离群值
肌钙蛋白
医学
稳健性(进化)
心脏病学
异常检测
内科学
统计
数学
核医学
计算机科学
人工智能
化学
生物化学
心肌梗塞
基因
作者
Carel Pretorius,Goce Dimeski,Peter O’Rourke,Louise Marquart,Shirley A Tyack,Urs Wilgen,Jacobus Ungerer
出处
期刊:Clinical Chemistry
[Oxford University Press]
日期:2011-03-04
卷期号:57 (5): 710-718
被引量:48
标识
DOI:10.1373/clinchem.2010.159830
摘要
BACKGROUND It is important that cardiac troponin be measured accurately with a robust method to limit false results with potentially adverse clinical outcomes. In this study, we characterized the robustness of 4 analytical platforms by measuring the outlier rate between duplicate results. METHODS We measured cardiac troponin concurrently in duplicate with 4 analyzers on 2391 samples. The outliers were detected from the difference between duplicate results and by calculating a z value: z = (result 1 − result 2) ÷ √(SD1est2 + SD2est2), with z > 3.48 identifying outliers with a probability of 0.0005. RESULTS The outlier rates were as follows: Abbott Architect i2000SR STAT Troponin-I, 0.10% (0.01%–0.19%); Beckman Coulter Access2 Enhanced AccuTnI, 0.44% (0.25%–0.63%); Roche Cobas e601 TroponinT hs, 0.06% (0.00%–0.13%); and Siemens ADVIA Centaur XP TnI-Ultra, 0.10% (0.01%–0.19%). The occurrence of outliers was higher than statistically expected on all platforms except the Cobas e601 (χ2 = 2.7; P = 0.10). A conservative approach with a constant 10% CV and z > 5.0 identified outliers with clear clinical impact and resulted in outlier rates of 0.11% (0.02%–0.20%) with the Architect i2000SR STAT Troponin-I, 0.36% (0.19%–0.53%) with the Access2 Enhanced AccuTnI, 0.02% (0.00%–0.06%) with the Cobas e601 TroponinT hs, and 0.06% (0.00%–0.13%) with the ADVIA Centaur XP TnI-Ultra. CONCLUSIONS Outliers occurred on all analytical platforms, at different rates. Clinicians should be made aware by their laboratory colleagues of the existence of outliers and the rate at which they occur.
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