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A sex-specific genome-wide association study of depression phenotypes in UK Biobank

There are marked sex differences in the prevalence, phenotypic presentation and treatment response for major depression. While genome-wide association studies (GWAS) adjust for sex differences, to date, no studies seek to identify sex-specific markers and pathways. In this study, we performed a sex-...

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Autores principales: Silveira, Patrícia Pelufo, Pokhvisneva, Irina, Howard, David M., Meaney, Michael J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611579/
https://www.ncbi.nlm.nih.gov/pubmed/36750733
http://dx.doi.org/10.1038/s41380-023-01960-0
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author Silveira, Patrícia Pelufo
Pokhvisneva, Irina
Howard, David M.
Meaney, Michael J.
author_facet Silveira, Patrícia Pelufo
Pokhvisneva, Irina
Howard, David M.
Meaney, Michael J.
author_sort Silveira, Patrícia Pelufo
collection PubMed
description There are marked sex differences in the prevalence, phenotypic presentation and treatment response for major depression. While genome-wide association studies (GWAS) adjust for sex differences, to date, no studies seek to identify sex-specific markers and pathways. In this study, we performed a sex-stratified genome-wide association analysis for broad depression with the UK Biobank total participants (N = 274,141), including only non-related participants, as well as with males (N = 127,867) and females (N = 146,274) separately. Bioinformatics analyses were performed to characterize common and sex-specific markers and associated processes/pathways. We identified 11 loci passing genome-level significance (P < 5 × 10(−8)) in females and one in males. In both males and females, genetic correlations were significant between the broad depression GWA and other psychopathologies; however, correlations with educational attainment and metabolic features including body fat, waist circumference, waist-to-hip ratio and triglycerides were significant only in females. Gene-based analysis showed 147 genes significantly associated with broad depression in the total sample, 64 in the females and 53 in the males. Gene-based analysis revealed “Regulation of Gene Expression” as a common biological process, but suggested sex-specific molecular mechanisms. Finally, sex-specific polygenic risk scores (PRSs) for broad depression outperformed total and the opposite sex PRSs in the prediction of broad major depressive disorder. These findings provide evidence for sex-dependent genetic pathways for clinical depression as well as for health conditions comorbid with depression.
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spelling pubmed-106115792023-10-29 A sex-specific genome-wide association study of depression phenotypes in UK Biobank Silveira, Patrícia Pelufo Pokhvisneva, Irina Howard, David M. Meaney, Michael J. Mol Psychiatry Article There are marked sex differences in the prevalence, phenotypic presentation and treatment response for major depression. While genome-wide association studies (GWAS) adjust for sex differences, to date, no studies seek to identify sex-specific markers and pathways. In this study, we performed a sex-stratified genome-wide association analysis for broad depression with the UK Biobank total participants (N = 274,141), including only non-related participants, as well as with males (N = 127,867) and females (N = 146,274) separately. Bioinformatics analyses were performed to characterize common and sex-specific markers and associated processes/pathways. We identified 11 loci passing genome-level significance (P < 5 × 10(−8)) in females and one in males. In both males and females, genetic correlations were significant between the broad depression GWA and other psychopathologies; however, correlations with educational attainment and metabolic features including body fat, waist circumference, waist-to-hip ratio and triglycerides were significant only in females. Gene-based analysis showed 147 genes significantly associated with broad depression in the total sample, 64 in the females and 53 in the males. Gene-based analysis revealed “Regulation of Gene Expression” as a common biological process, but suggested sex-specific molecular mechanisms. Finally, sex-specific polygenic risk scores (PRSs) for broad depression outperformed total and the opposite sex PRSs in the prediction of broad major depressive disorder. These findings provide evidence for sex-dependent genetic pathways for clinical depression as well as for health conditions comorbid with depression. Nature Publishing Group UK 2023-02-07 2023 /pmc/articles/PMC10611579/ /pubmed/36750733 http://dx.doi.org/10.1038/s41380-023-01960-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Silveira, Patrícia Pelufo
Pokhvisneva, Irina
Howard, David M.
Meaney, Michael J.
A sex-specific genome-wide association study of depression phenotypes in UK Biobank
title A sex-specific genome-wide association study of depression phenotypes in UK Biobank
title_full A sex-specific genome-wide association study of depression phenotypes in UK Biobank
title_fullStr A sex-specific genome-wide association study of depression phenotypes in UK Biobank
title_full_unstemmed A sex-specific genome-wide association study of depression phenotypes in UK Biobank
title_short A sex-specific genome-wide association study of depression phenotypes in UK Biobank
title_sort sex-specific genome-wide association study of depression phenotypes in uk biobank
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611579/
https://www.ncbi.nlm.nih.gov/pubmed/36750733
http://dx.doi.org/10.1038/s41380-023-01960-0
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