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Body mass index and psychiatric disorders: a Mendelian randomization study
Obesity is a highly prevalent risk factor for cardiometabolic diseases. Observational studies suggest that obesity is associated with psychiatric traits, but causal inference from such studies has several limitations. We used two-sample Mendelian randomization methods (inverse variance weighting, we...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5013405/ https://www.ncbi.nlm.nih.gov/pubmed/27601421 http://dx.doi.org/10.1038/srep32730 |
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author | Hartwig, Fernando Pires Bowden, Jack Loret de Mola, Christian Tovo-Rodrigues, Luciana Davey Smith, George Horta, Bernardo Lessa |
author_facet | Hartwig, Fernando Pires Bowden, Jack Loret de Mola, Christian Tovo-Rodrigues, Luciana Davey Smith, George Horta, Bernardo Lessa |
author_sort | Hartwig, Fernando Pires |
collection | PubMed |
description | Obesity is a highly prevalent risk factor for cardiometabolic diseases. Observational studies suggest that obesity is associated with psychiatric traits, but causal inference from such studies has several limitations. We used two-sample Mendelian randomization methods (inverse variance weighting, weighted median and MR-Egger regression) to evaluate the association of body mass index (BMI) with three psychiatric traits using data from the Genetic Investigation of Anthropometric Traits and Psychiatric Genomics consortia. Causal odds ratio estimates per 1-standard deviation increment in BMI ranged from 0.88 (95% CI: 0.62; 1.25) to 1.23 (95% CI: 0.65; 2.31) for bipolar disorder; 0.93 (0.78; 1.11) to 1.41 (0.87; 2.27) for schizophrenia; and 1.15 (95% CI: 0.92; 1.44) to 1.40 (95% CI: 1.03; 1.90) for major depressive disorder. Analyses removing potentially influential SNPs suggested that the effect estimates for depression might be underestimated. Our findings do not support the notion that higher BMI increases risk of bipolar disorder and schizophrenia. Although the point estimates for depression were consistent in all sensitivity analyses, the overall statistical evidence was weak. However, the fact that SNP-depression associations were estimated in relatively small samples reduced power to detect causal effects. This should be re-addressed when SNP-depression associations from larger studies become available. |
format | Online Article Text |
id | pubmed-5013405 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-50134052016-09-12 Body mass index and psychiatric disorders: a Mendelian randomization study Hartwig, Fernando Pires Bowden, Jack Loret de Mola, Christian Tovo-Rodrigues, Luciana Davey Smith, George Horta, Bernardo Lessa Sci Rep Article Obesity is a highly prevalent risk factor for cardiometabolic diseases. Observational studies suggest that obesity is associated with psychiatric traits, but causal inference from such studies has several limitations. We used two-sample Mendelian randomization methods (inverse variance weighting, weighted median and MR-Egger regression) to evaluate the association of body mass index (BMI) with three psychiatric traits using data from the Genetic Investigation of Anthropometric Traits and Psychiatric Genomics consortia. Causal odds ratio estimates per 1-standard deviation increment in BMI ranged from 0.88 (95% CI: 0.62; 1.25) to 1.23 (95% CI: 0.65; 2.31) for bipolar disorder; 0.93 (0.78; 1.11) to 1.41 (0.87; 2.27) for schizophrenia; and 1.15 (95% CI: 0.92; 1.44) to 1.40 (95% CI: 1.03; 1.90) for major depressive disorder. Analyses removing potentially influential SNPs suggested that the effect estimates for depression might be underestimated. Our findings do not support the notion that higher BMI increases risk of bipolar disorder and schizophrenia. Although the point estimates for depression were consistent in all sensitivity analyses, the overall statistical evidence was weak. However, the fact that SNP-depression associations were estimated in relatively small samples reduced power to detect causal effects. This should be re-addressed when SNP-depression associations from larger studies become available. Nature Publishing Group 2016-09-07 /pmc/articles/PMC5013405/ /pubmed/27601421 http://dx.doi.org/10.1038/srep32730 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Hartwig, Fernando Pires Bowden, Jack Loret de Mola, Christian Tovo-Rodrigues, Luciana Davey Smith, George Horta, Bernardo Lessa Body mass index and psychiatric disorders: a Mendelian randomization study |
title | Body mass index and psychiatric disorders: a Mendelian randomization study |
title_full | Body mass index and psychiatric disorders: a Mendelian randomization study |
title_fullStr | Body mass index and psychiatric disorders: a Mendelian randomization study |
title_full_unstemmed | Body mass index and psychiatric disorders: a Mendelian randomization study |
title_short | Body mass index and psychiatric disorders: a Mendelian randomization study |
title_sort | body mass index and psychiatric disorders: a mendelian randomization study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5013405/ https://www.ncbi.nlm.nih.gov/pubmed/27601421 http://dx.doi.org/10.1038/srep32730 |
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