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Polygenic overlap and shared genetic loci between loneliness, severe mental disorders, and cardiovascular disease risk factors suggest shared molecular mechanisms
Clinical and epidemiological evidence suggest that loneliness is associated with severe mental disorders (SMDs) and increases the risk of cardiovascular disease (CVD). However, the mechanisms underlying the relationship between loneliness, SMDs, and CVD risk factors remain unknown. Here we explored...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7790035/ https://www.ncbi.nlm.nih.gov/pubmed/33414458 http://dx.doi.org/10.1038/s41398-020-01142-4 |
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author | Rødevand, Linn Bahrami, Shahram Frei, Oleksandr Lin, Aihua Gani, Osman Shadrin, Alexey Smeland, Olav B. Connell, Kevin S. O’ Elvsåshagen, Torbjørn Winterton, Adriano Quintana, Daniel S. Hindley, Guy F. L. Werner, Maren C. F. Djurovic, Srdjan Dale, Anders M. Lagerberg, Trine V. Steen, Nils Eiel Andreassen, Ole A. |
author_facet | Rødevand, Linn Bahrami, Shahram Frei, Oleksandr Lin, Aihua Gani, Osman Shadrin, Alexey Smeland, Olav B. Connell, Kevin S. O’ Elvsåshagen, Torbjørn Winterton, Adriano Quintana, Daniel S. Hindley, Guy F. L. Werner, Maren C. F. Djurovic, Srdjan Dale, Anders M. Lagerberg, Trine V. Steen, Nils Eiel Andreassen, Ole A. |
author_sort | Rødevand, Linn |
collection | PubMed |
description | Clinical and epidemiological evidence suggest that loneliness is associated with severe mental disorders (SMDs) and increases the risk of cardiovascular disease (CVD). However, the mechanisms underlying the relationship between loneliness, SMDs, and CVD risk factors remain unknown. Here we explored overlapping genetic architecture and genetic loci shared between SMDs, loneliness, and CVD risk factors. We analyzed large independent genome-wide association study data on schizophrenia (SCZ), bipolar disorder (BD), major depression (MD), loneliness and CVD risk factors using bivariate causal mixture mode (MiXeR), which estimates the total amount of shared variants, and conditional false discovery rate to evaluate overlap in specific loci. We observed substantial genetic overlap between SMDs, loneliness and CVD risk factors, beyond genetic correlation. We identified 149 loci jointly associated with loneliness and SMDs (MD n = 67, SCZ n = 54, and BD n = 28), and 55 distinct loci jointly associated with loneliness and CVD risk factors. A total of 153 novel loneliness loci were found. Most of the shared loci possessed concordant effect directions, suggesting that genetic risk for loneliness may increase the risk of both SMDs and CVD. Functional analyses of the shared loci implicated biological processes related to the brain, metabolic processes, chromatin and immune system. Altogether, the study revealed polygenic overlap between loneliness, SMDs and CVD risk factors, providing new insights into their shared genetic architecture and common genetic mechanisms. |
format | Online Article Text |
id | pubmed-7790035 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-77900352021-01-08 Polygenic overlap and shared genetic loci between loneliness, severe mental disorders, and cardiovascular disease risk factors suggest shared molecular mechanisms Rødevand, Linn Bahrami, Shahram Frei, Oleksandr Lin, Aihua Gani, Osman Shadrin, Alexey Smeland, Olav B. Connell, Kevin S. O’ Elvsåshagen, Torbjørn Winterton, Adriano Quintana, Daniel S. Hindley, Guy F. L. Werner, Maren C. F. Djurovic, Srdjan Dale, Anders M. Lagerberg, Trine V. Steen, Nils Eiel Andreassen, Ole A. Transl Psychiatry Article Clinical and epidemiological evidence suggest that loneliness is associated with severe mental disorders (SMDs) and increases the risk of cardiovascular disease (CVD). However, the mechanisms underlying the relationship between loneliness, SMDs, and CVD risk factors remain unknown. Here we explored overlapping genetic architecture and genetic loci shared between SMDs, loneliness, and CVD risk factors. We analyzed large independent genome-wide association study data on schizophrenia (SCZ), bipolar disorder (BD), major depression (MD), loneliness and CVD risk factors using bivariate causal mixture mode (MiXeR), which estimates the total amount of shared variants, and conditional false discovery rate to evaluate overlap in specific loci. We observed substantial genetic overlap between SMDs, loneliness and CVD risk factors, beyond genetic correlation. We identified 149 loci jointly associated with loneliness and SMDs (MD n = 67, SCZ n = 54, and BD n = 28), and 55 distinct loci jointly associated with loneliness and CVD risk factors. A total of 153 novel loneliness loci were found. Most of the shared loci possessed concordant effect directions, suggesting that genetic risk for loneliness may increase the risk of both SMDs and CVD. Functional analyses of the shared loci implicated biological processes related to the brain, metabolic processes, chromatin and immune system. Altogether, the study revealed polygenic overlap between loneliness, SMDs and CVD risk factors, providing new insights into their shared genetic architecture and common genetic mechanisms. Nature Publishing Group UK 2021-01-05 /pmc/articles/PMC7790035/ /pubmed/33414458 http://dx.doi.org/10.1038/s41398-020-01142-4 Text en © The Author(s) 2021 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Rødevand, Linn Bahrami, Shahram Frei, Oleksandr Lin, Aihua Gani, Osman Shadrin, Alexey Smeland, Olav B. Connell, Kevin S. O’ Elvsåshagen, Torbjørn Winterton, Adriano Quintana, Daniel S. Hindley, Guy F. L. Werner, Maren C. F. Djurovic, Srdjan Dale, Anders M. Lagerberg, Trine V. Steen, Nils Eiel Andreassen, Ole A. Polygenic overlap and shared genetic loci between loneliness, severe mental disorders, and cardiovascular disease risk factors suggest shared molecular mechanisms |
title | Polygenic overlap and shared genetic loci between loneliness, severe mental disorders, and cardiovascular disease risk factors suggest shared molecular mechanisms |
title_full | Polygenic overlap and shared genetic loci between loneliness, severe mental disorders, and cardiovascular disease risk factors suggest shared molecular mechanisms |
title_fullStr | Polygenic overlap and shared genetic loci between loneliness, severe mental disorders, and cardiovascular disease risk factors suggest shared molecular mechanisms |
title_full_unstemmed | Polygenic overlap and shared genetic loci between loneliness, severe mental disorders, and cardiovascular disease risk factors suggest shared molecular mechanisms |
title_short | Polygenic overlap and shared genetic loci between loneliness, severe mental disorders, and cardiovascular disease risk factors suggest shared molecular mechanisms |
title_sort | polygenic overlap and shared genetic loci between loneliness, severe mental disorders, and cardiovascular disease risk factors suggest shared molecular mechanisms |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7790035/ https://www.ncbi.nlm.nih.gov/pubmed/33414458 http://dx.doi.org/10.1038/s41398-020-01142-4 |
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