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

被引:1
|
作者
Gill, Dipender [1 ,2 ]
Dib, Marie-Joe [3 ]
Cronje, Helene T. [1 ,4 ]
Karhunen, Ville [1 ,4 ]
Woolf, Benjamin [4 ,5 ,6 ]
Gagnon, Eloi [7 ]
Daghlas, Iyas [8 ]
Nyberg, Michael [9 ]
Drakeman, Donald [10 ,11 ]
Burgess, Stephen [1 ,4 ,12 ]
机构
[1] Sequoia Genet, London, England
[2] Imperial Coll London, Sch Publ Hlth, Dept Epidemiol & Biostat, 90 Wood Lane, London W12 0BZ, England
[3] Univ Penn, Perelman Sch Med, Cardiovasc Div, Philadelphia, PA USA
[4] Univ Cambridge, Med Res Council, Biostat Unit, Cambridge, England
[5] Univ Bristol, Sch Psychol Sci, Bristol, England
[6] Univ Bristol, Med Res Council, Integrat Epidemiol Unit, Bristol, England
[7] Laval Univ, Inst Univ Cardiol & Pneumol Quebec, Ctr Rech, Quebec City, PQ, Canada
[8] Univ Calif San Francisco, Dept Neurol, San Francisco, CA USA
[9] Novo Nordisk AS, Cardiovasc Biol, Global Drug Discovery, Malov, Denmark
[10] Univ Cambridge, Ctr Hlth Leadership & Enterprise, Judge Business Sch, Trumpington St, Cambridge, England
[11] Advent Venture Partners, London, England
[12] Univ Cambridge, Dept Publ Hlth & Primary Care, Cardiovasc Epidemiol Unit, Cambridge, England
来源
BMC MEDICINE | 2024年 / 22卷 / 01期
基金
英国惠康基金; 英国医学研究理事会;
关键词
Mendelian randomization; Drug target; Pharmacology; Drug development; PROTEOME-WIDE; EPIDEMIOLOGY; DISCOVERY; HEALTH; GENE;
D O I
10.1186/s12916-024-03700-9
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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 bodyIn 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.ConclusionsDrug 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.
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页数:12
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