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Higher adiposity and mental health: causal inference using Mendelian randomization

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 Mendelia...

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Autores principales: Casanova, Francesco, O’Loughlin, Jessica, Martin, Susan, Beaumont, Robin N, Wood, Andrew R, Watkins, Edward R, Freathy, Rachel M, Hagenaars, Saskia P, Frayling, Timothy M, Yaghootkar, Hanieh, Tyrrell, Jess
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8643500/
https://www.ncbi.nlm.nih.gov/pubmed/34270736
http://dx.doi.org/10.1093/hmg/ddab204
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author Casanova, Francesco
O’Loughlin, Jessica
Martin, Susan
Beaumont, Robin N
Wood, Andrew R
Watkins, Edward R
Freathy, Rachel M
Hagenaars, Saskia P
Frayling, Timothy M
Yaghootkar, Hanieh
Tyrrell, Jess
author_facet Casanova, Francesco
O’Loughlin, Jessica
Martin, Susan
Beaumont, Robin N
Wood, Andrew R
Watkins, Edward R
Freathy, Rachel M
Hagenaars, Saskia P
Frayling, Timothy M
Yaghootkar, Hanieh
Tyrrell, Jess
author_sort Casanova, Francesco
collection PubMed
description 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 [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.
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spelling pubmed-86435002021-12-06 Higher adiposity and mental health: causal inference using Mendelian randomization Casanova, Francesco O’Loughlin, Jessica Martin, Susan Beaumont, Robin N Wood, Andrew R Watkins, Edward R Freathy, Rachel M Hagenaars, Saskia P Frayling, Timothy M Yaghootkar, Hanieh Tyrrell, Jess Hum Mol Genet General Article 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 [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. Oxford University Press 2021-07-16 /pmc/articles/PMC8643500/ /pubmed/34270736 http://dx.doi.org/10.1093/hmg/ddab204 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle General Article
Casanova, Francesco
O’Loughlin, Jessica
Martin, Susan
Beaumont, Robin N
Wood, Andrew R
Watkins, Edward R
Freathy, Rachel M
Hagenaars, Saskia P
Frayling, Timothy M
Yaghootkar, Hanieh
Tyrrell, Jess
Higher adiposity and mental health: causal inference using Mendelian randomization
title Higher adiposity and mental health: causal inference using Mendelian randomization
title_full Higher adiposity and mental health: causal inference using Mendelian randomization
title_fullStr Higher adiposity and mental health: causal inference using Mendelian randomization
title_full_unstemmed Higher adiposity and mental health: causal inference using Mendelian randomization
title_short Higher adiposity and mental health: causal inference using Mendelian randomization
title_sort higher adiposity and mental health: causal inference using mendelian randomization
topic General Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8643500/
https://www.ncbi.nlm.nih.gov/pubmed/34270736
http://dx.doi.org/10.1093/hmg/ddab204
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