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Polygenic Scores for Plasticity: A New Tool for Studying Gene--Environment Interplay.
- Source :
- Demography (Duke University Press); Jun2022, Vol. 59 Issue 3, p1045-1070, 26p
- Publication Year :
- 2022
-
Abstract
- Fertility, health, education, and other out comes of interest to demographers are the product of an individual's genetic makeup and their social environment. Yet, gene x environment (GxE) research deploys a limited toolkit on the genetic side to study the gene--environment interplay, relying on polygenic scores (PGSs) that reflect the influence of genetics on levels of an out come. In this article, we develop a genetic summary measure better suited for GxE research: variance poly genic scores (vPGSs), which are PGSs that reflect genetic contributions to plasticity in out comes. First, we use the UK Biobank (N ~ 408,000 in the analytic sample) and the Health and Retirement Study (N ~ 5,700 in the analytic sample) to compare four approaches to constructing PGSs for plasticity. The results show that widely used methods for discovering which genetic variants affect out come variability fail to serve as distinctive new tools for GxE. Second, using the PGSs that do capture distinctive genetic contributions to plasticity, we analyze heterogeneous effects of a UK education reform on health and educational attainment. The results show the properties of a useful new tool for population scientists studying the interplay of nature and nurture and for population-based studies that are releasing PGSs to applied researchers. [ABSTRACT FROM AUTHOR]
- Subjects :
- GENETIC variation
EDUCATIONAL change
HEALTH care reform
GENES
EDUCATIONAL attainment
Subjects
Details
- Language :
- English
- ISSN :
- 00703370
- Volume :
- 59
- Issue :
- 3
- Database :
- Complementary Index
- Journal :
- Demography (Duke University Press)
- Publication Type :
- Academic Journal
- Accession number :
- 159068321
- Full Text :
- https://doi.org/10.1215/00703370-9957418