Use of Structural Alerts for Reactive Metabolites in the Application SpotRM

背景(考古学) 药品 选择(遗传算法) 集合(抽象数据类型) 计算机科学 代谢物 计算生物学 机制(生物学) 药理学 化学 毒理 医学 生物 生物化学 机器学习 认识论 哲学 古生物学 程序设计语言
作者
Alf Claesson
出处
期刊:Chemical Research in Toxicology [American Chemical Society]
卷期号:37 (8): 1231-1245
标识
DOI:10.1021/acs.chemrestox.4c00205
摘要

Reactive metabolite (RM) formation is widely accepted as playing a crucial role in causing idiosyncratic adverse drug reactions (IADRs), where the liver is most affected. An important goal of drug design is to avoid selection of drug candidates giving rise to RMs and therefore risk causing problems later on involving IADRs. The simplest, initial approach is to avoid test structures that have substructures known or strongly suspected to be associated with IADRs. However, as is evident from the many case reports of IADRs, in most cases a clear association with any (bio)chemical mechanism is lacking, which makes it hard to establish any structure-toxicity relationship. Separate studies of RM formation, in vitro and in vivo, have led to likely evidence and to establishing many structural alerts (SAs) that can be used for fast selection/deselection of planned test compounds. As a background to a discussion of the concept, 25 kinase inhibitor drugs with known problems of hepatotoxicity were probed against a set of SAs contained in the application SpotRM. A clear majority of the probed drugs show liabilities as evident by being flagged by more than one of the fairly established types of SAs. At the same time, no clear SAs were found in three drugs, which is discussed in the broader context of usefulness and selection tactics of SAs in drug design.
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