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Genome-wide gene-environment interactions in neuroticism: an exploratory study across 25 environments

Gene-environment interactions (GxE) are often suggested to play an important role in the aetiology of psychiatric phenotypes, yet so far, only a handful of genome-wide environment interaction studies (GWEIS) of psychiatric phenotypes have been conducted. Representing the most comprehensive effort of...

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Autores principales: Werme, Josefin, van der Sluis, Sophie, Posthuma, Danielle, de Leeuw, Christiaan A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7985503/
https://www.ncbi.nlm.nih.gov/pubmed/33753719
http://dx.doi.org/10.1038/s41398-021-01288-9
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author Werme, Josefin
van der Sluis, Sophie
Posthuma, Danielle
de Leeuw, Christiaan A.
author_facet Werme, Josefin
van der Sluis, Sophie
Posthuma, Danielle
de Leeuw, Christiaan A.
author_sort Werme, Josefin
collection PubMed
description Gene-environment interactions (GxE) are often suggested to play an important role in the aetiology of psychiatric phenotypes, yet so far, only a handful of genome-wide environment interaction studies (GWEIS) of psychiatric phenotypes have been conducted. Representing the most comprehensive effort of its kind to date, we used data from the UK Biobank to perform a series of GWEIS for neuroticism across 25 broadly conceptualised environmental risk factors (trauma, social support, drug use, physical health). We investigated interactions on the level of SNPs, genes, and gene-sets, and computed interaction-based polygenic risk scores (PRS) to predict neuroticism in an independent sample subset (N = 10,000). We found that the predictive ability of the interaction-based PRSs did not significantly improve beyond that of a traditional PRS based on SNP main effects from GWAS, but detected one variant and two gene-sets showing significant interaction signal after correction for the number of analysed environments. This study illustrates the possibilities and limitations of a comprehensive GWEIS in currently available sample sizes.
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spelling pubmed-79855032021-04-16 Genome-wide gene-environment interactions in neuroticism: an exploratory study across 25 environments Werme, Josefin van der Sluis, Sophie Posthuma, Danielle de Leeuw, Christiaan A. Transl Psychiatry Article Gene-environment interactions (GxE) are often suggested to play an important role in the aetiology of psychiatric phenotypes, yet so far, only a handful of genome-wide environment interaction studies (GWEIS) of psychiatric phenotypes have been conducted. Representing the most comprehensive effort of its kind to date, we used data from the UK Biobank to perform a series of GWEIS for neuroticism across 25 broadly conceptualised environmental risk factors (trauma, social support, drug use, physical health). We investigated interactions on the level of SNPs, genes, and gene-sets, and computed interaction-based polygenic risk scores (PRS) to predict neuroticism in an independent sample subset (N = 10,000). We found that the predictive ability of the interaction-based PRSs did not significantly improve beyond that of a traditional PRS based on SNP main effects from GWAS, but detected one variant and two gene-sets showing significant interaction signal after correction for the number of analysed environments. This study illustrates the possibilities and limitations of a comprehensive GWEIS in currently available sample sizes. Nature Publishing Group UK 2021-03-22 /pmc/articles/PMC7985503/ /pubmed/33753719 http://dx.doi.org/10.1038/s41398-021-01288-9 Text en © The Author(s) 2021, corrected publication 2022 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
Werme, Josefin
van der Sluis, Sophie
Posthuma, Danielle
de Leeuw, Christiaan A.
Genome-wide gene-environment interactions in neuroticism: an exploratory study across 25 environments
title Genome-wide gene-environment interactions in neuroticism: an exploratory study across 25 environments
title_full Genome-wide gene-environment interactions in neuroticism: an exploratory study across 25 environments
title_fullStr Genome-wide gene-environment interactions in neuroticism: an exploratory study across 25 environments
title_full_unstemmed Genome-wide gene-environment interactions in neuroticism: an exploratory study across 25 environments
title_short Genome-wide gene-environment interactions in neuroticism: an exploratory study across 25 environments
title_sort genome-wide gene-environment interactions in neuroticism: an exploratory study across 25 environments
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7985503/
https://www.ncbi.nlm.nih.gov/pubmed/33753719
http://dx.doi.org/10.1038/s41398-021-01288-9
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