Department of Statistics, TU Dortmund University, Dortmund, Germany.
Department of Statistics, TU Dortmund University, Dortmund, Germany.
Regul Toxicol Pharmacol. 2024 Mar;148:105583. doi: 10.1016/j.yrtph.2024.105583. Epub 2024 Feb 22.
The alkaline comet assay is frequently used as in vivo follow-up test within different regulatory environments to characterize the DNA-damaging potential of different test items. The corresponding OECD Test guideline 489 highlights the importance of statistical analyses and historical control data (HCD) but does not provide detailed procedures. Therefore, the working group "Statistics" of the German-speaking Society for Environmental Mutation Research (GUM) collected HCD from five laboratories and >200 comet assay studies and performed several statistical analyses. Key results included that (I) observed large inter-laboratory effects argue against the use of absolute quality thresholds, (II) > 50% zero values on a slide are considered problematic, due to their influence on slide or animal summary statistics, (III) the type of summarizing measure for single-cell data (e.g., median, arithmetic and geometric mean) may lead to extreme differences in resulting animal tail intensities and study outcome in the HCD. These summarizing values increase the reliability of analysis results by better meeting statistical model assumptions, but at the cost of information loss. Furthermore, the relation between negative and positive control groups in the data set was always satisfactorily (or sufficiently) based on ratio, difference and quantile analyses.
碱性彗星试验常被用作不同监管环境下的体内后续测试,以评估不同受试物的 DNA 损伤潜能。相应的 OECD 测试准则 489 强调了统计分析和历史对照数据(HCD)的重要性,但未提供详细的程序。因此,德语区环境诱变研究学会(GUM)的“统计学”工作组从五个实验室和 200 多项彗星试验研究中收集了 HCD,并进行了多项统计分析。主要结果包括:(I)观察到的实验室间的巨大差异,表明不能使用绝对的质量阈值;(II)载玻片上的 50%以上的零值被认为是有问题的,因为它们会影响载玻片或动物的汇总统计数据;(III)用于单细胞数据的汇总测量方法(例如中位数、算术平均值和几何平均值)可能导致 HCD 中动物尾部强度和研究结果的极端差异。这些汇总值通过更好地满足统计模型假设提高了分析结果的可靠性,但代价是信息损失。此外,数据集内阴性和阳性对照组之间的关系始终通过比值、差值和分位数分析得到满意(或充分)的体现。