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.
引用
收藏
页数:12
相关论文
共 50 条
  • [21] Statistical analysis of vertical accelerations of planing craft: Common pitfalls and how to avoid them
    VanDerwerken, Douglas
    Judge, Carolyn
    OCEAN ENGINEERING, 2017, 139 : 265 - 274
  • [22] Plasmon Spectroscopy: Methods, Pitfalls and How to Avoid Them
    Natalie Horn
    Maximilian Kreiter
    Plasmonics, 2010, 5 : 331 - 345
  • [23] Pitfalls in compressed sensing reconstruction and how to avoid them
    Shchukina, Alexandra
    Kasprzak, Pawe
    Dass, Rupashree
    Nowakowski, Micha
    Kazimierczuk, Krzysztof
    JOURNAL OF BIOMOLECULAR NMR, 2017, 68 (02) : 79 - 98
  • [24] Plasmon Spectroscopy: Methods, Pitfalls and How to Avoid Them
    Horn, Natalie
    Kreiter, Maximilian
    PLASMONICS, 2010, 5 (04) : 331 - 345
  • [25] BUYING SEED - THE PITFALLS AND BLUNDERS AND HOW TO AVOID THEM
    LOWEN, K
    WALKER, D
    ALBERTA CONSERVATION AND RECLAMATION CONFERENCE 88, 1989, : 139 - 144
  • [26] Pitfalls in renal mass evaluation and how to avoid them
    Israel, Gary M.
    Bosniak, Morton A.
    RADIOGRAPHICS, 2008, 28 (05) : 1325 - 1338
  • [27] Pitfalls in Carotid Doppler Interpretation and How to Avoid Them
    Gunabushanam, Gowthaman
    Kent, Risa H.
    Scoutt, Leslie M.
    JOURNAL OF ULTRASOUND IN MEDICINE, 2023, 42 (09) : 1907 - 1921
  • [28] Pitfalls of laparoscopic colorectal surgery and how to avoid them
    Van Koughnett, Julie Ann M.
    Kalaskar, Sudhir N.
    Wexner, Steven D.
    COLORECTAL CANCER, 2013, 2 (02) : 165 - 178
  • [29] Communication errors in radiology - Pitfalls and how to avoid them
    Waite, Stephen
    Scott, Jinel Moore
    Drexler, Ian
    Martino, Jennifer
    Legasto, Alan
    Gale, Brian
    Kolla, Srinivas
    CLINICAL IMAGING, 2018, 51 : 266 - 272
  • [30] Fundamentals of Twin-Screw Extrusion Polymer Melting: Common pitfalls and how to avoid them
    Andersen, Paul
    PROCEEDINGS OF PPS-30: THE 30TH INTERNATIONAL CONFERENCE OF THE POLYMER PROCESSING SOCIETY, 2015, 1664