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

IF 5.1 2区 医学 Q1 HEMATOLOGY
Julie Carré, Yohann Demont, Christine Mouton, Caroline Vayne, Eve-Anne Guéry, Annelise Voyer, Loïc Garçon, Maïlys Le Guyader, Julien Demagny
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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.

Abstract Image

成像流式细胞术作为诊断肝素诱导的血小板减少症的新方法。
肝素诱导的血小板减少症(HIT)是一种以抗pf4 -肝素抗体产生和高凝性为特征的不良反应。成像流式细胞术(IFC)提供了血小板的详细形态学分析,血小板在激活后发生变化。我们评估了ifc衍生的形态特征来检测血小板活化,并开发了一种用于HIT诊断的功能分析。我们分析了42例疑似HIT患者的血液样本,并使用IFC提取血小板大小、形状和纹理特征。形态学特征与CD62P表达、光透射聚集法(LTA)和血清素释放法(SRA)比较其预测HIT诊断的能力。五个ifc衍生的形态学特征(面积、圆度、对比度、直径和长轴)显著区分了静止血小板和活化血小板。与功能分析(LTA/SRA)相比,主轴特征对HIT的诊断效果最好,敏感性为89.3%,特异性为92.9%;这一诊断性能与CD62P在相同血小板供者中的表达相似。面积和直径的特异度相似(92.9%),敏感性稍低(85.7%)。与血小板活化相关的形态学特征可能是HIT诊断的有效标志物,与血小板CD62P表达测定性能相匹配。高通量IFC对血小板活化的探索为无标签分析和节省时间提供了新的视角。
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来源期刊
CiteScore
8.60
自引率
4.60%
发文量
565
审稿时长
1 months
期刊介绍: The British Journal of Haematology publishes original research papers in clinical, laboratory and experimental haematology. The Journal also features annotations, reviews, short reports, images in haematology and Letters to the Editor.
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