Literature DB >> 34270736

Higher adiposity and mental health: causal inference using Mendelian randomization.

Francesco Casanova1, Jessica O'Loughlin1, Susan Martin1, Robin N Beaumont1, Andrew R Wood1, Edward R Watkins2, Rachel M Freathy1, Saskia P Hagenaars3, Timothy M Frayling1, Hanieh Yaghootkar1, Jess Tyrrell1.   

Abstract

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/m2) was associated with higher odds of current depression [OR: 1.50, 95%CI: 1.15, 1.95] and lower well-being [ß: -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.
© The Author(s) 2021. Published by Oxford University Press.

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Year:  2021        PMID: 34270736      PMCID: PMC8643500          DOI: 10.1093/hmg/ddab204

Source DB:  PubMed          Journal:  Hum Mol Genet        ISSN: 0964-6906            Impact factor:   6.150


  38 in total

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Journal:  Nat Genet       Date:  2018-04-26       Impact factor: 38.330

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Authors:  Katrina A S Davis; Jonathan R I Coleman; Mark Adams; Naomi Allen; Gerome Breen; Breda Cullen; Chris Dickens; Elaine Fox; Nick Graham; Jo Holliday; Louise M Howard; Ann John; William Lee; Rose McCabe; Andrew McIntosh; Robert Pearsall; Daniel J Smith; Cathie Sudlow; Joey Ward; Stan Zammit; Matthew Hotopf
Journal:  BJPsych Open       Date:  2020-02-06

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8.  Effects of body mass index on relationship status, social contact and socio-economic position: Mendelian randomization and within-sibling study in UK Biobank.

Authors:  Laura D Howe; Roshni Kanayalal; Sean Harrison; Robin N Beaumont; Alisha R Davies; Timothy M Frayling; Neil M Davies; Amanda Hughes; Samuel E Jones; Franco Sassi; Andrew R Wood; Jessica Tyrrell
Journal:  Int J Epidemiol       Date:  2020-08-01       Impact factor: 7.196

9.  Investigating the association between body fat and depression via Mendelian randomization.

Authors:  Maria S Speed; Oskar H Jefsen; Anders D Børglum; Doug Speed; Søren D Østergaard
Journal:  Transl Psychiatry       Date:  2019-08-05       Impact factor: 6.222

10.  The UK Biobank resource with deep phenotyping and genomic data.

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Journal:  Nature       Date:  2018-10-10       Impact factor: 49.962

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  8 in total

1.  Bidirectional two-sample Mendelian randomization analysis identifies causal associations between relative carbohydrate intake and depression.

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Journal:  Nat Hum Behav       Date:  2022-07-18

2.  The Relationship Between Obesity and Depression Is Partly Dependent on Metabolic Health Status: A Nationwide Inpatient Sample Database Study.

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5.  Pathophysiological features in the brains of female Spontaneously Diabetic Torii (SDT) fatty rats.

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6.  The contribution of type 2 diabetes mellitus to hypothalamic inflammation and depressive disorders in young patients with obesity.

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8.  Causal Effect of Age at Menarche on the Risk for Depression: Results From a Two-Sample Multivariable Mendelian Randomization Study.

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  8 in total

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