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 in | British journal of haematology Vol. 206; no. 2; pp. 666 - 674 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
England
Blackwell Publishing Ltd
01.02.2025
Wiley John Wiley and Sons Inc |
Subjects | |
Online Access | Get full text |
ISSN | 0007-1048 1365-2141 1365-2141 |
DOI | 10.1111/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. |
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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 |
AuthorAffiliation_xml | – name: 1 Service d'Hématologie Biologique CHU Amiens‐Picardie Amiens France – name: 2 Laboratoire d'Hématologie Hôpital Haut‐Lévêque, CHU Bordeaux Bordeaux France – name: 4 INSERM UMR1327 Ischemia, Université de Tours Tours France – name: 5 HEMATIM UR666, Jules Verne University of Picardie Amiens France – name: 3 Service d'Hématologie‐Hémostase CHRU Tours Tours France |
Author_xml | – sequence: 1 givenname: Julie surname: Carré fullname: Carré, Julie organization: Service d'Hématologie Biologique CHU Amiens‐Picardie Amiens France – sequence: 2 givenname: Yohann surname: Demont fullname: Demont, Yohann organization: Service d'Hématologie Biologique CHU Amiens‐Picardie Amiens France – sequence: 3 givenname: Christine surname: Mouton fullname: Mouton, Christine organization: Laboratoire d'Hématologie Hôpital Haut‐Lévêque, CHU Bordeaux Bordeaux France – sequence: 4 givenname: Caroline orcidid: 0000-0002-7106-4365 surname: Vayne fullname: Vayne, Caroline organization: Service d'Hématologie‐Hémostase CHRU Tours Tours France, INSERM UMR1327 Ischemia, Université de Tours Tours France – sequence: 5 givenname: Eve‐Anne orcidid: 0000-0001-9451-3488 surname: Guéry fullname: Guéry, Eve‐Anne organization: Service d'Hématologie‐Hémostase CHRU Tours Tours France – sequence: 6 givenname: Annelise surname: Voyer fullname: Voyer, Annelise organization: Service d'Hématologie Biologique CHU Amiens‐Picardie Amiens France – sequence: 7 givenname: Loïc surname: Garçon fullname: Garçon, Loïc organization: Service d'Hématologie Biologique CHU Amiens‐Picardie Amiens France, HEMATIM UR666, Jules Verne University of Picardie Amiens France – sequence: 8 givenname: Maïlys surname: Le Guyader fullname: Le Guyader, Maïlys organization: Service d'Hématologie Biologique CHU Amiens‐Picardie Amiens France – sequence: 9 givenname: Julien orcidid: 0000-0002-8536-9733 surname: Demagny fullname: Demagny, Julien organization: Service d'Hématologie Biologique CHU Amiens‐Picardie Amiens France, HEMATIM UR666, Jules Verne University of Picardie Amiens France |
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Keywords | imaging flow cytometry heparin‐induced thrombocytopenia laboratory diagnosis heparin-induced thrombocytopenia |
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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 https://www.proquest.com/docview/3166912308 https://www.proquest.com/docview/3146622206 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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