thrombin generation, and fibrin-dominant clot formation. In pregnant individuals, this may amplify or alter coagulation dynamics, particularly around delivery and postpartum. Whole blood viscoelastic tests are efficient point-of-care testing, plasma may be the only feasible sample in multicentre large studies. Plasma-based thromboelastography (TEG) phenotype of COVID-19 in pregnancy, has not been defined. We aim to characterize plasma coagulation dynamics at delivery and postpartum in pregnant individuals diagnosed with COVID-19, isolating enzymatic and fibrin contributions to clot formation independent of cellular elements Methods This sub study was derived from a national biorepository linked to population-level surveillance of SARS-CoV-2 infection in pregnancy within the CANCOVID-Preg database (2020–December 2022), encompassing 9 of 13 Canadian provinces and territories. Citrated plasma samples were collected at delivery and again at 4–8 weeks postpartum from 6 pregnant individuals aged 31-42, BMI 21-24, and confirmed mild COVID-19 diagnosis without reported DM, hypertension or thrombotic events. Plasma TEG was performed using the TEG® 5000 system, assessing standard parameters (R, K, α-angle, MA, CI) and thrombin generation–derived measures obtained from first-derivative velocity curves, including maximum rate of thrombus generation (MRTG) and time to maximum rate of thrombus generation (TMRTG). Pre–post comparisons were conducted using paired Wilcoxon signed-rank tests due to small sample size and non-normal distributions. Effect sizes were calculated. Results Compared with delivery, postpartum plasma demonstrated a consistent shift toward hypocoagulability. R and K times increased, indicating delayed clot initiation and propagation, while α-angle, MA, CI, and MRTG decreased, reflecting impaired clot build-up and reduced clot strength. Prolongation of K and reductions in α-angle, MA, CI, and MRTG were statistically significant (all p = 0.031) and associated with large effect sizes (r ≈ 0.88). Changes in R time and TMRTG did not reach statistical significance (p = 0.062) but demonstrated large effect sizes (r ≈ 0.76), suggesting biologically meaningful alterations limited by sample size. Conclusion This is the first study to apply plasma TEG testing to characterize COVID-associated coagulation dynamics in pregnancy individuals. The hypocoagulable phenotype postpartum is notable given the expected hypercoagulable state of pregnancy and suggest that COVID-19–associated plasma factors may disrupt normal gestational coagulation balance. Developing plasma TEG reference range for non-pregnant individuals, is needed to confirm hypocoagulability versus a normalized phenotype following delivery.

P275
Method Comparison Of The Revohem Anti-Xa Lrt Assay Compared To Other Commercial Reagents &Ndash; Monitoring Of Xa-Direct Oral Anticoagulants
Thomas Pitchford1, Kieron Hickey1, Steve Kitchen1, Tasuku Sakayori2, Miyu Kitagami2, Sho Shinohara3
1Haemostasis Department, South Yorkshire and Bassetlaw Pathology, Royal Hallamshire Hospital, Sheffield, United Kingdom, 2Sysmex Corporation, Kobe, Japan, 3Hyphen BioMed, Neuville-sur-Oise, France

Introduction Accurate measurement of Xa-Direct oral anticoagulants (DFXaI ) levels is important in the management of anticoagulated patients and doesn’t require monitoring if used according to licence but there are many settings where accurate drug concentrations are beneficial1.Revohem Anti-Xa LRT is a ready to use liquid reagent, which can be used for the measurement of the DFXaI, Rivaroxaban, Apixaban and Edoxaban as well as the measurement of heparin. The assay uses a single calibration and a single sample dilution for the measurement of each DFXal while some commercial reagents (Hyphen Liquid Anti-Xa) use two calibration curves and alternative sample dilutions. Method Plasma from residual anticoagulated patients (frozen aliquots from Sodium citrate samples (0.109M) stored at -70OC) was tested with the Revohem Anti-Xa LRT on a Sysmex CN-6000 (Sysmex, UK) results were compared to HemosIL (Werfen, UK) Liquid Anti-Xa tested on an ACL Top 700 (Werfen UK, STA Liquid Anti-Xa (Stago) tested on STA-R Max (Stago)and Hyphen Heparin LRT (Sysmex, UK) and INNOVANCE Anti-Xa (Siemens, UK) both tested on a Sysmex CN-6000 (Sysmex, UK). ~120 samples were tested for each of the different anticoagulant to assess comparability. The Hyphen kits use two calibration and separate sample dilution for lower and higher drug concentration while the, STA, HemosIL, INNOVANCE and Revohem assay use a single calibration curve. Results See figure Conclusion ·         Revohem Anti-Xa LRT demonstrated a good level of comparability and an overall trend of a clinically irrelevant negative bias when compared to all comparator reagents. Revohem Anti-Xa LRT demonstrated a high level of comparability against Hyphen Heparin LRT across all different DFXaI, this indicates the suitability of the single calibration and single sample dilution.

P276
Verification Of A Chemiluminescent Enzyme Immunoassay For Anti-Heparin:Platelet Factor 4 Antibodies Using An Automated Haemostasis Analyser
Sean Platton1,2, Jude Platton3,4, Minal Dave3,4, Anne Horton3,4, Katarzyna Kniola3,4, Nada Yartey3,4, Tadbir Bariana5
1The Royal London Hospital Haemophilia Centre, London, United Kingdom, 2Blizard Institute, Queen Mary University of London, London, United Kingdom, 3Haemostasis Laboratory, Royal London Hospital, London, United Kingdom, 4National Health Service East and South East London Pathology Partnership, London, United Kingdom, 5Thrombosis and Haemostasis, Department of Haematology, Barts Health NHS Trust, London, United Kingdom

Introduction Heparin induced thrombocytopenia is a thrombotic immune reaction to platelet factor 4 in the presence of heparin. Laboratory diagnosis is by demonstration of positivity in heparin-induced platelet aggregation assays (HIPA) or serotonin release assays (SRA). These are difficult techniques that are performed in expert centres. Most laboratories use immunoassays as a surrogate for HIPA/SRA, sometimes by enzyme-linked immunosorbent assay (ELISA) or by rapid chemiluminescent enzyme immunoassays (CLEIA). A new CLEIA, the Sysmex HISCL HIT IgG assay, has recently been described. We describe verification of the HISCL HIT IgG assay on a Sysmex CN-6500 haemostasis analyser (CN-6500) using manufacturer’s settings. Methods Residual plasma and serum samples from 68 patients previously tested for HIT and six proficiency testing (EQA) samples were tested on the CN-6500 for the HISCL HIT IgG assay, on a Werfen ACL AcuStar for the HIT IgG CLEIA assay, and by Lifecodes IgG HIT ELISA: 25 had matched plasma and serum samples; 23 were plasma-only samples; and 20 were serum-only samples. Results Using quality control (QC) material, imprecision was 6.2% at 0.47 U/mL and 7.1% at 2.90 U/mL. All six EQA samples gave expected results. Serial dilution of the low quality control (QC) sample showed limit quantitation to be 0.01 U/mL, although the analyser reports results below 0.10 U/mL as <0.10 U/mL. Results of paired plasma and serum samples showed significant correlation (r=0.9873, p<.0001). Results of comparisons between methods are shown in Figure 1. All samples with HISCL HIT results below the manufacturer’s negative cut-off of 0.6 U/mL were negative by ELISA (OD <0.45) (Figure 1A), but two of these samples were positive (>1.0 U/mL) by AcuStar (Figure 1B). One sample was positive by ELISA but negative by both HISCL and AcuStar; another was positive by ELISA and HISCL but negative by AcuStar. Five samples were negative by ELISA and positive by both HISCL and AcuStar. This gives a sensitivity for a positive ELISA of 0.94 (95% confidence interval (CI) 0.72-1.00) for HISCL and 0.88 (CI 0.64-0.98) for AcuStar (no statistical difference). Conclusions Our analysis confirms that the HISCL HIT IgG assay on the Sysmex CN-6500 analyser is an acceptable method for screening for heparin induced thrombocytopenia. It will go into routine use across the NHS East and South East London Pathology Partnership in February 2026. Further work is required to determine sensitivity for true HIT by comparison to HIPA or SRA alongside pre-test probability scores.

P278
Preliminary Analytical Performance Data Of A New D-Dimer Assay
Matthias Wilkens, Johanna Droese, Katja Woitaschek
Siemens Healthcare Diagnostics Products GmbH, Marburg, Germany

Introduction: D-dimer is a global indicator of coagulation activation and fibrinolysis and an indirect marker of thrombotic activity. The major diagnostic application of D-dimer testing lies in the exclusion of thromboembolic events, such as deep vein thrombosis (DVT) or pulmonary embolism (PE) and has been implemented into corresponding guidelines. The INNOVANCE D-Dimer 2.0 assay for the quantitative, non-standardized determination of D-dimer was investigated for its key analytical performance characteristics on a variety of coagulation analyzers. Methods: The INNOVANCE D-Dimer 2.0 assay kit is composed of liquid and ready-to use components as well as a lot-specific calibrator. Three levels of liquid and ready to use quality controls are available and include a negative control, a slightly positive and a higher positive control. Applications are available for the CN-3000/CN-6000, CS-2500/CS-5100 and CA-660 systems. For CN/CS systems, the initial measuring interval is 0.190 to 7.5 mg/L FEU and can be extended to 80 mg/L FEU by automatic redilution. The following studies were conducted in accordance with CLSI guidelines: Limit of blank (LoB), detection (LoD) and quantitation (LoQ), linearity, precision and method comparison. Results: Linearity ranging from ≤ 0.1820 to ≥ 82.8790 mg/L FEU was demonstrated with three reagent lots using the CN-6000 system. LoB, LoD and LoQ were 0.0217, 0.0353 and 0.1270 mg/L FEU, respectively with a maximum total error (TE) observed for LoQ of 0.0323 mg/L FEU. Repeatability and within-device/lab precision across three assay kit lots ranged between ≤ 3.1 %CV and ≤ 3.9 %CV using samples at concentrations covering the total measuring interval. Comparable results were obtained for the remaining analyzers. Method comparison studies using approximately 350 samples were performed to compare the INNOVANCE D‑Dimer 2.0 assay on CS-2500, CN-6000, CN-3000 and CA-660 Systems vs. the CS-5100 system. Passing-Bablok regression analyses resulted in slopes/ intercepts/ pearson correlation coefficients of 0.989/ -0.000/ 0.999, 0.972/ 0.015/ 0.999, 1.003/ 0.013/ 0.999 and 0.977/ 0.025/ 0.995, respectively. Conclusions: The presented INNOVANCE D-Dimer 2.0 assay applications demonstrated efficient key analytical performance characteristics and high method comparison among each other. With these data the assay has proven its suitability for the quantitative determination of D-dimers. The INNOVANCE D-Dimer 2.0 assay mentioned herein is not commercially available in all countries. Currently it is under FDA’s 510(k) review. Its future availability cannot be guaranteed.

P279
Correlation Study Of Morphology, Immunophenotyping, And Mutation LandscapeFor Npm1 Mutated Acute Myeloid Leukemia (Aml)
Norazlina Azman2, Yuslina Yosoff3, Joseph Tario1, You-Wen Qian1
1Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States, 2Tunku Azizah Hospital, Kuala Lumpur, Philippines, 3Institute for Medical Research,, Kuala Lumpur, Philippines

Introduction: AML with NPM1 mutation exhibits distinct features. As the use of immunophenotyping and gene mutation analysis increases, it is important to expand our understanding of the biology of NPM1-mutated AML. This study investigated the correlation among morphology, immunophenotype, and gene mutation landscape in NPM1-mutated AML. Methods: Bone marrow samples from 27 patients with NPM1-mutated AML were analyzed using morphology, 10-color flow cytometry panel (ClearLLab), and next-generation sequencing (NGS) studies.  Results: AML with monocytic differentiation (AMLM) accounted for 52% of the cases. Concurrent mutations were detected in 93% of cases, with frequencies observed for FLT3 (21%), IDH (16%), TET2 (14%), DNMT3A (10%), and SRSF2 (10%). The SRSF2 mutation was present in 5 cases of AML without monocytic differentiation (AMLNM) compared to 1 case of AMLM. TET2 mutations were observed in twice as many AMLM cases (6) as in AMLNM (3). Immunophenotyping revealed variable antigen expressions in CD34, CD117, and HLA-DR: four cases were double-negative for CD34 and CD117, and six cases were double-negative for CD34 and HLA-DR. Most myeloblasts expressed CD11b (81.5%) but were negative for CD16 (81.5%) and CD15 (70.4%). Among 31 cases with CD200 positivity in blasts, TET2 mutations were the most frequent concurrent mutation (25.8%). Among 30 cases with negative CD200, the most frequent concurrent mutations were FLT3 and IDH (30% and 26.7%, respectively).  Conclusions: This study illustrates the heterogeneous morphology, immunophenotype, and genetic landscape in NPM1-mutated AML. Specific mutations may correlate with unique immunophenotypic and morphological features.

P280
Case Report: Drug Induced Agranulocytosis Treated With Gcsf And Delayed Recovery Mimicking An Acute Leukaemia
Karen Alison Boyd1, 2
1Western Diagnostic Pathology, Jandakot, Australia, 2Joondalup Health Campus, Joondalup, Australia

Abstract Introduction: Drug-induced agranulocytosis is a rare but potentially life-threatening side effect of certain medications, including sulfasalazine. Early recognition, cessation of the offending drug, and consideration of granulocyte colony-stimulating factor (GCSF) are key to management. GCSF, commonly used to stimulate stem cells in the context of transplant, is often effective in reducing the duration of neutropenia with some studies suggesting a median of 4 days duration compared with 7+ without. However, GCSF’s use can occasionally lead to diagnostic confusion, particularly when bone marrow samples taken during recovery show premature cell forms, potentially mimicking acute leukemia. Case: This case is of a 64-year-old male with seronegative inflammatory arthritis, who developed severe neutropenia following six weeks of sulfasalazine treatment. He was hospitalized with sepsis, and his blood work showed profound neutropenia (WCC 0.3 x 10^9/L, neutrophils 0.0) but otherwise normal FBC. GCSF was initiated, and the patient underwent a Hartmann’s procedure for a perforated diverticulum. Despite GCSF administration and ongoing antibiotic therapy, recovery was delayed and he developed anaemia (98g/l). On day 10, blood film revelaed an occasional primitive cell and bone marrow aspirate was sampled. Results called through showed 30% CD34-positive cells by the lab, suggestive of an acute leukaemia. The aspirate morphology showed 10-14% blasts, bare nuclei, but also promyelocytes with prominent golgi. There was some increased macrophage activity. He developed severe sternal pain the day post and subsequent neutrophil recovery from Day 12. Further tests revealed normal cytogenetics and molecular genetics, confirming a diagnosis of sulfasalazine-induced agranulocytosis with delayed count recovery (possibly due to viral symptoms or borderline low active B12). Discussion: This case underscores the potential for confusion between drug-induced agranulocytosis and acute leukemia, particularly with delayed neutrophil recovery and confounding factors such as anaemia. It highlights the importance of clinical correlation, cautious interpretation of bone marrow samples during GCSF therapy, and the need for molecular genetic confirmation when diagnostic uncertainty arises. A careful ‘watchful wait’ approach is critical in such scenarios, avoiding premature conclusions based solely on laboratory findings such as flow cytometry.

P281
Diagnostic Utility Of Cd26 Expression On Circulating Leukemic Stem Cells As A Surrogate Marker In Chronic Myeloid Leukemia
Gaurav Chhabra1, Shirin Sultana1, Somanath Padhi1, Ashutosh Panigrahi2
1Department of Pathology & Laboratory Medicine, All India Institute of Medical Sciences, Bhubaneswar, India, 2Department of Medical Oncology & Hematology, All India Institute of Medical Sciences, Bhubaneswar, India

Introduction Chronic myeloid leukemia (CML) is a clonal myeloproliferative neoplasm driven by the BCR-ABL1 fusion gene and characterized by a multiphasic clinical course. Leukemic stem cells (LSCs) are a small subset of leukemia cells with self-renewal, proliferative, and differentiative capacities resembling hematopoietic stem cells. The conventional diagnosis of CML relies on the cytogenetic and molecular detection of BCR-ABL1, which is time-consuming, costly, and requires specialized infrastructure. Recent evidence indicates that CD26 is selectively expressed on CML LSCs, allowing discrimination from normal stem cells using flow cytometry. The study was aimed to evaluate the circulating CD26⁺ leukemic stem cells in newly diagnosed CML patients and assess their utility as a surrogate diagnostic marker in comparison with BCR-ABL1–based assays.   Methodology A total of seventy continuously diagnosed cases of chronic myeloid leukemia (CML) and ten controls with other hematological malignancies featuring blasts in peripheral blood or bone marrow, excluding CML, meeting the inclusion criteria and continuing treatment at our center, were included in the study group. Peripheral blood samples were subjected to multiparametric flow cytometric analysis using a four-color antibody panel to assess CD26 expression on leukemic stem cells. Confirmation of CML was established by detection of the BCR-ABL transcript using reverse transcription–polymerase chain reaction (RT-PCR). Results The results of the present study demonstrate a significantly increased expression of CD26 on leukemic stem cells in patients with chronic myeloid leukemia compared to controls, with complete concordance observed between CD26 positivity and BCR-ABL transcript detection by RT-PCR. The median percentage of CD26⁺ CML LSCs in peripheral blood was 12.3% at diagnosis. Within the CD34⁺/CD38⁻fraction, the median proportion of CD26⁺ cells was 97.6% at the time of diagnosis. Conclusion Circulating CD26⁺ leukemic stem cells constitute a highly specific marker for chronic myeloid leukemia across all disease phases. Flow cytometric evaluation of CD26 expression within the CD34⁺/CD38⁻ compartment provides a rapid, robust, and cost-effective diagnostic approach, with strong potential to complement or could serve as a practical alternative to conventional molecular and cytogenetic methods for CML diagnosis

P282
Automated B-Cell And Plasma Cell Identification Using Flowsom And A Transparent Excel Classifier
Ethan Gantana1,2, Ernest Musekwa1,2, Erica-Mari Nell1,2, Zivanai Chapanduka1,2
1Stellenbosch University, Cape Town, South Africa, 2National Health Laboratory Service, Cape Town, South Africa

Background:Manual gating for plasma cell (PC) identification in multiparametric flow cytometry (MFC) is time-consuming and operator-dependent, especially when PCs are scarce. Artificial intelligence approaches such as unsupervised clustering (e.g. FlowSOM) map high-dimensional data that still require expert interpretation. The primary aim of this work was to develop a lightweight, transparent, spreadsheet-based algorithm that integrates with automated clustering outputs for standardised B-cell and PC identification in research flow cytometry datasets. Methods:Bone marrow aspirates were stained with a standardBD OneFlow™ PC screening tube (CD38, CD56, β2-microglobulin, CD19, cyIgκ, cyIgλ, CD45, CD138) and acquired on a BDFACSLyric™ flow cytometer.  FCS files were exported to CellEngine cytometry software and singlet nucleated events underwent FlowSOM clustering (8 clusters/sample). Cluster-level median fluorescence intensities (MFIs) were exported to an Excel “PC Trainer Classifier” that (i) normalises markers to an in-sample B-cell anchor, (ii) computes a PCscore with CD138 as a hard gate and CD38 as a soft gate, plus secondary features (CD19↓, CD45↓, CD56↑), (iii) applies a forced core fallback (highest CD38/CD138 core score) when strict criteria yield no PCs, and (iv) derives a NEOscore (CD56↑, CD19↓, CD45↓) for neoplastic phenotype. The algorithm was trained on expert assigned PC and B-cell clusters from 40 samples (30 clonal and 10 polyclonal). Validation was done on a new set of 52 samples, independent of the algorithm. Elements of the Excel formula design and error-proofing were co-developed with ChatGPT (OpenAI); all outputs were verified by the authors. Results:Across 52 validation cases (8 clusters/case; 416 clusters total), B-cell detection achieved: Sensitivity 0.902 (0.79 – 0.96), Specificity 0.984 (0.96 – 0.99), Precision 0.885 (0.77 – 0.94), Accuracy 0.973 (0.95 – 0.99) and F1 0.893. PC identification achieved: Sensitivity 0.651 (0.54 – 0.75), Specificity 0.828 (0.79 – 0.86), Precision 0.458 (0.37 – 0.55), Accuracy 0.796 (0.76 – 0.83) and F1 0.537. Conclusions:A transparent Excel spreadsheet classifier integrated with FlowSOM clustering enables highly reproducible B-cell identification and standardised PC classification for research flow cytometry datasets. While the B-cell classifier demonstrated excellent discrimination, PC identification showed moderate sensitivity and precision, likely reflecting the intrinsic biological and phenotypic complexity of PC populations rather than methodological instability. Despite this, this approach provides a structured and auditable framework that reduced operator dependency and improves inter-case harmonisation. Its interpretability, low cost and portability make it particularly suited to research laboratories operating in resource-variable settings. Further optimisation and prospective validation may refine PC classification performance.

P283
Fluorescence Activated Cell Sorting Enhances Molecular Variant Detection In Newly Diagnosed Acute Myeloid Leukemia
Rodrigo Seiti Kojima, Luiz Gustavo Ferreira Cortes, Elizabeth Xisto Souto, Nair Hideko Muto, Roberta Cardoso Petroni, Laiz Camerão Bento, Flavia Arandas de Sousa, Paulo Vidal Campregher, Joao Carlos de Campos Guerra, Nydia Strachman Bacal
Einstein Hospital Israelita, Sao Paulo, Brazil

Introduction: Next-generation sequencing (NGS) plays a critical role in the molecular classification of Acute Myeloid Leukemia (AML). However, in samples with low blast percentages or dilution, variant allele frequencies (VAFs) may be reduced, limiting the sensitivity of mutation detection. Fluorescence-activated cell sorting (FACS) has the potential to enrich leukemic blasts prior to sequencing, potentially improving diagnostic performance in clinical practice. Methods: We conducted a single-center observational study at Einstein Hospital Israelita (São Paulo, Brazil), enrolling adult patients (≥18 years) newly diagnosed with AML between April and November 2025. For each patient (n=10), either bone marrow aspirate (n=10) or peripheral blood (n=1) samples were processed in two ways: as unsorted standard specimens and as blast-enriched fractions obtained via FACS. Cell sorting was performed using a Cytoflex SRT (Beckman Coulter) under standardized settings. Samples were stained with CD45-FITC, CD34-PE, CD117-PC7, and, when required, CD33-PC5.5. Debris and doublets were excluded prior to CD45-based gating. Target populations were defined by CD34 and/or CD117 expression. Paired DNA and RNA extractions were performed and analyzed using a targeted myeloid NGS panel covering 69 genes plus 27 fusion regions. We compared the number of detected variants and their VAFs using nonparametric testing and evaluated VAF concordance using intraclass correlation coefficients. Results: We analyzed 11 paired specimens from 10 patients, identifying 58 reportable variants. DNA extraction was successful in 91% (10/11), and RNA in 54% (6/11) of samples. On average, 1.436.977 cells were sorted per sample, with a purity of 99.7%. Sorting significantly increased mean VAFs for pathogenic variants from 22.04% (standard) to 35.69% (sorted) (variation +13.6, p<0.001; ICC=0.625, 95% CI: 0.127–0.836), and for variants of uncertain significance from 27.27% to 35.25% (variation +7.98, p=0.034; ICC=0.752, 95% CI: 0.291–0.924). Benign variants showed minimal change (variation +1.77, p=0.011). In specimens with <30% blasts (n=24 variants), mean VAF increased for pathogenic mutations from 21.0% to 38.8% (variation +17.8, p=0.003) and for variants of uncertain significance from 18.5% to 33.2% (variation +14.7, p=0.068), whereas benign variants remained stable (47.3% to 48.6%; variation +1.3, p=0.086). Notably, seven low-level mutations (VAF 0.38 - 1.49%) were only detectable after sorting, with VAFs increasing to 1.20 - 10.84%. Conclusions: FACS-based blast enrichment is feasible in clinical laboratories and increases VAFs, particularly in low-blast samples. This approach enhances the sensitivity of molecular diagnostics and may facilitate more accurate classification of AML. RNA workflows for fusion detection need optimization.

P284
Assessment Of Platelet Function By Flow Cytometric Analysis: A Single-Centre Experience
Kate Fung Shan Leung
Princess Margaret Hospital, Hong Kong, Hong Kong

Introduction & Background:Thrombocytopenia or thrombocytopathy leads to bleeding tendency. Daily accurate platelet counting is measured by automated cell counters. However, in-vitro platelet function still relied on light transmission aggregometry (LTA) as gold-standard. International recommendations on standardizing LTA, yet itself is time-consuming, technically demanding, and require large volume of blood. This study aims to evaluate the utility of flow cytometry (FCM) in assessing platelet function. Methods:Patients with suspected platelet dysfunction are referred for LTA and FCM for glycoprotein expression (CD41/CD61/CD42b). LTA is performed on citrated platelet-rich-plasma using adenosine diphosphate (ADP), arachidonic acid (AA), collagen and ristocetin as agonists. The % aggregation and shape of the curves are compared with normal control and reference interval. Concurrent platelet activation by FCM is assessed by GPIIb-IIIa activation epitope (PAC1) and P-selectin (CD62P) in response to ADP, AA, collagen-derived peptide (CRP-XL), and thrombin receptor activator peptide 6 (TRAP-6). The % of platelet positivity is compared with normal control and reference interval. Both LTA and FCM results were correlated. Results:A total of 16 patients (ages 1 to 79 years) were analyzed. Five cases were confirmed to have heritable platelet disorders: two Glanzmann Thrombasthenia (GT), one Grey Platelet Syndrome (GPS), one MYH-related thrombocytopenia (MYH) and one RUNX1 germline mutation (RUNX1). Both GT cases showed reduced CD41 and CD61 expression, markedly reduced responses to all agonists by PAC1 but normal by CD62P by FCM; with PAC1 results concordant to LTA. The GPS case showed reduced responses to all agonists by CD62P but reduced responses to TRAP-6 and collagen by PAC-1, results comparable to LTA. The MYH case showed reduced responses to all agonists by CD62P only but inconclusive LTA due to thrombocytopenia. The RUNX1 case demonstrate reduced responses by FCM with concordant LTA. Additionally, two cases (parents of GT case, heterozygous carrier by genetics) showed normal FCM and LTA. Two von Willebrand disease (VWD) cases displayed characteristics diminished responses to high concentration ristocetin on LTA only, with unremarkable FCM. One acquired VWD case shows normal FCM and LTA. Six cases ruled out for platelet disorders after extensive investigations. All FCM results were unremarkable. LTA was normal in three cases, mild reduced AA response (non-diagnostic) in two cases, inconclusive LTA due to thrombocytopenia in one case. Conclusion:With high concordance, this study highlights the potential of FCM as a valuable adjunct or alternative to LTA in evaluating platelet function and diagnosing platelet disorders, especially with thrombocytopenia using less volume of blood.

P285
Clonal Evolution And Lineage Switch To Mixed-Phenotype Acute Leukemia, B/Myeloid In Nup98-Rearranged Aml
Rachel Mariani1,2
1Phoenix Children's Hospital, Phoenix, AZ, United States, 2University of Arizona College of Medicine Phoenix, Phoenix, AZ, United States

Introduction Acute leukemia with NUP98 rearrangement (NUP98-r) represents a rare molecular subtype frequently associated with adverse clinical outcomes. NUP98-r has been mostly described in acute myeloid leukemia (AML) with myelomonocytic immunophenotype but may present as acute erythroid or acute megakaryoblastic leukemia. Few cases of mixed-phenotype acute leukemia (MPAL) NUP98-r have been reported, mostly with T-cell and myeloid lineage. The immunophenotypic spectrum of NUP98-r acute leukemias and lineage plasticity remains incompletely characterized. This is the first described case of NUP98-r AML with clonal evolution and lineage switch to MPAL B/myeloid.        Methods 8-color FC, targeted RNA/DNA NGS, FISH, conventional karyotype.        Results An 8-yo male presented with AML harboring NUP98::NSD1, mutations of WT1 (c. A382fs*4, T377fs*6) and KRAS (c.35G>A), and normal karyotype 46,XY. Blasts (discrete CD45dim+ population) demonstrated mostly myeloid associated surface and/or cytoplasmic antigens: CD34+, MPOdim+, CD33+, CD13+, CD117+, CD38bright+, CD11b+, HLA-DR+ (partial), CD7+ (partial), CD58+, CD9+, CD133+, CD19-, CD79a-, CD22-, CD10-, CD14-, CD64-, CD11c-, CD66c-, CD24-, CD16-, s/cyCD3-, CD1a-, CD2-, CD5-, CD4-, CD8- (Figure 1A). The disease remained mostly refractory, with the patient experiencing a brief period of remission, to multiple inductions (cytarabine+clofarabine+trametinib), modified chemotherapy regimens (azacitadine+venetoclax), and CD33 CART infusion. At relapse, NUP98::NSD1 and the same mutations present at diagnosis were detected along with complex karyotype 46,XY,t(7;10)(q22;q24),del(20)(q11.2q13.1)[17]/46,XY,add(6)(q21),add(20)(q13.1)[3], indicating clonal evolution. Blast immunophenotype also changed, with lineage switch to MPAL B/myeloid as demonstrated by blast population again CD34+/MPOdim+/CD33+/CD13+ and a subset (44%) expressing CD19 ≥50% of the level seen on normal B-cells, as well as partial expression of CD79a and CD22 (Figure 2A).        Conclusions This case reveals novel features of AML-NUP98-r. Lineage switch has yet to be reported in NUP98-r AML, nor has MPAL B/myeloid per WHOHAEM5 been described. CD19 expression has been observed in rare cases but without co-expression of other B-cell related antigens (PMID: 38744828, 36815378, 8388158). The clinical behavior of mixed-phenotype acute leukemia with NUP98-r remains relatively undescribed and it is important to identify these cases at any clinical timepoint, due to implications for potential therapy modification and use of specific targeted modalities.

P286
Comparing Concordance Between Bd FacslyricTm And Sysmex Xf-1600Tm Instruments For Expression Of Acute Leukemia Screening Antigens
Aditi Mittal1, Pradeep K Rai2, Tina Dadu1, Lekh Raj Mamania1, Jeffery Susilo3, Adam Winterhalter3, Anil Handoo1
1Dept of Hematology, BLK-Max Super Speciality Hospital, Pusa Road, New Delhi, India , New Delhi, India, 2Sysmex India Pvt Ltd, Mumbai, India, 3Sysmex Asia Pacific Pte Ltd, Singapore, Singapore

Introduction:Flow cytometry (FCM) is a preferred technique for immunophenotyping of cells and widely used for characterization of blast cells for diagnosis and classification in acute leukemia (AL) cases in accordance with other clinical findings.  The current study compared sensitivity and performance of two different flow cytometers XF-1600TM manufactured by Sysmex Corporation, Japan and BD FACSLyricTM from BD Biosciences by using 8C acute leukemia screening panels from BD Biosciences and its impact in diagnosis. Objective (s): Aim of this study was to evaluate instrument (Sysmex XF-1600TM) sensitivity and performance for a given set of common reagents for acute leukemia screening. Brief Methodology: A total of 34 peripheral blood (PB) or bone marrow (BM) samples of suspected acute leukemia subjects have been examined for validated 8-color-AL antigen screening panel by utilizing reagents and staining protocol from BD Biosciences. To evaluate the instrument performance, same stained samples were acquired on two different flow cytometers Sysmex XF-1600TM  considered as “BD-XF” group and BD FACSLyricTM  as “BD-Lyric”. Data analysis was performed by using  VenturiOneTM analysis software marketed by Sysmex Corporation. The populations of interest (White blood cells and blast cells) were gated based on their SSC and CD45 pattern. The gated BLAST cells were displayed on the following plots: SSC vs CD34, CD34 vs CD19, cCD3 vs CD7, sCD3 vs CD34, CD79a vs MPO. BLAST cells were analyzed for percentage population and stain index for AL screening antigens. The results from both flow cytometers were compared for instrument performance. Statistical analysis was performed by employing ‘Paired parametric t Test’ for multiple comparisons. Results: There was no significant difference observed between BD-XF and BD-Lyric groups. Blast cells showed the equivalent percentage and stain index for acute leukemia screening antigens. This study showed that both instruments are equivalent for sensitivity and performance for acute leukemia screening antigens on blast cells. These results signify that with a given set of reagents, performance of both flow cytometers Sysmex XF-1600TM and BD-FACSLyricTM are comparable for sensitivity and resolution of screening antigens for AL diagnosis. Conclusions: This case study highlights the comparable performance of Sysmex XF-1600TM with BD FACSLyricTM which ensures precise detection of BLAST cells immunophenotype. The Immunophenotyping results suggest that both the Sysmex XF-1600TM and BD-FACSLyricTM were comparable with regards to the percentage population and stain index, hence newly launched XF-1600 can offer an efficient FCM tool in hematological malignancies.

P287
Assay Value Assignment Of Fresh Blood Calibrators For Leukocyte Differential Percentage With Evaluation Of Their Convergence And Transport Stability - On Behalf Of The Japanese Society For Laboratory Hematology Standardization Committee (Jslh-Sc)
Sayaka Mori1, Tomohiro Takeda2, Yutaka Nagai2,3, Yoko Yatabe4, Kazumichi Matsumoto5, Yoshinori Nishihara6, Kazuto Tsuruda1, Tohru Inaba7, Kei Shimbo8, Katsunori Yanagihara1,9, Hiromichi Matsushita3, Akiyoshi Takami10
1Nagasaki University Hospital, Nagasaki, Japan, 2Kansai University of Health Sciences, Osaka, Japan, 3Keio University School of Medicine, Tokyo, Japan, 4Keio University Hospital, Tokyo, Japan, 5Kyoto Prefectural University of Medicine Hospital, Kyoto, Japan, 6Sysmex Corporation, Kobe, Japan, 7Kyoto Prefectural University of Medicine, Kyoto, Japan, 8Dokkyo Medical University Hospital, Tochigi, Japan, 9Nagasakiken Medical Association, Nagasaki, Japan, 10Aichi Medical University, Nagakute, Japan

Introduction:
The Japanese Society for Laboratory Hematology (JSLH) has established and publicly released measurement procedure compliant with the International Haemonisation Protocol (IHP‑compliant MP) used in its external quality assurance program. Using these publicly available procedures, assay values for fresh blood calibrators (FB-CALs) in leukocyte differential percentage have recently been assigned to support standardized evaluation of hematology analyzer performance. In 2025, we were asked to provide target values for FB-CALs prepared for regional surveys. IHP‑compliant MP survey by evaluating the convergence and transport stability of the assigned values.

Methods: 
Fresh whole blood from two healthy volunteers was collected with blood bags containing CPDA solution, and EDTA-2K was added at a final concentration of 1.5 mg/mL. Aliquot volume (1.5mL) of FB-CALs was refrigerated and hand-delivered from venipuncture site to 4 reference laboratories for the convergence status compared with past experiences. The stability of hand‑carried samples and the effects of hand‑carried and refrigerated courier transport were assessed by comparing results including identification ratio (>99%) to 3 days after collection. Flow cytometric IHP‑compliant MP for five-part leukocyte differential (JSLH-Diff), which defined in CLSI H20‑A2 meets the ICSH antigen-panel requirement, was used. For the assay values of the two FB-CALs, two vials of the distributed calibrator were aliquoted into three tubes, immunostained, and measured individually. The mean values of the three single measurements were used as the reference assay result. The target assay values were determined by the means measured by 5 FCMs (three FACS Lyric, one FACS Symphony and one Navios).

Results:
All identification ratios (normal five‑part leukocyte identification of CD45‑positive cells) were 99% or higher. The CVs (mean, SD) of sample A for %lymphocytes, %monocytes, %neutrophils, %eosinophils, and %basophils were 0.3 (26.2, 0.1), 0.8 (7.2, 0.1), 0.2 (63.6, 0.1), 5.2 (2.2, 0.1), and 5.3 (0.5, 0.03), respectively. The convergence status of all measurands was within the optimal level. The CVs (mean, SD) of sample B were 0.6 (24.5, 0.2), 2.2 (8.4, 0.2), 0.1 (62.1, 0.1), 6.9 (3.1, 0.2), and 8.1 (1.5, 0.10), respectively. The convergence status of %lymphocytes, %monocytes, and %neutrophils was within the optimal level, whereas that of %eosinophils and %basophils was within the desirable level. With refrigerated courier transport, the proportion of leukocytes eligible for differential analysis fell below 99% by day 3. The %neutrophil decreased, whereas %lymphocyte and %monocyte increased.

Conclusions:
The convergence demonstrated sufficient analytical performance. Sample stability was maintained through day 3 with hand‑carried transport, whereas refrigerated courier transport resulted in reduced stability.

P288
Utility Of Flow Cytometric Pax5 Protein Detection For The Diagnosis Of B-Cell Acute Lymphoblastic Leukemia
Karan Paisooksantivatana2, Tanintorn Pootrakul1, Burana Khiankaew1, Paisarn Boonsakan1
1Saraburi Hospital, Saraburi, Thailand, 2Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand

Introduction: Accurate diagnosis and subtyping of acute leukemia are crucial for therapeutic decisions and patient outcomes. B-lineage assignment relies on immunophenotypic panels, with nuclear expression of PAX5 protein (nPAX5) being one of the most reliable markers of B-cell differentiation. While nPAX5 is conventionally assessed by immunohistochemistry (IHC), this method is time-consuming and not ideal for rapid workflows. Flow cytometric (FCM) detection of nPAX5, if validated, could enhance diagnostic accuracy and efficiency in B-lymphoblastic leukemia. The present study, therefore, aims to validate the utility of flow cytometric PAX5 detection for the diagnosis of B-lymphoblastic leukemia. Methods: A study was carried out through a retrospective review of routine immunophenotypic results from cases diagnosed between January 1, 2024, and April 1, 2025. A method comparison of nPAX5 expression by FCM and IHC was performed on 125 bone marrow biopsies (57 B-ALL, 12 T-ALL, 56 AML). The diagnostic performance of nPAX5 and other cytoplasmic B-cell markers (cCD22 and cCD79a) was further assessed using ROC analysis of the ratio of geometric mean fluorescence intensity of each marker in the blast population to normal T cells in each sample, based on retrospective flow cytometry data from 538 acute leukemia cases (123 B-ALL, 29 T-ALL, and 386 AML). Results: The expression of PAX5, as determined by Flow Cytometry (FCM) and Immunohistochemistry (IHC), showed 100% concordance between the two methods across 125 cases of hematological malignancies, specifically in B-ALL (57/57 positive), T-ALL (0/12 negative), and AML cases (1/56 positive). Notably, the single PAX5-positive AML case was confirmed to harbor the t(8;21)(q22;q22) translocation. Receiver Operating Characteristic (ROC) analysis revealed excellent diagnostic performance for both cCD79a (AUC 0.980) and nPAX5 (AUC 0.955). cCD79a achieved 100.00% specificity and 91.06% sensitivity (criterion >3.23). nPAX5 also demonstrated strong utility, matching the 91.06% sensitivity (criterion >6.30) with 89.45% specificity. cCD22 showed moderate discriminatory power (AUC 0.807), limited by a significantly lower sensitivity of 55.28%. Conclusion: In summary, flow cytometric nuclear PAX5 (nPAX5) demonstrated 100% agreement with IHC and exhibited excellent diagnostic accuracy (AUC 0.955, 91.06% sensitivity). These compelling results validate nPAX5 as a reliable and powerful flow cytometric marker, supporting its immediate adoption for rapid and efficient B-lineage assignment.

P290
Use Of Flow Cytometry In The Diagnosis Of Paroxysmal Nocturnal Hemoglobinuria
Masa Sladojevic1,3, Stanislava Nikolic1,3, Tanja Sasic Ostojic1,3, Dusan Sedlarevic1,3, Amir El Farra2,3, Velibor Cabarkapa1,3
1Center of Laboratory Diagnostics, University Clinical center of Vojvodina, Serbia, Novi Sad, , Serbia, 2Clinic of Hematology, University Clinical center of Vojvodina, Serbia, Novi Sad, , Serbia, 3Faculty of Medicine, University of Novi Sad, Serbia, Novi Sad, , Serbia

Introduction Paroxysmal nocturnal hemoglobinuria (PNH) is a rare disease that presents clinically with a variety of nonspecific symptoms. Incidence of this disesase worldwide is estimeted as 15,9 individuals per milion. Disesase has a significant impact on the patients quality of life and causes complications mainly through bone marrow failure, intravascular hemolysis and thrombosis. Flow cytometric immunophenotyping is essential fordetection of loss of ability to express glycophosphatidylinositol (GPI)-anchored proteins on hematopoietic cells. Estimation of the size of the PNH clone, i.e. the percentage of cells lacking GPI-anchored proteins by flow cytometry is considered method of choice for diagnosis and monitoring of PNH. Methods In the period of november 2024 to december 2025 in UniversityClinical Center of Vojvodina and Clinic of hematology we analyzed peripheral blood samples of 66 patients, using flow cytometry. Analyzes were performed on the BD FACS Canto II flow cytomete rusing protocol, supporting reagents and BD FACSDiva™ software. Theapplied monoclonal antibodies were directed against neutrophils, monocyte and erythorcyte santigens (cell lineage markers) as well as GPI-anchored proteins:CD45 V450(1μl); Fluorescent Aerolysin (FLAER)(4μl); CD15 V500(4μl); CD157 PE(1μl); CD64 PE(4μl); CD14 PE-Cy7(1μl); CD24 APC-H7(5μl), CD235a FITC(6μl); CD59 PE (1μl). All monoclonal antibodies were obtained from BD Biosciences (San Jose, CA, USA). First steps in staining procedure are preparation of the leukocyte concentrate and erythrocyte dilution (990μl of phosphate-buffered saline (PBS) and 10μl blood). Leukocyte concentrate implies measuring a blood sample calculated at 6 million cells and mix with 10ml Pharmalyse. After incubation for 10 min at 25°C in dark tubes were centrifuged at 1600rpm for 5 min, washed and then suspended in 400μl of PBS and 40μl bovine serum albumin (BSA).Finally200μl of leukocyte concentrate and 100μl of erythrocyte dilution were stained with a combination of reagents for 20 min at 25°C in dark. BD Cellwash solution (2ml) was added to the blood/antibody mixture and tubes were centrifuged and washed. Cells were processed on the flow cytometer. Results We proved the existence of PNH clone in all investigated cell lineages(in 7 patients (11%). In 6 patients (10%) we foundPNH clone sizes >50%, which is a characteristic of a typical PNH.In one patient we found subclinical PNH, with PNH clone <10%. Conclusion Using flow cytometry, we made quick, accurate and precise diagnosis of PNH as well as establishing baseline sizes of PNH clone witch is an important starting point for monitoring of disease. Key words: Flow cytometry, Paroxysmal nocturnal hemoglobinuria

P291
Molecular Identification And Characterization Of Uncommon Breakpoint Cluster Region&Ndash;Abelson Transcripts In A Tertiary Reference Laboratory In Pakistan
Zeeshan Ansar , Asghar Nasir , Muhammad Shariq Shaikh
Aga Khan University , Karachi , , Pakistan

Introduction Chronic myeloid leukemia (CML) is defined by Breakpoint Cluster Region–Abelson (BCR-ABL1) fusion transcripts generated by the Philadelphia chromosome. While most patients express common transcripts, a minority harbor rare BCR-ABL1 variants whose diagnostic and clinical significance remains insufficiently characterized, particularly in South Asian populations. Laboratory recognition of these uncommon transcripts is essential for accurate classification and reporting. Methods:
We performed a retrospective review of CML cases diagnosed at a tertiary diagnostic reference laboratory in Pakistan. Fourteen patients with rare BCR-ABL1 transcripts were included. Demographic data, transcript types identified by reverse-transcription polymerase chain reaction, and available cytogenetic results were collected and analyzed. Results:
The most frequent rare transcript was c3a2 (n = 7, 50%), followed by b2a3 (n = 5, 36%), b1a1 (n = 1), and b3a3 (n = 1). Philadelphia chromosome positivity was documented in six patients, all of whom carried either c3a2 or b3a3 transcripts. The b2a3 transcript was found exclusively in younger patients (24–25 years), although cytogenetic data were unavailable for this subgroup. The cohort had a median age of 39 years, and 57% were female. The distribution of transcript types demonstrated notable molecular heterogeneity, including variants associated with confirmed cytogenetic abnormalities. Conclusions: This study documents the spectrum of rare BCR-ABL1 transcripts encountered in routine laboratory hematology practice in Pakistan. The predominance of c3a2 variants and their association with Philadelphia chromosome positivity underscore the value of comprehensive molecular testing to ensure accurate detection and reporting. These findings highlight the importance of maintaining diagnostic assays capable of identifying uncommon transcript types. Further investigations are needed to determine the prognostic and therapeutic implications of these rare variants.

P292
Strong As Well As Null P53 Immunohistochemical Staining Predicts Tp53 Mutation In Haematological Neoplasms.
Richa Chauhan, Meghna Yadav, Jasmita Dass, Ganesh Kumar Vishwanathan, Mukul Aggarwal, Rishi Dhawan, Pradeep Kumar, Tulika Seth, Manoranjan Mahapatra
Department of Haematology, All India Institute of Medical Sciences, New Delhi, India

Background:
TP53 mutations occur in 5-15% of haematological neoplasms, less common than solid tumours. Immunohistochemistry (IHC) for p53, as a surrogate for molecular mutation, is established in solid tumours, but its value in hematologic neoplasms beyond acute myeloid leukemia (AML) is underexplored. Methods: We retrospectively analyzed 232 hematologic malignancies of Myelodysplastic neoplasms (MDS, n=31), Acute Myeloid Leukemia (AML, n= 106), Acute Lymphoblastic Leukemia (ALL, n= 56), Acute leukemia with ambiguous lineage (ALAL, n= 5), Myeloproliferative neoplasm (MPN, n= 13), Myelodysplastic/Myeloproliferative neoplasm (MDS/MPN, n= 11), Lymphoproliferative disorder including plasma cell neoplasms (NHL/MM, n= 8) with p53 IHC on bone marrow biopsy sections. p53 IHC was performed on diagnostic bone marrow biopsy with p53 clone DO-7, Biocare Medical in 1:100 dilution. The staining intensity was graded as 0 (absent), 1+(weak), 2+ (moderate), 3+ (strong) out of 100 cells. Results were correlated with the type of mutation, cytogenetic complexity, and clinical outcomes. Results: TP53 mutations were found in 40 of 232 (17.2%) patients who had MDS (8), AML (18), ALL (6), ALAL (2), MPN (1), MDS/MPN (2), NHL/MM (3) had TP53 genetic alterations.A cut off of >9.5% 3+ positivity predicted TP53 mutation [66.67% sensitivity; CI 50.98%-79.37% and 100% specificity; CI 97.91% -100.0%]. Mutated pattern (using cut off 9.5% for 3+ intensity) was noted in 38 patients with 73.7% (n=28) harbouring TP53 mutations. 75% of MDS with TP53 had mutated pattern, out of them 5/8 were MDS-bi-TP53. All AML with TP53 has aberrant (mutated-15, null-3) p53 pattern. 50% of ALL with TP53 had aberrant (mutated -3, null-1) pattern. A cut off of >41.5% for 3+ positivity could differentiate acute erythroid leukemia from other AMLs with high sensitivity and specificity. A 3+ positivity >14.5% was highly specific in ALL for mutated state. P53 protein accumulation was noted in 10 AML with wild type TP53 but harboured high risk mutations of FLT3-ITD, RUNX1, BCOR, U2AF1, NRAS, and RAD21. Thirteen out of 232 patients showed null pattern (absent p53). Null pattern of staining was noted in AML (3/18), ALL (1/6) and plasma cell leukemia (01). These cases had TP53 deletions (4), frame-shift insertion in 01 and splice site mutation in 01. Wild type pattern (heterogenous) was noted in 8 TP53 mutated patients, 2 had VAF <10% and 4 of whom had missense mutations, one each of frame shift deletion and intronic variant.  Aberrant p53 with mutated pattern was also detected in ALAL, plasma cell leukemia and Richter transformation. Missense mutations (n=27) exhibited diffuse, strong nuclear positivity in 82.1% of cases. Frameshift deletions (n=2) showed either wild-type (50%) or null (50%) patterns, while deletions (n=4) consistently demonstrated complete absence of staining. Splice-site variants (n=6) produced variable results: weak/focal (n=2), null (n=2), and intermediate (n=2). Complex karyotypes were present in 46.9%, particularly in AML and acute erythroid leukemia. Median overall survival was 65 days (IQR 18–158) in AML, with the poorest outcomes in patients harbouring diffuse strong staining (with missense mutations) and complex karyotypes. Conclusion: This large series demonstrates that p53 IHC patterns reliably reflects TP53 mutations, null pattern in deletions and mutated patterns in missense variants. Findings extend its diagnostic and prognostic value beyond myeloid to lymphoid malignancies, supporting incorporation of p53 IHC into routine hematopathology as a cost-effective tool to rapidly identify high-risk TP53-mutated cases in resource limited settings.

P293
Ultra-Sensitive Molecular Mrd On Flow Cytometer Using Superrca Mutation Assay
Irene Golan, Shirin Khaliliazar, Tomas Edgren, Lei Chen
Rarity Bioscience AB, Uppsala, Sweden

Background Rare, tumor-specific mutations provide powerful molecular markers to track disease dynamics and treatment response in hematologic malignancies. Broad clinical implementation of such molecular MRD approaches, however, requires assays that combine extreme sensitivity, high specificity, and operational simplicity. The superRCA mutation assay is a next-generation genotyping technology that uniquely merges dual-layer molecular specificity with massive signal amplification, enabling ultrasensitive detection of DNA variants at very low allele frequencies. Here, we describe an integrated workflow that couples superRCA with standard flow cytometry, allowing precise detection of single-nucleotide variants in patient samples at a sensitivity surpassing 1:100,000. Methods Target sequences are enriched by patient-specific PCR and converted into DNA circles. Each circle undergoes the first rolling-circle amplification (RCA), generating long concatemeric templates. A pair of allele-specific padlock probes—one mutant-specific and one wild-type-specific—then interrogates hundreds of repeated target sequences within each RCA product. This majority-vote genotyping mechanism suppresses background noise and ensures unparalleled specificity for single-nucleotide differences. Circularized padlock probes are subsequently amplified in a second RCA, producing large, fluorescent DNA clusters known as superRCA products. Each reaction starting from 660 ng genomic DNA generates ~1 million superRCA particles, which are directly enumerated on a standard flow cytometer, providing the statistical power required for low-frequency mutation detection without the need for specialized instrumentation. Results The combined effects of repeated-sequence genotyping, dual-layer specificity, and high-count particle enumeration confer ultra-high sensitivity and precision. Spike-in dilution experiments demonstrated robust detection of point mutations down to 1 mutant in 100,000 wild-type molecules using flow cytometry as the readout. In longitudinal AML monitoring, the superRCA assay consistently identified persistent mutations after induction therapy and clearly revealed residual malignant clones preceding clinical relapse. Notably, the assay also detected corresponding leukemia mutations in peripheral blood mononuclear cells (PBMCs) when they were present in paired bone marrow samples, demonstrating the feasibility of blood-based MRD surveillance. Conclusions
The superRCA mutation assay offers a uniquely sensitive, specific, and practical solution for molecular MRD detection. Its single-tube, seven-step workflow (total assay time ~3 hours) and compatibility with routine flow cytometers make it well suited for widespread clinical adoption. With its ability to detect AML-associated mutations in peripheral blood with sensitivity comparable to bone marrow, superRCA opens the door to less invasive, more frequent MRD monitoring for improved patient management.

P294
Comparison Of Digital And Conventional Real-Time Quantitative Pcr For Bcr::Abl1 Monitoring In Chronic Myeloid Leukemia Patients
Jin-Yeong Han1,2, Suji Park1, Jae-Ryong Shim1
1Department of Laboratory Medicine, Dong-A University College of Medicine, Busan, South Korea, 2Seegene Medical Foundation, Busan, South Korea

Background: Accurate quantification of BCR::ABL1 transcripts is essential for measurable residual disease (MRD) monitoring in chronic myeloid leukemia (CML). Conventional RT-qPCR methods, which amplify BCR::ABL1 and ABL1 in separate wells, are vulnerable to pipetting errors and variability. In contrast, digital real-time PCR uses a multiplex single-well system, improving precision and simplifying workflow. This study evaluated the analytical performance and clinical utility of these two methods to determine their optimal application in different clinical scenarios. Methods: A total of 69 paired CML samples and 20 control samples were analyzed using both Optolane’s digital PCR system (Dr. PCR, Optolane, Seongnam, Korea) and a conventional RT-qPCR assay (ipsogen BCR-ABL1 Mbcr Kit, Qiagen, GmbH, Hilden, Germany). Analytical agreement was assessed using Passing-Bablok regression and Bland-Altman analysis to evaluate systematic bias, proportional error, and limits of agreement between methods. Results: Passing-Bablok regression demonstrated excellent linearity (CUSUM test p=0.467) with no significant systematic bias (intercept: -0.048, 95% CI: -0.222 to 0.000) or proportional error (slope: 1.016, 95% CI: 0.972 to 1.089). However, Bland-Altman analysis revealed substantial individual measurement variability (mean bias of 1.23%, 95% limits of agreement: -140% to +142%). Importantly, extreme discordances (±200% differences) occurred primarily at detection limits (≤1.0 log) where digital real-time PCR demonstrated superior sensitivity in detecting low-level transcripts missed by RT-qPCR, and at high copy number regions (≥4.0 log) where methodological differences in quantification approaches became apparent. Both methods correctly identified all 20 control samples as negative (0% false-positive rate), confirming specificity at baseline. Conclusions: This study demonstrates that the two methods have complementary clinical utilities: conventional RT-qPCR remains suitable for initial diagnosis due to its established clinical validation, international standardization (%IS), and transcript variant identification capabilities. Digital real-time PCR shows superior performance for MRD monitoring during treatment follow-up, particularly for detecting deep molecular responses due to its higher sensitivity, absolute quantification, and reduced technical variability from its multiplex design. These findings support a strategic approach where RT-qPCR is preferred for diagnostic confirmation and digital real-time PCR for sensitive MRD monitoring, maximizing clinical utility of both technologies in comprehensive CML management.

P295
Spectrum And Clinical Impact Of Hotspot Mutations In Acute Myeloid Leukaemia (Aml) Detected By Targeted Next-Generation Sequencing (Ngs): Experience From A Resource-Limited Setting
Wajeeha Iftikhar, Zeeshan Ansar, Usman Shaikh, Bushra Moiz
AGA KHAN UNIVERSITY HOSPITAL, Karachi, Pakistan

INTRODUCTION: The WHO 5th edition and International Consensus Classification (ICC) emphasize comprehensive molecular profiling in acute myeloid leukemia (AML), with next-generation sequencing (NGS) now integral to prognostication, therapeutic decision-making, and assessment of co-mutational effects. While extensive international data exist on AML mutational profiles, evidence from Pakistan remain limited to small studies or single-gene analyses without outcome correlation. This study characterizes the NGS-defined mutational spectrum of adult AML in Pakistan and evaluates its association with cytogenetics, ELN 2022 risk categories, and mortality. METHODS: A retrospective cross-sectional study was conducted at the Section of Hematology and Transfusion Medicine, Aga Khan University Hospital, Karachi (June 2022-December 2025). Adult AML patients (≥18 years) evaluated by a 29-gene NGS panel were included. AML was diagnosed per WHO criteria using bone marrow examination and/or flow cytometry, or by AML-defining genetic abnormalities. ELN 2022 criteria guided risk stratification. Demographic, laboratory, cytogenetic, molecular, and outcome data were collected and analyzed. RESULTS: 97 patients were included, with mean (±SD) age of 43.3 ± 15.6 years, showing male predominance (male: female 1.6:1). At presentation, anemia was universal (100%). Hyperleukocytosis (white blood cell count >100 ×10⁹/L) occurred in 12 patients (12%), while thrombocytopenia (<100 ×10⁹/L) in 79 patients (81.4%). Conventional karyotyping was available for 89/97 patients, demonstrating a normal karyotype in 47/89 patients (52.8%), while abnormal cytogenetics in 42/89 patients (47.2%), including 9/42 (21.4%) cases with complex karyotypes. NGS detected at least one mutation in 29/47 patients(61.7%) with normal karyotype and in 26/42 patients (62%) with abnormal cytogenetics, while no mutations were identified in the remaining cases. ELN stratification (n=95) classified 24 adverse, 23 favorable, and 48 intermediate-risk patients. TP53(7/24, 29%) and RUNX1(6/24, 25%) predominated in adverse risk, NPM1 (6/23, 26%) and DNMT3A (5/23, 22%) in favorable risk, and FLT3± NPM1 in intermediate risk (12/48, 25%). Overall mortality was 47% (46/97), occurring most frequently in intermediate-risk patients harboring FLT3 ± NPM1 (9/19, 47%), followed by adverse-risk patients with TP53(6/17, 35%) and RUNX1(4/17, 24%), and favorable-risk patients with NPM1 and DNMT3A (2/8, 25% each). CONCLUSION:  Our findings indicate that ELN 2022 may not fully reflect prognostic outcomes in Pakistani AML population. Many intermediate-risk deaths harbored FLT3 mutations not classified as adverse, while favorable-risk patients frequently carried DNMT3A, also not explicitly incorporated into ELN criteria. These findings indicate that co-mutational profiles may modify risk. Despite retrospective, single-center limitations, this study highlights the need for population-specific refinement of ELN risk stratification.

P296
Optical Genome Mapping As A Promising Tool For Identification Of Less Frequent Translocations In Multiple Myeloma
Jana Kotaskova1,2, Andrea Mareckova1, Eva Ondrouskova1, Michaela Bilcikova1, Johana Mayerova1, Tereza Ruzickova1,3, Jakub Pavel Porc2,4, Tomas Reigl2,4, Veronika Navrkalova1,2,4, Nela Sendlerova1, Martin Stork1, Ludek Pour1, Sabina Sevcikova1,3, Marie Jarosova1,2
1Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic, 2Institute of Medical Genetics and Genomics, Faculty of Medicine, Masaryk University, Brno, Czech Republic, 3Babak Myeloma Group, Department of Pathophysiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic, 4Central European Institute of Technology, Masaryk University, Brno, Czech Republic

Introduction: Multiple myeloma (MM) belongs among diseases with a high complexity of genomic aberrations. In nearly half of MM cases, the development of the disease is driven by causal translocations. The current diagnostic workflow uses FISH to detect aberrations in the IGH locus. If a disruption is confirmed, identification of the fusion partner follows, performed sequentially according to the frequency of the given translocation. This includes determining the most common translocations t(11;14)/IGH::CCND1, t(4;14)/IGH::FGFR3, t(14;16)/IGH::MAF, t(14;20)/IGH::MAFB, and occasionally t(6;14)/IGH::CCND3. However, in up to 15% of cases, FISH fails to identify the partner. Several techniques for identifying the translocation partner exist, and the choice depends on the capabilities of the laboratory. In our study, we tested the potential of optical genome mapping (OGM). Materials and Methods: Using OGM, we analyzed a cohort of 25 MM patients. For analysis, we used isolated bone marrow tumor cells (CD138+). The cohort included patients (i) without IGH disruption (n=7), (ii) with disruption and translocation confirmed by FISH (n=10), and (iii) with disruption without an identified partner (n=8). The findings were correlated with data obtained by a dedicated NGS panel (LYNX panel, PMID: 40346678) and by mFISH/FISH for samples when applicable. Results: In all ten patients with a translocation identified by FISH, we confirmed the findings using OGM. Among patients with IGH disruption, we identified translocation partners in five out of eight cases. Using OGM, we detected additional translocations outside theIGH locus in nearly all patients. Furthermore, we identified several structural variants that we consider clinically significant. These included extensive copy-neutral losses of heterozygosity (cnLOH), biallelic defects of tumor suppressors (CDKN2A/CDKN2B/RB1/TP53), and oncogene amplifications (MYC). These defects are not yet routinely assessed in myeloma diagnostics. Conclusion: Optical genome mapping represents an advanced approach to structural variant detection that is progressively being adopted in diagnostic settings. In our cohort, we confirmed the potential of this method for diagnostic use in MM. OGM successfully identified unknown translocation partners in patients with IGH disruption, revealed numerous significant aberrations that remain undetected within the current diagnostic workflow, and confirmed the genetic heterogeneity of MM. Supported by MH CZ - DRO (FNBr, 65269705), AZV NW26-03-00001, MUNI/A/1733/2025, Brno Ph.D. Talent

P297
Concurrent Myc And Ccnd1 Aberrations Define An Aggressive Subtype Of B-Cell Neoplasm With Atypical Diagnostic Features
Dimitrios Liakopoulos1, Stefanos I. Papadhimitriou1, Dimitrios Pavlidis1, Nikolaos J. Tsagarakis1, Ioulia Chaliori1, Sofia Chaniotaki1, Eirini Manoli1, Anna Kalogianni1, Christina Karela2, Andria Yiaskouri2, Stavros Kalafatis1, Athanasios Alexopoulos1, Evi Farmaki1, Georgios Paterakis2, Veroniki Komninaka1
1Hematology Laboratory, GNA “G. Gennimatas”, Athens, Greece, 2Department of Immunology, GNA “G. Gennimatas”, Athens, Greece

Introduction: MYC rearrangements are the diagnostic hallmark of Burkitt/Burkitt-like lymphoma, but they are also observed in other B-cell neoplasms. In this report, we share our experience with cases presenting with both MYC and CCND1 aberrations, summarizing their clinico-pathological features and underlining difficulties in the diagnostic approach. Methods: The study included 135 patients with B-cell lymphoma and a documented CCND1 rearrangement, resulting from the t(11;14)(q13;q32) translocation. Apart from routine cyto- and histo-morphology, immuophenotyping and cytogenetic study, representative samples from initial diagnosis were investigated with interphase FISH for MYC, BCL6, IGH, IGK and IGL rearrangements, t(8;14)(q24;q32), as well as TP53, ATM and CDKN2A/B deletions. Results: MYC aberrations were found in 11 patients (8.1%) and involved rearrangement (8) or amplification (3). In 5/8 cases with rearrangement, the MYC partner was one of the immunoglobulin light chain genes, while it was unidentifiable in one case. In the amplification cases, at least 8 copies of MYC were detected per nucleus. In addition to CCND1 and MYC aberrations, at least one additional cytogenetic abnormality was found in all cases. The result of the cytogenetic study was available in 5 cases and revealed a complex karyotype in all and hypodiploidy in 4 of them. The morphological features were consistent with Burkitt/Burkitt-like lymphoma, diffuse large B-cell lymphoma, "blastoid" MCL and acute lymphoblastic leukemia, in 6, 3, 1 and 1 case, respectively. Immunophenotyping revealed CD5 positivity in 9, CD10 positivity in 4 and MYC expression in 6 cases. In all cases, CCND1 expression was confirmed, but SOX11 positivity was found in only 2 cases. In 7 cases, Ki67 expression rate exceeded 90%. Patients were diagnosed in clinical stage III and IV (2 and 9, respectively). Median survival was 18 months (1-24+), with only 2 patients surviving at the time of data collection. Conclusions: B-cell lymphomas with concurrent CCND1 and MYC aberrations are aggressive tumors with atypical morphology and immunophenotype, sharing features of mantle cell lymphoma and high-grade disease. Certain phenotypic clues, in particular CCND1 and MYC protein expression, should prompt the investigation for aberrations of the respective genes. In the absence of data regarding oncoprotein expression, CD5 and CD10 positivity should also be taken into account for a targeted genetic investigation. As in all hematological malignancies, the elucidation of the genetic background is essential for a reliable risk assessment and the selection of the proper therapeutic approach.    

P298
Spectrum And Frequency Of Tp53 Alterations In Multiple Myeloma: A Single-Center Experience
Johana Mayerova1, Tereza Ruzickova1, 2, Andrea Mareckova1, Eva Ondrouskova1, Michaela Bilcikova1, Viera Hrabcakova1, Marek Borsky1, Sarka Pavlova1,3,4, Martin Stork1, Sabina Sevcikova2, Ludek Pour1, Marie Jarosova1,4, Jana Kotaskova1,4
1Center of Molecular Biology and Genetics, Department of Internal Medicine, Hematology and Oncology, University Hospital Brno, Brno, Czech Republic, 2Babak Myeloma Group, Department of Pathophysiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic, 3Central European Institute of Technology, Masaryk University, Brno, Czech Republic, 4Institute of Medical Genetics and Genomics, Faculty of Medicine, Masaryk University, Brno, Czech Republic

Introduction: TP53 is one of the most extensively studied tumor suppressor genes and plays a central role in cancer biology. Multiple myeloma (MM) is a highly heterogeneous malignancy caused by clonal proliferation of malignant plasma cells in the bone marrow. Current MM risk stratification relies primarily on the detection of high-risk chromosomal translocations and copy number abnormalities (CNVs), particularly gain(1q21) and del(17p), typically assessed by fluorescence in situ hybridization (FISH). However, other TP53 alterations, including single-nucleotide variants (SNVs) and copy-neutral loss of heterozygosity (cnLOH), are not routinely evaluated, despite growing evidence of negative prognostic impact. In our study, we focused on characterization of the frequency and molecular spectrum of TP53 alterations in a real-world MM cohort using targeted next-generation sequencing (NGS). Methods: DNA isolated from CD138+ bone marrow plasma cells from 292 MM patients at various disease stages was analyzed. For the evaluation of TP53 alterations, targeted capture-based NGS was performed using dedicated in-house panel (LYNX, PMID: 40346678) coupled with a custom bioinformatic pipeline. CNVs were confirmed by FISH as part of routine diagnostics. Detected SNVs with variant allele frequency (VAF) below the panel’s detection threshold of 5% were validated by amplicon-based sequencing. Cancer cell fraction (CCF) was estimated from VAF after correction for CD138+ sample purity and copy number status. Results: TP53 alterations were identified in 60 patients (21%). Of these, 26 patients harbored CNVs (22 losses and 4 cnLOH), 11 patients carried monoallelic SNVs (CCF 1,9–99,9%), and 23 patients exhibited biallelic TP53 inactivation consisting of a loss combined with an SNV (CCF 1,5–99,9%). Missense variants were the most common SNV type (24 out of 34 patients). Frameshift variants were observed less frequently (4 patients), with two cases initiating at codon 209. Conclusions: One-fifth of MM patients in our cohort carried a TP53 alteration. While losses detectable by FISH represented a substantial proportion of cases, a significant number of patients harbored TP53 cnLOH or SNVs (25%) that would not be captured by standard diagnostic workflows. Notably, 9 of 34 patients with TP53 SNVs in our cohort exhibited CCF values below 20%, suggesting a heterogeneous subclonal architecture. These findings highlight the complex landscape of TP53 alterations in MM and the importance of integrating relevant NGS-based approaches into routine diagnostics. Supported by MH CZ - DRO (FNBr, 65269705), AZV NW26-03-00001, MUNI/A/1733/2025, Brno Ph.D. Talent

P299
Impact Of Somatic Mutations On Treatment Response And Resistance In Chronic Myeloid Leukemia
Shruti Mishra1, Kailash Kumar2, Dinesh Kumar2, Ashwin Kamak2, Lovely Singh2, Nilesh Kumar2
1Bone Marrow Transplantation and Stem Cell Research Centre, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India, 2Department of General Medicine, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India

Introduction:
Tyrosine kinase inhibitors (TKIs) have transformed outcomes in chronic myeloid leukemia (CML), yet heterogeneous molecular responses and resistance remain. BCR::ABL1 kinase‑domain (TKD) mutations account for only part of this resistance, and the clinical impact of additional somatic mutations is not fully defined, especially in real‑world settings. Methods: We conducted a prospective, single‑centre cohort study including 139 CML patients: 74 with TKI‑resistant disease (Cohort 1) and 65 newly diagnosed (Cohort 2). Targeted next‑generation sequencing (NGS) using a 135‑gene myeloid panel was performed in 44 resistant and all 65 newly diagnosed patients; an earlier subset of 30 resistant patients underwent BCR::ABL1 TKD analysis by PCR/Sanger sequencing. Molecular response was assessed by BCR::ABL1 transcript levels on the International Scale and categorised using ELN 2020 criteria, with achievement of major molecular response (MMR) as the primary endpoint. Results: Among NGS‑tested patients (n=109), somatic mutations were detected in 52.3% of TKI‑resistant and 29.2% of newly diagnosed cases. All blast‑crisis patients in the resistant NGS subgroup were mutation‑positive, and multiple concurrent abnormalities were more frequent in resistant than newly diagnosed disease, indicating greater clonal complexity. In the newly diagnosed cohort, 52 patients had evaluable molecular response: MMR was achieved in 28/39 (71.8%) mutation‑negative and 6/13 (46.2%) mutation‑positive patients. Baseline mutation positivity was associated with lower odds of achieving MMR, but this did not reach statistical significance (odds ratio 0.34; 95% confidence interval 0.09–1.23; p=0.099). ASXL1 was the most common non‑ABL1 lesion but did not show a clearly independent effect on MMR in this cohort. Conclusions: In this Indian CML cohort, somatic mutations were common in TKI‑resistant disease and closely linked to advanced phase and clonal complexity. At diagnosis, baseline mutations showed an unfavourable but statistically non‑definitive trend toward lower early MMR. These findings support a context‑dependent role for genomic testing in CML and highlight the need for larger, uniformly tested cohorts with longer follow‑up before mutation profiles can be used as stand‑alone predictive tools in routine practice.

P300
UncoverIng COmplex STructural ALterations In WAldenstrÖM MAcroglobulinemia USing OPtical GEnome MApping
Tereza Ruzickova1,2, Johana Mayerova2, Andrea Mareckova2, Viera Sandecka2, Marie Jarosova2,3,4, Sabina Sevcikova1, Jana Kotaskova2,4
1Babak Myeloma Group, Department of Pathophysiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic, 2Department of Internal Medicine, Hematology and Oncology, University Hospital Brno, Brno, Czech Republic, 3Central European Institute of Technology, Masaryk University, Brno, Czech Republic, 4Institute of Medical Genetics and Genomics, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic

Introduction:  Waldenström macroglobulinemia (WM) is a B-cell malignancy characterized by bone marrow (BM) infiltration and secretion of monoclonal IgM. The disease is genetically defined by recurrent mutations in MYD88 and CXCR4, as well as deletions of 6q. While conventional diagnostic techniques like karyotyping are gradually being replaced due to their limited resolution and dependence on sample purity, modern methods are being utilized to detect rare alterations. Here, we employed optical genome mapping (OGM), an emerging genome-wide method, to identify structural variants (SVs) and copy number variations (CNVs) potentially missed by traditional diagnostics.   Methods:  We performed OGM on CD19⁺ BM cells isolated from seven newly diagnosed WM patients. Primary and secondary analyses were performed as a service (Institute of Applied Biotechnologies) using the Bionano Genomics platform, followed by tertiary analysis using the annotated rare variant pipeline and visualization in Bionano Access software, with subsequent manual curation.  Results:  OGM revealed multiple large-scale CNVs and complex SVs across the cohort. Recurrent chromosomal losses involving chromosome 6q were detected in three patients. Additional CNVs included 1p36 loss, affecting i.a. ARID1A, 3q13 gain with GATA2 affected, and 7q31 loss, affecting i.a. FOXP2 and WNT2. We also observed a loss of 8q21 including CASC9, long non-coding RNA associated with cancer progression, and 13q12 and 13q21-34 loss, affecting i.a. DIS3 recurrently mutated in multiple myeloma and tumor suppressor ING1.  Beyond CNVs, OGM identified diverse SVs, which were predominantly indels and duplications affecting genes involved in various critical cellular functions, such as MAPK signaling (MAPK3, duplication), G-protein signaling (RASA3, deletion; NRAS, deletion; NPY4R2, duplication), gene expression (ARID1A, deletion), genome stability (MGMT, insertion; SOD2, deletion), RNA interference (MIR7110, deletion; MIR15A, deletion), mRNA splicing (KHDRBS2, translocation), protein ubiquitination (TRIM43B, duplication; UBB, deletion), cell cycle (SFN, deletion; BUB1, inversion; TNF, deletion; RB1, deletion), cellular transport (SYT15B, duplication; TUSC3, deletion), cell adhesion and cytoskeleton (CAPZB, deletion; ACTR1B, duplication), and metabolism (QPRT, duplication; PKM, insertion).   Conclusions:  The identified structural alterations highlight the genomic complexity of WM and implicate pathways involved in signaling, chromatin organization, and genome stability. OGM provides a robust approach for comprehensive detection of CNVs and SVs beyond the resolution of conventional diagnostic methods. Supported by MUNI/A/1698/2025; InGA MUNI/11/PU/1/2025; NW26-03-00001; DRO FNBr 65269705; Program EXCELES LX22NPO5102.

P301
Factors Associated With Positive Cerebrospinal Fluid Mngs Results And Development Of A Predictive Model In Patients With Suspected Viral Meningitis
Chengfeng Shu
Bishan Hospital of Chongqing medical university ,Bishan Hospital of Chongqing, Chongqing, ID, China

Objective This study aimed to identify independent factors associated with positive CSF mNGS results in patients with suspected viral meningitis and to develop a predictive model. Methods A cross-sectional study was conducted among patients with suspected viral meningitis who were admitted to Bishan Hospital, Chongqing Medical University, between January 2023 and June 2025. Patients were divided into a study group(n=97) and a control group(n=65) according to whether their CSF mNGS results were positive or negative. Results A total of 162 patients with suspected viral meningitis were included, comprising 57.4%(93/162)men and 42.6%(69/162) women, with a mean age of 43.1±17.4years. Compared with the control group(n=65), the study group(n=97) had significantly higher CSF WBC counts [156(IQR:92–270)×106/L vs 96 (IQR:54–170)×106/L], higher protein concentrations [0.96 (IQR:0.64–1.40)g/L vs 0.73 (IQR: 0.50–1.10)g/L], and a greater proportion of patients who had not received corticosteroids within 72h before testing [90.7%(88/97) vs 78.5%(51/65)] (P<0.05). In multivariable logistic regression analysis, the following factors were independently associated with positive CSF mNGS results: no corticosteroid use within 72h [aOR=2.12(95%CI,1.03–4.34),P=0.01], CSF WBC≥100×106/L [aOR=2.56(95%CI,1.36–4.80),P=0.02], and CSF protein≥0.8g/L[aOR=1.99 (95%CI, 1.09–3.62),P=0.02]. The combined predictive model demonstrated good discrimination [AUC=0.84(95%CI,0.78–0.90)]. Conclusion The absence of corticosteroid use within 72h before testing, a cerebrospinal fluid WBC count of ≥100×106/L, and a cerebrospinal fluid protein concentration of ≥0.8g/L were independently associated with positive mNGS results in patients with suspected viral meningitis.

P302
Fndc3B As A Novel Npm1C-Menin Target Predicts Favorable Prognosis And Immunotherapy Response Across Hematological Malignancies
Zijun Xu, Wanzhu Liu, Tingxin Gao, Haoyu Cao, Fei Wang, Xiangmei Wen, Wei Zhao, Jiang Lin, Jun Qian
Affiliated People’s Hospital of Jiangsu University, Zhenjiang, China

Introduction Fibronectin type III domain containing 3B (FNDC3B), a transmembrane protein implicated in tumor progression and immune microenvironment regulation, has been identified as a RARA fusion partner in variant acute promyelocytic leukemia. However, its comprehensive role in hematological malignancies, including epigenetic regulatory mechanisms and clinical implications, remains unclear. Methods We systematically characterized FNDC3B expression patterns, epigenetic regulatory mechanisms, and clinical implications across 22 hematologic cancer subtypes using multi-omics data from over 10,000 patient samples. Targeted bisulfite sequencing was performed on 103 AML patients to validate methylation patterns. CUT&RUN and ChIP-seq analyses were conducted to elucidate transcriptional regulation by mutant NPM1. Results FNDC3B showed context-dependent expression across hematological malignancies, with significant upregulation in AML, ALCL, and AITL, and downregulation in ALL and CLL. High FNDC3B expression was associated with favorable prognosis in AML, DLBCL, and multiple myeloma, correlating with NPM1 mutations and FAB-M3 subtype. FNDC3B expression positively associated with interferon-γ signaling and anti-tumor immunity, and consistently predicted immunotherapy response across five hematologic malignancy types and multiple solid tumors. Mechanistically, we identified dual epigenetic mechanisms regulating FNDC3B in AML: complex region-specific methylation patterns with promoter hypomethylation driving expression, and direct transcriptional activation by mutant NPM1 through chromatin occupancy and H3K27ac deposition. CUT&RUN and ChIP-seq analyses demonstrated that NPM1c, together with Menin, directly binds the FNDC3B locus, with NPM1c degradation abolishing chromatin binding and transcription. Conclusions This study establishes FNDC3B as a favorable prognostic biomarker and immunotherapy response predictor across hematological malignancies, identifies a novel NPM1c-Menin-FNDC3B regulatory axis extending beyond the classical HOX/MEIS1 program, and provides rationale for combining Menin inhibitors with immune checkpoint blockade in NPM1-mutated AML.

P303
Unmasking Acute Leukemia: When Malaria Confounds Diagnosis&Mdash;A Case Report
Hanin B. Al Douhani1, Maryam S. Al Bakri2, Thuraya K. Al-busa'idi2, Abdelhadi M. Shebl2
1Oman Medical Speciality Board, Muscat, Oman, 2Sultan Taboos University Hospital , Muscat, Oman, 3Sultan Taboos University Hospital , Muscat, Oman, 4Sultan Taboos University Hospital , Muscat, Oman

Introduction: Malaria is a serious infectious disease caused by Plasmodium parasites and transmitted through the bites of infected mosquitoes. It remains a major global health concern, particularly in tropical and subtropical regions. Anemia and thrombocytopenia are the most common hematological changes accompanying malarial infection. Pancytopenia may occur secondary to bone marrow suppression or hemophagocytosis. However, its association with acute leukemia is unclear.  Here we report a middle-aged male who came with a high-grade fever and was found to have circulating blasts and malarial parasites on his blood smear. Methods: We present the case of an adult patient who was found to have malaria parasites with both ring forms and gametocytes on a peripheral blood smear, accompanied by hemolysis and cytopenia. Results: A 36-year-old healthy male, presented with a one-week history of fever, cough and headache. History of travel to Pakistan was noted one month ago. Examination revealed no lymphadenopathy or organomegaly. The initial complete blood count showed a hemoglobin of 10.6 g/dL, platelet count of 49X 10 9/L and white blood cells of 7.2X109. Blood film showed ring forms and gametocytes of Plasmodium vivax, along with 4% circulating blasts with no left shift. The malaria parasite rapid diagnostic test was positive for Plasmodium Vivax. Anti-malarial therapy was initiated with artesunate and primaquine. Bone marrow examination was performed , as the blast count increased to 8% within 2 days. Bone marrow aspirate showed numerous blasts accounting for 67% of total nucleated cells. These blasts were medium to large in size with high nuclear to cytoplasmic ratio, round to irregular nuclei with fine chromatin, 0-2 nucleoli and small to moderate amount of blue cytoplasm. Some blasts with Auer rods were seen. Bone marrow trephine was hypercellular with 60 % blasts. The immunophenotyping was consistent with acute myeloid leukemia. Cytogenetic analysis showed normal male karyotype and molecular studies showed mutated NPM-1. The findings of bone marrow examination indicated acute myeloid leukemia with monocytic differentiation. He was started on induction chemotherapy with 3+7 regimen alongside antimalarial medications. He achieved molecular remission following induction and received consolidation with a high dose Cytarabine. Bone marrow examination at end of treatment confirmed morphological and molecular remission. Conclusion: Although rare, the co-occurrence of malaria and acute leukemia presents a complex diagnostic challenge. Recognizing this association early and understanding the potential for cytopenia to be driven by both malaria and leukemia is essential for initiating appropriate treatment and improving patient outcomes.

P304
Recognition Of Myelodysplastic Syndrome And Chronic Myelomonocytic Leukemia Using The Sysmex Xr Analyzer Score
Alex Barragán Muñoz, Angel Molina , José Luis Bedini, Anna Merino
CORE Laboratory. Biochemistry and Molecular Genetics Department. Biomedical Diagnostic Center. Hospital Clinic. Barcelona. Spain, Barcelona, Spain

Introduction Myelodysplastic syndromes (MDS) and chronic myelomonocytic leukemia (CMML) often present with non-specific cytopenias and/or monocytosis, making laboratory triage challenging. Peripheral blood (PB) smear review remains essential to recognize dysplasia, and analyzer scores based on advanced hematology parameters have been proposed to support smear-reflex strategies, including the Sysmex XR NE-WX parameter related to neutrophil morphology. We evaluated the Sysmex XR MDS-score performance using the published decision threshold of 0.16, across confirmed cohorts, World Health Organization (WHO) subtypes, and in comparison with the Ogata flow cytometry score. Methods We conducted a prospective observational registry of 99 patients with bone marrow confirmed MDS or CMML. Complete blood counts and the MDS-score were obtained on a Sysmex XR-2000® hematology analyzer; PB morphology was reviewed using the CellaVision® DM9600 and flow cytometry was performed when indicated. Age, sex, WHO subtype, and Ogata score were recorded when available. A disease-control cohort included 48 patients with non-MDS anemia. Scores were summarized as median [IQR] and proportions >0.16 versus ≤0.16; association with Ogata was assessed by Spearman correlation and categorical agreement (Ogata ≥2) using observed agreement, discordance, and Cohen’s κ. Results Numeric scores were available for 80 MDS, 19 CMML, and 48 non-MDS (Table 1). Median scores were 0.778 [0.293–0.958] in MDS, 0.676 [0.289–0.956] in CMML, and 0.077 [0.012–0.264] in non-MDS. Score positivity (>0.16) occurred in 67/80 MDS (83.8%) and 15/19 CMML (78.9%). False negatives (≤0.16) were 13/80 (16.3%) in MDS, including multilineage dysplasia (4/19; 21.1%) and excess blasts (4/13; 30.8%); none occurred in del(5q) (0/11) or ring sideroblast MDS (0/4). In CMML, false negatives (4/19) were observed only in CMML-1. In non-MDS, 17/48 (35.4%) were >0.16 (false positives), mainly marrow failure/aplasia-hypoplasia (n=4), renal/uremic states (n=2), cancer-related anemia (n=2), liver disease (n=2), and other/unclear causes (n=7). In MDS with both metrics available (n=68), the analyzer score showed a modest association with Ogata (Spearman ρ=0.35; p=0.003); observed agreement between score positivity and Ogata ≥2 was 46/68 (67.6%), with 22/68 discordant classifications (Cohen’s κ=0.08). Conclusions At the 0.16 threshold, the MDS-score identifies most confirmed MDS and CMML but misses a clinically meaningful minority—particularly within multilineage dysplasia, excess blasts, and CMML-1—precluding its use as an independent rule-out criterion. Positivity among non-MDS indicates limited specificity in clinically complex controls. The score is best positioned as decision support within a combined reflex pathway integrating score-guided smear review, morphology, and flow cytometry, with local validation before routine implementation.

P305
Discrimination Of Malaria Parasites From Other Red Blood Cell Inclusions Using A Sam-Convnext-Based Ai Model
Kevin Barrera2, Mireia García4, Ángel Molina1, José Rodellar3, Anna Merino1
1CORE Laboratory. Biochemistry and Molecular Genetics Department. Biomedical Diagnostic Center. Hospital Clinic, Barcelona, Spain, 2Control, Data and Artificial Intelligence (CoDAlab), Department of Mechanical Engineering, Escola d’Enginyeria de Barcelona Est (EEBE), Universitat Politècnica de Catalunya, Barcelona, Spain, 3Control, Data and Artificial Intelligence (CoDAlab), Department of Mathematics, Escola d’Enginyeria de Barcelona Est (EEBE), Universitat Politècnica de Catalunya, Barcelona, Spain, 4Bioinformatics and Biostatistics, Universitat Oberta de Catalunya (UOC), Barcelona, Spain

Introduction: Timely malaria diagnosis (MAL) is a global medical emergency, and light microscopy remains the gold standard. However, automated identification of Plasmodium parasites in the red blood cells (RBC) is challenging due to their similarity to other non-parasitic structures, such as other inclusions. These include Howell-Jolly bodies (HJ), basophilic stippling (BS), Pappenheimer bodies (P), and platelets overlapping RBCs (PLT), which can cause false positives in screening systems. This study proposes an AI workflow for detecting malaria and differentiating it from other RBC inclusions.

Methods: A total of 157 peripheral blood (PB) smears were analyzed. Samples were stained using May Grünwald-Giemsa with the Sysmex SP-50 and RBC images were acquired using the CellaVision DM96 analyzer (2904 x 2922 pixels). The distribution of the images included 44 MAL, 43 PB, 39 HJ, 25 PP, and 6 PLT. Data corresponding to individual patients were split: 20% for independent testing (9 MAL, 9 BS, 8 HJ, 5 P, 1 PLT) and 80% for training. Training smears were divided into 365 x 420-pixel crops. For cell extraction, the Segment Anything Model (SAM) automatically generated segmentation masks, followed by post-processing to isolate individual RBCs. After cleaning, a single-cell dataset was created: 160 MAL, 326 HJ, 290 P, 160 BS, 160 PLT, and 243 normal RBC (NRBC). After evaluating the performance of several CNN and Vision Transformer-based architectures, the ConvNeXt Tiny model was selected for the final classification. The final workflow (Figure 1A) inputs the digital image, extracts RBCs via SAM, and provides the the classification.

Results: System validation was carried out in two stages. First, classifier performance was evaluated on 289 single RBC images from the independent test set (40 MAL, 40 BS, 40 PLT, 51 P, 57 HJ, 61 NRBC). The confusion matrix (Figure 1B) demonstrated 100% sensitivity and specificity for MAL, BS, PLT, and P. HJ and NRBC achieved sensitivities of 98.25% and 98.36%, respectively, with only two misclassifications toward the P class. In a second step, the entire pipeline was validated using the complete field images. In the nine patients of the test set, the system correctly identified malaria, reporting parasitemia levels ranging from 6% to 26%.

Conclusion:  The developed system accurately distinguishes the parasite from other RBC inclusions, overcoming challenges related to morphological similarity. By enabling the simultaneous detection and quantification of the percentage of parasitized RBCs, the system can be a support tool for malaria diagnosis and clinical management.

P306
Deep Learning Quantification Of Reactive Lymphocytes In Peripheral Blood Predicts Clinical Outcome After Car-T Therapy
Alejandro Calvera1, Kevin Barrera2, Jose Rodellar2, Nuria Martínez-Cibrián3, Nil Albiol3, Aina Oliver3, Julio Delgado3, Carlos Fernández de Larrea3, Valentín Ortiz-Maldonado3, Anna Merino4
1Biochemistry and Molecular Genetics Department, Biomedical Diagnostic Center (CDB), Hospital Clínic of Barcelona, Barcelona, Spain, 2Mechanical Engineering Department, Universitat Politècnica de Catalunya - BarcelonaTech, Barcelona, Spain, 3Hematology Department, Hospital Clínic of Barcelona, Barcelona, Spain, 4CORE Laboratory, Biomedical Diagnostic Center (CDB), Hospital Clínic of Barcelona, Barcelona, Spain

Introduction Chimeric Antigen Receptor T-cell (CAR-T) therapy has demonstrated promising efficacy in several lymphoid malignancies. During the early post-infusion phase, effective expansion of CAR-T cells is mirrored by the presence of reactive lymphocytes (RL) in peripheral blood (PB), characterized by increased size and abundant basophilic cytoplasm. While flow cytometry remains the gold standard for quantifying CAR-T expansion, its limited availability and high cost have positioned PB morphology examination as a potential monitoring alternative. However, manual quantification of RL can be subjective and prone to inter-observer variability. In this study, we evaluated a Deep Learning model to automatically quantify RL kinetics during the first month post-infusion to assess its predictive value for clinical response. Methods Twenty patients were included in this study with the following diagnosis: plasma cell neoplasms (8), B-cell lymphoma (4), and B-acute lymphoblastic leukemia (8). All of them received CAR-T therapy and were monitored for the first 35 days post-infusion. Routine follow-up PB smears stained with May Grünwald-Giemsa were processed using CellaVision DM9600, and manual WBC differential count was conducted by two expert observers. All lymphocyte images were retrieved, obtaining a final dataset of 3,683 images. For automated classification of normal lymphocytes vs. RL, a Vision Transformer-based model was developed using DINO self-supervised learning. This model was previously validated on an independent dataset, achieving 97.15% overall accuracy. Patients were retrospectively stratified into good responders (complete remission, n=15) and poor responders (non-complete remission or exitus, n=5). The kinetics obtained by the model were compared between groups using Generalized Additive Models and Mann-Whitney U tests, while the correlation between automated and manual counts was assessed via Spearman and Bland-Altman analysis. Results The model demonstrated high concordance with manual quantification (Spearman ρ=0.92, p<0.0001; ICC=0.927), and Bland-Altman analysis revealed minor overestimation of RL by the algorithm (-6.75 bias). Model-derived kinetics revealed a distinct profile in good responders, characterized by an expansion of RL peaking at median day 13 post-infusion [IQR 10.5-13.5], absent in poor responders. Good responders presented a significantly higher maximum peak of reactive cells compared to poor responders (median of 43% of total WBC [IQR 37-53] vs. 16% [13-27]; p=0.0037) and a greater AUC (465 [309-677] vs. 227.5 [209-343]; p=0.0446). Conclusions Our model provides a robust automated quantification of reactive lymphocytes that shows high concordance with expert assessment. The kinetic profiles generated by this tool effectively stratify clinical response, offering an accessible alternative for routine CAR-T monitoring and outcome prediction.

P307
Point-Of-Care White Blood Cell Differential Testing In Pediatric Inpatients (2 Months-17 Years): Analytical And Diagnostic Performance Of Hemoscreen
Alessio Correani1,2, Beatrice Niccoletti3, Marianna Pavani3, Michela Sampaolo3, Lucia Finaurini3, Michela Pelloso4, Martina Montagnana4,5, Marco Moretti3
1University of Padua, Department of Biomedical Sciences, Padua, Italy, 2Università Politecnica delle Marche, Department of Odontostomatologic and Specialized Clinical Sciences, Ancona, Italy, 3Medicina di Laboratorio, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy, 4Laboratory Medicine, University-Hospital of Padua, Padua, Italy, 5University of Padua, Department of Medicine, Padua, Italy

INTRODUCTION: Point-of-care (POC) hematology testing is gaining increasing attention in pediatric practice, where rapid turnaround time and small sample volumes are essential. HemoScreen is a POC hematology analyzer that integrates viscoelastic focusing and digital imaging with artificial intelligence-assisted algorithms to perform complete blood counts (CBCs), including five-part white blood cell (WBC) differentials, using small blood volumes (40 µL) with minimal handling. Although these characteristics are particularly relevant in pediatrics, comparative evidence with central laboratory analyzers in pediatric populations remains limited. Given the key diagnostic role of WBC differentials in children, this study aimed to evaluate the performance of HemoScreen for five-part WBC differential counts. METHODS: We prospectively analyzed 141 venous K2-EDTA samples from pediatric inpatients aged 2 months-17 years. CBCs were first obtained with the Sysmex XN-1000 and subsequently reanalyzed with HemoScreen. Blood smears were prepared, digitized with CellaVision DC-1, and independently reviewed by experienced cytologists. HemoScreen five-part WBC differentials were compared with cytologist-reviewed digital microscopy using Passing-Bablok regression, Spearman’s correlation, and Bland-Altman analysis. Diagnostic agreement at clinically relevant thresholds, as well as concordance between HemoScreen flagging and cytologist review, were also assessed using Cohen’s κ. RESULTS: Passing-Bablok regression results are presented in Figure 1. Correlations for WBC subsets were strong to excellent (ρ = 0.625-0.977). Mean bias values were within or close to adult European Federation of Clinical Chemistry and Laboratory Medicine (EFLM)-derived acceptable bias limits for neutrophils (NEUT) and lymphocytes (LYMP). Diagnostic agreement was excellent for neutropenia, neutrophilia and lymphocytopenia (κ = 0.807-0.917), and good for lymphocytosis, monocytosis, and eosinophilia (κ = 0.524-0.664). HemoScreen flagged 31.9% of samples for abnormal cells, with a sensitivity of 74.1%, specificity of 78.4%, positive predictive value of 45.5%, negative predictive value of 92.6%, and overall efficiency of 77.5%. CONCLUSIONS: In venous samples from pediatric inpatients, HemoScreen provided WBC differentials consistent with cytologist-reviewed digital microscopy. Its conservative flagging performance supports its potential role in prioritizing peripheral blood smear review within pediatric laboratory workflows.

P308
Red Blood Cell Rods: A Hitherto Undescribed Morphologic Finding
Katherine A. Devitt1,2, Juli-Anne Gardner1,2, Clayton Wilburn1,2, Pamela C. Gibson1,2, Russell W. Brown1, Brad P. Vietje2, Douglas J. Taatjes2
1University of Vermont Medical Center, Burlington, VT, United States, 2Larner College of Medicine at the University of Vermont, Burlington, VT, United States

Introduction Red blood cell (RBC) inclusions have been widely studied and characterized since the inception of stained peripheral smears in the late 1800s. To date, published literature does not contain descriptions of intracellular needle-like or rod-like structures within RBCs. Herein, we describe a case of rod-shaped RBC inclusions discovered within the peripheral blood of a severely ill patient. We seek to further characterize them using available ancillary studies and contribute to existing literature on RBC inclusions. Methods The inclusions were first identified on review of a Wright-Giemsa-stained peripheral blood smear. Additional workup included assessment via polarized light, iron stain, microbiology review, hemoglobin electrophoresis, and electron microscopy (EM). Results Multiple single intracellular rod-shaped inclusions were noticed within RBCs in the peripheral blood smear of a critically ill patient with extensive acute medical issues including necrotizing pancreatitis, hepatitis, encephalopathy, bowel necrosis and resection, sepsis, cardiac arrest, thrombosis, and kidney injury. The inclusions showed a slight variation in appearance from long, fine, and needle-like to slightly darker and coarser (Figure 1). Their appearance was limited to RBCs only, many of which contained basophilic stippling. Background RBCs showed basophilic stippling and target cells, and WBCs showed Dohle bodies and toxic granulation. The rods were seen for multiple days, persisting in the blood for at least 3 months. The inclusions were non-polarizable and negative by iron staining, and their appearance not typical of any infectious organism. Hemoglobin electrophoresis was negative for all common hemoglobin variants. EM performed on a peripheral smear as well as a fixed cell pellet revealed several roundish RBC inclusions, likely representing the basophilic stippling seen throughout the RBCs morphologically, and a rare possible linear inclusion, though was not conclusive. Conclusions We describe a hitherto undescribed morphologic finding of RBC rods in the peripheral blood of a critically ill young adult patient. Their presence amid abundant basophilic stippling, a common phenomenon seen in but not limited to patients with stressed erythropoiesis, suggests that their formation may be related to disordered erythropoiesis. However, the precise nature and composition of these structures could not be definitively explained during our investigation. We believe this case adds to the literature on RBC inclusions with hope that dissemination of this finding will promote further recognition and possible elucidation of their origin.

P309
A Multicentre Pivotal Clinical Study Of Asus Blade: Artificial Intelligence For Peripheral Blood Film Analysis
Bingwen Eugene Fan1,2,3,4, David Tao Yi Chen5, Wei Yong Kevin Wong6, Kian Guan Eric Lim6, Yi Xiong Ong6, Cathy Chang5, Pik Wan Erica Chiang1, Yu Yue Hew1, Siti Thuraiya Binte Abdul Latiff2, Chiew Yan Lee1, Sanchalika Acharyya7, Rui Yuan Shum5, Moh Sim Wong2, Hemalatha Shanmugam1, Stefan Winkler5, Ponnudurai Kuperan1,2,3,4
1Department of Haematology, Tan Tock Seng Hospital, Singapore, Singapore, 2Department of Laboratory Medicine, Khoo Teck Puat Hospital, Singapore, Singapore, 3Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore, 4Yong Loo Lin School of Medicine, National University of SIngapore, Singapore, Singapore, 5ASUS Global Pte Ltd , Singapore, Singapore, 6Department of Laboratory Medicine, Tan Tock Seng Hospital, Singapore, Singapore, 7Clinical Research and Innovation Office, Tan Tock Seng Hospital, Singapore, Singapore, Singapore

Introduction: Blade is an artificial-intelligence-enabled computer-vision platform for peripheral blood film (PBF) analysis, co-developed by NHG Laboratory Services and ASUS Global. It assists trained laboratory personnel in white-cell differential count (WBC DC), red-cell morphology review, and platelet estimation. The software, currently under regulatory review by Singapore’s Health Sciences Authority as a Software-as-a-Medical-Device (SaMD), aims to enhance diagnostic accuracy and reproducibility in haematology workflows.   Methods: A prospective, multicentre method-comparison study was conducted at Tan Tock Seng Hospital and Khoo Teck Puat Hospital between December 2024 and May 2025. A total of 250 PBFs (122 normal, 128 abnormal) were independently analysed by two trained operators using Blade and standard manual microscopy (MM). The study evaluated concordance for WBC DC, RBC count estimates, and platelet (PLT) estimates. Agreement was assessed by Lin’s concordance correlation coefficient (CCC), and AI performance was expressed as sensitivity, specificity, and overall accuracy. Safety endpoints captured adverse events and near-misses. Statistical analyses were performed in R version 4.4.1.   Results: Blade achieved a nucleated-cell detection rate of 99.99 % (95 % CI 99.97–100.00). Agreement with MM was high across all categories (CCC range 0.81–0.96 for WBC subtypes; RBC 0.99; PLT 0.88). AI pre-classification performance met all predefined endpoints, with macro-averaged sensitivity 0.885, specificity 0.993, and accuracy 0.987 across 15 cell types (Figure 1). Bland–Altman analysis showed minimal mean bias (e.g., neutrophils −0.98 pp; lymphocytes −3.03 pp). Platelet estimates displayed a mean difference of −19.4 ×10⁹/L (LOA −136.2 to +97.3 ×10⁹/L). Blade also demonstrated tighter inter-operator reproducibility than MM for leukocyte and platelet measurements (CCC > 0.93), confirming enhanced consistency. No hidden misclassifications, data-transfer errors, or safety events were observed across 500 paired reads.   Conclusion: In this pivotal evaluation, Blade met all five prespecified performance and safety endpoints, exhibiting strong concordance with manual microscopy and high AI accuracy in pre-classification. By reducing inter-operator variability and achieving near-complete cell detection, Blade provides a robust, efficient, and safe digital alternative for peripheral blood film interpretation. These findings support its clinical adoption as an assistive AI tool to enhance scalability and consistency in haematology laboratories.

P310
Detection And Classification Of Megakaryocyte Dysplasia Using Deep Learning
Defne Gulmez1, Elif G Umit2
1Sorbonne Université, Department of Engineering and Computer Science, Paris, , France, 2Trakya University School of Medicine, Department of Hematology, Edirne, , Turkey

Introduction Megakaryocyte (MK) dysplasia is defined as dense or loose clustering, frequent endosteal translocation and hyper-chromatic, hypo-lobulated, bulbous or irregularly folded nuclei along with an aberrant nuclear/cytoplasmic ratio according to the revised 2022 WHO criteria, and termed as micromegakaryocyte, hypolobulation (including monolobulation), multiple separated nuclei, and as per 2017 classification, emperipolesis, shedding and bare nucleus. Dysmegakaryopoiesis is either underevaluated or generalized as “present/observed” in bone marrow aspirations and biopsies and misinterpreted by the clinicians. In this study we aimed to evaluate the classification of the categories of dysmegakaryopoiesis by deep learning (DL). Methods 450 images of MKs from 50 patients who have been under investigation due to cytopenias and  have underwent bone marrow aspiration were evaluated and included in the initial dataset. Images were captured using Nikon Eclipse LV150N Light microscopy. Images were categorized as normal, micromegakaryocyte, hypolobulated, multiple separated nuclei, emperipolesis, shedding and bare nucleus. Classification approach included image pre-processing, segmentation of MKs, extensive data augmentation (including rotation, scaling, color alterations) and transfer learning using weights pre-trained on ImageNet. 388 images were selected as the secondary dataset after preprocessing steps. A critical step was the implementation of class-spesific threshold tuning to optimize the F1-score for each morphology. Results Within the initial image group, 36 images had normal MKs while 41 had microMK, 167 had hypolobulation, 51 had multiple separated nuclei, 30 had bare nucleus, 34 had emperipolesis and 29 had shedding. Overall metrics, tuned and untuned thresholds and matrices were summarized in table 1.  Analysis of the individual class performance revealed strong classification capabilities for the Hypolobulated (F1: 0.858) and Multiple-Separate-Nuclei (F1: 0.876) classes. Notably, the Micromegakaryocyte and Shredding classes achieved perfect recall (R_{tuned} = 1.000), but with lower precision (0.695 and 0.674, respectively), suggesting an increased rate of false positives for these rare morphologies. The most significant challenge was the Emperipolesis class, which yielded a substantially lower F1-score of 0.440 (Recall: 0.324), pointing to the difficulty in accurately learning and distinguishing this specific, rare morphological feature from the limited training examples . Conclusions DenseNet121 model combined with threshold tuning provides a highly effective framework for automated megakaryocyte dysplasia classification. Hypolobulation and Multiple-Separate-Nuclei were easily identifiable, achieving high F1 scores, confirming the model’s proficiency in detecting these common morphological changes. However, the significantly lower performance on Emperipolesis indicates a potential blind spot that must be further evaluated and addressed. 

P311
Blast Morphological Abnormalities In De Novo Acute Myeloid Leukemia (Excluding Acute Promyelocytic Leukemia) And Their Associations With Genetic Alterations.
Ajeeva Ithayakumar, Eric Guiheneuf
CHU Amiens-Picardie, Amiens, France

Introduction : Acute myeloid leukemias (AML) constitute a heterogeneous group of malignant hematologic disorders characterized by a clonal proliferation of immature myeloid cells. Diagnosis currently relies on an integrated approach combining morphology, cytogenetics, and molecular profiling. However, the precise contribution of blast morphology in defining non-APL (acute promyelocytic leukemia) de novo AML subtypes remains insufficiently documented. While certain morphological features have been historically used for classification, only a limited number have been clearly associated with specific genetic alterations. For instance, the presence of cup-like nuclear invaginations has been repeatedly associated with NPM1 mutations, often in combination with FLT3 alterations, suggesting that blast morphology may provide early clues to the underlying molecular profile. The aim of this study was therefore to describe in detail blast morphological abnormalities on bone marrow aspirates in de novo AML and to evaluate their potential associations with recurrent genetic abnormalities known for their diagnostic, prognostic, or therapeutic relevance.  Methods : We conducted a retrospective single-center study including de novo AML diagnosed between 2019 and 2024 at Amiens University Hospital. APL cases were excluded. Bone marrow smears were reviewed at ×100 oil immersion by two independent observers. Morphological features assessed included: nuclear convolutions, cup-like nuclei, Auer rods, Pseudo-Chediak-Higashi inclusions and cytoplasmic vacuolization. Genetic analyses included recurrent fusion transcripts (RUNX1::RUNX1T1, CBFβ::MYH11), recurrent AML-associated mutations (NPM1, FLT3-ITD/TKD, CEBPA), mutations related to myelodysplasia-associated AML, and conventional cytogenetic analysis. Main Results :  - 68% of patients presented one or more morphological abnormality. - Nuclear convolutions were the most frequent (~40%), predominantly in M4/M5 AML, associated with NPM1 and CBFβ::MYH11. - Cup-like nuclei accounted for ~7% of cases on marrow smears, a strong association was observed with NPM1 and FLT3, consistent with published data. - Auer rods were found in ~26% of cases, mostly in M2 AML, and strongly associated with RUNX1::RUNX1T1. - Pseudo-Chediak-Higashi inclusions were rare, also enriched in M2 AML and frequently linked to RUNX1::RUNX1T1. - Cytoplasmic vacuoles were more frequent in M5 AML but showed no significant genetic association. Conclusion : This study confirms expected morpho-genetic correlations, including cup-like nuclei with NPM1/FLT3 mutations and Auer rods with RUNX1::RUNX1T1. Pseudo–Chédiak-Higashi inclusions were also associated with RUNX1::RUNX1T1, in line with a limited number of case reports. Blast morphology may help prioritize molecular testing early in the diagnostic workflow, although multicenter validation and multivariate analyses are required before its integration as a predictive decision-support tool.

P312
Blind Diagnostician Language: A Multimodal System For Structured Analysis Of Medical Image Data With Application In Haematological Cytomorphology
Milos Kudelka1, David Starostka2, Tomas Anlauf1, Lukas Papik1, Richard Dolezilek3
1Department of Computer Science, Faculty of Electrical Engineering and Computer Science, Technical University of Ostrava, Ostrava, Czech Republic, 2Laboratory of Haematooncology and Clinical Biochemistry, Hospital Havirov, Havirov, Czech Republic, 3Department of Pathology, Hospital Havirov, Havirov, Czech Republic

Introduction Modern haematological diagnostics generate large amounts of image data, the assessment of which is subjective and expert dependent, with downstream diagnostical implications. Increasing evidence supports the technical feasibility of automation, digitisation and the use of AI to capture diagnostically relevant features and to assist and refine expert judgement. We present a multimodal system, termed Blind Diagnostician Language (BDL), which transforms visual data into structured, comprehensible textual descriptions that are subsequently processed using language models. Methods BDL integrates two AI models that perform specialised tasks using dedicated agents. A vision-language model (VLM) performed a semantic analysis of image data and converted it into a textual representation, while a large language model (LLM) was used for subsequent logical deduction, summarisation and output generation. The VLM generated a structured image description according to a predefined template (e.g. quantification, symmetry, density, distribution), which was then processed by the LLM into a concise narrative description. For querying, a retrieval-augmented generation (RAG) approach was employed. The RAG process identified the most relevant records in a database of images or their descriptions, after which the LLM generated a response to the query. The entire workflow was controlled by orchestrated VLM/LLM-based agents that determined the sequence of steps, selected appropriate tools and interpreted results according to predefined goals. BDL was initially applied to the analysis of digital images of megakaryocytes (MKCs). In a bone marrow smear with reactive haemopoiesis, a digital record of all MKCs was obtained at high magnification using Morphogo equipment. Twenty representative, high-resolution MKC images were selected for analysis, and a precise semantic image-labelling template was defined. The objective of BDL was to classify MKCs into groups based on combined visual and semantic similarities. Results Based on visual and semantic similarities, BDL classified the analysed MKCs into four distinct groups (clusters) (Figure; MKCs are numbered, clusters are colour-coded). This approach demonstrates potential applications in haematological cytomorphology, including refinement of differential counts and morphological characterisation of cell populations, improved classification of indeterminate cells, evaluation of dysplasia, identification of cases with similar morphology and classification of myeloproliferative neoplasms. Conclusions BDL represents a multimodal system that integrates visual and linguistic models into a unified diagnostic framework. The conversion of image data into structured textual representations has the potential to significantly enhance decision-making in haematological morphology. This methodology enables advanced search for similar morphological findings and contributes to the objectification and improvement of diagnostic processes in haematology.

P313
Development Of A Convolutional Neural Network Model For Automated Pre-Classification Of Bone Marrow Cells
Junxun Li1, Haiquan Chen2, JianPing Xiao2, Yuan Xing2, Shan Yu2, Yan Liu2, Bo Ye2
1The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, , China, 2Clinical Department (IVD), Shenzhen Mindray Bio-Medical Electronics Co., Ltd, Shenzhen, , China

Background:
Morphological analysis of bone marrow cells plays a crucial role in the diagnosis, treatment, and prognosis of hematological diseases. Specifically, the morphology and count of myeloblasts, monoblasts and promonocytes in the bone marrow are key indicators in diagnosing acute myeloid leukemia (AML). Traditional bone marrow examination relays on manual microscopy, which is time-consuming and highly dependent on the expertise of morphologists. This study aimed to develop an end-to-end convolutional neural network (CNN) model for the automatic pre-classification of bone marrow cells to assist clinicians in diagnosing hematological malignancies.    Methods: An end-to-end convolutional neural network (CNN) model incorporating feature fusion and attention mechanisms was employed for the pre-classification of bone marrow cells. The attention mechanism helps the model focus on key image features, thereby enhancing its classification performance. The pre-classification of bone marrow cell types include myeloblasts, monoblasts, promonocytes, neutrophils, eosinophils, basophils, erythroblasts, monocytes, lymphocytes, plasma cells, and megakaryocytes. A total of 174 samples were used for training, including 26 AML cases and 92 normal samples. Images were captured from the bone marrow smear working area with a Mindray MC-80 digital morphology analyzer, resulting in 226,440 cell images. Additionally, 128 samples were collected for testing, of which 24 were AML cases. All samples underwent both manual microscopic examination and automated pre-classification by the CNN model. The results from the automated classification were validated by morphologists to evaluate the pre-classification accuracy and sensitivity.    Results:
The AI model achieved an overall pre-classification accuracy of 91.8% in detecting all cell types classified in the study. For detecting blast cells (myeloblasts, monoblasts and promonicytes), the model demonstrated a sensitivity of 85.7% and specificity of 97.1%. The positive predictive value (PPV) for AML diagnosis was 98.4%, and the negative predictive value (NPV) was 95.3%. The correlation between the automated classification results and manual microscopy was strong, with a correlation coefficient exceeding 0.91 for cell types present in proportions greater than 5%.   Conclusion: The CNN model's pre-classification results were consistent with manual microscopy, demonstrating its potential as an auxiliary tool for bone marrow examination and its application in the clinical diagnosis of hematological malignancies.

P314
Serial Peripheral Blood Morphologic Monitoring Of Car-T Cell Expansion And Biological Activity
John D Marra1,2, Simona Sica1,2, Federica Sora'1,2, Eugenio Galli1,2, Ilaria Pansini1,2, Alessandro Corrente1, Silvia Bellesi2, Nicoletta Pelliccioni2, Gina Zini1, Patrizia Chiusolo1,2
1Sezione di Ematologia, Dipartimento di Scienze Radiologiche ed Ematologiche, Università Cattolica del Sacro Cuore, Rome, Italy, 2Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Rome, Italy

Introduction: CAR-T therapy induces profound immune changes and toxicities that are typically monitored clinically, including fever, hypoxia, and neurologic impairment. We evaluated whether serial morphologic assessment of peripheral blood (PB) samples could provide a practical marker of in vivo CAR-T activity.   Methods: PB samples obtained for routine monitoring were collected for six consecutive patients who underwent CAR-T at our center between October and November 2025. This cohort included two patients with mantle cell lymphoma receiving brexucabtagene autoleucel, one patient with ALL receiving brexucabtagene autoleucel, two patients with DLBCL receiving axicabtagene ciloleucel, and one patient with DLBCL receiving lisocabtagene maraleucel. All patients received standard lymphodepleting conditioning with fludarabine and cyclophosphamide. PB smears were prepared using the Atellica automated slidemaker and submitted to the Scopio full-field digital analyzer. CAR-T expansion was evaluated by flow cytometry.   Results: Following conditioning therapy, all patients presented severe lymphopenia. Five patients experienced fevers and grade 1-2 cytokine release syndrome (CRS) during the first week post-infusion, requiring one or two doses of tocilizumab (anti-IL-6) in all five patients. Dexamethasone was administered to four patients for persistent CRS and/or neurotoxicity. Serial morphologic assessment revealed emergence of lymphocytes with increased dimensions, irregular shape, hand-mirror extensions, irregular nuclear contour, loose chromatin, and/or dense granules, consistent with an expanding population of activated effector lymphocytes. Patients with CRS experienced a robust early expansion of atypical lymphocytes preceding or coinciding with onset of CRS. In the patient without CRS, lymphocytes with the same morphological features were also observed during this period, suggesting these cells reflect in vivo CAR-T expansion rather than toxicity alone. In addition, patients with CRS exhibited a pronounced late expansion of atypical lymphocytes with consistent morphologic features between day +14 and +28. Distinct eosinophil kinetics were observed and confirmed by digital microscopy. The patient without CRS had a relatively high baseline eosinophil count, which remained stable throughout the post-infusion course. In contrast, patients with CRS developed marked eosinopenia followed by transient eosinophilia during weeks three to four, consistent with marrow recovery. This eosinophil rebound was delayed in patients receiving prolonged dexamethasone.   Conclusions: Serial morphologic assessment of PB samples enables real-time visualization of immune activation and provides evidence of CAR-T expansion even in the absence of overt clinical toxicities. Eosinophil kinetics may serve as a marker of marrow reserve and immune reconstitution. Routine review of the PB smear represents a practical, widely accessible laboratory approach for assessing in vivo CAR-T biological activity.

P315
Comparative Evaluation Of Blast Detection In Acute Leukemia By The Mindray Mc-80 Digital Microscope Versus Manual Microscopy
Dyna M. Medetova, Daria D. Kovaleva, Vladimir S. Vlasov, Yulia V. Mirolyubova, Yulia I. Karpova, Natalia Y. Chernysh, Elena Y. Vasilyeva
Federal state budgetary institution , St.Petersburg, Russia

Introduction: Accurate blast identification in peripheral blood is critical for acute leukemia management. While manual microscopy (MM) remains the reference standard, it is subjective and labor-intensive. With the advancements of hematology analyzer, blasts in the peripheral blood could be alarmed at an early stage. However, the diagnostic accuracy should be investigated before the clinical implementation. In this study, the diagnostic performance of the digital microscope MC-80 with software for blood cell morphological assessment for blast detectionwasevaluated by comparing with MMresults. Methods: The cohort included 100 patients (65% female, aged 5-78 years) with acute leukemia at diagnosis or during therapy. Peripheral blood samples from the Almazov National Medical Research Center were analyzed in parallel by the digital microscope MC-80 (using LabXpert software) and manual microscopy. Two experienced morphologists independently performed manual blast counts per 200 leukocytes. Statistical analysis (SPSS Statistics) employed Spearman’s correlation, Passing-Bablok regression, and Bland-Altman analysis, with outliers excluded using Tukey's method. Results: The analyzer demonstrated 96% sensitivity for blast detection compared to MM (100%). The four false-negative cases corresponded to minimal manual counts (1/200 cells). The MC-80 typically overestimated counts, with median values of 6 [IQR 4.25; 14] versus 5 [IQR 1; 8] for MM, showing strong correlation (rho=0.825, p<0.001). Passing-Bablok regression indicated a significant proportional systematic error (slope=1.25, CI:1.05-1.63) but no constant error. Bland-Altman analysis confirmed a mean bias of +3.1 blasts per 200 cells (limits -4.4 to +10.6). While not clinically significant and protective against missed detections, this bias necessitates manual validation of flagged samples. Conclusions: The Mindray digital microscope MC-80 with software for blood cell morphological assessment is a highly sensitive screening tool for blasts in acute leukemia. Its high negative predictive value and tendency to overcall ensure reliable flagging of true positives, supporting its role as an effective laboratory safeguard that reduces the risk of missed pathology while requiring confirmatory morphology.

P316
Performance Of The Ai-Based Digital Morphology Analyzer (Cal6000, Mindray) For Peripheral Blood Leukocyte Differential From Donor Samples
Margarita E. Pochtar1,2, Svetlana A. Lugovskaya1,2, Nadezhda S. Markina1, Evgeniy V. Pochtar1, Alexander I. Kostin3, Ludmila A. Romanova1
1Russian Medical Academy of Continuing Professional Education, Ministry of Health of the Russian Federtion, Moscow, Russia, 2Botkin Hospital, Moscow, Russia, 3Sklifosovsky Research Institute for Emergency Medicine, Moscow Department of Health, Moscow, Russia

Introduction: Despite the widespread adoption of hematology analyzers with automated differential count capabilities (6-part diff), the morphological examination of blood cells, particularly leukocytes, remains a critical laboratory task. With recent advances in artificial intelligence (AI), digital morphology analyzer offers a promising alternative; however, their analytical performance depends heavily on smear quality, staining characteristics, and the robustness of the AI classification database. This study aimed to evaluate the performance of the AI-based MC-80 digital morphology module (Mindray) for standardized leukocyte differential analysis. Methods: The study utilized the CAL 6000 cellular analysis system with the MC-80 automated digital morphology module (Mindray), using the domestic Romanowsky-type stain "Abris+ Diachim-HemiStain-R" for blood smear preparation. In this study, 220 blood samples from donors (188 male, 32 female) at the N.V. Sklifosovsky Research Institute of Emergency Care were analyzed. For each sample, an initial pre-classification of leukocytes was performed automatically by the MC-80, followed by a manual review and correction. Results: MC-80 automated leukocyte pre-classification showed strong agreement with expert review. The best performance was observed for neutrophils, lymphocytes, and monocytes (r=0.99, r=0.97, and r=0.97, respectively). High correlation was also noted for eosinophils and basophils (r=0.93 and r=0.85, respectively). The greatest challenges for automated pre-classification were presented by immature granulocytes (IMG) and reactive lymphocytes (r=0.71 and r=0.83, respectively). One potential reason for erroneous pre-classification may be staining characteristics differing from the baseline data used for the AI-enhanced system training. The most frequent misclassification involved large granular lymphocytes (LGLs) being identified as myelocytes, likely due to the absence of this specific morphological group in the system's reference database. Furthermore, the study identified deviations in the donor leukocyte differential: metamyelocytes were found in 5 donors (2.3%) and myelocytes in 12 donors (5.45%), despite total leukocyte counts within the reference intervals (5.34-7.37x10⁹/L and 4.06-8.48x10⁹/L, respectively). This finding may indicate stimulated hematopoiesis with the release of immature granulocytes into the bloodstream in response to frequent blood donation. ConclusionsComparative analysis demonstrated a high correlation between the MC-80 digital image analysis results with the expert visual assessment for normal blood cell morphology. The detection of immature granulocytes in the peripheral blood of donors warrants attention and suggests the need for more thorough laboratory screening of this population.

P317
Body Fluid Cell Differentiation: A Comparison Between Cellavision Di-60 And Manual Microscopy In Pleural And Ascitic Fluids
Paula San-José1, Alba Aljarilla1, Alba Jiménez1, Nuria González1, Javier Hernando-Redondo2, Josep F. Nomdedéu-Guinot1
1Hematology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain, 2Registre Gironí del Cor (REGICOR) Study Group, Hospital del Mar Research Institute (IMIM), Barcelona, Spain

Introduction Body fluid (BF) analysis is essential for the diagnosis and clinical decisions of numerous diseases. Cell differentiation by manual microscopy is labor-intensive, time-consuming, and highly dependent on the expertise of laboratory technicians. Digital microscopy cell differentiation may represent an alternative to conventional manual microscopy with thepotential of reducing the time of analysis, allowing images archiving (particularly useful as a teaching tool) and remote access (in centers that lack qualified in-situ personnel). In addition, its incorporation into the laboratory workflow can help automate and standardize processes. The aim of this study was to compare the performance of the CellaVision DI-60 system to conventional manual microscopy for BF cell differentiation. Methods We conducted a prospective study with BF samples (pleural and ascitic) received to our Emergency Laboratory. Cytocentrifuge slides were prepared with a Cytospin4 (Thermo- Scientific) and May-Grünwald Giemsa stain. Manual cell differentiation and morphological assessment of BF samples were performed by two independent experienced laboratory technologists. A third experienced observer classified cells with CellaVision DI-60 system v.7.0.1 (CellaVision, Lund, Sweden). Cells were classified into the following categories: neutrophils, lymphocytes, monocytes/macrophages and mesothelial cells. Bland and Altman analyses were conducted for all cell categories. Statistical analyses were performed using R (version 4.5.2). Results 34 BF samples were analyzed: 18 ascitic, 16 pleural. Three BF were excluded: one due to the presence of abundant red blood cells, one for the presence of clusters of extrahematological cells and one due to an improper staining. The average number of cells analyzed by CellaVision DI-60 was 101 cells [77-115]. Each independent observer analyzed 100 cells. Bland–Altman analysis demonstrated good agreement between experimented observers and CellaVision (bias<10%). Better agreement was observed for neutrophils and mesothelial cells, with minimal bias and relatively homogeneous dispersion. In contrast, lymphocytes showed negative bias (manual count being lower than Cellavision) and monocytes/macrophages a positive bias (manual count being higher than Cellavision) but always <10%. Results are summarized in Table 1 and Figure 1. Table 1: Bland–Altman agreement between observers and CellaVision-DI60 (LoA: limits of agreement)
BF type Cell type N Bias SD of differences Lower LoA Upper LoA
All BF Lymphocytes 31 -5,10 9,53 -23,77 13,57
Mesothelial cells 31 -0,53 5,21 -10,75 9,69
Monocytes/macrophages 31 5,34 10,54 -15,32 25,99
Neutrophils 31 -1,15 5,66 -12,24 9,95
Ascitic Lymphocytes 18 -6,25 9,20 -24,28 11,78
Mesothelial 18 0,03 4,47 -8,73 8,79
Monocytes/macrophages 18 5,94 9,39 -12,46 24,35
Neutrophils 18 -0,67 3,87 -8,26 6,92
Pleural Lymphocytes 13 -3,50 10,11 -23,31 16,31
Mesothelial 13 -1,31 6,21 -13,47 10,86
Monocytes/macrophages 13 4,50 12,31 -19,62 28,62
Neutrophils 13 -1,81 7,62 -16,75 13,13
  Conclusions CellaVision DI-60 with post-analysis classification may be an alternative to differentiation by optical microscopy, especially for uncomplicated samples. Some technical issues regarding quality of samples or during slides preparation may interfere with the analysis using this tool. The tendency observed in this study for certain cell types does not exceed the accepted interobserver variability and is unlikely to have any impact on clinical decision-making. The main limitations of this study are the limited sample size, the absence of malignant samples and the absence of other body fluid types. Manual microscopy may still be necessary for the review of malignant samples or those with greater number of cells or complexity. Further studies with larger samples and different fluid subtypes are needed for more robust results.

P318
Reference Range For The Automated Fragmented Red Cell Parameter And Its Diagnostic Utility In Red Blood Cell (Rbc) Fragment Quantification: A Prospective Study
Tushar Sehgal1, Ginni Bharti1, Hemchandra Pandey2, Hem Sati3
1Department of Laboratory Medicine, AIIMS, New Delhi, India, 2Department of Transfusion Medicine, AIIMS, New Delhi, India, 3Department of Biostatistics AIIMS, New Delhi, India

INTRODUCTION
The automated measurement of fragmented red blood cells (FRCs) is a recently introduced parameter available on modern hematology analyzers, including the XN-Series™ Automated Hematology Analyzers (Sysmex Corporation, Kobe, Japan). Its clinical relevance lies in its potential to correlate with schistocyte counts, which is a critical diagnostic step in thrombotic microangiopathies and related disorders, as their presence reflects microangiopathic red cell fragmentation and guides urgent clinical decision-making. Schistocyte quantifications are traditionally assessed manually on stained peripheral blood smears using light microscopy. However, the accuracy of FRC measurement is highly dependent on the specific technology and methodology employed by each analyzer, making the establishment of instrument-specific reference ranges essential. This study aimed to establish a reference range for FRC and to evaluate the correlation between manual schistocyte counts and automated FRC measurements. Methods   We analyzed 179 normal samples from voluntary blood donors using the XN-Series™ automated hematology analyzer to establish the reference range for FRC. In addition, we evaluated the influence of other red blood cell (RBC) parameters on FRC measurements. To assess the diagnostic performance of FRC, we further analyzed 100 patient samples by comparing the automated FRC values with manual schistocyte counts performed on stained peripheral blood smears, using Bland-Altman analysis for agreement assessment. Results Based on the analysis of 179 healthy samples, the reference interval for the absolute FRC count (FRC#) was 0.0 to 0.125/µL, and for the FRC percentage (FRC%), it was 0.0 to 0.00515%. Elevated Hypo-He (hypo hemoglobin equivalent) values (red cells with hemoglobin content <17 pg) were associated with spurious increases in FRC measurements, suggesting potential analytical interference. In a separate cohort of 100 patient samples, an FRC% threshold of <1% demonstrated a negative predictive value (NPV) of 70% for excluding the presence of schistocytes on peripheral blood smear. Bland-Altman analysis comparing manual schistocyte counts with automated FRC% revealed a mean bias of 0.287, with 95% limits of agreement ranging from -2.2 to 2.8, indicating moderate agreement between the two methods. Conclusion Establishing reference ranges for FRC not only enhances clinical interpretation but also provides valuable feedback to hematology analyzer manufacturers for refining automated smear-generation rules. As an initial screening tool, the FRC parameter could help safely exclude over two-thirds of samples (NPV = 70%) from manual review, reducing the burden of time-intensive schistocyte quantification. Such selective flagging has the potential to improve laboratory efficiency without compromising patient safety, enabling laboratory physicians to prioritize and triage cases more effectively. The upper reference limit was well below the ≥1% schistocyte threshold for thrombotic microangiopathic anemia (TMA), supporting the role of elevated FRC as a trigger for manual smear review, which remains indispensable whenever TMA is clinically suspected.

P319
Internuclear Bridging In Neutrophils: A Previously Undescribed Morphologic Finding
Elizabeth Tingey, David M. Conrad
Department of Pathology, Dalhousie University, Halifax, NS, Canada

INTRODUCTION: The importance of morphologic dysplasia is endorsed by the World Health Organization and the International Consensus Classification. Nuclear dysplasia attributable to abnormal mitosis is a recognized feature of dyserythropoiesis (i.e., internuclear bridging, nuclear budding, and multinuclearity) and dysmegakaryopoiesis (i.e., hypolobation, and multinucleation). In contrast, dysgranulopoiesis is largely defined by cytoplasmic granule abnormalities and abnormal nuclear lobation of mature cells. Here, we report two cases of internuclear bridging identified in circulating segmented neutrophils. METHODS: Blood films were carefully assessed and medical histories were reviewed following the incidental identification of internuclear bridging in two patients. A focused literature review was performed to identify prior reports of internuclear bridging in granulocytes. RESULTS: The first patient, a 58-year-old man with glioblastoma, presented to the emergency department with a perforated bowel. His hemogram was within normal limits. A secondary 1,000-leukocyte review of his blood film revealed binucleated neutrophils as well as neutrophils demonstrating internuclear bridging. The second patient was a 73-year-old woman with metastatic small cell lung cancer admitted with nausea and vomitting during etoposide and carboplatin therapy. Secondary morphologic review of her pancytopenic sample demonstrated occasional hypolobated granulocytes as well as neutrophils with internuclear bridging. The literature review confirmed that internuclear bridging is classically associated with dyserythropoiesis in myelodysplastic syndromes and congenital dyserythropoietic anemia type I. Rare reports describe internuclear bridging and binucleation in erythroblasts in the setting of Hodgkin lymphoma and HIV infection. We routinely these features in circulating erythroblasts in oatients exeriencing severe hematopoietic stress. No reports describing internuclear bridging or multinuclearity in granulocytes were identified. CONCLUSION: Mitotic dysplasia is a well-recognized feature of dyserythropoiesis and dysmegakaryopoiesis. Though not previously described in granulocytes, our observation of internuclear bridging and multinuclearity in segmented neutrophils suggests that analogous mitotic abnormalities may occur in the granulocytic lineage. Because granulocytes do not undergo mitosis beyond the myelocyte stage, these findings must reflect early an mitotic error with subsequent cellular maturation. We hypothesize that this phenomenon is biologically unstable, with only rare dysplastic cells surviving later stages of granulopoiesis, accounting for the scarcity of such findings in both routine practice and the published literature. Neither patient had primary bone marrow pathology; rather, both were experiencing significant hematopoietic stress related to critical illness and/or cytotoxic therapy. Additional case identification will be required to determine whether internuclear bridging in granulocytes is more frequently encountered in dysplastic bone marrow disorders.

P320
Hemopulse: Interpretable Deep Learning Of Peripheral Blood Morphology For Monitoring Acute Deterioration In Hospitalized Cancer Patients
Dylan C. Webb1,2, Cesar Colorado-Jimenez1, Maly Fenelus1, Zhanghan Yin1,2, K. Hasan Bilal1, A. Zara Herskovits1, Deepika Dilip1,3, Tiffanny Newman4, Shenghuan Sun5, Linlin Wang6, Mikhail Roshal1, Lauren McVoy1, Oscar Brück7,8,9, Ahmet Dogan1, Chad Vanderbilt1, Gregory M. Goldgof1
1Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York City, NY, United States, 2Department of Statistics, University of California-Berkeley, Berkeley, CA, United States, 3School of Medicine, New York Medical College, Valhalla, NY, United States, 4Department of Strategy and Growth, Memorial Sloan Kettering Cancer Center, New York City, NY, United States, 5Bakar Computational Health Sciences Institute, University of California-San Francisco, San Francisco, CA, United States, 6Department of Laboratory Medicine, University of California-San Francisco, San Francisco, CA, United States, 7Department of Oncology, University of Helsinki, Helsinki, Finland, 8Hematoscope Lab, Comprehensive Cancer Center, Helsinki University Hospital, Helsinki, Finland, 9Department of Clinical Chemistry, HUS Diagnostic Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland

Introduction
Mortality in hospitalized cancer patients is often preceded by severe hematologic, inflammatory, and systemic syndromes that manifest as abnormalities on the peripheral blood smear (PBS). Examples include sepsis/systemic inflammatory response syndrome (SIRS), disseminated intravascular coagulation (DIC), and metabolic derangements. To detect imminent mortality, we developed and validated HemoPulse, a multimodal deep learning model that integrates CellaVision-derived morphological features with routine laboratory data, including complete blood count (CBC) and comprehensive metabolic panel (CMP), to identify high-risk hematologic patterns and enable timely clinical intervention.

Methods
HemoPulse is structured as follows:
1) Blood samples are obtained for CBC and CMP testing, with PBSs scanned by CellaVision.
2) WBC and RBC images are encoded and a multiple instance learning model with self-attention produces a mortality risk score that is concatenated with tabular clinical data and processed by a random forest to generate a final risk estimate.
3) Model outputs are calibrated to estimate absolute mortality risk over 1-7 days and relative risk compared with institutional inpatient populations and ICU populations.

HemoPulse leverages the expansive inpatient database at Memorial Sloan Kettering Cancer Center (MSKCC) comprising over 1 million CellaVision-scanned PBSs with paired CBC and CMP data. The model was trained and validated on more than 26,000 inpatients (January 2019 - August 2023), with an additional ~8,500 inpatients (August 2023 - December 2024) used in a silent trial to assess temporal generalizability. External generalizability was evaluated using over 35,000 PBSs from Helsinki University Hospital, representing a non-cancer center cohort from a distinct healthcare system.

Results
Model performance was evaluated using the area under the receiver operating characteristic curve (AUROC) for 24-hour mortality prediction, achieving 0.93 on the held-out test set, 0.90 in a silent trial, and 0.89 on external validation. Beyond estimating imminent mortality risk, HemoPulse highlights cells associated with pre-mortality syndromes—such as band neutrophils (sepsis), schistocytes (DIC), blasts (acute leukemia), and echinocytes (metabolic derangements)—reflecting underlying biology and reinforcing the value of cellular morphology for robust mortality prediction.

Conclusions
By integrating blood morphology with routine laboratory data, HemoPulse accurately predicts clinical deterioration and mortality across cancer center inpatients, general hospital inpatients, and outpatient populations. The model highlights the specific cells and clinical features driving each prediction, providing interpretable, patient-specific insight into underlying pathophysiology. Strong performance in cancer patients, coupled with morphology-based interpretability, distinguishes HemoPulse from existing inpatient mortality prediction tools. Calibration to local hospital populations enables both absolute mortality risk estimation and intuitive relative risk contextualization.

P321
Erythrocytes Sedimentation Rate Assessment Using Mindray Bc-760 Vs. Gold Standard Westergren Method: A Comparative Study
Malgorzata Wituska1, Szczepan Wasik2, Olga Ciepiela1,3
1Central Laboratory, University Clnical Center of Medical University of Warsaw, Warsaw, Poland, 2Students Scientific Group of Laboratory Medicine, Medical University of Warsaw, Warsaw, Poland, 3Department of Laboratory Medicine, Medical University of Warsaw, Warsaw, Poland

Introduction
The Westergren erythrocyte sedimentation rate (ESR) measurement is a traditional, reference method recommended by the ICSH and is used as a sensitive indicator of inflammation. Although considered “old-fashioned,” this test remains popular and useful in routine practice. Nevertheless, in order to reduce the amount of blood required and to save time while retaining diagnostic value, alternative ESR measurement technologies are being developed.Mindray has developed an easy ESR method, integrated in its hematology analyzer BC-760, realized higher efficiency with less amount of blood and in time of less than 2 minutes. The aim of this study was to compare the diagnostic value and accuracy of ESR measured by the alternative ESR method in BC-760 with the classic Westergren methods. Methods
The study was conducted at the Central Laboratory of the Central Clinical Hospital in Warsaw using specimens submitted for routine testing—blood collected in ESR and EDTA tubes. ESR was measured using the classical Westergren method in Westergren tubes (Sarstedt 1.8 ml, 3.8% trisodium citrate, and a dedicated, compatible, calibrated tube). Alternatively, ESR was measured using the Mindray BC-760 in EDTA tubes (Sarstedt Monovette 2.6 ml EDTA-K2). The study included 200 samples (114 from females and 86 from males), with a mean age of 60 years for females and 59 years for males. For the precision study, mean, standard deviation (SD), and coefficient of variation (CV) were calculated. The nonparametric Spearman’s rank correlation test was used to evaluate correlation (GraphPad Prism 10). Method comparison and evaluation were performed using MedCal, including linear regression (Passing-Bablok regression analysis). The Bland-Altman test was used to calculate bias, median, and 95% limits of agreement. Results
The median ESR measured by the BC-760 was 8 mm, compared to 9 mm measured by the Westergren method. The study group was divided into two subgroups based on ESR range: normal value (<20 mm/h, 147 samples) and elevated value (>20 mm/h, 53 samples). The obtained Spearman’s rank correlation coefficient (r) for the entire group was 0.9407 (95% CI: 0.9218 to 0.9552), including  0.8658 (95% CI: 0.8170 to 0.9022) for the normal ESR subgroup, and 0.9441 (95% CI: 0.9031 to 0.9680) for the elevated ESR subgroup. Bland-Altman analysis showed a median of 0 (95% CI: 8.00–14.29)  Conclusion This study demonstrated very good comparability between the alternative ESR assay and the classic Westergren method. ESR measurement using the BC-760 hematology analyzer provides reliable results and is both cost- and time-effective.

P322
Toll-Like Receptor Gene Polymorphisms In Immune Thrombocytopenia: Implications For Disease Mechanism And Clinical Presentation
Nurul Izzah Abdul Razak, Noor Haslina Mohd Noor, Muhammad Aidil Zahidin, Hisham Atan Edinur, Nur Ilyia Syazwani Saidin
Department of Hematology, Health Campus, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, ME, Malaysia

Introduction Immune thrombocytopenia (ITP) is an acquired autoimmune disorder characterized by isolated thrombocytopenia resulting from both increased peripheral platelet destruction and impaired platelet production. While the exact pathogenesis remains unclear, growing evidence implicates innate immune dysregulation, particularly involving toll-like receptors (TLR). TLR gene polymorphisms may influence immune activation and autoimmunity, potentially contributing to ITP development and variability in clinical presentation and treatment response. This study aims to evaluate the association between specific TLR gene polymorphisms and the risk of developing ITP, thereby advancing our understanding of genetic factors involved in disease pathogenesis. Methodology This case-control study included 30 patients diagnosed with ITP and 30 age- and sex-matched healthy controls. Genomic DNA was extracted and genotyped for polymorphisms in TLR genes (e.g., TLR2, TLR4, TLR7, TLR8 and TLR9) using PCR Allele Competitive Extension (PACE). Statistical analyses were performed to assess the association between TLR variants and clinical parameters. Results A total of 60 subjects (30 cases and 30 controls) were genotyped for TLR polymorphisms. Among the studied variants, TLR2 rs111200466 showed a significant association with ITP susceptibility. The Ins/del genotype was significantly less frequent in cases compared to controls (46.7% vs. 80.0%), suggesting a protective effect (OR = 0.219, 95% CI = 0.069–0.689, p = 0.015). Conversely, the Ins/ins genotype showed a trend toward increased risk (OR = 3.50, 95% CI = 1.112–11.017, p = 0.054). Other TLR polymorphisms, including TLR4 rs4986790/rs4986791, TLR7 rs3853839, TLR8 rs3764880, and TLR9 rs352140/rs352143, did not show statistically significant associations with ITP in this cohort. Conclusions This study identifies a potential protective association between the TLR2 rs111200466 Ins/del polymorphism and susceptibility to immune thrombocytopenia, suggesting a modulatory role of TLR2-mediated innate immune signaling in ITP pathogenesis. In contrast, no statistically significant associations were observed for the other examined TLR polymorphisms (TLR4 rs4986790/rs4986791, TLR7 rs3853839, TLR8 rs3764880, and TLR9 rs352140/rs352143), indicating locus-specific genetic contributions to disease risk. These findings highlight the importance of TLR2 genetic variation in ITP and support further investigation in larger, ethnically diverse cohorts to validate these results and elucidate underlying immunogenetic mechanisms. Keywords: Toll-like receptor, immune thrombocytopenia, polymorphisms, TLR2

P323
Targeting Btk Protein In Platelets With Protac (Dd 03-171): A Novel Approach For Cardiovascular Disease Management
Afnan F Alhammadi, Amelia Drysdale, Bismah Mateen, Sarah Jones
Manchester Metropolitan University, Manchester, United Kingdom

Introduction
Cardiovascular disease is a leading cause of morbidity and mortality worldwide, often driven by platelet hyperactivity and arterial thrombus formation. Antiplatelet drugs represent the leading treatment option for arterial thrombosis; however, they are limited by increased bleeding risk and patient variability. There is therefore a clinical need for novel antiplatelet drugs. Proteolysis-targeting chimaeras (PROTACs) are an emerging class of molecules that induce selective protein degradation. Bruton's tyrosine kinase (BTK) is a key mediator of GPVI induced platelet aggregation, which is thought to play a role in thrombosis but not haemostasis. This study evaluated the impact of the BTK degrader PROTAC DD-03-171 on platelet BTK levels and platelet function. Methods Blood was obtained from healthy volunteers following informed consent. Platelet-rich plasma (PRP) was prepared for Western blot and flow cytometry, and washed platelets used for aggregation assays. PRP was incubated for 2 hours with DD-03-171 (0.1–10 µM) or vehicle control and BTK degradation assessed by Western blotting. Flow cytometry was used to measure platelet markers of activation, including CD62P, CD63, and fibrinogen binding, following collagen-related peptide (CRP) stimulation. Platelet aggregation in response to CRP was assessedusing light transmission aggregometry. Results
Western blot analysis showed reduced BTK levels in PROTAC-treated PRP, although limited protein yield caused unclear signals in some replicates. Flow cytometry revealed donor-dependent CRP responses, with modest reductions in P-selectin, CD63, and fibrinogen binding; changes were not statistically significant. Aggregation assays consistently showed strong inhibition: vehicle-treated platelets aggregated robustly, whereas PROTAC-treated samples exhibited near-complete suppression across all concentrations tested. Conclusion
DD-03-171 induced measurable BTK degradation, leading to marked inhibition of platelet aggregation, strongly supporting the hypothesis that BTK degradation impairs GPVI-mediated platelet function. These findings highlight PROTAC-mediated protein degradation as a promising strategy to modulate platelet reactivity and warrant further mechanistic and translational investigation.

P324
Beyond Hemostasis; Platelets At The Crossroads Of Immunity And Thrombosis: Comparative Analysis Of Arboviral Ns1-Mediated Activation
Alan F Cano-Mendez, Nallely I Garcia-Larragoiti, Patricia Guzman-Cansino, Laura-Gabriela Flores-Avina, Carolina Chiaroni-Score, Thomas Klifopoulus , Martha-Eva Viveros-Sandoval
Laboratorio de Hemostasia y Biología Vascular Ignacio Chavez School of Medicine, UMSNH, Morelia, Mexico

Background: Platelets have emerged as central elements in the interface between hemostasis, inflammation, and innate immunity. In the context of arboviral diseases, a global public health problem with sustained worldwide expansion, thromboinflammatory alterations contribute significantly to morbidity and mortality. Nonstructural protein 1 (NS1), highly conserved and secreted by multiple arboviruses, circulates at high concentrations during the acute phase of infection and plays a key role in endothelial dysfunction and immune activation. However, the ability of platelets to recognise NS1 and respond as innate immune sensors has not been systematically evaluated from a comparative and differential perspective. Objective: To characterise the role of platelets as effectors of innate immunity against the NS1 protein of arboviruses of global relevance: dengue (DENV), Zika (ZIKV), chikungunya (CHIKV), yellow fever (YFV), Japanese encephalitis (JEV), and West Nile virus (WNV), assessing activation patterns and their potential contribution to thromboinflammatory pathophysiology. Methodology: PRP (1,000 rpm x 10 min) was obtained from healthy donors. Platelets (1 x 10⁶ cells/mL) were stimulated in vitro with NS1 proteins from each arbovirus at different concentrations (0.5, 1.0, 2.5, 4 µg/mL) and incubation times (30, 60, 120 min). Platelet activation and immunophenotypic profile were analysed by flow cytometry, assessing platelet activation markers (CD62P, PAC-1) and thromboinflammatory biomarkers secreted by platelets (P-selectin, PSGL-1, CD40L, IL-6, IL-8, PAI-1, and TF). Results: NS1 induced a differential, robust arbovirus-dependent platelet activation, with a significant increase in the activation markers CD62P and PAC-1; dengue, Zika, and yellow fever viruses were the most activating. Specific virus-associated thromboinflammatory signatures were identified, highlighting the role of platelets in amplifying the systemic inflammatory response. Conclusions: Our findings place platelets as highly specialised innate immune sensors against arbovirus NS1 protein, with direct implications for thromboinflammation and the clinical severity of arboviral diseases. This work proposes a paradigm shift in understanding the pathophysiology of these infections and opens new opportunities for developing biomarkers and therapeutic strategies to modulate the platelet response, with high scientific, clinical, and societal impact on a global scale.

P325
Machine Learning-Driven Identification Of A Multi-Gene Tumor-Educated Platelet Rna Signature For The Accurate Diagnosis Of Pancreatic Cancer
Eunhui Ji1, Seung Hwan Oh1,2, In-Suk Kim1,2
1Department of Laboratory Medicine, Pusan National University Yangsan Hospital, Yangsan, Korea, 2Department of Laboratory Medicine, Pusan National University School of Medicine, Yangsan, Korea

Introduction: Pancreatic ductal adenocarcinoma (PDAC) is a deadly cancer that is often diagnosed at advanced stages, highlighting the need for a novel biomarker. Tumor–platelet interactions can induce profound transcriptomic remodeling, resulting in "tumor-educated platelets" (TEPs). This study aimed to investigate whether RNA profiles from TEPs can distinguish patients with PDAC from those with benign pancreatic diseases and healthy individuals. Methods: Platelets were isolated from the peripheral blood of 44 prospectively enrolled participants. This cohort included 28 patients with PDAC, seven with benign pancreatic disease, and nine healthy individuals. Total RNA extracted from the isolated platelets was sequenced using the NovaSeq 6000 platform (Illumina, San Diego, CA, USA). The sequencing data were analyzed using the Thromboseq pipeline to identify genes with differential splicing. A functional enrichment analysis was conducted to elucidate the relevant biological pathways. Finally, a machine learning (ML) classifier was developed to distinguish PDAC patients from the control groups. Results: Unsupervised clustering of spliced platelet RNA profiles clearly separated the PDAC cohort from both the benign and healthy groups, highlighting the distinct transcriptomic changes induced by the tumor. We identified 402 upregulated and 467 downregulated differentially spliced genes between the cancer and healthy groups, as well as 158 upregulated and 23 downregulated genes between the cancer and benign groups. Pathway analysis revealed that upregulated pathways in TEPs were associated with vesicle transport and cancer-related metabolism, reflecting active interactions between the tumor and platelets. In contrast, downregulated pathways were linked to RNA processing. The Light Gradient Boosting Machine, an ML algorithm, successfully distinguished the PDAC group from the control group. Key features identified by the classifier included MBNL2, a splicing regulator essential for RNA metabolism, and EPS8L2, a gene involved in cytoskeletal remodeling and platelet activation. Conclusions: We demonstrated that TEP RNA profiles, especially their specific splicing patterns, are reliable and distinctive biomarkers that can differentiate PDAC from both healthy controls and benign pancreatic diseases. Our findings hold considerable promise as a less-invasive clinical tool for early detection of pancreatic cancer. 

P326
Performance Characteristics Of Various Platelet Detection Technologies Between Xn-20 And Bc-6800 Plus
Ji Hyun Kim, Douglas Lim, Yuki Ong, Nurul Khaleeda Mulok, Chuen Wen Tan
Singapore General Hospital, Singapore, Singapore

Introduction Accurate platelet enumeration is critical in thrombocytopenic patients, where clinical decisions depend on reliable classification of bleeding risk. Often such low platelet results require additional analysis using optical measurement or fluorescence-based reading to generate more accurate results. These are accompanied by manual review of the blood smears to confirm the degree of thrombocytopenia, which is usually time consuming and resource wasteful. To reliably measure severe thrombocytopenia without manual intervention by just using additional mode of analysis, therefore, would improve laboratory efficiency greatly. The study was conducted to compare the performance characteristics of platelet count between XN-20 and BC-6800 Plus across a broad clinical spectrum, with emphasis on thrombocytopenic cases. Methods A total of 1,174 paired patient samples spanning normal platelet counts, thrombocythemia, and thrombocytopenia were analyzed using XN-20 (Sysmex Corp, Japan) and BC-6800Plus (Mindray, China). Method agreement was assessed using linear regression, Bland–Altman analysis, and paired non-parametric statistical testing. For BC-6800Plus, platelet results derived from PLT-I, PLT-H, and PLT-O measurement modes were evaluated against PLT-I, PLT-F, and PLT-O from XN-20 respectively. A predefined subset of 431 thrombocytopenic samples was further reviewed to assess possible discrepancies affecting severity classification. Severe thrombocytopenic results from each analyzer were further compared against laboratory’s final reported results to assess the accuracy of the two different methods. Results Strong correlation between XN-20 and BC-6800Plus platelet counts was observed across the various platelet ranges (R=0.995). The severe and moderate thrombocytopenic groups demonstrated acceptable correlation except for optical mode whereas mild group demonstrated more variability across the three detection methods. Within the severe group, however, there was small but consistent bias with BC-6800 Plus whereas XN-20 did not show systematic bias. This difference could be due to the different measuring principles which the users need to consider when it comes to handling such cases. Conclusions This study demonstrates overall strong platelet count correlation between the two technologies. It also depicts different characteristics of the detection methods within clinically critical thrombocytopenic ranges. Additionally, optical detection alone seems to have the most variability within the normal and mild thrombocytopenic ranges when compared to the other methods. This study highlights possible variability in performance characteristics among different technologies, which warrants better understanding of the system and user precaution.

P327
Platelet Activation And Platelet&Ndash;Leukocyte Conjugates In Magnesium Sulphate Anticoagulated Blood
Steffen Mannuß1,2, Oliver Tiebel3, Peter Schuff-Werner1
1Rostock University Medical Center, Institute of Clinical Chemistry and Laboratory Medicine, Rostock, Germany, 2Ludwigshafen City Hospital, Institute of Laboratory Diagnostics, Hygiene and Transfusion Medicine, Ludwigshafen, Germany, 3Technical University Dresden Klinikum “Carl-Gustav-Carus”, Institute of Clinical Chemistry and Laboratory Medicine, Dresden, Germany

Introduction: The aim of our study was to investigate the effect of magnesium sulphate (MgSO4) anticoagulation on spontaneous and agonist-induced platelet activation as well as on the formation of platelet–leukocyte conjugates (PLCs). The rationale behind the investigations is that anticoagulation with MgSO4 is becoming increasingly prevalent in the diagnosis of thrombocytopenia Methods: PLC formation was determined in whole blood samples anticoagulated with EDTA, citrate, or MgSO4 from 24 healthy volunteers using flow cytometry and appropriate CD markers (CD42b, CD45, and CD14). Spontaneous and agonist-induced (ADP and arachidonic acid) platelet activation in whole blood samples from six healthy volunteers was assessed via the platelet activation marker CD62p and CD63. Results: The proportion of platelet-binding leukocytes depends on the leukocyte population and the type of anticoagulation used. Unlike EDTA, MgSO4 and citrate did not induce spontaneous platelet activation, as indicated by the absence of CD62p and CD63 expression. Neutrophils and monocytes demonstrated significantly increased platelet binding in MgSO4-anticoagulated samples, comparable to results from citrate-anticoagulated blood. Conclusions: MgSO4 anticoagulation appears suitable for functional platelet analyses, including activation measurement and PLC determination, and may serve as an alternative to routine citrate anticoagulation.

P328
Beyond Immunity And Heart Defects: Platelet Marker Expression As A Window Into Digeorge Syndrome
Priyanka Pandey1, Michele Paessler1,2
1Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia, Philadelphia, PA, United States, 2Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania , Philadelphia, PA, United States

Introduction: DiGeorge syndrome, also known as 22q11.2 deletion syndrome, is a relatively common genetic disorder caused by a microdeletion on the long arm (q) of chromosome 22, affecting approximately 1 in 2,000–4,000 live births worldwide. This condition leads to a wide range of clinical abnormalities in children, including congenital heart defects, immune dysfunction, craniofacial anomalies, and cognitive impairments, all of which significantly reduce quality of life. In some cases, decreased expression of platelet surface markers, such as the GPIb-V-IX complex, has been observed in affected individuals. Exploring the relationship between platelet marker expression and the clinical manifestations of DiGeorge syndrome may offer valuable insights into its pathophysiology. Methods: Platelet surface marker expression was analyzed in nine pediatric patients with confirmed DiGeorge syndrome. Whole blood samples collected in EDTA tubes (>24 hours old) were centrifuged at 100 × g for 15 minutes to obtain platelet-rich plasma (PRP). The upper PRP layer was carefully aspirated, and a 50 µL aliquot was incubated with anti-CD45-Pacific Orange and platelet-specific antibodies (anti-CD61, anti-CD42b, and anti-CD41), along with appropriate isotype controls, for 15 minutes at room temperature in the dark. Following incubation, samples were washed and analyzed by flow cytometry using Gallios/Navios instruments. PRP samples from healthy controls were processed in parallel with each patient sample to ensure comparative analysis. Results: Cells were first gated on the SSC-H versus CD45 plot to isolate the platelet population, followed by sequential gating on the three platelet-specific markers. Six of the nine patients demonstrated normal expression levels (>85%) of CD61 (GPIIIa), CD42b (GPIbα), and CD41 (GPIIb). The remaining three patients showed varying degrees of reduced expression: one exhibited low‑normal levels (CD61 = 81.5%, CD42b = 81.1%, CD41 = 81.5%), another showed mildly decreased expression (CD61 = 76.4%, CD42b = 75.4%, CD41 = 76.5%), and one patient demonstrated markedly reduced expression across all markers (CD61 = 24.3%, CD42b = 15.7%, CD41 = 15.7%). Conclusions: While most children with DiGeorge syndrome display normal platelet glycoprotein expression, a meaningful subset shows reduced levels of key platelet surface markers. This variability suggests that platelet maturation or surface protein expression may be subtly — or, in rare cases, significantly — affected in the syndrome. Although, on limited number of samples, these findings highlight the potential value of platelet immunophenotyping as a tool to better characterize disease heterogeneity and to explore links between hematologic abnormalities and the broader clinical phenotype.

P329
Correlation Between Chronolog And Automated Coagulation Analyser Results For Platelet Aggregation Test.
Maryam Pourabdollah
university of Ottawa, ottawa, ON, Canada

Introduction: Platelet aggregation test is used for diagnosis of bleeding disorders; the manual method is gold standard, however, it is a labor-intensive test. In our institution, we are in the process of switching to automated method. In this study. we compare the results performing by these two methods in a parallel way. Methods: In the traditional manual platelet aggregometer, we use platelet-rich plamsa to stimulate the platelets by diffeent agonists and record the aggregation pattern by light transmission method.  In this study we compared the result of our manual method with an automated coagulation analyser 
(CS5100) on a cohort of 20 patients. Results: In this study, we found a very good correlation among normal and abnormal reslts by 2 methods, without any major dyscrepancy. There was a good correlation for ristocetin, ADP, arachidonic acid, and collagen; however, we cannot detect thrombin induced aggregation abnormality or ATP release abnormality by the automated method. Conclusion: Our comparison study showed a good correlation between two different methodology, as described. The automated method is fastor with lower specimen volume required; it showed high sensitivity, specificity, accuracy, and precision when compared to the manual method in most of the reagents; however, we need to be careful about the patients with ATP release platelet dysfunction as a sole abnormality.

P330
Clinical Utility Of Optical Fluorescent Platelet Counting Using The Bc-6200 Hematology Analyzer In Edta-Dependent Pseudothrombocytopenia.
Małgorzata Wituska1, Olga Ciepiela2
1Central Laboratory, University Clinical Center of Medical University of Warsaw, Warsaw, Poland, 2Department of Laboratory Medicine, Medical University of Warsaw, Warsaw, Poland

Introduction:Accurate platelet counting is essential for the diagnosis of thrombocytopenia. Despite advances in automated hematology analyzers, spurious EDTA-dependent pseudothrombocytopenia (EDTA-PTCP) remains a persistent analytical challenge. Mindray has developed an optical fluorescent platelet counting technology (PLT-O) to reduce EDTA-related platelet aggregation. This study aimed to evaluate the effectiveness of PLT-O in resolving EDTA-PTCP. Methods:A total of 26 thrombocytopenic samples (19 females, 7 males) confirmed as EDTA-PTCP were included. Inclusion criteria were an impedance platelet count <150 × 10⁹/L in EDTA-anticoagulated blood, optical platelet count at the same sample >150 x109/L,  presence of a “platelet aggregation” analyzer flag, and microscopic confirmation of platelet clumping. Samples were reanalyzed on the Mindray BC-6200 using the optical fluorescent channel in CDR/PLT-8X mode. Absence of clot formation was confirmed by manual inspection. For reference comparison, repeat blood samples were collected into magnesium sulphate anticoagulant tubes (ThromboExact®, Sarstedt) and analyzed using the fluorescent platelet counting method (PLT-F) on a Sysmex XN-3000 analyzer. The clump dissociation rate was calculated as PLT-O (EDTA, Mindray) / PLT-F (MgSO₄, Sysmex) × 100%. Results:Optical fluorescent platelet counts obtained with the BC-6200 were consistently higher than impedance-based counts (210.9 ±35.4 vs  66.1±41.5) and closely comparable to fluorescent platelet counts measured in magnesium sulphate-anticoagulated samples (241.1±44.2). All 26 samples showed a dissociation rate above 65%, with 21 samples exceeding 80%. The mean dissociation rate was 88%. Conclusion:The Mindray BC-6200 PLT-O technology effectively mitigates EDTA-dependent pseudothrombocytopenia and provides platelet counts comparable to those obtained using magnesium sulphate anticoagulation, offering a reliable alternative without the need for repeat blood collection. Further studies are needed to validate the dissociation effect of the BC-6200 CDR mode and to support the development of dedicated algorithms for alerting EDTA-PTCP suspicion and correcting spuriously low platelet counts without requiring alternative anticoagulants or additional phlebotomy.

P331
Molecular Characterization Of Borderline High Hemoglobin A₂ In Oman: Implications In Β-Thalassemia Carrier Detection
Noor Al-Balushi1, Buthaina Al-Maashari2, Arwa Al-Muharrami3
1Hematopathology residency program, Oman Medical Specialty Board, Muscat, , Oman, 2Department of Hematology, Royal Hospital, Ministry of Health, Muscat, , Oman, 3General Foundation Program, Oman Medical Specialty Board, Muscat, , Oman

Introduction: β-thalassemia carrier detection in high-prevalence regions relies on hemoglobin A₂ (HbA₂) quantification, with values ≥4.0% considered diagnostic. However, borderline HbA₂ levels (3.0–3.9%) represent a diagnostic gray zone that may harbor undetected carriers, particularly those with mild β⁺ mutations or co-inherited α-thalassemia. To date, the molecular basis of borderline HbA₂ in Oman has not been systematically characterized. This study aim to characterize the molecular spectrum of β-globin variants in Omani individuals with borderline HbA₂. Methods: A retrospective cross-sectional study including 360 Omani individuals referred for molecular testing at Royal Hospital between 2019 and 2023 with borderline HbA₂ (3.1–3.7%). Sanger sequencing of HBB, HBD, HBA1, and HBA2 genes was performed to identify β- and α-globin defects and structural hemoglobin variants. Statistical analysis employed one-way ANOVA with Tukey post-hoc testing and ANCOVA models adjusting for α-thalassemia, structural variants, and iron deficiency. Significance was set at p value of <0.05. Results: The mean age is 24.6 ± 12.3 years, with females representing 52.2% of the cohort. β-thalassemia carriers comprised 39.2% of the cohort, 8.3% had combined β-thalassemia and α-thalassemia, 5.8% with isolated α-thalassemia, 4.7% carried structural hemoglobin variants (Hb La Desirade) , 1.7% had β-thalassemia disease and 40.3% had no detectable globin gene abnormality. Among isolated β-thalassemia carriers, 87.3% carried mild β⁺ promoter mutations whereas 6.3% had silent variants and 6.3% carried severe β⁺ splice-site mutations.  HbA₂ was significantly higher in β-thalassemia carriers and structural variants than in normal or α-thalassemia-only individuals (p <0.001). The lowest MCV and MCH were seen in α-thalassemia and combined β-thalassemia/α-thalassemia groups. One-way ANOVA demonstrated that molecular phenotype explained a large proportion of the variability in red-cell indices, accounting for 15.8% of MCV and 17.8% of MCH variation. In contrast, genotype explained only 7.6% of HbA₂ variability, indicating a more limited discriminative power of HbA₂ in the borderline range. In ANCOVA models, β-thalassemia carrier status was independently associated with lower MCV (F value = 11.777, p = 0.001) and MCH (F value = 21.450, p <0.001) after adjustment for α-thalassemia, structural variants, β-thalassemia disease, and iron deficiency.   Conclusions: Over half of Omani individuals with borderline HbA₂ harbor β-globin defects. HbA₂ alone demonstrates limited discriminatory power in this range. These findings support the implementation of reflex molecular testing in borderline cases, as well as the development of population-specific diagnostic algorithms to optimize carrier detection within premarital screening programs.

P332
Population Distributions Of Reticulocyte Hemoglobin And Immature Reticulocyte Fraction In Inpatient And Outpatient Adults At A Tertiary Hospital
Tar Choon Aw1, Noor Ashraf Ardeefia Kamaludin1, Hillyah Mohd Zulkifli1, Swee Jin Tan2
1Department of Laboratory Medicine, Changi General Hospital, Singapore, Singapore, 2Sysmex Asia Pacific, Singapore, Singapore

Introduction Latent iron deficiency (LID) and iron deficiency anemia (IDA) are frequently under-recognized across both ambulatory and hospitalized populations, particularly when conventional red cell indices remain within reference limits. Reticulocyte hemoglobin content (RET-He) and immature reticulocyte fraction (IRF) may provide early functional insight into iron-restricted erythropoiesis. However, large-scale real-world data describing their population distributions, especially across inpatient and outpatient settings in Asian cohorts, remain limited. This study evaluated RET-He and IRF (parameters already available on the XN-9000 hematology analyzer when routine blood cell analyses are performed) distributions over a defined three-month period to assess their potential clinical yield.   Methods A retrospective observational analysis was conducted using routine complete blood count data collected over a three-month period (October–December 2025) at Changi General Hospital. Adult outpatient (n = 22,129) and inpatient (n = 5,260) samples analyzed on the XN-9100 (Sysmex Corp, Japan) were included. RET-He (pg) and IRF (%) distributions were summarized by age and sex. A RET-He threshold of <30 pg was evaluated as a marker of potential iron-restricted erythropoiesis. In a focused analysis, RET-He findings were also interpreted alongside sex-specific anemia definitions (hemoglobin <11 g/dL in males and <10 g/dL in females).   Results Wide and clinically relevant distributions of RET-He and IRF were observed across both care settings. Among outpatients, RET-He values ranged from 10.9–47.3 pg and IRF from 0–95.5%, while inpatient RET-He ranged from 12.9–48.8 pg and IRF from 0.5–60.9%, indicating substantial heterogeneity in functional iron status and erythropoietic activity. Using a RET-He <30 pg threshold, 5,037 of 22,129 outpatients (23%) and 1,688 of 5,260 inpatients (32%) demonstrated values suggestive of iron-restricted erythropoiesis. When evaluated alongside sex-specific anemia thresholds, 7.4% of anemic outpatients (1,627/22,129) and 16.2% of anemic inpatients (853/5,260) exhibited RET-He <30 pg. Among anemic males, low RET-He was observed in 7.0% of outpatients and 16.0% of inpatients, while among anemic females, corresponding proportions were 7.7% and 16.5%, respectively. Elevated IRF values were frequently observed in conjunction with low RET-He, consistent with active but iron-restricted erythropoiesis rather than reduced marrow output.   Conclusions This population-based analysis demonstrates that a substantial proportion of both inpatient and outpatient adults exhibit RET-He values <30 pg, consistent with iron-restricted erythropoiesis, including patients meeting conventional Hb anemia definitions. Interpretation of iron status based on ferritin remains challenging due to inflammation-related effects and significant inter-assay variability which complicates the application of uniform clinical decision limits. In this context, RET-He may provide a functional, hematology-based parameter reflecting real-time iron availability for erythropoiesis and is already reported as part of the routine complete blood count. Incorporation of RET-He alongside hemoglobin and other red cell indices may support more consistent identification and risk stratification of LID and IDA across care settings.

P333
Preliminary Evaluation Of The &Ldquo;Reticulocytosis&Rdquo; Alert Generated By The Mindray Bc-7800 Diff Channel: Analytical Performance And Clinical Significance
Vincenzo De Iuliis, Mario Forcella, Cristina Di Saverio, Giusy Bove, Sofia Chiatamone Ranieri
Department of Clinical Pathology, G. Mazzini Civil Hospital, Teramo, Italy

Introduction. Early recognition of reticulocytosis is central to the diagnostic work-up of anemia and other disorders of erythropoiesis [1]. Instrument-generated flags play a pivotal role in hematology by appropriate follow-up investigations when abnormalities are suspected [2]. The BC-7800 introduces a novel DIFF-channel–based alert for reticulocytosis that may accelerate clinical decision-making. However, the performance of the BC-7800 has not been systematically validated. This study offers the first evaluation of its analytical performance and clinical utility, aiming to support a streamlined, algorithm-assisted workflow for anemia assessment. Methods. A total of 377 EDTA samples were prospectively analyzed on the BC-7800 using both the standard differential count and the dedicated RET channel. The reticulocytosis alert is triggered by atypical events within the RET-sensitive region of the DIFF channel. Reticulocyte % and absolute counts were compared using Passing–Bablok regression, Bland–Altman analysis, and ROC curves to determine clinically meaningful thresholds. Results. Despite proportional and constant error (ret%: intercept –0.55, slope 0.84; ret#: intercept –12.6, slope 0.72), Bland–Altman analysis confirmed acceptable agreement (bias ret%: 0.9; bias ret#: 37.1). The preset reticulocytosis alert from the DIFF channel was generated by using research-use-only parameters, RET%-D or RET#-D, and demonstrated perfect specificity (100%) but extremely poor sensitivity (3.6%). ROC analysis revealed improved diagnostic capability when quantitative cut-offs were applied (AUC 0.94 for RET%-D, AUC 0.87 for RET#-D). Using optimized thresholds (>2.5% and/or >100×10⁹/L), 44 samples with reticulocytosis were identified with high specificity (99%) and PPV (95.7%); however, sensitivity remained limited (48%) and NPV modest (75.3%), indicating that ROC-driven cut-offs alone still miss a substantial proportion of true-positive cases. Importantly, a custom-designed multiparametric algorithm, integrating DIFF-channel signal patterns with erythrocyte indices in anemic patients (N=195), further enhanced analytical performance. Compared to both the preset and ROC-optimized approaches, the multiparametric model achieved a marked improvement in sensitivity (80.7%) and NPV (94.1%), while maintaining high specificity (93.3%) and PPV (89.5%), providing the most balanced and clinically actionable profile among all evaluated strategies. Conclusions. The DIFF-channel reticulocytosis alert represents an innovative upgrade to automated hematology testing. When combined with optimized thresholds, it enables rapid, high-specificity identification of patients requiring reflex reticulocyte evaluation. The addition of a custom multiparametric algorithm—integrating DIFF-channel features with erythrocyte indices—provided the best overall diagnostic performance, improving sensitivity and NPV while preserving high specificity. Embedding this approach into routine workflows may accelerate anemia diagnostics, enhance triage efficiency, and strengthen the laboratory’s contribution to clinical decision-making.

P334
Lipid Interference Flagging And Hemoglobin Correction In Hyperlipidemia Samples With A Hematology Analyzer
Yinhua Fan1, Yimin Shen1, Dongmei Liu1, Yong Wang1, Jun Cao1, Bo Zhao1, Yushuai Ma2, Zijie Chen2, Yan Liu2, Shuaishuai Zhang1
1Department of Laboratory Medicine, The First Affiliated Hospital of Suzhou University, Suzhou, , China, 2Department of Clinical Research & Medical Affairs, Shenzhen Mindray Bio-Medical Electronic Co.,Ltd., Shenzhen, , China

Background & Objective:: Accurate hemoglobin measurement (Hgb) is critical for evaluating anemia and polycythemia. Lipemia and chylous turbidity, which are caused by elevated levels of lipids in the blood, can interfere with Hgb measurement using colorimetric methods in hematology analyzers. The new Mindray BC-7600 hematology analyzer is claimed to include a more specific and sensitive flagging system for lipid particles, which in turn prompt Hgb measurement using reticulocyte channel (Hgb-O). This study aims to evaluate the performance of the lipid particle flag as well as the accuracy of Hgb-O in hyperlipidemia samples.   Methods: Blood samples were collected from 189 hyperlipidemia patients and analyzed using the Mindray BC-7600 hematology analyzer. Data included the "Lipid Particles?" flag and Hgb measurements from both the colorimetric method (Hgb-C) and reticulocyte channel (Hgb-O). Plasma exchange was performed to eliminate lipid interference and establish reference Hgb values. Samples with lipid interference was defined as ΔHgb-C% > 4%, comparing Hgb-C before and after plasma exchange. The performance of the “Lipid Particles?” flag was evaluated using plasma exchange-confirmed lipid interference as the gold standard. The accuracy of Hgb-O was assessed in both hyperlipidemia samples and the samples with confirmed lipid interference.   Results: Among the 189 clinical hyperlipidemia samples, 21 were identified as having lipid interference. Of these, the “Lipid Particles?” flag was positive in 19 samples, resulting in a sensitivity of 90.48%, specificity of 98.81%, PPV of 90.48%, and NPV of 98.81%. In hyperlipidemia samples, Hgb-O demonstrated a strong correlation with the reference value (r² = 0.981). Additionally, in the 21 lipid-interfered samples, Hgb-C exhibited poor accuracy compared to the reference value, with a correlation coefficient of r² = 0.893 and an average deviation of 9.38%. In contrast, Hgb-O showed excellent correlation with the reference value (r² = 0.956) and an average deviation of 1.12%. These results highlight the high accuracy of Hgb-O in both general hyperlipidemia samples and those with apparent lipid interference.   Conclusion: This study highlights the clinical significance of the 'Lipid Particles?' flag of Mindray BC-7600 in effectively identifying lipid interference and the accuracy of Hgb-O in providing reliable hemoglobin measurements. These findings support the use of Hgb-O as a robust tool for improving diagnostic accuracy in hyperlipidemia cases, enhancing patient care in clinical practice.

P335
The Futility Of Hemoglobin H Preparation In Diagnosing Alpha Thalassemia Trait. A Two-Year Retrospective Study.
Anwar Hajiya, Brittany Armitage, Kyla Norris, Eileen R McBride
Children's Hospital of Eastern Ontario, Ottawa, ON, Canada

Introduction:  Alpha-thalassemia is a common inherited hemoglobin disorder caused by reduced α-globin synthesis, with clinical severity determined by the number of affected α-globin genes. Hb H disease results from excess β-globin chains forming β₄ tetramers, detectable as characteristic inclusion bodies on Hb H preparation, while smaller numbers of inclusions may also be seen in some α-thalassemia carriers. Although molecular testing is the diagnostic gold standard, Hb H preparation remains widely used as a screening tool, including in our testing protocol, where it is routinely performed during the hemoglobinopathy/thalassemia investigation in the presence of microcytosis. Although molecular genetic testing is ultimately required to confirm alpha-thalassemia carrier status, the clinical utility and cost-effectiveness of Hb H preparation as a screening tool for carriers remains uncertain.  Methods:  Data were retrospectively extracted from the electronic medical record system (January 2023–December 2024) for all patients who underwent Alpha/Beta globin gene mapping and Hb H preparation testing. Hb H preparations were performed using supravital Brilliant Cresyl Blue staining of EDTA blood samples, followed by incubation and microscopic examination under oil immersion by a medical laboratory technologist. Hb H results were classified as positive if inclusion bodies were present or indeterminate, and negative if no inclusion bodies were observed.  Results:  A total of 713 samples with both alpha/beta globin gene mapping and corresponding Hb H results were analyzed; 294 gene mapping results were negative for alpha thalassemia. Among 59 α⁰-thalassemia heterozygotes identified by gene mapping, only 2 were Hb H–positive, yielding a sensitivity of 3.4%. Of 360 α⁺-thalassemia cases (206 heterozygous, 147 homozygous, and 7 compound heterozygous), Hb H sensitivity was 3.4%, 0.7%, and 0%, respectively with an overall negative predictive value of 40.6%. There were 15 false positive HbH giving a specificity of 94.9% and a positive predictive value of 40%.  Conclusions:  Based on our findings, the limited sensitivity of Hb H preparation demonstrates that it is not a reliable screening method for identifying α-thalassemia carriers. Definitive diagnosis still requires molecular genetic testing when carrier status is suspected. As a result, routine use of Hb H preparation is unlikely to provide clinical or cost-effective benefits in carrier detection. 

P336
Prevalence And Specificity Of Irregular Red Blood Cell Antibodies In Pregnant Women Attended At A Reference Hospital In Catalonia
Alba Leis-Sestayo, Jennifer Rodríguez-Domínguez, Isabel Aparicio-Calvente, Laura Jiménez-Añón, Cristian Morales-Indiano, Alicia Martínez-Iribarren
Laboratory Medicine Department, Germans Trias i Pujol University Hospital, Badalona, Spain

INTRODUCTION. Irregular red blood cell (RBC) antibodies detected during pregnancy represent a relevant clinical concern due to their potential association with hemolytic disease of the fetus and the newborn (HDFN). Their prevalence and distribution vary according to population characteristics and geographic area, highlighting the importance of local epidemiological data to optimize prenatal screening and obstetric management. This study aimed to evaluate the prevalence, specificity, and clinical relevance of irregular RBC antibodies detected in pregnant women at a reference hospital in Catalonia. METHODS. A retrospective study was conducted including data from January 2020 to December 2025. Irregular antibody screening was performed in 30,615 pregnant women as part of routine prenatal care using standard immunohematological techniques based on the indirect antiglobulin test with Bio-Rad gel cards. Positive samples underwent antibody identification using commercial red blood cell panels, with additional techniques applied when required. Maternal and neonatal outcomes were reviewed for antibodies associated with higher clinical risk. RESULTS. Irregular RBC antibodies were detected in 300 of 30,615 screened pregnant women, corresponding to an overall prevalence of 0.98%. A total of 312 antibodies were identified, as some pregnancies presented more than one antibody. Anti-M was the most frequently detected antibody (40.7%, n=127), followed by anti-E (12.18%, n=38) and antibodies of the Lewis system, including anti-Leᵇ (9.94%, n=31) and anti-Leᵃ (9.29%, n=29). Antibodies associated with a higher risk of HDFN were detected less frequently. Anti-D accounted for 4.49% of detected antibodies (n = 14), while anti-K and anti-c each represented 2.88% (n=9) (Table 1). Despite their low population prevalence (anti-D: 0.046%, anti-K and anti-c: 0.029%), these antibodies were associated with clinically relevant fetal or neonatal outcomes. Four pregnancies complicated by anti-D alloimmunization required clinical intervention, including intrauterine transfusion, preterm delivery, or postnatal phototherapy. One pregnancy affected by anti-K alloimmunization was complicated by fetal anemia and required planned preterm delivery, and two pregnancies with anti-c were associated with neonatal jaundice requiring hospital admission. CONCLUSION. Irregular RBC antibodies were detected in a small proportion of screened pregnant women, with a prevalence consistent with previously published data. The large number of screened pregnancies provides robust local epidemiological information and supports evidence-based prenatal screening and risk stratification strategies. Although most antibodies identified were of limited clinical significance, the detection of clinically relevant specificities highlights the continued importance of universal prenatal antibody screening for appropriate pregnancy management and optimization of maternal and neonatal outcomes.

P337
Newborn Screening Pitfalls In Hemoglobin C Disorders: Compound Heterozygosity With Hemoglobin Lepore And Hereditary Persistance Of Fetal Hemoglobin
Christopher Liwski1, Andrea Rideout2, Corey Filiaggi3,4, David M. Conrad1,3
1Department of Pathology, Nova Scotia Health, Halifax, NS, Canada, 2Maritime Medical Genetics Service, IWK Health, Halifax, NS, Canada, 3Department of Pathology and Laboratory Medicine, IWK Health, Halifax, NS, Canada, 4Maritime Newborn Screening, IWK Health, Halifax, NS, Canada

INTRODUCTION: Newborn screening is important in identifying hemoglobinopathies to ensure timely confirmatory testing and definitive management. High-performance liquid chromatography (HPLC), and capillary electrophoresis (CE) are commonly used to screen for hemoglobinopathies due to their high sensitivity, quantitative output, and low sample volume requirements. Tests showing hemoglobin (Hb) F and a β-globin variant without HbA in a newborn suggest a β-globin variant, either homozygous or co-inherited with β⁰-thalassemia. However, this pattern may occur in compound heterozygosity for a β-globin variant and other rare variants. We present newborn screening findings from a full-term male with compound heterozygosity for HbC and hereditary persistence of fetal Hb (HPFH)-2 and a full-term female with HbC and HbLepore. METHODS: The patients’ medical records were reviewed, including HPLC, CE, Sanger sequencing, allele-specific polymerase chain reaction (PCR), deletion-specific gap-PCR, and next-generation sequencing (NGS) results. The findings were correlated with the clinical presentation and family history. RESULTS: HPLC and CE demonstrated a major HbF peak, a minor HbC peak, and absence of HbA in both cases. The male child was clinically well when seen by genetic counselling at 2.5 months of age. Family history included known maternal HbC trait, but no paternal history of hemoglobinopathy. Additional NGS ultimately showed compound heterozygosity for HbC and the Gahaian HPFH-2 deletion. For the female child, follow-up bloodwork at 2 months of age showed microcytosis without anemia. Paternal HPLC and CE demonstrated a variant Hb, confirmed to be HbLepore via PCR-based testing. PCR testing subsequently confirmed compound heterozygosity for HbC and HbLepore in the child. CONCLUSIONS: Although HPFH-2 and HbLepore are easy to recognize in adults, in the setting of elevated HbF with normocytosis and a microcytic variant in the Hb Lepore region, respectively, both may be difficult to detect in the newborn period. To our knowledge, neither HbC–HPFH-2 nor HbC–HbLepore has been previously described in the context of newborn screening. These cases highlight important limitations of HPLC and CE in newborn screening, related to physiologic elevation of HbF and low-level expression of HbLepore, which may lead to diagnostic pitfalls. They also underscore the importance of careful family history assessment and definitive molecular testing, including next-generation sequencing, in challenging cases. Consideration of compound heterozygosity should therefore be incorporated into the differential diagnosis when newborn screening identifies a single β-globin variant in the absence of HbA.

P338
Haptoglobin Is Not A Helpful Marker Of Hemolysis In Children.
Eileen R McBride1, Jason C Ford2
1Children's Hospital of Eastern Ontario, Ottawa, ON, Canada, 2Sidra Medicine, Doha, Qatar

Introduction:
  Anemia is a common presentation in childhood. The differential diagnosis is broad and may include hemolysis in many cases. The traditional teaching of investigations for hemolysis includes reticulocytes, bilirubin, LDH and haptoglobin measurement as well as other investigations for the cause of hemolysis (such as the DAT). It is also taught that haptoglobin is an acute phase reactant, and elevation can mask expected low levels in hemolysis. However, although a decrease in haptoglobin is purported to be a specific marker of hemolysis, the evidence for this in pediatric practice is limited. A quality improvement project viewing our testing through a “choosing wisely” lens, was completed in our tertiary care pediatric center.  Methods:  All haptoglobin results for the previous 5 years were extracted from the Laboratory Information System (LIS) in our tertiary care pediatric center. Results were reviewed and compared to the reported reference range and published pediatric reference ranges (CALIPER).  Results:  There were 940 haptoglobin tests ordered, with 35 not processed due to gross sample hemolysis. Of the remaining 905 samples, 75.7% of the results were within the reported reference range, 24.1% were elevated, and only 0.2% fell below the range used in the testing laboratory. The 2 low results were both in adult patients, one post cardiac surgery with no other evidence of ongoing hemolysis after a prolonged pump cross clamp procedure, and the second in a patient with leukemia admitted with acute hepatic injury and jaundice and no other evidence of hemolysis. CALIPER pediatric reference ranges for haptoglobin extend to zero for three of the six most common analyzers, making it impossible even theoretically to detect a “low” haptoglobin.  Conclusions:  Although backed by biologic theory, haptoglobin measurement is not a useful marker of hemolysis in pediatrics. Our data suggest that the positive predictive value of haptoglobin for detecting hemolysis in pediatrics would be 0% given that all results in patients <18 years old were normal.  This test contributes to an increased cost of care and iatrogenic blood loss without any appreciable benefit.  

P339
Epidemiology And Immunohematological Characteristics Of Autoimmune Haemolytic Anaemia In A Malaysian Tertiary Hospital: A Two-Year Retrospective Study
noor haslina mohd noor, noor shafika galtani, nurul izzah abdul razak, salfarina iberahim, marini ramli, zefarina zulkafli, mohd nazri hassan, shafini mohamed yusof
haematology department, universiti sains malaysia, KUBANG KERIAN, , Malaysia

Introduction:
Autoimmune haemolytic anaemia (AIHA) is an uncommon but clinically significant disorder characterised by immune-mediated red cell destruction. Data on its epidemiology and immunohematological profile in Southeast Asia remain limited. This study aimed to describe the incidence, prevalence, demographic characteristics, and immunohematological features of AIHA diagnosed in a Malaysian tertiary hospital. Methods:
A retrospective study was conducted at Hospital Pakar Universiti Sains Malaysia, reviewing all patients diagnosed with AIHA between January 2023 and December 2024. Clinical data were retrieved from medical records, while laboratory data were obtained from the haematology and transfusion medicine laboratory information systems. AIHA was classified as primary or secondary and further subtyped as warm, cold, or mixed based on serological findings. Incidence and prevalence were calculated using hospital admissions and Kelantan population estimates. Immunohematological parameters included direct antiglobulin test (DAT) results, autoantibody and alloantibody specificity, and ABO blood group findings. Results A total of 42 patients were identified (23 in 2023; 19 in 2024). The hospital-based incidence was 48.6 and 41.8 per 100,000 admissions in 2023 and 2024, respectively. The average annual population-based incidence of AIHA was 1.11 per 100,000 population, while the prevalence of AIHA during the study period was 2.21 per 100,000 population. Secondary AIHA accounted for 76.2% of cases, most commonly associated with autoimmune diseases, infections, and lymphoproliferative disorders. Mixed-type AIHA was the predominant subtype (47.6%), followed by warm and cold AIHA (26.2% each). DAT was positive in 95.2% of patients. Autoantibody specificity testing identified anti-I and anti-i antibodies in a minority of cases, while clinically significant alloantibodies were detected in 4.8%. All patients were Rhesus positive, and ABO discrepancies were observed in 11.9%. Conclusion:
AIHA in this Malaysian tertiary centre demonstrates a heterogeneous clinical and immunohematological profile, with secondary and mixed-type AIHA predominating. These findings highlight the importance of comprehensive serological evaluation to guide diagnosis and transfusion management.

P340
Next Generation Sequencing As A Diagnostic Tool For Comprehensive Haemoglobinopathy Genotyping: A Validation Study
Norafiza binti mohd Yasin1, Nurul Hidayah binti musa1, Faidatul Syazlin binti Abdul Hamid1, Syahzuwan bin Hassan1, Suguna A/P Somasundram1, Azian Naila Md Nor1, Ermi Neiza Mohd Sahid1, Yuslina binti Mat Yusoff 1, Ezzanie Suffya Zulkefli1, Ezalia Esa2
1Haematology Unit, Cancer Research Centre (CaRC), Institute for Medical Research (IMR), National Institute for Health (NIH) , Setia Alam, Malaysia, 22Virology Unit, Infectious Disease Research Center, Institute for Medical Research, National Institute for Health (NIH) , Setia Alam, Malaysia

Introduction
Current diagnostic methods for thalassaemia and haemoglobin variants have advanced substantially and now cover most clinically relevant conditions. However, emerging molecular technologies, particularly next-generation sequencing (NGS) promise to further enhance diagnostic efficiency, accuracy, and throughput, with the potential to transform routine laboratory workflows. Materials and Methods
A total of 144 pre-characterised samples were evaluated. All samples had previously undergone conventional PCR-based testing using Gap-PCR, ARMS-PCR, Sanger sequencing, and MLPA for α- and β-globin genotyping, following a stepwise approach guided by haemoglobin analysis findings. The same samples were analysed using the Devyser Thalassemia NGS Assay (Devyser, Hagersten, Sweden). The assay enables targeted library preparation for the detection of SNVs, indels, and CNVs in HBA1, HBA2, and HBB, with partial sequencing of the HBG1, HBG2, and HBD promoter regions. Several common α- and β-thalassaemia deletions were identified using direct breakpoint-specific detection (Gap-PCR). Results from conventional methods and Devyser NGS were compared, and sensitivity, specificity, PPV, and NPV were calculated. Results
Our findings demonstrate that the Devyser Thalassemia NGS Assay provides rapid turnaround times and superior sensitivity and specificity for variant detection compared to conventional methods. For SNVs analysis, sensitivity, specificity, PPV, and NPV were all 100%. CNV analysis showed 93.7% sensitivity, 80.6% specificity, 90.0% PPV, and 86.2% NPV. While the assay was highly reliable for SNVs detection, a subset of CNVs results required secondary confirmatory testing. Additionally, several clinically relevant variants not identified by traditional methods were detected. Discussion
Despite its advantages, NGS retains limitations, particularly in the detection of CNVs such as gene rearrangements, large deletions, and duplications. Short-read sequencing can struggle to resolve highly repetitive genomic regions, including the Alu and SINE elements within HBA1 and HBA2, which poses challenges for accurate α-thalassaemia genotyping. NGS offers a streamlined alternative to traditional stepwise genotyping, which may miss complex thalassaemia interactions that alter haematological phenotypes. Nevertheless, careful interpretation is required to avoid false positives, especially when distinguishing balanced CNVs (e.g., α3.7 deletions or triplications). High sequence homology between HBA1 and HBA2 continues to limit variant resolution and may necessitate Sanger confirmation in selected cases. Overall, the ability of NGS to interrogate multiple globin genes simultaneously makes it particularly valuable for detecting complex thalassaemia interactions, and its integration into routine diagnostic workflows is highly recommended.

P341
Genotype-Based Prediction Of Response To Thalidomide As A Fetal Hemoglobin Augmentation Agent In Transfusion-Dependent Beta-Thalassemia
IRAM NAZIR1,2, Muhammad Younus Jamal Siddiqi2,3, Maeesa Wadood2, Muhammad Rizwan2
1Amna Inayat Medical College, Lahore, Pakistan, Lahore, , Pakistan, 2Baqai Institute of Hematology, Baqai Medical University, Karachi, Pakistan, Karachi, , Pakistan, 3Jinnah Medical & Dental College Karachi, Karachi, , Pakistan

Introduction:
In developing countries like Pakistan, thalassemia management poses significant challenges due to the high disease burden and the costs associated with regular blood transfusions, iron chelation, and follow-up care. Thalidomide, a recent fetal hemoglobin (HbF) inducer, has emerged as a promising therapeutic option for β-thalassemia. This study aimed to evaluate thalidomide response in transfusion-dependent β-thalassemia patients with varying genotypes, with the goal of identifying those most likely to benefit during the preliminary assessment stage. Methodology:We conducted a prospective observational study at Baqai Medical University, Karachi, from January 2023 to January 2024. A total of 100 transfusion-dependent β-thalassemia patients receiving thalidomide therapy (2 mg/kg/day) for 3 months at Muhammadi Blood Bank and Diagnostics Center, Karachi, were enrolled. Response was assessed by changes in hemoglobin levels and transfusion frequency, and patients were classified as Excellent Responders (ExR), Good Responders (GoR), or Non-Responders (NR). Genetic analysis of β-thalassemia mutations was performed using Amplification Refractory Mutation System–Polymerase Chain Reaction (ARMS-PCR). Results:Twenty favourable β-thalassemia genotypes were identified in ExR, nine in GoR, and seven unfavourable genotypes in NR. Among ExR (n=69), the most frequent genotypes were Fr 8-9(+G)/Cd 5(-CT) (n=21), homozygous Cd 5(-CT) (n=16), homozygous Fr 16(-C) (n=4), Cd 5(-CT)/Fr 41-42(-TTCT) (n=4), and IVS I-5(G>C)/Cd 5(-CT) (n=4). In GoR (n=18), predominant genotypes included Fr 8-9(+G)/Cd 5(-CT) (n=4), homozygous Cd 5(-CT) (n=3), Fr 8-9(+G)/IVS II-1(G>A) (n=3), and Cd 5(-CT)/IVS II-1(G>A) (n=3).In NR, the IVS1-1(G-T)was the most prevalent. In ExR with the Fr 8-9(+G)/Cd 5(-CT) genotype, mean HbF and Hb increased from 35.9% ± 10.6% and 4.6 ± 1.2 g/dL at baseline to 82.6% ± 11.8% and 10.1 ± 0.8 g/dL, respectively, after 3 months. GoR with the same genotype showed mean HbF and Hb increase from 26.9% ± 4.1% and 5.5 ± 1.5 g/dL to 55.6% ± 26.7% and 7.0 ± 1.3 g/dL, respectively. In ExR with homozygous Cd 5(-CT), HbF and Hb rose from 30.9% ± 7.5% and 5.1 ± 1.7 g/dL to 80.0% ± 7.1% and 10.2 ± 0.7 g/dL. Mutations including homozygous IVSI-1(G>T), homozygous Del619bp, IVSI-5(G>C)/IVS1-1(G>T), and Del619bp/IVS1-1(G>T) were only observed in NR and did not influence HbF or Hb levels following thalidomide therapy. Conclusion:Twenty β-thalassemia genotypes were responsive to thalidomide in ExR, nine in GoR, and seven genotypes were exclusive to NR, which can serve as genetic predictors of thalidomide response in transfusion-dependent β-thalassemia. Keywords: β-thalassemia, Genotype, Thalidomide, Fetal hemoglobin

P342
Observations From External Quality Assessment: G6Pd Quantitative Assay Vs Qualitative Screening
Bianca Olivier, Bashori Rahman, Barbara De La Salle, Joana Loureiro
UK NEQAS Haematology, Hertfordshire, United Kingdom

Introduction
Diagnosis of G6PD deficiency relies on laboratory measurement of enzyme activity using a range of quantitative and qualitative methods. UK NEQAS Haematology provides external quality assessment (EQA) for both approaches, supporting benchmarking and harmonisation of laboratory performance. We reviewed five years of G6PD EQA data to examine how well quantitative assays and qualitative screening methods assigned specimens to Deficient, Intermediate, or Not‑deficient categories. Methods
The G6PD EQA programme issues six distributions per year, each containing two adult whole‑blood specimens. Participants test specimens using their routine protocols and report one of three diagnostic categories. All G6PD specimens issued between 2021 and 2025 were included in this data review (30 surveys; 60 specimens). Material was sourced from NHSBT or a commercial provider of human donor blood. Deficient specimens were confirmed in‑house by UK NEQAS Haematology. Only one specimen of true Intermediate activity was distributed in this period, based on patient characteristics and quantitative assay findings.
For each specimen and method, categorical accuracy was calculated by converting the percentages of laboratories reporting Deficient, Intermediate, or Not‑deficient into laboratory counts using the number of participants per survey. Results
Overall accuracy was high for both methods: quantitative assays achieved 90.3% (5,499/6,088) and screening methods 93.8% (≈5,874/6,265).
For Deficient specimens, assays correctly identified deficiency in 96.2% of results, with very low misclassification as Not‑deficient (0.9%). Screens were similarly accurate, correctly identifying deficiency in 91.4% of results.
For Not‑deficient specimens, screens showed particularly strong specificity, reporting Not‑deficient in 95.6% of results, compared with 89.6% for assays. False‑deficient results were rare for both approaches (≤2.7%).
Classification of Intermediate activity showed the greatest variability. For the single Intermediate specimen distributed, 31.7% of assay users correctly reported it as Intermediate, while 61.5% reported it as Deficient and 6.7% as Not‑deficient. Screening users performed better, with 48.0% reporting Intermediate correctly, though misclassification occurred toward both alternative categories (26.5% Deficient; 25.5% Not‑deficient). Conclusions
This 5-year review of G6PD EQA data demonstrates that both quantitative assays and qualitative screening methods can diagnose Deficient and Not‑deficient specimens with high accuracy. Screening methods showed slightly better overall performance and stronger specificity for Not‑deficient samples, while assays demonstrated marginally higher performance for diagnosing Deficient specimens. Intermediate classification remained the principal challenge for both approaches, emphasizing difficulties around borderline cut‑offs and the need for robust reference intervals in G6PD testing.

P343
Testing For Hemoglobinopathies In An Emergency Setting: A Quality Improvement Study
Yves D. Pastore1,2, Maria Tamer1, Nasa Allaoui3, Kim-Lien Ho1, Leila Rabaamad2, Evelyne Doyon-Trottier4, Sebastien B. Lavoie2,5, Tiago Nava1,2,6
1Pediatric hematology section, pediatric department, CHU Sainte-Justine, MONTREAL, QC, Canada, 2Clinical department of laboratory medicine, CHU Sainte-Justine, MONTREAL, QC, Canada, 3Ethic, performance and quality department, CHU Sainte-Justine, MONTREAL, QC, Canada, 4Pediatric emergency department, CHU Sainte-Justine, MONTREAL, QC, Canada, 5Biochemistry service, clinical department of laboratory medicine, CHU Sainte-Justine, MONTREAL, QC, Canada, 6Pharmacology research unit, clinical department of laboratory medicine, CHU Sainte-Justine, MONTREAL, QC, Canada

Introduction: Patients with sickle cell disease (SCD) are at risk of severe complications including acute chest syndrome, overwhelming bacterial infections and stroke. In an emergency department (ED), establishing an accurate SCD diagnosis is crucial to adequately treat such patients. Sickling test (ST) is used as screening in patients of unknown SCD status. While the test has good negative predictive value, it does not differentiate sickle cell trait (SCT) and SCD, requiring complementary testing such as quantitative hemoglobin electrophoresis (QHBE) to establish a correct diagnosis. Our study evaluated the care of patients with positive ST seen in ED. Methodology: Retrospective quality improvement study of patients presenting in the ED at CHU Sainte-Justine, a major Canadian tertiary pediatric care center (80 000 ED patients-year). Patients screened for SCD over one year period and positive ST were included, while those with known SCD were excluded. ST was performed in our routine hematology lab using qualitative solubility test through standard methodology (SickleDex, Streck corporate, USA). QHBE was performed using capillary electrophoresis.  Results:Among 382 ST performed, 54 (14%) were positive. Two were excluded (one duplicate test, one case known for SCD). 52 included children had a median age of 6.3+/-5.4 yrs old. Reason for consultation included fever in 30 (58%), respiratory symptoms in 14 (27%), neurological symptoms in 11 (21%), and pain in 2 (4%)(some patients with > 1 symptom). Median time of validation for ST was 1.3hrs (min/max: 0.4-184h). 17 (33%) received intravenous antibiotic; eight had follow-up in day clinic given the possibility of SCD, pending the results for accurate status. Ten discharged children (19%) were anemic (Hemoglobin <115g/L), including three who presented with neurologic symptoms and one with fever.   QHBE results became available at a median time of 9.1 +/-3 days. Only two patients (4%) proved to have SCD. Conclusion: Although ST is a simple test, it is costly and requires QHBE to accurately differentiate between individuals having SCT and SCD, leading to lengthy delays in adequate diagnosis. When used in ED patients presenting with an unknown SCD status, ST is therefore incomplete, resulting in unnecessary therapies such as IV antibiotic. It may also further induce inaccurate follow-up care in those who prove to have SCD.  We plan to implement the use of more readily available and rapid testing using TOSOH analyser to quickly discriminate between SCT and SCD patients and evaluate its cost-efficiency and impact on quality of care. 

P344
Diagnostic Performance Of Extended Red Cell Parameters In Iron Deficiency Anaemia Among Young Children
Marini Ramli1,2, Fatma Basyira Jamallodin1,2, Wan Suriana Wan Abdul Rahman2, NurIlyia Syazwani Saidin1,2
1School Of Medical Sciences, University Sains Malaysia, Kota Bharu,Kelantan, , Malaysia, 2Hospital Pakar Universiti Sains Malaysia, Kota Bharu, Kelantan, , Malaysia

Introduction:
Iron deficiency anaemia (IDA) remains the most common cause of anaemia among children under five years of age and is frequently characterised by hypochromic and microcytic red blood cells. Extended red blood cell (RBC) parameters generated by modern haematology analysers provide earlier and more reliable indicators of iron-restricted erythropoiesis. This study aims to evaluate the correlation and diagnostic utility of extended RBC parameters in comparison with traditional iron markers. Methods: A cross-sectional study was conducted among hypochromic children aged 6–60 months who were seen in the paediatric ward and clinic at Hospital Pakar Universiti Sains Malaysia (HPUSM) between January 2024 and April 2025. Full blood count with extended parameters, serum iron, total iron-binding capacity (TIBC), and ferritin were measured using the Mindray BC-6200 analyser and the Roche Cobas 6000 system respectively. Transferrin saturation (TSAT) and Mentzer index were calculated using standard formulas. Iron deficiency anaemia was defined based on age-specific haemoglobin cut-offs and TSAT <20%. Statistical analysis included Spearman’s correlation and receiver operating characteristic (ROC) curve analysis. Results:
A total of 147 children were included, with a mean age of 22.59 ± 16.38 months. Eighty-three participants (56.5%) were male. IDA was identified in 71 children (48.3%). Among IDA patients, the mean haemoglobin concentration was 9.18 ± 1.33 g/dL and the mean reticulocyte haemoglobin equivalent (RHe) was 17.09 ± 2.87 pg. RHe demonstrated a significant positive correlation with TSAT (ρ = 0.432, p <0.001) and significant negative correlation with serum ferritin (ρ = −0.265, p = 0.026). Immature reticulocyte fraction (IRF) and microcytic red cell percentage (Micro%) showed no significant correlation with iron study parameters. ROC analysis demonstrated that RHe had an area under the curve (AUC) of 0.77 (95% CI: 0.70–0.85). An optimal cut-off value of ≤ 20.15 pg yielded a sensitivity of 88.7% and specificity of 49.7% for diagnosing IDA. Conclusion:
IDA was prevalent among hypochromic children at HPUSM, particularly among those aged 6–24 months. RHe showed strong correlations with traditional iron markers, supporting its role as a reliable indicator for early IDA identification in paediatric patients, especially in settings where conventional iron studies are limited by inflammatory conditions.

P345
Does The Ferroportin 1 &Minus;8C>G Variant Modify Iron Overload And Iron Regulatory Biomarkers In Transfusion-Dependent Beta Thalassemia Patients Receiving Hemoglobin F Augmentation Therapy?
Maeesa Wadood1, 2, Muhammad Younus Jamal Siddiqui1.3, Iram Nazir1.4, Syeda Ayesha Siddiqa2, Mazahir Hussain2, Muhammad Rizwan1, Munazza Rashid1, Maria Rahim1
1Baqai Medical University, Karachi, , Pakistan, 2Muhammadi Hematology, Oncology Services and Welfare Foundation, Karachi, , Pakistan, 3Jinnah Medical & Dental College, Karachi, , Pakistan, 4Amna Inayat Medical College, Lahore, , Pakistan

Introduction: Iron overload remains a major clinical challenge in transfusion-dependent β-thalassemia despite iron chelation and HbF augmentation therapy (e.g., hydroxyurea), suggesting the involvement of additional modifiers of iron homeostasis. Ferroportin (FPN1), the sole cellular iron exporter, is hypothesized to contribute to dysregulated iron metabolism through altered hepcidin responsiveness. Objective: To evaluate the association of the FPN1 −8C>G variant with iron overload severity and iron regulatory biomarker profiles in transfusion-dependent β-thalassemia patients receiving HbF augmentation therapy. Methods This cross-sectional study included 120 transfusion-dependent β-thalassemia patients receiving hydroxyurea-based HbF augmentation therapy for ≥6 months. Iron status was assessed using serum iron, ferritin, TIBC, UIBC, and transferrin saturation (TSAT). Iron regulatory biomarkers: hepcidin, erythroferrone, GDF-15, and soluble transferrin receptor (sTfR) were measured using standardized immunoassays. Genotyping of FPN1 −8C>G was performed using PCR-RFLP. Statistical analysis included ANOVA, Fisher’s exact test, and Spearman correlation. Results: The FPN1 −8C>G polymorphism was identified in 39 individuals, representing 32.5% of the study population. Carriers of the variant genotypes (CG + GG) exhibited significantly higher serum ferritin levels and a greater burden of iron overload compared with wild-type (CC) individuals, despite comparable transfusion exposure and iron chelation therapy (p <0.001). The presence of the FPN1 −8C>G variant conferred a 5.36-fold increased risk of iron overload (p = 0.0095), underscoring its strong clinical significance. Variant carriers demonstrated a distinct biomarker profile characterized by elevated serum iron, ferritin, transferrin saturation, hepcidin, erythroferrone, and GDF-15 levels (all p <0.001), alongside reduced TIBC, UIBC, and sTfR levels (p <0.001). Notably, iron overload persisted in patients with variant genotypes despite adequate iron chelation and Hb F augmentation therapy. Conclusions: The FPN1 −8C>G variant is a significant determinant of iron overload and altered iron regulatory biomarker expression in transfusion-dependent β-thalassemia patients receiving HbF augmentation therapy. These findings support a role for ferroportin-mediated hepcidin resistance in refractory iron overload and highlight the potential utility of FPN1 genotyping in laboratory-based risk stratification and iron monitoring strategies in transfusion-dependent β-thalassemia patients.

P346
Defining Population-Specific G6Pd Activity Thresholds Using A Stable Adjusted Male Median: Evidence From 16 Years Of Nationwide Data
Muhammad Shariq Shaikh, Zeeshan Ansar Ahmed, Bushra Moiz
Aga Khan University Hospital, Karachi, Pakistan

Introduction: Glucose-6-phosphate dehydrogenase (G6PD) deficiency is the most common enzymopathy worldwide and poses significant clinical and public health challenges, particularly in malaria-endemic regions. Quantitative assessment of G6PD activity is essential, yet defining clinically meaningful deficiency thresholds remains difficult due to biological variability related to age, sex, and X-linked inheritance. The World Health Organization recommends the Adjusted Male Median (AMM) to define 100% activity and derive population-specific thresholds; however, large-scale evaluations of AMM stability and population-wide G6PD activity patterns are limited in Pakistan. Methods: We conducted a retrospective analysis of all quantitative G6PD assays performed at a national reference laboratory in Pakistan between January 2009 and December 2024. Records with valid G6PD activity (U/g Hb), age, and sex were included. Age- and sex-stratified distributions were examined across predefined clinical age groups. The AMM was calculated using adult males aged 18–45 years following WHO methodology, with exclusion of individuals ≤10% of the initial median. Sensitivity analyses assessed AMM stability across alternative adult male age windows (15–50 and 18–60 years). G6PD activity categories were defined as severe (<10%), moderate (10–30%), intermediate (30–60%), and normal (>60%) relative to the AMM. Results: A total of 51,748 specimens were analyzed, including 41,397 males and 10,351 females. Mean G6PD activity was 10.59 ± 5.23 U/g Hb in males and 10.90 ± 4.31 U/g Hb in females. The adjusted male median derived from 7,436 adult males was 9.2 U/g Hb and remained highly stable across alternative age windows (9.2–9.3 U/g Hb; ~1% variation). Using AMM-based thresholds, 15.4% of the population had <60% activity, including 6.8% with severe deficiency and 4.9% with moderate deficiency. G6PD activity was highest in neonates and infants and declined progressively with age. Female distributions were broader than male distributions, consistent with X-chromosome mosaicism. Conclusions: This large, nationwide study demonstrates that the adjusted male median is a stable and reliable reference for defining population-specific G6PD activity thresholds in Pakistan. Age- and sex-specific activity patterns align with known physiological and genetic determinants, while AMM-based classification provides robust prevalence estimates of deficiency. These findings support routine implementation of AMM-derived thresholds in clinical laboratories and public health programs to improve diagnosis, risk stratification, and safe therapeutic decision-making.

P348
Glycemic Control And Systemic Inflammation: Exploring The Correlation Between Hba1C, Homa-Ir And Procalcitonin. A Preliminary Report
Konstantina Tsioni1, Eftychia Nikolakopoulou2, Nikoletta M Kouri1, Angeliki Karyoti1, Marianthi Issa1, Aristeidis Chalvantzis1, Dimitrios Komilis3, Eleni Vagdatli1
1Biopathology Laboratory, Hippokration General Hospital,, Thessaloniki, Greece, 2Biopathology Laboratory, Xanthi General Hospital, Xanthi,, Xanthi, Greece, 3Department of Environmental Engineering, Democritus University of Thrace, Xanthi, Greece

Introduction: Diabetes Mellitus (DM) and Insulin Resistance (IR) are chronic metabolic disorders characterized not only by deregulated glucose homeostasis but also by persistent low-grade systemic inflammation. Hemoglobin A1c (HbA1c), also referred as glycated hemoglobin is a biomarker of long-term glycemic control, It shows an average level of Glucose regarding the past 3 months. The percentage of hemoglobin that has bound to glucose is determined. Glucose and hemoglobin are irreversibly bonded. HbA1c is not included in the diagnostic criteria for DM, but it helps in the diagnosis and monitoring of patients. In terms of diagnosis, individuals with HbA1c >6.5% suffer from DM, while individuals with HbA1c 5.7% to 6.4% are more likely to have prediabetes. With regard to monitoring individuals with DM, determinations more frequent than every three months do not usually have clinical value. HbA1c is determined every 3-6 months depending on patients clinical condition, does not require fasting and is not influenced by short-term glucose fluctuations, stress or exercise. HOMA-IR (Homeostasis Model Assessment for Insulin Resistance) estimates IR. It is calculated using fasting glucose and fasting insulin. HOMA-IR describes how much insulin the human body needs to maintain stable blood glucose levels. It is useful in assessing the risk of type 2 DM, but not for individuals already diagnosed with DM. Procalcitonin (PCT) is a prohormone of calcitonin, normally present at very low levels but significantly increased during systemic bacterial infections or sepsis. Recent studies examine its potential to describe the inflammatory status of chronic metabolic diseases, such as DM or IR.    Methods: 88 individuals admitted to a tertiary care hospital were studied, they had a median age of 61(23-90)years, 43 (48.9%) were male. Patients with acute or chronic infections, patients with acute or chronic renal failure, with hemoglobinopathies, anemia or recently transfused were excluded. The method of choice for HbA1c determination is ion-exchange high-performance liquid chromatography (HPLC) due to its high accuracy and ability to detect analytical interferences. HPLC is fully standardized according to IFCC recommendations. PCT was determined on UniCell-DXI800 (Beckman-Coulter) with enhanced chemiluminescence(CMIA).  The SPSS® v. 29 was used and the non-linear Spearman’s rank correlation coefficient (ρ) was calculated between HbA1c and PCT and HOMA-IR and PCT. Level of statistical significance was set at p<0.05.   Results: No correlation was found between HbA1c and PCT ρ=0.075 p=0.496 or HOMA-IR and PCT, ρ=0.153 p=0.201.   Conclusion:HbA1c reflects long-term exposure of hemoglobin to glucose. HOMA-IR estimates IR. PCT is primarily a biomarker of systemic inflammation, usually caused acutely by bacteria. In this study, no correlation was found between HbA1c or HOMA-IR and PCT. PCT levels were remarkably low in all tested individuals, ruling out any correlation between PCT and the inflammatory status of the study subjects caused by glucose levels. These findings suggest that PCT does not reflect DM’s chronic metabolic deregulation or low-grade inflammation associated with glycemic control or IR in the absence of acute bacterial infection. Additionally, PCT may be less sensitive to the low-grade chronic inflammation caused by DM or IR, than hsCRP or cytokines. These findings are consistent with the findings of several studies indicating that PCT is a biomarker reflecting acute bacterial infection rather than inflammation due to chronic metabolic disorders. PCT in DM or IR can be used for its primary ability to distinguish bacterial infections and for antibiotic stewardship. Further studies examining several inflammation biomarkers are needed in order to clarify and describe the relationship between low-grade inflammation and DM and IR in the context of chronic hyperglycemia.       

P349
Interference In Mchc Measurement: Experience In Our Laboratory In Analyzing Causes And Management With The Help Of Cbco-Sysmex Software
Teresa M Villalba Hernandez1, Maria Gonzalez Boronat1, Miquel Diaz Valls1,2, Jorge Y Medina Ugarelli1
1Catlab laboratoris, Terrassa, Spain, 2Hospital Universitari Mutua de Terrassa, Terrassa, Spain

INTRODUCTION:Mean corpuscular hemoglobin concentration (MCHC) is a complete blood count parameter calculated from hemoglobin and hematocrit. Elevated values usually indicate analytical interferences, but may also reflect true erythrocyte disorders. The most frequent interferences include falsely decreased red blood cell (RBC) counts due to cryoagglutinins and falsely increased hemoglobin (Hb) values caused by plasma abnormalities. Conventional strategies to resolve these interferences involve incubation at 37°C, plasma replacement with isotonic solutions, optical Hb measurement, and manual recalculation of parameters  (time-consuming, requiring manual handling, and increasing risk of analytical errors). The CBC-O module of the Sysmex e-IPU software is automatically activated when MCHC exceeds 36.5 g/dL. It analyzes samples in reticulocyte mode at 41°C, generating optical RBC and Hb values. Based on discrepancies between impedance and optical results, samples are classified as suspected cryoagglutinins (RBCO), plasma interference (HBO), equivalent results (EQUAL), or suspected erythrocyte pathology (SRBC). OBJECTIVE:To evaluate the performance of the CBC-O software in our laboratory by analyzing RBC, Hb, and MCHC values and correlating them with analytical findings and patient diagnosis. (“-i” indicates impedance-derived values; “-o” indicates optical values.) METHODS:Samples were analyzed using a Sysmex XN-20 analyzer and processed with the CBC-O application of Sysmex e-IPU software. Six months CBC-O reports were reviewed, and data were recorded in an Excel database. Samples were analyzed individually and grouped into RBCO, HBO, EQUAL, and SRBC categories. Mean, standard deviation, and range were calculated for each group. RESULTS:A total of 187 samples from 133 patients were analyzed. For RBCO (N=92), RBC-i values 2.70±1.09 (0.6–4.6), RBC-o values 4.1±0.83 (2–5.8), MCHC-i values 57.1 ± 27.1 (36.7–193.8), and MCHC-o values 31.25±2.35 (22.2–36.1). For HBO (N=52), Hb-i values 14.24±2.78 (7.4–17.7), Hb-o values 12.76±2.69 (6.4–16.4), MCHC-i values 37.44±1.45 (36.6–44.1), and MCHC-o values 33.41±1.12 (31.3–35.7). The EQUAL group (N=15) showed minimal differences between impedance and optical MCHC values. In the SRBC group (N=27), corrected MCHC values remained borderline, suggesting true erythrocyte pathology. Clinically, the RBCO group showed increased reticulocyte counts and occasional positive direct Coombs tests. The HBO group was associated with elevated lipemia, hemolysis, and icterus indices, as well as increased bilirubin and triglyceride levels. The SRBC group included patients with sickle cell disease, hemoglobin C, and congenital stomatocytosis. CONCLUSIONS:The CBC-O software enables automated and reliable evaluation of samples with elevated MCHC, effectively correcting analytical interferences while reducing manual processing and the risk of analytical errors.

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Advanced Algorithm For Correcting Cold Agglutination Interference In Red Blood Cell Parameters With The Mindray Bc-7600 Hematology Analyzer
Bo Ye1, Jong Zhang2, Wenbo Zheng1, Danzhou Tao1, Zhongfu Zhang1, Yushuai Ma1, Yan Liu1, Taiqiang Zhao2
1Department of Clinical Research & Medical Affairs, Shenzhen Mindray Bio-Medical Electronic Co. Ltd., Shenzhen, , China, 2Department of Laboratory Medicine, Sichuan Academy of Medical Sciences & Sichuan Provincial People’s Hospital,, Chengdu, , China

Background & Objective: Cold agglutination (CA) is a common interference in clinical laboratories where the presence of cold agglutinins leads to RBC clumping at lower temperatures, causing spurious RBC parameters. Traditional prewarming method, though effective, is time-consuming and labor-intensive. The Mindray BC-7600 hematology analyzer introduces an advanced algorithm that uses histogram graphic features to estimate and analyze RBC aggregates. By fitting histograms of RBC aggregates based on particle counts and applying convolution methods, it could accurately correct total RBC counts. Additionally, the fitted RBC aggregates histograms are removed to correct MCV values. This study evaluates the corrective performance of the BC-7600 for CA samples and explores its clinical applications.   Method: Twenty clinical CA samples confirmed by microscopy were analyzed using the Mindray BC-6800plus and BC-7600 hematology analyzers for RBC, MCV, and MCHC parameters. Samples were prewarmed at 37°C for 1 hour to eliminate RBC agglutination, and RBC, MCV, and MCHC obtained from the BC-6800plus after prewarming were used as reference values. Corrected RBC (Corr-RBC), corrected MCV (Corr-MCV), and corrected MCHC (Corr-MCHC) values from the BC-7600 were compared with prewarmed reference values (RBC-37°C, MCV-37°C, MCHC-37°C) using linear regression and Bland-Altman analysis. Relative deviations were assessed for clinical acceptability.   Results: The BC-6800plus uncorrected values showed significant discrepancies from the reference values, with RBC counts significantly lower, and MCV and MCHC significantly higher. In contrast, the BC-7600 corrected values demonstrated strong agreement with the reference values. Corr-RBC showed a high correlation with RBC-37°C (R² = 0.986), and Corr-MCV correlated strongly with MCV-37°C (R² = 0.977). Additionally, Corr-MCHC also shows moderate correlation with MCHC-37°C (R² = 0.609). Relative deviations of Corr-RBC (±3.0%), Corr-MCV (±3.5%), and Corr-MCHC (±3.5%) were within clinically acceptable limits. Bland-Altman plots indicated strong agreement between algorithm-corrected values and prewarmed reference values, with mean biases of 2.22% for RBC, -0.61% for MCV, and -0.89% for MCHC. Notably, the BC-7600 correction eliminated the need for prewarming, reducing sample processing time.   Conclusion: The Mindray BC-7600 hematology analyzer effectively corrects CA-related spurious hematology parameters, significantly improves laboratory efficiency by eliminating the need for prewarming while maintaining clinically reliable results, highlighting its potential as a valuable tool for addressing cold agglutination interference in routine practice.

P351
Worst-Case Hyperhemolysis Syndrome: Massive Hemorrhage Protocol Activation After Splenectomy
Sima Zolfaghari1, Hafsah Ibrahim Chalchal1, Jennifer Lambert2
1University of Saskatchewan, Regina, SK, Canada, 2Regina General Hospital, Regina, SK, Canada

Introduction
Hyperhemolysis syndrome (HHS) is a severe delayed hemolytic transfusion reaction most commonly reported in sickle cell disease, but it may occur in other settings. It is characterized by destruction of both transfused and autologous red blood cells, resulting in post-transfusion hemoglobin levels below the pre-transfusion baseline, with laboratory evidence of hemolysis. Because transfusion may exacerbate hemolysis, red blood cell (RBC) transfusion is generally avoided unless anemia is life-threatening. We report a 74-year-old man with beta thalassemia trait who developed HHS with pancytopenia and was later complicated by massive hemorrhage following splenectomy.   Methods
We reviewed the patient’s clinical course, including diagnostic evaluation (direct antiglobulin test, bone marrow biopsy, and imaging) and management. He had beta thalassemia trait without sickle cell disease, long-standing splenomegaly of unclear etiology, and a 5-month history of worsening cytopenias. Management included transfusion support, immunomodulatory therapy, splenectomy, and activation of a massive hemorrhage protocol.   Results
The patient presented with symptomatic anemia (Hb 59 g/L) and pancytopenia. Bone marrow biopsy demonstrated a markedly hypercellular marrow with erythroid hyperplasia and no evidence of malignancy. He received two units of RBCs; five days later, his hemoglobin fell to 44 g/L, below the pre-transfusion level. Hemolysis markers were markedly abnormal (LDH >1000 U/L, undetectable haptoglobin), with a direct antiglobulin test positive for C3 only and an inappropriately low reticulocyte response. While investigations for hemolysis were ongoing, a subsequent transfusion resulted in a similar hemoglobin decline, confirming HHS. He was managed with supportive care (folate, iron, erythropoietin), reduced phlebotomy, and weekly rituximab, with gradual hemoglobin improvement to 75 g/L over two months. Due to persistent pancytopenia and massive splenomegaly, splenectomy was performed. Postoperatively, he developed massive intra-abdominal hemorrhage with hemorrhagic shock requiring resuscitation. Despite transfusion avoidance in HHS, a massive hemorrhage protocol was required, including RBCs, plasma, and ROTEM-guided hemostatic therapy. Surgical re-exploration identified and repaired a bleeding vessel. Bleeding resolved without further hemoglobin decline, and the patient survived. Over subsequent months, his hemoglobin returned to baseline. Splenic pathology showed no evidence of lymphoma.   Conclusions
This case illustrates a rare presentation of hyperhemolysis in a non-sickle cell patient complicated by life-threatening hemorrhage. Early recognition of HHS and judicious transfusion practices are critical. In patients requiring splenectomy, multidisciplinary planning and readiness for massive transfusion with active coagulopathy management are essential to optimize outcomes.

P352
In‑Hospital Value Assignment For Repurposing Reference Materials For Within‑Laboratory Precision As Trueness Control Materials Using Six Fresh‑Blood‑Verified Hematology Analyzers To Enable Reference‑Material‑Drift‑Independent Daily Sequential Calibration Verification
Tomoko Arai1, Yutaka Nagai2,3, Yoko Yatabe1, Hiromichi Matsushita1,2
1Keio University Hospital, Tokyo, Japan, 2Keio University School of Medicine, Tokyo, Japan, 3Kansai University of Health Sciences, Osaka, Japan

Introduction:
In quality control (QC) for hematology analyzers, manufacturer package inserts provide recovery ranges to verify the stability of reference materials for within‑laboratory precision (Precision‑RMs). These ranges indicate expected performance of stabilized materials but do not represent analyzer‑specific QC specifications (QC‑Spec: target values and allowance ranges). QC‑Spec is usually set using Precision‑RMs at the start of each new lot; however, temporal drift in Precision‑RM stability may necessitate adjustments even within a single lot. Moreover, while Precision‑RMs are supplied, trueness control materials (TCMs) for accuracy are not, leaving no opportunity for daily calibration verification. Therefore, an in‑hospital calibration verification approach using RM‑drift‑independent daily sequential calibration verification is needed to optimize allowance ranges and improve analyzer‑specific QC‑Spec.

Methods:
A total of 2,795 Precision‑RM measurements (XN‑CheckTM Sysmex) from six lots over one year were analyzed using six fresh‑blood‑verified XN‑10TM analyzers. Weekly calibration verification for all analyzers was performed using fresh whole blood from eight patients (three normal and five abnormal), by comparing each analyzer’s bias with that of the manufacturer‑calibrated primary analyzer. Allowable %bias limits were set at 10, 3, 3, 3, 10, 10, 20, 40, 40, 80, and 20 for leukocyte, erythrocyte, hemoglobin, mean corpuscular volume, platelet, and differential/reticulocyte percentages, respectively. In‑hospital value assignment for repurposing Precision‑RMs as TCMs was derived weekly from the previous week’s measurements, and QC‑Spec was updated accordingly. One lot showing repeated platelet QC failures due to stability‑related factors was selected, yielding 523 data points. Comparative QC used package‑insert medians with fixed limits (10%), whereas the test QC methods applied evidence‑based ranges derived from hospital‑assigned TCM means with fixed limits (10%) (QC‑Spec‑A) and 95%‑confidence‑interval‑based ranges incorporating each analyzer’s bias correction relative to the primary analyzer (QC‑Spec‑B).

Results:
Inter‑HA %bias values obtained with Precision‑RMs (−4.9, +0.2, +1.6, +4.4, +5.8) were larger than those confirmed with fresh whole blood (−1.7, −1.2, −3.7, +2.1, −2.2). Out‑of‑control points numbered 14 (2.7%; +0/-14), whereas the test methods showed five (1.0%; +3/-2) in QC‑Spec‑A and one (0.2%; +1/-0) in QC‑Spec‑B. The test QC methods, implemented weekly and utilizing hospital‑assigned TCM values, enabled unbiased calibration verification against the analyzer‑specific QC‑Spec and minimized the impact of temporal drift and Precision‑RM instability.

Conclusions:
Precision‑RMs, as stabilized materials commutable to fresh blood, were assigned in‑hospital values so they could also function as TCMs. These assignments were based on measurements from multiple fresh‑blood‑verified analyzers. Using value‑assigned TCMs enabled RM‑drift‑independent sequential calibration verification, allowing daily assessment of calibration status.

P353
Extending Accurate Patient-Based Quality Assurance And Quality Control To Outpatient (Referral) Laboratory Testing
George Cembrowski1, Jialin Qiu2, Christopher McCudden3
1Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada, 2University of Alberta, Edmonton, AB, Canada, 3University of Ottawa, Ottawa, ON, Canada

Introduction While some clinical laboratories use patient moving averages to detect potentially significant analytical shifts, diurnal variation can obscure their detection.  To eliminate the interference of diurnal variation in hospital patients, we developed and demonstrated the effectiveness of the moving average of 24 hour intrapatient deltas (PMID: 33993233). As outpatients are frequently re-sampled at the same time of day, often on the same weekday, we quantitated the total variations of CBCs that were resampled on weekdays 7 days, 14 days and 28 days later, extending hourly from the same time of sampling to 24 hours later. For the typical CBC parameters, we derived and compared the between week hourly total test variation (preanalytical + within patient + analytical) to the European Federation of Laboratory Medicine upper limits of normal subject biological variation (PMID: 34049424) Methods De-identified Sysmex XE5000 CBC's were obtained from Ottawa Hospital outpatients from April 2015 to April 2018.  All measurements were identified with unique patient identifiers and date and time of testing.  Results outside their reference interval were excluded from analysis.   For each CBC parameter, we tabulated consecutive intrapatient paired results that were analyzed between 6am and 6pm on weekdays and separated between 7, 14 or 28 days.  The separation time (hours) was converted into a modulus 24 time yielding 24 hourly intervals. For each hourly interval, we calculated the relative standard deviation of the paired intrapatient results which constitutes the total of analytical, intra-patient biological and preanalytical variation (PMID: 35137000). Results 220,000 patients provided CBCs; mean female and male ages were 56.3+19.6(SD) and 60.6+17.6 years, respectively.  The average identical hour, between week intrapatient variation (%) is compared to the parenthesized EFLM biologic variation (%):  hemoglobin:3.5(2.7), hematocrit:3.1(2.9), RBC:3.7(4.0), MCV:1.3(1.6), and the absolute counts of WBC:13.8(12.8), neutrophils: 17.9(26.8), lymphocytes:16.1(14.7), platelets:11.4(10.2), eosinophils:41(27) and basophils:209(13).   Conclusions Apart from the much larger patient variations for basophils and eosinophils the total intrapatient variations of the other CBC components are almost identical to those in healthy subjects. In busy referral laboratories, running calculations of 7, 14, 21 and 28 day intrapatient variations should provide reliable, granular limits for within patient variation thus enabling weekday patient-based QA and QC of most CBC components.   Extension of the period between consecutive tests to broader durations such as 35 days might introduce an unwanted seasonal component. 

P354
Analytical Validation Of The Atellica Hema 580 Hematology Analyzer And Comparative Performance Against The Sysmex Xn
Melwin Deepak, Amira Al Mawali, Mariam Al Buraiki, Shaima Al Mamari, Mohamed Al Zaabi MD, FRCPath
Department of Hematology Laboratory and Blood Bank, Khoula Hospital, Muscat , , Oman

Introduction: Accurate complete blood count (CBC) results are central to hematology practice, and the introduction of new analyzers requires careful analytical validation before routine clinical use. The Atellica HEMA 580 is a recently developed high-throughput platform that integrates impedance-based cell counting, optical hemoglobinometry, and fluorescence-based measurements. Although its use in clinical laboratories is increasing, independent data describing its overall analytical performance remain limited. We therefore performed a comprehensive evaluation and compared its performance with the widely used Sysmex XN platform. Methods: Analytical validation was conducted in accordance with Clinical and Laboratory Standards Institute (CLSI) guidelines, including EP05-A3 (precision), EP06-A (linearity), EP07-A2 (carryover), and EP09-A3 (method comparison). Precision was assessed using 11 within-run and 15 inter-assay replicates across three quality-control levels. Linearity for red blood cell count (RBC) and hemoglobin (HGB) was evaluated using proportional dilutions from neat to 1:16. Eighty routine clinical samples were analyzed in parallel on the Atellica HEMA 580 and a Sysmex XN-3100 analyzer. Agreement was examined using ordinary least squares, Passing-Bablok, and Deming regression, supported by Bland-Altman and accuracy analyses. Carryover was assessed using standardized high-low testing sequences. Results: The Atellica HEMA 580 demonstrated strong analytical precision, with within-run coefficients of variation of 0.76% for white blood cell count (WBC), 0.73% for RBC, 0.25% for HGB, and 3.59% for platelet count (PLT). Day-to-day reproducibility confirmed stable quality-control performance. Linearity for RBC and HGB was confirmed across the analytical range (R² = 0.9998 and 1.000, respectively), with recovery slopes close to unity. Deming regression slopes (95% confidence interval) were 1.02 (0.98-1.06) for WBC, 0.97 (0.93-1.01) for RBC, 1.01 (0.99-1.03) for HGB, and 0.95 (0.90-0.99) for PLT. Bland-Altman analyses showed small mean biases (WBC −0.04 ×10⁹/L; RBC 0.01 ×10¹²/L; HGB -0.1 g/dL; PLT 3.5 ×10⁹/L), with most results falling within the limits of agreement. Carryover was negligible across all parameters (0.00-0.11%). Conclusions: Across all analytical domains evaluated, the Atellica HEMA 580 met CLSI performance requirements and showed close agreement with the Sysmex XN platform. Its high precision, confirmed linearity, minimal bias, and negligible carryover support its use in routine and high-throughput clinical hematology laboratories. These findings provide independent evidence for the analytical reliability and practical interchangeability of the Atellica HEMA 580 with established hematology platforms.

P356
Raising Awareness Of Emerging Pathogens Through Morphology Proficiency Testing
Anna Johnston1, Alex Kumaritakis1, Tess Koerner2, Antoine Corbeil3, David Good4
1Institute for Quality Management In Healthcare, Toronto, ON, Canada, 2Accreditation Canada, Ottawa, ON, Canada, 3Public Health Ontario, Toronto, ON, Canada, 4Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada

Introduction: The Institute for Quality Management in Healthcare (IQMH) Morphology Proficiency Testing (PT) program supports laboratory quality by assessing leukocyte differentials and blood cell morphology using digital blood films. In 2024, MORP-2410-VSB featured a blood film positive for Babesia species, an emerging tick-borne pathogen with increasing incidence in Canada. The objective was to assess current laboratory practices, raise awareness of blood-borne pathogens identifiable through blood film review, and strengthen laboratory readiness through education-focused PT.   Methods: A digital blood film with supporting clinical information was distributed to 157 laboratories. Participants performed a leukocyte differential, assessed blood cell morphology, and submitted findings through an electronic worksheet. Responses were evaluated against expert laboratory-defined values and participant consensus. As Babesia may not be routinely encountered, scoring emphasized clinical relevance within an education-focused framework. Participants met scoring criteria by identifying intracellular or extracellular parasites and or by reporting parasitemia levels. Results: All participants met at least one scoring criterion, and no action codes were issued. Intracellular organisms within erythrocytes were reported by 135 (86%) laboratories, while 100 (64%) noted extracellular organisms. Parasitemia levels were reported by 151 (96%) participants, with values ranging from 0.1% to 9.5%.  Diagnostic responses were optional. Nine (6%) laboratories did not report a diagnosis. Among the remaining responses, 132 (89%) reported Babesia, 9 (6%) Plasmodium falciparum, and 7 (5%) non‑falciparum Plasmodium. Conclusions: This challenge increased awareness of Babesia and highlighted both strengths and challenges in morphologic recognition. Educational resources, including annotated images, supported differentiation of Babesia from Plasmodium on blood films. Recommendations included repeat smears within 24–48 hours for low parasitemia and/or molecular testing. As Babesia species are intracellular protozoan parasites that infect red blood cells, patient blood smears are often the first step in diagnosis. Technologists should be aware of small intraerythrocytic forms (trophozoites/merozoites) and paired (“figure eight”) or tetrad (“Maltese cross”) formations. Differentiation from Plasmodium falciparum can be challenging due to shared features such as small ring forms, appliqué/accolé distribution, and unenlarged erythrocytes. However, pleomorphic rings, frequent extracellular organisms, absence of gametocytes, stippling, schizonts and hemozoin, and whitish vacuolar clearing favour Babesia. Outcomes informed updates to an Accreditation Canada Diagnostics requirement. Previously limited to malaria, the requirement now includes additional blood-borne microorganisms such as Babesia, microfilaria, Anaplasma, and Trypanosoma. Laboratories performing complete blood counts must now demonstrate competency in recognizing these organisms, preparing thick/thin films when relevant, and performing and reporting parasitemia for intracellular parasites when clinically relevant.

P357
The Pitfall Of Relying On Manufacturer-Assigned Mnpt For Pt/Inr Reporting: A Multi-Platform Evaluation Demonstrating The Necessity Of Local Verification
MinYoung Lee, Woo In Lee, So Young Kang, Myeong Hee Kim, Kyu Won cho
Kyung Hee University College of Medicine and Kyung Hee University Hospital at Gangdong, Seoul, South Korea

Introduction:Inter-instrument variability in prothrombin time (PT) and international normalized ratio (INR) persists despite global standardization efforts. One factor contributing to this variability is the mean normal prothrombin time (MNPT), which laboratories often adopt directly from manufacturer package inserts without verification based on predefined criteria. Since PT/INR is central to monitoring patients receiving vitamin K antagonists (e.g., warfarin), accurate and standardized results are essential for appropriate clinical management. Therefore, this study aimed to evaluate the impact of MNPT selection on inter-instrument INR comparability. Methods: A method comparison study was conducted using 17 fresh patient plasma samples covering the therapeutic INR range and three levels of commercial quality control (QC) material (Bio-Rad Lyphochek). PT/INR measurements were performed on the Roche Cobas t711 and compared against two analyzers: the Werfen ACL TOP 550 and Sysmex CN-6000. For the Roche platform, INR was calculated using two different MNPT values: the manufacturer-assigned MNPT a locally established MNPT derived from the local population. Agreement was assessed using Passing–Bablok regression and Bland–Altman analysis. Additionally, a retrospective review of national external quality assessment (EQA) data was performed to analyze the historical performance of the Roche PT-Rec reagent compared to other peer groups. Results:Use of the manufacturer-assigned MNPT resulted in a systematic negative bias on the Roche platform relative to both comparator analyzers. However,applying the locally established MNPT reduced this bias and improved agreement, with most patient results falling within ±0.5 INR units of the comparators. In contrast, commercial QC materials demonstrated a discordant pattern; high-level QC values remained consistently lower on the Roche platform regardless of the MNPT used. This suggests a distinct matrix effect in the QC material that fails to reflect the behavior of fresh human plasma. The EQA data review supported these findings; the Roche peer group consistently showed statistically significantly lower INR values for high-level QC materials compared to other platforms. Importantly, the application of the locally established MNPT effectively mitigated this bias, distinguishing our findings from the systematic error observed in the peer group. Conclusions:Manufacturer-assigned MNPT values may not be appropriate for all reagent–instrument combinations and can introduce clinically significant bias. Our findings demonstrate that establishing a local MNPT using fresh normal plasma is essential for ensuring inter-instrument harmonization. Furthermore, commercial QC materials may not reliably reproduce patient sample behavior due to matrix effects and should be used cautiously when troubleshooting discrepancies. Comprehensive local verification remains the cornerstone of safe anticoagulation management.

P358
Adding-On Wisely: Hematopathology Reflective Testing In Canada
Eric McEvoy, Eileen R McBride
Children's Hospital of Eastern Ontario, Ottawa, ON, Canada

Introduction: Reflective testing describes laboratory clinicians’ discretionary addition of further testing on existing samples, after initial result review. This practice has proven valuable in clinical biochemistry, although it faces controversy regarding consent and costs. Minimal research has been conducted on reflective testing in Canadian laboratories, and none in hematopathology. We used a cross-sectional survey approach to identify current practice and perspectives of hematopathologists across Canada.   Methods: A REDCap questionnaire with 14 questions was distributed to 89 licensed hematopathologists across all provinces (excluding Quebec). The survey was designed to capture demographics, institutional guidelines and current practices of reflective testing, as well as respondents’ perspectives on ethical and medico-legal aspects.  Descriptive statistical analysis was performed for each question, and open-ended responses were reviewed to identify patterns.  Results: We received 34 completed surveys (38% response rate), with a single respondent excluded due to lack of current hematological pathology practice. The majority (85%) were working in tertiary or higher care, and 73% in practice for 10+ years. Reflective testing was ordered at least once per week by 63% of hematopathologists, with only 30% noting institutional guidance for the practice. Ethical perspectives varied, with 27% feeling that consenting to initial testing implies consent for all reflective testing, and a further 61% reporting implied consent depends on the type of testing added, particularly for genetic testing. Routine prior notification of the initial ordering clinician (IOC) or patient before reflective testing was reported by only 24% of respondents, with an additional 42% notifying depending on the type of testing added. Overall, 79% of hematopathologists support the use of reflective testing, commonly citing benefits such as improved diagnostic timeliness, reduction of repeat phlebotomy, and accuracy of patient management. No respondents opposed the use of reflective testing, though 21% had encountered a complaint or legal concern as a result of the practice.  Conclusions: Amongst hematopathologists in Canada, reflective testing is widely used and supported as a value-added practice that leverages clinical expertise to improve diagnostic timeliness and patient care. We found substantial variability in how reflective testing is operationalized and governed in tertiary care hematology labs in Canada. Perspectives towards the scope of implied consent and the resulting medico-legal and ethical considerations also varied, displaying a strong dependence on the test being added (particularly for genetic testing). Our findings identify a need and opportunity for national consensus building to support transparent, ethically grounded, and patient-centered reflective testing practices in hematopathology. 

P359
Different Methods, Same Results? A Comparison Between Point-Of-Care Testing And Hematology Analyzers For Hemoglobin And Hematocrit Measurements.
Macarena Ottobre, Rodrigo Arrieta, Ramiro Gosis, Joana Nappe, Maria Victoria Maiocchi, Inés Marcone
Hospital de Niños Dr. Ricardo Gutiérrez, Buenos Aires, Argentina

Introduction:
Point-of-care equipment available in intensive care units plays a crucial role in reducing turnaround time for critical laboratory parameters, thereby supporting timely medical decision-making. However, decentralization requires that analytical results remain reliable and comparable to those obtained using reference laboratory methods. Blood gas analyzers, which are the most widely used POCT devices, determine hemoglobin (Hb) concentrations by spectrophotometry and assess hematocrit either by calculation (Hc) or by direct conductivity-based measurement (Hm). Therefore, ensuring concordance between POCT devices and central laboratory analyzers is essential to maintain diagnostic accuracy and quality in critical care settings. Objectives: To compare hemoglobin and hematocrit measurements obtained using the GEM® Premier 5000 (Werfen®) blood gas analyzer with those obtained using the BC-6800 Plus (Mindray®) hematology analyzer. Materials and Methods: A prospective study was conducted in 75 pediatric patients (aged 1–18 years) at a hospital in Buenos Aires between November and December 2025. Paired samples obtained from the same puncture were analyzed: venous blood collected in lyophilized lithium heparin syringes (BD®) for blood gas analysis and in EDTA-K3 tubes (Tecnon®) for complete blood counts. Hemoglobin (Hb), measured hematocrit (Hm), and calculated hematocrit (Hc) obtained with the GEM® Premier 5000 were compared with hemoglobin and hematocrit values obtained with the Mindray® BC-6800 Plus. Patients with significant alterations in volemic status (dialysis, fluid expansion, or dehydration) were excluded. Statistical analysis was performed according to EP09-A3 guidelines and included Pearson correlation, intraclass correlation coefficient (ICC), Bland–Altman analysis, and Passing–Bablok regression, with statistical significance set at p <0.05. Results: All three parameters (Hb, Hm and Hc) demonstrated high correlation and concordance with the hematology analyzer (ICC, 0.97; Pearson’s r, 0.95–0.96). The POCT device showed a slight bias in Hm compared with laboratory hematocrit values, with a tendency toward overestimation at higher concentrations; however, no clinically significant differences were observed.  Conclusions: Hemoglobin and hematocrit results obtained with the GEM® Premier 5000 were comparable to those generated by the Mindray® BC-6800 Plus. Intraclass correlation coefficient values approaching 1.0 indicate that the observed variability is primarily attributable to interindividual biological differences rather than to systematic analytical errors. These findings support the use of POCT-based hemoglobin and hematocrit measurements for clinical screening purposes. Moreover, given that hematocrit is highly sensitive to preanalytical variability, it may serve as an indirect indicator of sample integrity. Finally, integrated remote management through GEMweb® Plus 500 enables laboratories to maintain continuous oversight and quality control of decentralized testing.

P360
Stakeholder Preferences For Laboratory Result Reporting And Symptom Entry In Emerging Digital Diagnostics
Fammi M. Parokkaran1,2, Henning Nilius1, Michael Nagler 1
1Department of Clinical Chemistry, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland, 2Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland

Introduction:
Digital diagnostic tools are increasingly being integrated into processes for laboratory result reporting and interpretation, and more gradually into upstream symptom documentation that can contextualize and inform the interpretation of laboratory test results. Successful implementation of these tools depends on their acceptance by key stakeholders, including patients, clinicians, and laboratory professionals. In this project, we aimed to assess the preferences of patients, clinicians, and laboratory professionals regarding the reporting and interpretation of laboratory test results, as well as symptom documentation. Methods:
An anonymous, web-based questionnaire was distributed using a secure online platform (https://sawtooth.com) between August and November 2025. English, German, and French versions were available, and participants were recruited through professional networks, institutional mailing lists, personal contacts, and selected social media posts. No financial incentives were provided. In addition to three questions regarding preferences (Figure 1), demographic characteristics, education, professional role, and digital confidence were assessed. Results:
In total, 966 responses were recorded, with 708 complete questionnaires. Respondents included 375 physicians (47.89%), 232 laboratory specialists (29.63%), and 176 patients (22.48%), with the majority based in Switzerland. The patient cohort was predominantly well educated, with 48.1% holding a university degree, followed by professional college diplomas (19.4%) and doctorates (13.0%). With regard to laboratory result reporting, 48.0% of respondents preferred a reliable computer system to add a personalized interpretation in addition to traditional result reporting. Regarding result interpretation, 72.1% preferred a reliable computer system to suggest potential diagnoses to physicians and patients. Similarly, 54.3% of respondents preferred to communicate their symptoms to a computer system rather than to a physician. As an important difference between groups, physicians tended to prefer interpreting lab tests themselves rather than presenting interpretations directly to patients. Conclusions:
Across stakeholder groups, there was substantial openness toward digital support for laboratory result interpretation and upstream symptom documentation. Acceptance appears highest when digital tools are positioned as assistive technologies that strengthen interpretive quality, transparency, and collaboration between laboratory specialists, clinicians, and patients.

P361
Clinical Verification Of Automatic Plasma Cell Immunoselection For Fish Analysis
Helena Podgornik1,2, Hermina Čibej1, Karmen Dežman1, Ana Doplihar Kebe1, Katarina Reberšek1
1Department of Haematology, University Medical Centre Ljubljana, Ljubljana, Slovenia, 2Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia

Introduction. Cytogenetics is crucial for predicting poor outcomes and is therefore mandatory in multiple myeloma (MM). Plasma cells (PCs) should be isolated for FISH, as their low or uneven infiltration rate does not allow direct use of bone marrow (BM). Immunoselection is the most widely used method. In the context of the EU directive (2017/746) on IVD, we focused on the immunoselection kit for automatic PC isolation, which is IVD approved for manual isolation (MI) only, while we have a device for automatic isolation (AI). As analytical validation was not possible due to the lack of material and the uniqueness of the sample, we performed a clinical verification to confirm the noninferiority of AI compared to MI. Methods. We analyzed data from 715 BM samples submitted for FISH between 2020 and 2024. PC isolation was performed by CD138 Positive Selection Kit (Stemcells) with the EasySep magnet (MI) or by Robosep (AI). The quantity of isolated PCs was evaluated indirectly by the number of DNA probes tested (3 only or >3). We analyzed the efficiency of AI considering the PC infiltration rate as determined by cytomorphology and flow cytometry (FC), and separately for confirmed MM, MGUS, and for patients in whom MM was later excluded. Results. FISH analysis was successful in 11% more samples using AI (P = 0.000215). FISH testing was also significantly more successful with AI in all groups where infiltration with PCs was confirmed by cytomorphology or FC. The difference between the two isolation methods was not statistically significant only in groups where infiltration was excluded by either method (Figure 1). The proportion of samples in which FISH testing with more than 3 probes could be performed increased from 60% to 77% (P = 0.000020) with AI. When the success of isolation was analyzed according to the final diagnosis, the use of more than 3 probes increased from 70% to 80% of MM samples (P = 0.009907) with AI if MM was confirmed. In patients with MGUS and those in whom MM was later excluded, there was no difference in the number of probes used. Conclusion. Although the PC isolation kit is not intended for automated use, by combining data from other methods as well as clinical data, we clearly confirmed that AI allows us to isolate PCs for subsequent FISH analysis in a higher proportion of BM samples, and the quantity of PCs in samples is higher.

P362
Overcoming Paperwork Chaos: A Multi-Model Articial Intelligence Framework To Streamline Medical Document Processing
Christian Pohlkamp, Gegor Hörmann, Torsten Haferlach, Sven Maschek, Vivian Würf
MLL Munich Leukemia Laboratory, Munich, Germany

Introduction: Hematopathology laboratories process numerous blood and bone marrow samples accompanied by diverse paperwork (requisition forms, medical reports, billing information). Extracting relevant information from these documents, including plausibility checks, consumes expensive personnel resources and introduces potential transcription errors.​ Digital order entry and data transfer systems are far from being used across the board. We present a multi-AI-model framework for automated extraction of information from scanned PDF documents.​ Methods: We employed four complementary models selected based on preliminary benchmarking: Claude Sonnet 4 for classification and synthesis, Llama-3.1-Nemotron-Nano-VL-8B-V1 for visual understanding, Dolphin for guided extraction of content elements, and Docling for structural analysis. We developed a six-stage automated pipeline: (1) Assignment of page content was performed using Claude, which routed each page based on content type. (2) Subsequent content extraction and bounding box localization employed Docling. (3) Empty and irrelevant pages were filtered using classification output and Docling. (4) To maximize accuracy, an ensemble of all models was used: outputs from each model were compared and merged, mitigating errors inherent to any single approach. (5) Consolidated summaries were generated by synthesizing all page extractions using Claude, with automated quality checks for completeness and internal consistency. (6) The extracted data was benchmarked against corresponding case-specific data extracted by humans as ground truth. The system was prospectively evaluated on 100 cases comprising 416 pages, representing real-world challenges like quality variations (scan artifacts, rotations, low resolution), multi-page documents, variable data presentation (labels, units) and non-standardized formats (text, tables, handwriting).​ Results: Mean extraction accuracy over all documents was 83.9%, varying by datapoint (patient first/last name 97%/95%, date of birth 92%, gender identification 87%, withdrawal date 85%, leukocyte/hemoglobin/platelet count 84%/ 81%/81%, material type classification 55%). Performance variability was largely attributable to the challenges of handwriting recognition (identification of words and ticked checkboxes). Our ensemble approach demonstrated robustness against low-quality scans and diverse layouts and extracted laboratory values with automated unit conversion. Bounding box annotations provided traceability of extracted values to their source regions and quality control mechanisms flagged cases with inconsistent or missing values. Both enabled targeted human review. Conclusions: VLM-based multi-model extraction effectively automates information processing from heterogeneous medical paper documents. Overall accuracy demonstrated the approach’s reliability in real-world high-throughput settings, reducing manual workload while maintaining clinical accuracy through intelligent output merging and quality assurance.​ This framework establishes a scalable approach, addressing critical challenges like sample volume growth and staff shortages.

P363
High-Resolution Age- And Sex-Specific G6Pd Reference Intervals Using A Hybrid Gmm&Ndash;Kosmic Indirect Method On 48,440 Routine Clinical Results From A National Reference Laboratory
Muhammad Shariq Shaikh, Zeeshan Ansar Ahmed
Aga Khan University Hospital, Karachi, Pakistan

Introduction:Accurate interpretation of quantitative glucose-6-phosphate dehydrogenase (G6PD) activity is critical for diagnosing G6PD deficiency and safely implementing 8-aminoquinoline malaria therapies. However, most available reference intervals (RIs) rely on small, convenience samples and overlook key biological sources of variation, particularly age and sex. High-quality indirect RI estimation for G6PD is uniquely challenging due to the presence of a dominant pathological left tail from deficient individuals. We aimed to generate robust age- and sex-specific RIs using advanced data-mining strategies applied to a large national dataset. Methods:We analyzed 48,440 consecutive quantitative G6PD results (2009–2023) from the College of American Pathologists–accredited Aga Khan University Hospital laboratory network, representing broad ethnic and geographic diversity across Pakistan. A two-step hybrid approach was developed: (1) Gaussian Mixture Modelling (GMM) on log-transformed data identified and excluded the pathological low-activity component with ≥90% posterior probability thresholds;
(2) The GMM-identified physiological subset underwent KOSMIC indirect modeling with Box–Cox optimization and truncated Gaussian fitting. Nonparametric percentiles were used where n≥120. Age- and sex-stratified RIs were derived for neonates, infants, early/late childhood, adolescence, early adulthood, middle age, and older adults. Results:GMM retained 39,941 physiologic observations (≈82% of total), removing pathological low-activity modes without distorting the normal distribution. All 16 sex × age strata met criteria for nonparametric estimation. Upper limits were highly stable across age and sex (~18.6–19.4 U/g Hb). Lower limits showed a marked age-associated decline, highest in neonates (male 9.1; female 8.1) and lowest in adults (male 5.4–5.9; female 6.0–6.3). Sex differences were modest but directionally consistent: slightly higher male limits in early life and slightly lower male limits in adulthood. Conclusions:This is the largest G6PD RI study from the region, using the first hybrid GMM → KOSMIC pipeline specifically optimized for highly skewed enzymatic biomarkers. The findings provide clinically actionable, population-validated, age- and sex-specific RIs that can substantially improve diagnostic accuracy and safe antimalarial prescribing. This scalable framework offers a model for RI generation in other analytes with mixed pathological distributions, particularly in resource-limited settings.

P364
Extreme Hemoglobin Discrepancies In Samples From Peripheral Intravenous Line Starts
Christine Snozek, Theresa Kinard
Mayo Clinic Arizona, Phoenix, AZ, United States

Introduction: Collecting blood samples when starting a peripheral intravenous (PIV) line is a common practice in clinical areas such as emergency departments and peri-operative units. Laboratory guidelines recommend against using samples from PIV starts, due to quality concerns including risk of increased hemolysis compared to blood drawn by venipuncture (VP). However, many of the studies driving this recommendation are relatively old, and might not account for recent improvements in PIV catheter materials. Methods: Adult patients (n=157) requiring laboratory testing for clinical care provided informed consent for blood collection by both VP (reference) and PIV start. Details of collection materials (PIV type, gauge, etc.) and process (tourniquet time, difficulty, etc.) were documented. Sample comparability was evaluated using complete blood count without differential (EDTA tubes), basic metabolic panel (serum and heparin plasma tubes), and prothrombin time (citrate plasma tubes) along with quality indices such as hemolysis. Results: No clinically meaningful differences were observed for prothrombin time or the basic metabolic panel. Although some sample pairs demonstrated notable differences in hemolysis index, occasional hemolyzed samples were observed with both VP and PIV starts, and hemolysis rates were not significantly different overall. However, 38 sample pairs showed meaningful (>0.5 g/dL) differences in hemoglobin and corresponding hematocrit. Of these, 16 pairs demonstrated discrepancies ≥1.0 g/dL including 2 pairs with discrepancies >6.0 g/dL. Historical hemoglobin measurements in patients with discrepant results were closer to VP values in 14 patients, closer to PIV values in 4 patients, and indeterminate (n=8) or unavailable (n=12) in others. All discrepancies ≥1.0 g/dL with available historical values demonstrated closer alignment with VP results. Overall, hemoglobin and hematocrit were significantly higher in PIV start samples (p<0.05). Outside of the controlled study, at least 2 additional instances of discrepancies >6.0 g/dL from PIV starts that impacted transfusion decisions have been identified in our emergency department. Repeat analysis of extremely discrepant samples confirmed the original values; no sample quality flags or other indicators of hemoconcentration were present. Conclusions: Contrary to previous studies, we did not observe higher hemolysis in PIV start samples, supporting the hypothesis that modern catheter materials might have improved this historical issue. However, we noted clinically meaningful and sometimes alarming (>6.0 g/dL) discrepancies in hemoglobin in PIV start samples. These findings support re-evaluating the safety of collecting blood at PIV start, as the risk for extreme inaccuracy in hemoglobin might not be recognized, and can negatively impact patient care.

P365
Impact Of Sample Transport Time On Cytogenetic Evaluability And Clinical Implications
Isolde Summerer, Miriam Lenk, Sophia Prohaska, Verena Mühlbacher, Torsten Haferlach
Munich Leukemia Laboratory, München, Germany

Introduction: Viable cells are a prerequisite for yielding metaphase chromosomes in chromosome banding analysis (CBA). Pre-analytical variables, such as sample transport time, potentially compromise the yield of metaphases and the detection of potential aberrations and may also negatively impact evaluability of fluorescence in situ hybridization (FISH) assays. We examined the impact of transport time on evaluability of cytogenetic analyses and clinical consequences in the setting of diagnostics of hematological neoplasms. Methods: We retrospectively assessed the evaluability of 107,428 bone marrow samples and 20,899 peripheral blood samples, all analyzed by CBA between 2020 and 2025. We determined the proportion of cases with <20 evaluable metaphases and no detectable chromosomal aberrations dependent on transport time. To assess clinical consequences, we determined aberration rates of AML (4,207 bone marrow samples), MDS (4,778 bone marrow samples) and CLL (3,665 peripheral blood samples) relative to transport time. In addition, the rate of non-evaluable FISH analyses of 5 frequently used probes was determined comprising 92,143 analyses. Results: In bone marrow cases with a transport time up to 2 days the proportion of cases with <20 evaluable metaphases (and normal karyotype) was <10%, but increased to 14% at 3 days and continued to rise, reaching 33% at 7 days (peripheral blood <20 evaluable metaphases, normal karyotype: <20% at 0-2 days, 22% at 3 days, 39% at 7 days). Aberration rates of AML were >50% with transport time up to 3 days and dropped to 42% at 4 days and to 33% at 7 days (MDS: ≥37% up to 3 days, 33% at 4 days, 9% at 7 days). However, CLL showed stable aberration rates of >70% up to 4 days of transport time and dropped to 63% at 5 days. FISH probes showed ≤6% non-evaluable analyses for a transport time up to 3 days and 8% at 4 days, increasing to 16% at 7 days. Conclusions: This study demonstrates that transport time significantly impacts not only the evaluability of cytogenetic analyses in hematological malignancies, but also compromises the clinical relevance of the results. This directly affects diagnosis according to WHO, prognostication and treatment for respective patients. Especially delays exceeding 3 days substantially reduce evaluability and aberration detection rates, although there are differences in the sensitivity of the malignant cell population between different hematological neoplasms. Therefore, optimization of sample logistics and expedited transport are essential to reach and maintain diagnostic accuracy and to ensure appropriate patient management.

P366
Evaluating Large Language Model Drafted Clinical Histories From Scanned, Unstructured Medical Records For Hematopathology Practice
Chance Walker, Tracy George
ARUP Laboratories, Salt Lake City, UT, United States

 Introduction: As modern medicine advances, patient medical records are rapidly expanding in complexity and quantity. Synthesizing this information and distilling the most pertinent findings is time-intensive yet critical for hematopathology practice. Consultation services add challenges as scanned document packets can be repetitive, unstructured, and lack interactive text features. We evaluated whether a large language model (LLM) could generate a clinical history draft comparable to the clinical history from finalized hematopathology reports obtained from a cohort of community hospital patients. Methods:
We retrospectively evaluated 58 bone marrow biopsies from 57 unique patients with finalized pathology reports from a single community center over one year. Each case was received with clinical history that was compiled into an image packet for clinical use. These packets were then generated into PDF files from the TIF files embedded in the Millennium LIS. Packets contained typed and handwritten content and varied in composition, including requisitions, clinic notes, admission notes, progress notes, or scanned laboratory results. PDFs were provided to GPT-5.2 “Think deeper” in a Microsoft Copilot window using two fixed prompt strategies: zero-shot and few-shot. The reference standard was the clinical history section from the finalized hematopathology report. An unblinded rater scored Accuracy and Hallucination as binary outcomes. Accuracy required inclusion of all verifiable statements of fact from the report’s history section (excluding transplant status). Hallucination was defined as any statement not directly supported by information in the provided history. Results: Both prompting strategies were applied to all 58 cases and compared to the reference standard. Zero-shot achieved Accuracy in 43/58 (74.1%) cases, and few-shot achieved Accuracy in 46/58 (79.3%) cases. No Hallucinations occurred (0/58). Generated drafts were longer than finalized report histories by word count: mean (min–max; SD), 45.6 words (10–94; 19.8) for finalized reports; 127.3 words (50–203; 30.4) for zero-shot; and 97.3 words (65–119; 11.7) for few-shot. Document packets averaged 18.4 pages (6–34; median 17). Clinically pertinent information was extracted from handwritten text, typed text, and rotated images. Conclusions: In this single-center retrospective cohort, few-shot prompting demonstrated higher observed Accuracy than zero-shot (79.3% vs 74.1%) and no Hallucinations were observed. Draft length was greater in generated drafts, but this was an intended consequence of the prompting strategy.  Most failures of Accuracy are due to minor omissions (non-contributory information). Future work assessing clinical workflow integration requires an error taxonomy to define Accuracy failures, as most could be corrected with minimal prompt iteration.

P367
"Unlocking The Role Of Platelet Count: Does It Influence Adhesion Measurements In Collagen-Coated 96-Well Plates?"
Mohammad M Algahtani
Security Forces Hospital Makkah , MAKKAH, Saudi Arabia

Introduction: Platelet adhesion to subendothelial collagen represents a critical early event in primary hemostasis. Static platelet adhesion assays are widely used to investigate this process; however, the influence of platelet count on adhesion measurements is not well defined. High platelet counts may artificially elevate adhesion signals due to aggregation, whereas low platelet counts may reduce signal strength and assay sensitivity. Understanding these effects is essential for accurate interpretation, particularly in thrombocytopenic samples. Methods: Blood was collected from healthy volunteers who reported no use of antiplatelet medications. Hirudin-anticoagulated platelet-rich plasma (PRP) was prepared by centrifugation. PRP samples of different platelet concentrations (approximately 400, 200, 100, and 50 ×10⁹/L) were created by dilution with platelet-poor plasma (PPP). Samples were treated with either saline (control) or the GPIIb/IIIa inhibitor MK-852 to prevent aggregation. Collagen type I–coated 96-well plates were incubated with PRP for 45 minutes at 37°C. Adherent platelets were fixed, immunolabeled with anti-CD42a antibody, and detected using an IRDye-800 secondary antibody. Fluorescent intensity, quantified by the LICOR Odyssey system, represented the degree of platelet adhesion. Results: Platelet adhesion increased proportionally with platelet count in control samples. Mean fluorescence values (expressed as percentage of maximum response) for platelet counts of approximately 50, 100, 200, and 400 ×10⁹/L were 17.7, 40.2, 80.9, and 138.1, respectively (n=3). In the presence of MK-852, adhesion was reduced across all platelet concentrations, with mean values of 18.2, 10.6, 23.6, and 43.2, confirming that aggregation contributed to the adhesion signal at higher platelet counts. Importantly, adhesion remained detectable even at low platelet counts (~50 ×10⁹/L). Conclusions: Platelet count has a significant impact on static collagen adhesion assays. Elevated platelet counts increase adhesion signals in part due to aggregation, whereas low platelet counts produce measurable yet reduced fluorescence, supporting the feasibility of using this assay in thrombocytopenic samples. Blocking GPIIb/IIIa with MK-852 distinguishes true adhesion from aggregation-mediated artefacts. Consideration of platelet count is essential for accurate interpretation of static platelet adhesion results in laboratory hematology.

P368
Performance Evaluation Of Cbc Analysis On Milab&Trade; Bcm: A Comparative Study With Sysmex Xn Hematology Analyzer
Chae Yun Bae1, Soojin Hong1, Mijin Kim1, Joon Suk Choi1, Young-Uk Cho2
1Noul Co., Ltd. , Yongin, South Korea, 2Department of Laboratory Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea

Introduction: This study aimed to evaluate the analytical performance of the miLab™ BCM for complete blood count (CBC) and 6-part white blood cell (WBC) differential counting, including immature granulocytes (IG), by comparing it with the Sysmex XN-series, the routine reference analyzer. Particular emphasis was placed on verifying analytical consistency across a broad concentration range and validating its applicability to neonatal specimens. The accurate enumeration of leukocyte subpopulations, including IGs, is critical for early detection and monitoring of hematologic and infectious diseases. Methods: A total of 102 K₂EDTA-anticoagulated whole blood samples were analyzed, comprising 72 adult and 30 neonatal specimens. The evaluation covered nine CBC and six WBC differential parameters. Six samples for WBC and twelve samples for RDW-CV were excluded due to missing reference data. The miLab™ BCM utilizes a sealed, single-use cartridge requiring only 5 µL of whole blood to execute an automated CBC-to-staining workflow, effectively minimizing reagent handling and sample waste. Passing–Bablok regression and Bland–Altman analyses were used to calculate correlation coefficients (R), slope (m), intercept (b), mean bias, and limits of agreement (LoA). Results: The miLab™ BCM demonstrated excellent agreement with the Sysmex XN-series across all major CBC parameters (Table 1), including WBC (R = 0.981), HGB (R = 0.959), and PLT (R = 0.979). Red cell indices showed minimal bias, and RDW-CV (R = 0.819), a newly configured parameter, also exhibited high concordance. WBC differential analysis showed strong correlations for Neutrophils (R = 0.926), Lymphocytes (R = 0.857), and Eosinophils (R = 0.911), with IGs (R = 0.852) demonstrating clinically acceptable agreement. Comparable results were achieved in the neonatal cohorts, confirming stable analytical performance across varying hematologic conditions. The lower correlations for Monocytes (R = 0.771) and Basophil (R = 0.700) likely reflect narrow dynamic ranges and inter-device differences in gating atypical cells, necessitating further manual review. Conclusion: The miLab™ BCM demonstrated excellent analytical correlation and clinical agreement with the Sysmex XN-series across all major CBC and 6-part differential parameters. These findings confirm that the miLab™ BCM provides reliable results for diverse patient populations, including neonates, suggesting its high utility as a clinically viable diagnostic method in various clinical settings. These results suggest that implementation of this analyzer could streamline laboratory workflow while maintaining high-quality reporting standards in hematology laboratories. With its AI-assisted digital imaging and streamlined 'one-run' process, the miLab™ BCM is a highly practical point-of-care solution, especially suitable for decentralized or resource-limited settings where efficient workflow and minimal sample volume are critical.

7:30 - 11:30 PMOffsite
Networking Dinner Event



Sunday, April 19, 2026


8:00 - 8:30 AMLennox Suite (Level -2)
Morning Coffee / Exhibits

8:00 - 8:15 AMPentland Auditorium (Level 3)
Business Meeting

8:30 - 10:00 AMFintry (Level 3)
CONCURRENT 8: Iron Metabolism & Disorders

Chair(s): Kees Harteveld
8:30
Novel Insights In The Diagnosis Of Iron Deficiency Anemia
Dorine Swinkels
Radboud University medical center, Nijmegen and Sanquin Blood Bank, Amsterdam

Title: Novel Insights into the Diagnosis of Iron Deficiency Anemia

Iron deficiency (ID) remains a significant global health issue, disproportionately affecting children, premenopausal women, and populations in low- and middle-income countries. While anemia is a well-known consequence of ID, clinical and functional impairments can occur even when hemoglobin levels are within the normal range. Iron depletion in erythroblasts and other tissues occurs when body iron stores are insufficient or when inflammation leads to iron retention, a process primarily regulated by hepcidin.
Recent advances suggest that comparing a patient’s actual hemoglobin levels to their individualized hemoglobin setpoint offers a more sensitive and specific evaluation of their erythropoietic status, potentially identifying subclinical disturbances of iron metabolism. Moreover, assessing body iron status remains challenging due to the limitations of existing biomarkers. No single test provides a reliable measure of available iron across all clinical conditions. Serum ferritin, although often considered the gold standard for diagnosing ID, is not without its flaws. While low ferritin is highly specific to ID, its clinical utility is limited by variable cutoff points, inconsistent assay standardization, and heterogeneity across studies.
This presentation will address current challenges in ferritin assay harmonization and explore the implications of using population-based versus individualized hemoglobin reference intervals for diagnosing iron deficiency anemia (IDA). By raising awareness of these issues, we aim to improve the accuracy and clinical relevance of ID and IDA diagnosis in both public health initiatives and patient care.


9:00
Recommendations For Diagnosis, Treatment And Prevention Of Iron Deficiency And Iron Deficiency Anemia
Natalia Scaramellini
SC Medicina ad Indirizzo Metabolico, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico Milano

Anemia constitutes a significant global health crisis, affecting approximately one in four individuals worldwide and ranking as the third-leading cause of disability. It impacts all age groups globally. The primary etiology of anemia is iron deficiency, which inherently has a profound influence on global health through diminished physical performance, cognitive impairment, and adverse pregnancy outcomes.
Accurate diagnosis is essential for the identification of anemia and iron deficiency, enabling timely detection of iron levels and facilitating early intervention.
Furthermore, it is crucial to employ appropriate diagnostic parameters and tools to differentiate iron deficiency anemia from other forms of microcytic anemia, which have distinct etiologies and treatment strategies.

9:30
Iron Overload: Pathophysiology, Diagnosis And Monitoring
Antonis Kattamis
National and Kapodistrian University of Athens

Iron overload is associated with significant health risks, underscoring the importance of understanding its pathophysiology as well as establishing accurate diagnostic and monitoring methods. Chronic iron overload is associated with either genetic disorders characterized by excessive iron accumulation (hereditary hemochromatosis), or is secondary to diseases of ineffective erythropoiesis and/or requiring regular blood transfusions (like thalassemia, sickle cell disease, myelodysplastic syndromes). The pathogenesis of iron overload is characterized by hepcidin levels which are disproportionately low in comparison with the iron levels. Multiple factors dependent on the underlying cause lead to this event. In secondary-iatrogenic iron load the main pathogenetic mechanism consists in the inability of the body to excrete the surplus iron contained within the blood transfusions.  Diagnosis is based on clinical suspicion, corroborated by laboratory findings such as elevated serum ferritin and transferrin saturation, along with imaging techniques (magnetic resonance imaging) which facilitate non-invasive assessment of iron levels in parenchymal organs. Elevated ferritin and transferrin saturation and exclusion of secondary causes should prompt genetic evaluation for hereditary disorders predisposing iron overload. Chronic systemic iron overload causes progressive tissue iron accumulation, leading to severe clinical implications, including myocardial dysfunction, liver cirrhosis, and increased risk of hepatocellular carcinoma. Monitoring includes evaluating iron overload indices (serum ferritin, transferrin saturation, liver and heart iron concentration) along with serum  indices of parenchymal organ damage at different timepoints regarding the type of disease, patient’s age, severity and response to treatment, and aims in improving disease progression and prevent complications.