药物发现
药品
计算生物学
计算机科学
表型筛选
药物开发
数据科学
生物信息学
医学
表型
抗药性
生物
药理学
遗传学
基因
作者
Wayne E. Childers,Khaled M. Elokely,Magid Abou‐Gharbia
标识
DOI:10.1021/acsmedchemlett.0c00006
摘要
Prior to genetic mapping, the majority of drug discovery efforts involved phenotypic screening, wherein compounds were screened in either in vitro or in vivo models thought to mimic the disease state of interest. While never completely abandoning phenotypic approaches, the labor intensive nature of such tests encouraged the pharmaceutical industry to move away from them in favor of target-based drug discovery, which facilitated throughput and allowed for the efficient screening of large numbers of compounds. However, a consequence of reliance on target-based screening was an increased number of failures in clinical trials due to poor correlation between novel mechanistic targets and the actual disease state. As a result, the field has seen a recent resurrection in phenotypic drug discovery approaches. In this work, we highlight some recent phenotypic projects from our industrial past and in our current academic drug discovery environment that have provided encouraging results.
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