Interactions between Polygenic Scores and Environments: Methodological and Conceptual Challenges.

IF 2.7 2区 社会学 Q1 SOCIOLOGY Sociological Science Pub Date : 2020-09-01 Epub Date: 2020-09-21 DOI:10.15195/v7.a19
Benjamin W Domingue, Sam Trejo, Emma Armstrong-Carter, Elliot M Tucker-Drob
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Abstract

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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多基因分数与环境之间的相互作用:方法和概念上的挑战。
最近,由于许多长期纵向研究中突然出现了分子遗传数据,特别是多基因评分,人们对基因与环境相互作用研究的兴趣与日俱增。识别和估算统计交互作用会遇到一些分析和推论方面的挑战;当用于整合观察性基因组数据和社会科学数据时,这些挑战会更加严峻。我们阐述了其中的一些关键挑战,为基因-环境相互作用的研究提供了新的视角,并在最后为开展该领域的研究提供了一些实用指导。由于突然出现了幂效良好的多基因评分,我们预计测试此类评分与环境之间相互作用的研究将大幅增加。我们所讨论的问题如果得不到妥善解决,可能会影响基因-环境相互作用研究的持久科学价值。
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来源期刊
Sociological Science
Sociological Science Social Sciences-Social Sciences (all)
CiteScore
4.90
自引率
2.90%
发文量
13
审稿时长
6 weeks
期刊介绍: Sociological Science is an open-access, online, peer-reviewed, international journal for social scientists committed to advancing a general understanding of social processes. Sociological Science welcomes original research and commentary from all subfields of sociology, and does not privilege any particular theoretical or methodological approach.
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