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回归分析在使用多电极聚集仪和血小板功能分析仪 100 检测血小板功能时确定低血细胞比容和血小板计数参考区间中的应用。

The use of regression analysis in determining reference intervals for low hematocrit and thrombocyte count in multiple electrode aggregometry and platelet function analyzer 100 testing of platelet function.

机构信息

a Department of Anaesthesiology and Pain Treatment , Maastricht University Medical Center (MUMC+) , Maastricht , The Netherlands.

b Laboratory for Clinical Thrombosis and Haemostasis, Department of Internal Medicine , Cardiovascular Research Institute Maastricht, Maastricht University Medical Center (MUMC+) , Maastricht , The Netherlands.

出版信息

Platelets. 2017 Nov;28(7):668-675. doi: 10.1080/09537104.2016.1257782. Epub 2017 Jan 9.

DOI:10.1080/09537104.2016.1257782
PMID:28067094
Abstract

Low platelet counts and hematocrit levels hinder whole blood point-of-care testing of platelet function. Thus far, no reference ranges for MEA (multiple electrode aggregometry) and PFA-100 (platelet function analyzer 100) devices exist for low ranges. Through dilution methods of volunteer whole blood, platelet function at low ranges of platelet count and hematocrit levels was assessed on MEA for four agonists and for PFA-100 in two cartridges. Using (multiple) regression analysis, 95% reference intervals were computed for these low ranges. Low platelet counts affected MEA in a positive correlation (all agonists showed r ≥ 0.75) and PFA-100 in an inverse correlation (closure times were prolonged with lower platelet counts). Lowered hematocrit did not affect MEA testing, except for arachidonic acid activation (ASPI), which showed a weak positive correlation (r = 0.14). Closure time on PFA-100 testing was inversely correlated with hematocrit for both cartridges. Regression analysis revealed different 95% reference intervals in comparison with originally established intervals for both MEA and PFA-100 in low platelet or hematocrit conditions. Multiple regression analysis of ASPI and both tests on the PFA-100 for combined low platelet and hematocrit conditions revealed that only PFA-100 testing should be adjusted for both thrombocytopenia and anemia. 95% reference intervals were calculated using multiple regression analysis. However, coefficients of determination of PFA-100 were poor, and some variance remained unexplained. Thus, in this pilot study using (multiple) regression analysis, we could establish reference intervals of platelet function in anemia and thrombocytopenia conditions on PFA-100 and in thrombocytopenia conditions on MEA.

摘要

血小板计数和血细胞比容水平低会阻碍全血即时检测血小板功能。到目前为止,MEA(多电极聚集仪)和 PFA-100(血小板功能分析仪 100)设备尚无血小板计数和血细胞比容低值范围的参考区间。通过志愿者全血稀释方法,在 MEA 上评估了四种激动剂和两种 PFA-100 检测试剂盒在血小板计数和血细胞比容低值范围的血小板功能。使用(多元)回归分析,计算了这些低值范围的 95%参考区间。低血小板计数与 MEA 呈正相关(所有激动剂的 r 值均≥0.75),与 PFA-100 呈负相关(随着血小板计数降低,闭合时间延长)。低血细胞比容不影响 MEA 检测,除了花生四烯酸激活(ASPI),其显示出微弱的正相关(r = 0.14)。两种 PFA-100 检测试剂盒的闭合时间与血细胞比容呈负相关。与 MEA 和 PFA-100 的原始参考区间相比,回归分析显示在血小板或血细胞比容低值条件下,有不同的 95%参考区间。对 PFA-100 上的 ASPI 和两种检测进行多元回归分析,发现只有在血小板减少和贫血的情况下,才需要对 PFA-100 进行调整。使用多元回归分析计算了 95%参考区间。然而,PFA-100 的确定系数较差,一些方差仍然无法解释。因此,在本使用(多元)回归分析的初步研究中,我们可以在 PFA-100 上建立贫血和血小板减少条件下以及 MEA 上血小板减少条件下的血小板功能参考区间。

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