Lebrun Labs LLC, Anaheim, CA, USA.
Lebrun Labs LLC, Anaheim, CA, USA.
Toxicol In Vitro. 2021 Apr;72:105070. doi: 10.1016/j.tiv.2020.105070. Epub 2020 Dec 19.
The testing and classification of chemicals to determine adverse ocular effects are routinely conducted to ensure that materials are appropriately classified, labeled, and meet regulatory and safety guidelines. We have performed a same-chemical analysis using publicly available validation study results and compared the performance between tests for the same chemicals. To normalize for chemical selection, we matched chemicals tested by pairs of tests so that each matched set compared performance for the exact same chemicals. Same-chemical accuracy comparisons demonstrate a chemical selection effect that results in a wide range of overlapping false-positive (FP) rates and accuracies for all test methods. In addition, the analysis suggests that a tiered-testing strategy with specific combinations of tests can reduce the FP rate for some combinations. However, reductions in the FP rates were typically accompanied by an increase in the false-negative rates, resulting in minimal advantage in terms of accuracy. In addition, actual improvements in the FP rate after retesting positives with a second test are not as good as the theoretical improvements because some chemicals and functional groups appear to be broadly misclassified by all test methods, which, to the extent the tests make the same-chemical misclassifications, reduces the advantage of using tiered-testing strategies.
为了确定对眼部的不良影响,通常会对化学品进行测试和分类,以确保材料得到适当的分类、标记,并符合法规和安全准则。我们使用公开的验证研究结果进行了同一种化学物质的分析,并比较了相同化学物质的测试性能。为了使化学物质的选择标准化,我们将通过配对测试的化学物质进行匹配,以便每一对都比较了完全相同的化学物质的性能。同一种化学物质的准确性比较表明,化学物质的选择会导致所有测试方法的假阳性(FP)率和准确性的范围很广。此外,该分析表明,具有特定测试组合的分层测试策略可以降低某些组合的 FP 率。然而,FP 率的降低通常伴随着假阴性率的增加,因此在准确性方面几乎没有优势。此外,用第二种测试重新测试阳性结果后的 FP 率的实际提高并不像理论提高那么好,因为某些化学物质和官能团似乎被所有测试方法广泛错误分类,这在某种程度上,测试会导致同一种化学物质的错误分类,从而降低使用分层测试策略的优势。