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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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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. |
format | Online Article Text |
id | pubmed-9455807 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
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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