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药物靶点孟德尔随机化研究中的常见陷阱及规避方法

Common pitfalls in drug target Mendelian randomization and how to avoid them.

机构信息

Sequoia Genetics, London, UK.

Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, 90 Wood Lane, London, W12 0BZ, UK.

出版信息

BMC Med. 2024 Oct 15;22(1):473. doi: 10.1186/s12916-024-03700-9.

Abstract

BACKGROUND

Drug target Mendelian randomization describes the use of genetic variants as instrumental variables for studying the effects of pharmacological agents. The paradigm can be used to inform on all aspects of drug development and has become increasingly popular over the last decade, particularly given the time- and cost-efficiency with which it can be performed even before commencing clinical studies.

MAIN BODY

In this review, we describe the recent emergence of drug target Mendelian randomization, its common pitfalls, how best to address them, as well as potential future directions. Throughout, we offer advice based on our experiences on how to approach these types of studies, which we hope will be useful for both practitioners and those translating the findings from such work.

CONCLUSIONS

Drug target Mendelian randomization is nuanced and requires a combination of biological, statistical, genetic, epidemiological, clinical, and pharmaceutical expertise to be utilized to its full potential. Unfortunately, these skillsets are relatively infrequently combined in any given study.

摘要

背景

药物靶点孟德尔随机化描述了利用遗传变异作为工具变量来研究药物作用的方法。该范例可用于了解药物开发的各个方面,并且在过去十年中变得越来越流行,特别是考虑到它在开始临床研究之前甚至可以以高效省时的方式进行。

主要内容

在这篇综述中,我们描述了药物靶点孟德尔随机化的最新出现、常见的陷阱、如何最好地解决这些问题,以及潜在的未来方向。整篇文章都根据我们在处理这类研究方面的经验提供了建议,我们希望这些建议对实践者和那些将此类工作的研究结果转化为实际应用的人都有用。

结论

药物靶点孟德尔随机化是复杂的,需要结合生物学、统计学、遗传学、流行病学、临床和药物学专业知识,才能充分发挥其潜力。不幸的是,在任何给定的研究中,这些技能组合相对较少。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ffa/11481744/54f8bd455387/12916_2024_3700_Fig1_HTML.jpg

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