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已发表的DNA反应性警报的效用。

Utility of published DNA reactivity alerts.

作者信息

Myden Alun, Guesne Sebastien J, Cayley Alex, Williams Richard V

机构信息

Lhasa Limited, Granary Wharf House, 2 Canal Wharf, Leeds LS11 5PS, UK.

Lhasa Limited, Granary Wharf House, 2 Canal Wharf, Leeds LS11 5PS, UK.

出版信息

Regul Toxicol Pharmacol. 2017 Aug;88:77-86. doi: 10.1016/j.yrtph.2017.05.016. Epub 2017 May 23.

Abstract

The identification of impurities with mutagenic potential is required for any potential pharmaceutical. The ICH M7 guidelines state that two complementary in silico toxicity prediction tools may be used to predict the mutagenic potential of pharmaceutical impurities. An expert review of the resulting in silico predictions is required, and numerous publications have been released to guide the expert review process. One such publication suggests that literature-based structural alerts (LBSAs) may provide a suitable aid in the expert review process. This publication provides a study of the effect of using one such set of LBSAs for the expert review of mutagenicity predictions from two complementary in silico tools. The analysis was performed using an Ames test dataset of 2619 compounds, and required interpretation of the LBSAs which proved to be a subjective process. Globally the LBSAs produced many more false positives than the in silico systems; whilst some exhibited a predictive performance comparable to the in silico systems, the majority were overly sensitive at the cost of accuracy. Use of LBSAs as part of an expert review process, without considering mitigating factors, could result in many more false positives and potentially the need to carry out additional and unnecessary Ames tests.

摘要

对于任何潜在药物,都需要鉴定具有致突变潜力的杂质。国际人用药品注册技术协调会(ICH)M7指南指出,可以使用两种互补的计算机模拟毒性预测工具来预测药物杂质的致突变潜力。需要对计算机模拟预测结果进行专家评审,并且已经发布了许多出版物来指导专家评审过程。其中一份出版物表明,基于文献的结构警示(LBSA)可能在专家评审过程中提供适当的帮助。本出版物提供了一项研究,该研究使用一组这样的LBSA对来自两种互补计算机模拟工具的致突变性预测进行专家评审的效果。分析使用了一个包含2619种化合物的艾姆斯试验数据集,并且需要对LBSA进行解释,而这被证明是一个主观过程。总体而言,LBSA产生的假阳性比计算机模拟系统多得多;虽然有些LBSA的预测性能与计算机模拟系统相当,但大多数过于敏感,牺牲了准确性。在不考虑缓解因素的情况下,将LBSA用作专家评审过程的一部分可能会导致更多的假阳性,并且可能需要进行额外的、不必要的艾姆斯试验。

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