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Drug Metabolism in Preclinical Drug Development: A Survey of the Discovery Process Toxicology and Computational Tools

机译:临床前药物开发中的药物代谢:发现过程毒理学和计算工具的调查

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摘要

Increased R & D spending and high failure rates exist in drug development, due in part to inadequate prediction of drug metabolism and its consequences in the human body. Hence, there is a need for computational methods to supplement and complement current biological assessment strategies. In this review, we provide an overview of drug metabolism in pharmacology, and discuss the current in vitro and in vivo strategies for assessing drug metabolism in preclinical drug development. We highlight computational tools available to the scientific community for the in silico prediction of drug metabolism, and examine how these tools have been implemented to produce drug-target signatures relevant to metabolic routes. Computational workflows that assess drug metabolism and its toxicological and pharmacokinetic effects, such as by applying the adverse outcome pathway framework for risk assessment, may improve the efficiency and speed of preclinical drug development.
机译:药物研发中存在研发支出增加和失败率高的问题,部分原因是对药物代谢及其对人体的影响的预测不足。因此,需要一种计算方法来补充和补充当前的生物学评估策略。在这篇综述中,我们提供了药理学中药物代谢的概述,并讨论了评估临床前药物开发中药物代谢的当前体外和体内策略。我们重点介绍了科学界可用于计算机模拟药物代谢的计算机工具,并研究了这些工具如何实施以产生与代谢途径有关的药物靶标。评估药物代谢及其毒理学和药代动力学作用的计算工作流程(例如通过应用不良结果途径框架进行风险评估)可以提高临床前药物开发的效率和速度。

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