Mendelian randomization as a tool to inform drug development using human genetics.

Cambridge prisms, Precision medicine Pub Date : 2023-02-08 eCollection Date: 2023-01-01 DOI:10.1017/pcm.2023.5
Iyas Daghlas, Dipender Gill
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Abstract

Drug development is essential to the advancement of human health, however, the process is slow, costly, and at high risk of failure at all stages. A promising strategy for expediting and improving the probability of success in the drug development process is the use of naturally randomized human genetic variation for drug target identification and validation. These data can be harnessed using the Mendelian randomization (MR) analytic paradigm to proxy the lifelong consequences of genetic perturbations of drug targets. In this review, we discuss the myriad applications of the MR paradigm for human drug target identification and validation. We review the methodology and applications of MR, key limitations of MR, and potential future opportunities for research. Throughout the review, we refer to illustrative examples of MR analyses investigating the consequences of genetic inhibition of interleukin 6 signaling which, in some cases, have anticipated results from randomized controlled trials. As human genetic data become more widely available, we predict that MR will serve as a key pillar of support for drug development efforts.

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孟德尔随机化作为一种工具,为利用人类遗传学进行药物开发提供信息
药物开发对促进人类健康至关重要,然而,药物开发过程缓慢、成本高昂,而且在各个阶段都有很高的失败风险。利用自然随机的人类基因变异来识别和验证药物靶点,是加快药物开发过程并提高成功概率的一种可行策略。这些数据可以利用孟德尔随机化(MR)分析范式来模拟药物靶点基因扰动的终身后果。在本综述中,我们将讨论 MR 范式在人类药物靶点鉴定和验证中的大量应用。我们回顾了 MR 的方法和应用、MR 的主要局限性以及未来潜在的研究机会。在整篇综述中,我们引用了研究白细胞介素 6 信号转导基因抑制后果的 MR 分析示例,在某些情况下,这些分析已经预示了随机对照试验的结果。随着人类基因数据的普及,我们预测 MR 将成为支持药物开发工作的重要支柱。
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