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Major depressive disorder and cardiometabolic diseases: a bidirectional Mendelian randomisation study
AIMS/HYPOTHESIS: Observational studies have shown a bidirectional association between major depressive disorder (MDD) and cardiometabolic diseases. We conducted a two-sample bidirectional Mendelian randomisation (MR) study to assess the causal associations of MDD with type 2 diabetes, coronary arter...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7286869/ https://www.ncbi.nlm.nih.gov/pubmed/32270255 http://dx.doi.org/10.1007/s00125-020-05131-6 |
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author | Tang, Bowen Yuan, Shuai Xiong, Ying He, Qiqiang Larsson, Susanna C. |
author_facet | Tang, Bowen Yuan, Shuai Xiong, Ying He, Qiqiang Larsson, Susanna C. |
author_sort | Tang, Bowen |
collection | PubMed |
description | AIMS/HYPOTHESIS: Observational studies have shown a bidirectional association between major depressive disorder (MDD) and cardiometabolic diseases. We conducted a two-sample bidirectional Mendelian randomisation (MR) study to assess the causal associations of MDD with type 2 diabetes, coronary artery disease (CAD) and heart failure and vice versa. METHODS: We extracted summary-level data for MDD, type 2 diabetes, CAD and heart failure from corresponding published large genome-wide association studies of individuals mainly of European-descent. In total, 96 SNPs for MDD, 202 SNPs for type 2 diabetes, 44 SNPs for CAD and 12 SNPs for heart failure were proposed as instrumental variables at the genome-wide significance level (p < 5 × 10(−8)). The random-effects inverse-variance weighted method was used for the main analyses. RESULTS: Genetic liability to MDD was significantly associated with type 2 diabetes and CAD at the Bonferroni-corrected significance level. The ORs of type 2 diabetes and CAD were respectively 1.26 (95% CI 1.10, 1.43; p = 6 × 10(−4)) and 1.16 (95% CI 1.05, 1.29; p = 0.0047) per one-unit increase in log(e) odds of MDD. There was a suggestive association between MDD and heart failure (OR 1.11 [95% CI 1.01, 1.21]; p = 0.033). We found limited evidence supporting causal effects of cardiometabolic diseases on MDD risk in the reverse MR analyses. CONCLUSIONS/INTERPRETATION: The present study strengthened the evidence that MDD is a potential risk factor for type 2 diabetes and CAD. Whether MDD is causally related to heart failure needs further study. DATA AVAILABILITY: All data included in this study were uploaded as supplements and are also publicly available through published GWASs and open GWAS datasets (UK Biobank, 23andMe and Psychiatric Genomics: https://datashare.is.ed.ac.uk/handle/10283/3203; DIAGRAM: http://diagram-consortium.org/downloads.html; CARDIoGRAMplusCD4: www.cardiogramplusc4d.org/; HERMES: http://www.kp4cd.org/datasets/mi). [Figure: see text] ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00125-020-05131-6) contains peer-reviewed but unedited supplementary material, which is available to authorised users. |
format | Online Article Text |
id | pubmed-7286869 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-72868692020-06-15 Major depressive disorder and cardiometabolic diseases: a bidirectional Mendelian randomisation study Tang, Bowen Yuan, Shuai Xiong, Ying He, Qiqiang Larsson, Susanna C. Diabetologia Article AIMS/HYPOTHESIS: Observational studies have shown a bidirectional association between major depressive disorder (MDD) and cardiometabolic diseases. We conducted a two-sample bidirectional Mendelian randomisation (MR) study to assess the causal associations of MDD with type 2 diabetes, coronary artery disease (CAD) and heart failure and vice versa. METHODS: We extracted summary-level data for MDD, type 2 diabetes, CAD and heart failure from corresponding published large genome-wide association studies of individuals mainly of European-descent. In total, 96 SNPs for MDD, 202 SNPs for type 2 diabetes, 44 SNPs for CAD and 12 SNPs for heart failure were proposed as instrumental variables at the genome-wide significance level (p < 5 × 10(−8)). The random-effects inverse-variance weighted method was used for the main analyses. RESULTS: Genetic liability to MDD was significantly associated with type 2 diabetes and CAD at the Bonferroni-corrected significance level. The ORs of type 2 diabetes and CAD were respectively 1.26 (95% CI 1.10, 1.43; p = 6 × 10(−4)) and 1.16 (95% CI 1.05, 1.29; p = 0.0047) per one-unit increase in log(e) odds of MDD. There was a suggestive association between MDD and heart failure (OR 1.11 [95% CI 1.01, 1.21]; p = 0.033). We found limited evidence supporting causal effects of cardiometabolic diseases on MDD risk in the reverse MR analyses. CONCLUSIONS/INTERPRETATION: The present study strengthened the evidence that MDD is a potential risk factor for type 2 diabetes and CAD. Whether MDD is causally related to heart failure needs further study. DATA AVAILABILITY: All data included in this study were uploaded as supplements and are also publicly available through published GWASs and open GWAS datasets (UK Biobank, 23andMe and Psychiatric Genomics: https://datashare.is.ed.ac.uk/handle/10283/3203; DIAGRAM: http://diagram-consortium.org/downloads.html; CARDIoGRAMplusCD4: www.cardiogramplusc4d.org/; HERMES: http://www.kp4cd.org/datasets/mi). [Figure: see text] ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00125-020-05131-6) contains peer-reviewed but unedited supplementary material, which is available to authorised users. Springer Berlin Heidelberg 2020-04-08 2020 /pmc/articles/PMC7286869/ /pubmed/32270255 http://dx.doi.org/10.1007/s00125-020-05131-6 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Tang, Bowen Yuan, Shuai Xiong, Ying He, Qiqiang Larsson, Susanna C. Major depressive disorder and cardiometabolic diseases: a bidirectional Mendelian randomisation study |
title | Major depressive disorder and cardiometabolic diseases: a bidirectional Mendelian randomisation study |
title_full | Major depressive disorder and cardiometabolic diseases: a bidirectional Mendelian randomisation study |
title_fullStr | Major depressive disorder and cardiometabolic diseases: a bidirectional Mendelian randomisation study |
title_full_unstemmed | Major depressive disorder and cardiometabolic diseases: a bidirectional Mendelian randomisation study |
title_short | Major depressive disorder and cardiometabolic diseases: a bidirectional Mendelian randomisation study |
title_sort | major depressive disorder and cardiometabolic diseases: a bidirectional mendelian randomisation study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7286869/ https://www.ncbi.nlm.nih.gov/pubmed/32270255 http://dx.doi.org/10.1007/s00125-020-05131-6 |
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