Higher adiposity and mental health: causal inference using Mendelian randomization

被引:35
作者
Casanova, Francesco [1 ]
O'Loughlin, Jessica [1 ]
Martin, Susan [1 ]
Beaumont, Robin N. [1 ]
Wood, Andrew R. [1 ]
Watkins, Edward R. [2 ]
Freathy, Rachel M. [1 ]
Hagenaars, Saskia P. [3 ]
Frayling, Timothy M. [1 ]
Yaghootkar, Hanieh [1 ]
Tyrrell, Jess [1 ]
机构
[1] Univ Exeter, Coll Med & Hlth, Genet Complex Traits, RD&E Hosp, Exeter EX2 5DW, Devon, England
[2] Univ Exeter, Mood Disorders Ctr, Sch Psychol, Exeter EX4 4QG, Devon, England
[3] Kings Coll London, Genet & Dev Psychiat Ctr, Inst Psychiat Psychol & Neurosci, London SE5 8AF, England
基金
英国医学研究理事会; 英国惠康基金;
关键词
BODY-MASS INDEX; ANXIETY DISORDERS; OBESITY; DEPRESSION; ASSOCIATION; RISK; OVERWEIGHT; GENDER;
D O I
10.1093/hmg/ddab204
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Higher adiposity is an established risk factor for psychiatric diseases including depression and anxiety. The associations between adiposity and depression may be explained by the metabolic consequences and/or by the psychosocial impact of higher adiposity. We performed one- and two-sample Mendelian randomization (MR) in up to 145 668 European participants from the UK Biobank to test for a causal effect of higher adiposity on 10 well-validated mental health and well-being outcomes derived using the Mental Health Questionnaire (MHQ). We used three sets of adiposity genetic instruments: (a) a set of 72 BMI genetic variants, (b) a set of 36 favourable adiposity variants and (c) a set of 38 unfavourable adiposity variants. We additionally tested causal relationships (1) in men and women separately, (2) in a subset of individuals not taking antidepressants and (3) in non-linear MR models. Two-sample MR provided evidence that a genetically determined one standard deviation (1-SD) higher BMI (4.6 kg/m(2)) was associated with higher odds of current depression [OR: 1.50, 95%CI: 1.15, 1.95] and lower well-being [beta: -0.15, 95%CI: -0.26, -0.04]. Findings were similar when using the metabolically favourable and unfavourable adiposity variants, with higher adiposity associated with higher odds of depression and lower well-being scores. Our study provides further evidence that higher BMI causes higher odds of depression and lowers well-being. Using genetics to separate out metabolic and psychosocial effects, our study suggests that in the absence of adverse metabolic effects higher adiposity remains causal to depression and lowers well-being.
引用
收藏
页码:2371 / 2382
页数:12
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