Literature DB >> 34426474

Mendelian Randomization: Concepts and Scope.

Rebecca C Richmond1,2, George Davey Smith1,2,3.   

Abstract

Mendelian randomization (MR) is a method of studying the causal effects of modifiable exposures (i.e., potential risk factors) on health, social, and economic outcomes using genetic variants associated with the specific exposures of interest. MR provides a more robust understanding of the influence of these exposures on outcomes because germline genetic variants are randomly inherited from parents to offspring and, as a result, should not be related to potential confounding factors that influence exposure-outcome associations. The genetic variant can therefore be used as a tool to link the proposed risk factor and outcome, and to estimate this effect with less confounding and bias than conventional epidemiological approaches. We describe the scope of MR, highlighting the range of applications being made possible as genetic data sets and resources become larger and more freely available. We outline the MR approach in detail, covering concepts, assumptions, and estimation methods. We cover some common misconceptions, provide strategies for overcoming violation of assumptions, and discuss future prospects for extending the clinical applicability, methodological innovations, robustness, and generalizability of MR findings.
Copyright © 2022 Cold Spring Harbor Laboratory Press; all rights reserved.

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Year:  2022        PMID: 34426474      PMCID: PMC8725623          DOI: 10.1101/cshperspect.a040501

Source DB:  PubMed          Journal:  Cold Spring Harb Perspect Med        ISSN: 2157-1422            Impact factor:   6.915


  15 in total

Review 1.  Epidemiological Evidence for an Immune Component of Parkinson's Disease.

Authors:  Paulina Gonzalez-Latapi; Connie Marras
Journal:  J Parkinsons Dis       Date:  2022       Impact factor: 5.520

2.  Psychiatric diagnosis and treatment in the 21st century: paradigm shifts versus incremental integration.

Authors:  Dan J Stein; Steven J Shoptaw; Daniel V Vigo; Crick Lund; Pim Cuijpers; Jason Bantjes; Norman Sartorius; Mario Maj
Journal:  World Psychiatry       Date:  2022-10       Impact factor: 79.683

Review 3.  Statistical methods for Mendelian randomization in genome-wide association studies: A review.

Authors:  Frederick J Boehm; Xiang Zhou
Journal:  Comput Struct Biotechnol J       Date:  2022-05-14       Impact factor: 6.155

4.  Using multivariable Mendelian randomization to estimate the causal effect of bone mineral density on osteoarthritis risk, independently of body mass index.

Authors:  April Hartley; Eleanor Sanderson; Raquel Granell; Lavinia Paternoster; Jie Zheng; George Davey Smith; Lorraine Southam; Konstantinos Hatzikotoulas; Cindy G Boer; Joyce van Meurs; Eleftheria Zeggini; Celia L Gregson; Jon H Tobias
Journal:  Int J Epidemiol       Date:  2022-08-10       Impact factor: 9.685

5.  Relationship between periodontitis and psoriasis: A two-sample Mendelian randomization study.

Authors:  Hansjörg Baurecht; Dennis Freuer; Christine Welker; Lam C Tsoi; James T Elder; Benjamin Ehmke; Michael F Leitzmann; Birte Holtfreter; Sebastian-Edgar Baumeister
Journal:  J Clin Periodontol       Date:  2022-04-01       Impact factor: 7.478

6.  A lifecourse mendelian randomization study highlights the long-term influence of childhood body size on later life heart structure.

Authors:  Katie O'Nunain; Chloe Park; Helena Urquijo; Genevieve M Leyden; Alun D Hughes; George Davey Smith; Tom G Richardson
Journal:  PLoS Biol       Date:  2022-06-09       Impact factor: 9.593

7.  Causal relationship between physical activity, leisure sedentary behaviors and COVID-19 risk: a Mendelian randomization study.

Authors:  Xiong Chen; Xiaosi Hong; Wenjing Gao; Shulu Luo; Jiahao Cai; Guochang Liu; Yinong Huang
Journal:  J Transl Med       Date:  2022-05-13       Impact factor: 8.440

8.  Genetic and phenotypic profiling of supranormal ejection fraction reveals decreased survival and underdiagnosed heart failure.

Authors:  Iain S Forrest; Ghislain Rocheleau; Shantanu Bafna; Edgar Argulian; Jagat Narula; Pradeep Natarajan; Ron Do
Journal:  Eur J Heart Fail       Date:  2022-03-12       Impact factor: 17.349

Review 9.  A robust mean and variance test with application to high-dimensional phenotypes.

Authors:  James R Staley; Frank Windmeijer; Matthew Suderman; Matthew S Lyon; George Davey Smith; Kate Tilling
Journal:  Eur J Epidemiol       Date:  2021-10-15       Impact factor: 12.434

10.  Is Hearing Impairment Causally Associated With Falls? Evidence From a Two-Sample Mendelian Randomization Study.

Authors:  Jun Wang; Dan Liu; E Tian; Zhao-Qi Guo; Jing-Yu Chen; Wei-Jia Kong; Su-Lin Zhang
Journal:  Front Neurol       Date:  2022-04-25       Impact factor: 4.003

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