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Interactions between Polygenic Scores and Environments: Methodological and Conceptual Challenges

Interest in the study of gene–environment interaction has recently grown due to the sudden availability of molecular genetic data—in particular, polygenic scores—in many long-running longitudinal studies. Identifying and estimating statistical interactions comes with several analytic and inferential...

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Detalles Bibliográficos
Autores principales: Domingue, Benjamin W., Trejo, Sam, Armstrong-Carter, Emma, Tucker-Drob, Elliot M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9455807/
https://www.ncbi.nlm.nih.gov/pubmed/36091972
http://dx.doi.org/10.15195/v7.a19
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author Domingue, Benjamin W.
Trejo, Sam
Armstrong-Carter, Emma
Tucker-Drob, Elliot M.
author_facet Domingue, Benjamin W.
Trejo, Sam
Armstrong-Carter, Emma
Tucker-Drob, Elliot M.
author_sort Domingue, Benjamin W.
collection PubMed
description Interest in the study of gene–environment interaction has recently grown due to the sudden availability of molecular genetic data—in particular, polygenic scores—in many long-running longitudinal studies. Identifying and estimating statistical interactions comes with several analytic and inferential challenges; these challenges are heightened when used to integrate observational genomic and social science data. We articulate some of these key challenges, provide new perspectives on the study of gene–environment interactions, and end by offering some practical guidance for conducting research in this area. Given the sudden availability of well-powered polygenic scores, we anticipate a substantial increase in research testing for interaction between such scores and environments. The issues we discuss, if not properly addressed, may impact the enduring scientific value of gene–environment interaction studies.
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spelling pubmed-94558072022-09-08 Interactions between Polygenic Scores and Environments: Methodological and Conceptual Challenges Domingue, Benjamin W. Trejo, Sam Armstrong-Carter, Emma Tucker-Drob, Elliot M. Sociol Sci Article Interest in the study of gene–environment interaction has recently grown due to the sudden availability of molecular genetic data—in particular, polygenic scores—in many long-running longitudinal studies. Identifying and estimating statistical interactions comes with several analytic and inferential challenges; these challenges are heightened when used to integrate observational genomic and social science data. We articulate some of these key challenges, provide new perspectives on the study of gene–environment interactions, and end by offering some practical guidance for conducting research in this area. Given the sudden availability of well-powered polygenic scores, we anticipate a substantial increase in research testing for interaction between such scores and environments. The issues we discuss, if not properly addressed, may impact the enduring scientific value of gene–environment interaction studies. 2020-09 2020-09-21 /pmc/articles/PMC9455807/ /pubmed/36091972 http://dx.doi.org/10.15195/v7.a19 Text en https://creativecommons.org/licenses/by/4.0/This open-access article has been published under a Creative Commons Attribution License, which allows unrestricted use, distribution and reproduction, in any form, as long as the original author and source have been credited.
spellingShingle Article
Domingue, Benjamin W.
Trejo, Sam
Armstrong-Carter, Emma
Tucker-Drob, Elliot M.
Interactions between Polygenic Scores and Environments: Methodological and Conceptual Challenges
title Interactions between Polygenic Scores and Environments: Methodological and Conceptual Challenges
title_full Interactions between Polygenic Scores and Environments: Methodological and Conceptual Challenges
title_fullStr Interactions between Polygenic Scores and Environments: Methodological and Conceptual Challenges
title_full_unstemmed Interactions between Polygenic Scores and Environments: Methodological and Conceptual Challenges
title_short Interactions between Polygenic Scores and Environments: Methodological and Conceptual Challenges
title_sort interactions between polygenic scores and environments: methodological and conceptual challenges
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9455807/
https://www.ncbi.nlm.nih.gov/pubmed/36091972
http://dx.doi.org/10.15195/v7.a19
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