Imaging flow cytometry as a novel approach for the diagnosis of heparin‐induced thrombocytopenia

Heparin‐induced thrombocytopenia (HIT) is an adverse reaction characterized by anti‐PF4‐heparin antibody generation and hypercoagulability. Imaging flow cytometry (IFC) provides a detailed morphological analysis of platelets, which change upon activation. We evaluated IFC‐derived morphometric featur...

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Published inBritish journal of haematology Vol. 206; no. 2; pp. 666 - 674
Main Authors Carré, Julie, Demont, Yohann, Mouton, Christine, Vayne, Caroline, Guéry, Eve‐Anne, Voyer, Annelise, Garçon, Loïc, Le Guyader, Maïlys, Demagny, Julien
Format Journal Article
LanguageEnglish
Published England Blackwell Publishing Ltd 01.02.2025
Wiley
John Wiley and Sons Inc
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Online AccessGet full text
ISSN0007-1048
1365-2141
1365-2141
DOI10.1111/bjh.19945

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Abstract Heparin‐induced thrombocytopenia (HIT) is an adverse reaction characterized by anti‐PF4‐heparin antibody generation and hypercoagulability. Imaging flow cytometry (IFC) provides a detailed morphological analysis of platelets, which change upon activation. We evaluated IFC‐derived morphometric features to detect platelet activation and developed a functional assay for HIT diagnosis. We analysed blood samples from 42 patients with suspected HIT and extracted platelet size, shape and texture features using IFC. The morphological features were compared with CD62P expression, light transmission aggregometry (LTA) and a serotonin release assay (SRA) in terms of their ability to predict a HIT diagnosis. Five IFC‐derived morphological features (area, circularity, contrast, diameter and major axis) significantly distinguished resting from activated platelets. The major axis feature performed best for HIT diagnosis, with a sensitivity of 89.3% and a specificity of 92.9% versus functional assays (LTA/SRA); this diagnostic performance was similar to that of CD62P expression on the same platelet donors. The area and diameter had similar specificity (92.9%) and a slightly lower sensitivity (85.7%). The morphological features associated with platelet activation might be effective markers for the diagnosis of HIT, matching platelet CD62P expression assay performance. The high‐throughput IFC exploration of platelet activation offers new perspectives in label‐free analysis and time‐saving.
AbstractList Heparin‐induced thrombocytopenia (HIT) is an adverse reaction characterized by anti‐PF4‐heparin antibody generation and hypercoagulability. Imaging flow cytometry (IFC) provides a detailed morphological analysis of platelets, which change upon activation. We evaluated IFC‐derived morphometric features to detect platelet activation and developed a functional assay for HIT diagnosis. We analysed blood samples from 42 patients with suspected HIT and extracted platelet size, shape and texture features using IFC. The morphological features were compared with CD62P expression, light transmission aggregometry (LTA) and a serotonin release assay (SRA) in terms of their ability to predict a HIT diagnosis. Five IFC‐derived morphological features (area, circularity, contrast, diameter and major axis) significantly distinguished resting from activated platelets. The major axis feature performed best for HIT diagnosis, with a sensitivity of 89.3% and a specificity of 92.9% versus functional assays (LTA/SRA); this diagnostic performance was similar to that of CD62P expression on the same platelet donors. The area and diameter had similar specificity (92.9%) and a slightly lower sensitivity (85.7%). The morphological features associated with platelet activation might be effective markers for the diagnosis of HIT, matching platelet CD62P expression assay performance. The high‐throughput IFC exploration of platelet activation offers new perspectives in label‐free analysis and time‐saving.
Heparin‐induced thrombocytopenia (HIT) is an adverse reaction characterized by anti‐PF4‐heparin antibody generation and hypercoagulability. Imaging flow cytometry (IFC) provides a detailed morphological analysis of platelets, which change upon activation. We evaluated IFC‐derived morphometric features to detect platelet activation and developed a functional assay for HIT diagnosis. We analysed blood samples from 42 patients with suspected HIT and extracted platelet size, shape and texture features using IFC. The morphological features were compared with CD62P expression, light transmission aggregometry (LTA) and a serotonin release assay (SRA) in terms of their ability to predict a HIT diagnosis. Five IFC‐derived morphological features (area, circularity, contrast, diameter and major axis) significantly distinguished resting from activated platelets. The major axis feature performed best for HIT diagnosis, with a sensitivity of 89.3% and a specificity of 92.9% versus functional assays (LTA/SRA); this diagnostic performance was similar to that of CD62P expression on the same platelet donors. The area and diameter had similar specificity (92.9%) and a slightly lower sensitivity (85.7%). The morphological features associated with platelet activation might be effective markers for the diagnosis of HIT, matching platelet CD62P expression assay performance. The high‐throughput IFC exploration of platelet activation offers new perspectives in label‐free analysis and time‐saving. Imaging flow cytometry (IFC) combines the advantages of flow cytometry (FC) and microscopy to provide detailed morphological insights into platelets. In this study, we evaluated the performance of morphometric features for heparin‐induced thrombocytopenia (HIT) diagnosis. A total of 42 patients with suspected HIT were included: 28 HIT‐positive patients (tested once) and 14 HIT‐negative patients (tested twice). Morphometric features such as size, shape and contrast showed significant changes between resting platelets (negative control, NaCl) and TRAP‐6‐activated platelets (positive control), enabling the detection of platelet activation with IFC. To diagnose HIT, donor platelet‐rich plasma was mixed with patient platelet‐poor plasma in the presence of increasing concentrations of heparin. Subsequently, platelets were labelled with CD62P, an internal marker of platelet activation. Measurements of area, diameter and major axis features reliably identified HIT‐positive patients, with performance levels comparable to those of CD62P expression. This study highlights that IFC is a label‐free, robust and efficient method for detecting platelet activation, offering a promising alternative to conventional functional assays for HIT diagnosis.
Heparin-induced thrombocytopenia (HIT) is an adverse reaction characterized by anti-PF4-heparin antibody generation and hypercoagulability. Imaging flow cytometry (IFC) provides a detailed morphological analysis of platelets, which change upon activation. We evaluated IFC-derived morphometric features to detect platelet activation and developed a functional assay for HIT diagnosis. We analysed blood samples from 42 patients with suspected HIT and extracted platelet size, shape and texture features using IFC. The morphological features were compared with CD62P expression, light transmission aggregometry (LTA) and a serotonin release assay (SRA) in terms of their ability to predict a HIT diagnosis. Five IFC-derived morphological features (area, circularity, contrast, diameter and major axis) significantly distinguished resting from activated platelets. The major axis feature performed best for HIT diagnosis, with a sensitivity of 89.3% and a specificity of 92.9% versus functional assays (LTA/SRA); this diagnostic performance was similar to that of CD62P expression on the same platelet donors. The area and diameter had similar specificity (92.9%) and a slightly lower sensitivity (85.7%). The morphological features associated with platelet activation might be effective markers for the diagnosis of HIT, matching platelet CD62P expression assay performance. The high-throughput IFC exploration of platelet activation offers new perspectives in label-free analysis and time-saving.Heparin-induced thrombocytopenia (HIT) is an adverse reaction characterized by anti-PF4-heparin antibody generation and hypercoagulability. Imaging flow cytometry (IFC) provides a detailed morphological analysis of platelets, which change upon activation. We evaluated IFC-derived morphometric features to detect platelet activation and developed a functional assay for HIT diagnosis. We analysed blood samples from 42 patients with suspected HIT and extracted platelet size, shape and texture features using IFC. The morphological features were compared with CD62P expression, light transmission aggregometry (LTA) and a serotonin release assay (SRA) in terms of their ability to predict a HIT diagnosis. Five IFC-derived morphological features (area, circularity, contrast, diameter and major axis) significantly distinguished resting from activated platelets. The major axis feature performed best for HIT diagnosis, with a sensitivity of 89.3% and a specificity of 92.9% versus functional assays (LTA/SRA); this diagnostic performance was similar to that of CD62P expression on the same platelet donors. The area and diameter had similar specificity (92.9%) and a slightly lower sensitivity (85.7%). The morphological features associated with platelet activation might be effective markers for the diagnosis of HIT, matching platelet CD62P expression assay performance. The high-throughput IFC exploration of platelet activation offers new perspectives in label-free analysis and time-saving.
Author Le Guyader, Maïlys
Demagny, Julien
Carré, Julie
Guéry, Eve‐Anne
Vayne, Caroline
Garçon, Loïc
Demont, Yohann
Mouton, Christine
Voyer, Annelise
AuthorAffiliation 3 Service d'Hématologie‐Hémostase CHRU Tours Tours France
5 HEMATIM UR666, Jules Verne University of Picardie Amiens France
1 Service d'Hématologie Biologique CHU Amiens‐Picardie Amiens France
2 Laboratoire d'Hématologie Hôpital Haut‐Lévêque, CHU Bordeaux Bordeaux France
4 INSERM UMR1327 Ischemia, Université de Tours Tours France
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Keywords imaging flow cytometry
heparin‐induced thrombocytopenia
laboratory diagnosis
heparin-induced thrombocytopenia
Language English
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Maïlys Le Guyader and Julien Demagny share senior authorship.
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Snippet Heparin‐induced thrombocytopenia (HIT) is an adverse reaction characterized by anti‐PF4‐heparin antibody generation and hypercoagulability. Imaging flow...
Heparin-induced thrombocytopenia (HIT) is an adverse reaction characterized by anti-PF4-heparin antibody generation and hypercoagulability. Imaging flow...
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SubjectTerms Adult
Aged
Aged, 80 and over
Anticoagulants - adverse effects
Blood Platelets - metabolism
Blood Platelets - pathology
Diagnosis
Female
Flow cytometry
Flow Cytometry - methods
Hematology
Heparin
Heparin - adverse effects
Human health and pathology
Humans
Image Cytometry - methods
Life Sciences
Male
Middle Aged
Morphology
Original Paper
P-Selectin - blood
Platelet Activation
Platelets
Sensitivity and Specificity
Thrombocytopenia
Thrombocytopenia - blood
Thrombocytopenia - chemically induced
Thrombocytopenia - diagnosis
Title Imaging flow cytometry as a novel approach for the diagnosis of heparin‐induced thrombocytopenia
URI https://www.ncbi.nlm.nih.gov/pubmed/39658032
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https://u-picardie.hal.science/hal-04832697
https://pubmed.ncbi.nlm.nih.gov/PMC11829136
https://doi.org/10.1111/bjh.19945
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