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Methylome-wide association study of antidepressant use in Generation Scotland and the Netherlands Twin Register implicates the innate immune system
Antidepressants are an effective treatment for major depressive disorder (MDD), although individual response is unpredictable and highly variable. Whilst the mode of action of antidepressants is incompletely understood, many medications are associated with changes in DNA methylation in genes that ar...
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/PMC9095457/ https://www.ncbi.nlm.nih.gov/pubmed/34880450 http://dx.doi.org/10.1038/s41380-021-01412-7 |
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author | Barbu, Miruna C. Huider, Floris Campbell, Archie Amador, Carmen Adams, Mark J. Lynall, Mary-Ellen Howard, David M. Walker, Rosie M. Morris, Stewart W. Van Dongen, Jenny Porteous, David J. Evans, Kathryn L. Bullmore, Edward Willemsen, Gonneke Boomsma, Dorret I. Whalley, Heather C. McIntosh, Andrew M. |
author_facet | Barbu, Miruna C. Huider, Floris Campbell, Archie Amador, Carmen Adams, Mark J. Lynall, Mary-Ellen Howard, David M. Walker, Rosie M. Morris, Stewart W. Van Dongen, Jenny Porteous, David J. Evans, Kathryn L. Bullmore, Edward Willemsen, Gonneke Boomsma, Dorret I. Whalley, Heather C. McIntosh, Andrew M. |
author_sort | Barbu, Miruna C. |
collection | PubMed |
description | Antidepressants are an effective treatment for major depressive disorder (MDD), although individual response is unpredictable and highly variable. Whilst the mode of action of antidepressants is incompletely understood, many medications are associated with changes in DNA methylation in genes that are plausibly linked to their mechanisms. Studies of DNA methylation may therefore reveal the biological processes underpinning the efficacy and side effects of antidepressants. We performed a methylome-wide association study (MWAS) of self-reported antidepressant use accounting for lifestyle factors and MDD in Generation Scotland (GS:SFHS, N = 6428, EPIC array) and the Netherlands Twin Register (NTR, N = 2449, 450 K array) and ran a meta-analysis of antidepressant use across these two cohorts. We found ten CpG sites significantly associated with self-reported antidepressant use in GS:SFHS, with the top CpG located within a gene previously associated with mental health disorders, ATP6V1B2 (β = −0.055, p(corrected) = 0.005). Other top loci were annotated to genes including CASP10, TMBIM1, MAPKAPK3, and HEBP2, which have previously been implicated in the innate immune response. Next, using penalised regression, we trained a methylation-based score of self-reported antidepressant use in a subset of 3799 GS:SFHS individuals that predicted antidepressant use in a second subset of GS:SFHS (N = 3360, β = 0.377, p = 3.12 × 10(−11), R(2) = 2.12%). In an MWAS analysis of prescribed selective serotonin reuptake inhibitors, we showed convergent findings with those based on self-report. In NTR, we did not find any CpGs significantly associated with antidepressant use. The meta-analysis identified the two CpGs of the ten above that were common to the two arrays used as being significantly associated with antidepressant use, although the effect was in the opposite direction for one of them. Antidepressants were associated with epigenetic alterations in loci previously associated with mental health disorders and the innate immune system. These changes predicted self-reported antidepressant use in a subset of GS:SFHS and identified processes that may be relevant to our mechanistic understanding of clinically relevant antidepressant drug actions and side effects. |
format | Online Article Text |
id | pubmed-9095457 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-90954572022-05-13 Methylome-wide association study of antidepressant use in Generation Scotland and the Netherlands Twin Register implicates the innate immune system Barbu, Miruna C. Huider, Floris Campbell, Archie Amador, Carmen Adams, Mark J. Lynall, Mary-Ellen Howard, David M. Walker, Rosie M. Morris, Stewart W. Van Dongen, Jenny Porteous, David J. Evans, Kathryn L. Bullmore, Edward Willemsen, Gonneke Boomsma, Dorret I. Whalley, Heather C. McIntosh, Andrew M. Mol Psychiatry Article Antidepressants are an effective treatment for major depressive disorder (MDD), although individual response is unpredictable and highly variable. Whilst the mode of action of antidepressants is incompletely understood, many medications are associated with changes in DNA methylation in genes that are plausibly linked to their mechanisms. Studies of DNA methylation may therefore reveal the biological processes underpinning the efficacy and side effects of antidepressants. We performed a methylome-wide association study (MWAS) of self-reported antidepressant use accounting for lifestyle factors and MDD in Generation Scotland (GS:SFHS, N = 6428, EPIC array) and the Netherlands Twin Register (NTR, N = 2449, 450 K array) and ran a meta-analysis of antidepressant use across these two cohorts. We found ten CpG sites significantly associated with self-reported antidepressant use in GS:SFHS, with the top CpG located within a gene previously associated with mental health disorders, ATP6V1B2 (β = −0.055, p(corrected) = 0.005). Other top loci were annotated to genes including CASP10, TMBIM1, MAPKAPK3, and HEBP2, which have previously been implicated in the innate immune response. Next, using penalised regression, we trained a methylation-based score of self-reported antidepressant use in a subset of 3799 GS:SFHS individuals that predicted antidepressant use in a second subset of GS:SFHS (N = 3360, β = 0.377, p = 3.12 × 10(−11), R(2) = 2.12%). In an MWAS analysis of prescribed selective serotonin reuptake inhibitors, we showed convergent findings with those based on self-report. In NTR, we did not find any CpGs significantly associated with antidepressant use. The meta-analysis identified the two CpGs of the ten above that were common to the two arrays used as being significantly associated with antidepressant use, although the effect was in the opposite direction for one of them. Antidepressants were associated with epigenetic alterations in loci previously associated with mental health disorders and the innate immune system. These changes predicted self-reported antidepressant use in a subset of GS:SFHS and identified processes that may be relevant to our mechanistic understanding of clinically relevant antidepressant drug actions and side effects. Nature Publishing Group UK 2021-12-08 2022 /pmc/articles/PMC9095457/ /pubmed/34880450 http://dx.doi.org/10.1038/s41380-021-01412-7 Text en © The Author(s) 2021 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 Barbu, Miruna C. Huider, Floris Campbell, Archie Amador, Carmen Adams, Mark J. Lynall, Mary-Ellen Howard, David M. Walker, Rosie M. Morris, Stewart W. Van Dongen, Jenny Porteous, David J. Evans, Kathryn L. Bullmore, Edward Willemsen, Gonneke Boomsma, Dorret I. Whalley, Heather C. McIntosh, Andrew M. Methylome-wide association study of antidepressant use in Generation Scotland and the Netherlands Twin Register implicates the innate immune system |
title | Methylome-wide association study of antidepressant use in Generation Scotland and the Netherlands Twin Register implicates the innate immune system |
title_full | Methylome-wide association study of antidepressant use in Generation Scotland and the Netherlands Twin Register implicates the innate immune system |
title_fullStr | Methylome-wide association study of antidepressant use in Generation Scotland and the Netherlands Twin Register implicates the innate immune system |
title_full_unstemmed | Methylome-wide association study of antidepressant use in Generation Scotland and the Netherlands Twin Register implicates the innate immune system |
title_short | Methylome-wide association study of antidepressant use in Generation Scotland and the Netherlands Twin Register implicates the innate immune system |
title_sort | methylome-wide association study of antidepressant use in generation scotland and the netherlands twin register implicates the innate immune system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9095457/ https://www.ncbi.nlm.nih.gov/pubmed/34880450 http://dx.doi.org/10.1038/s41380-021-01412-7 |
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