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Educational Attainment Polygenic Scores: Examining Evidence for Gene-Environment Interplay with Adolescent Alcohol, Tobacco and Cannabis Use.

Christal N DavisIan R GizerLucía Colodro-CondeDixie J StathamNicholas G MartinWendy S Slutske
Published in: Twin research and human genetics : the official journal of the International Society for Twin Studies (2022)
Genes associated with educational attainment may be related to or interact with adolescent alcohol, tobacco and cannabis use. Potential gene-environment interplay between educational attainment polygenic scores (EA-PGS) and adolescent alcohol, tobacco, and cannabis use was evaluated with a series of regression models fitted to data from a sample of 1871 adult Australian twins. All models controlled for age, age<sup>2</sup>, cohort, sex and genetic ancestry as fixed effects, and a genetic relatedness matrix was included as a random effect. Although there was no evidence that adolescent alcohol, tobacco or cannabis use interacted with EA-PGS to influence educational attainment, there was a significant, positive gene-environment correlation with adolescent alcohol use at all PGS thresholds (<i>p</i>s &lt;.02). Higher EA-PGS were associated with an increased likelihood of using alcohol as an adolescent (Δ<i>R</i><sup>2</sup> ranged from 0.5% to 1.1%). The positive gene-environment correlation suggests a complex relationship between educational attainment and alcohol use that is due to common genetic factors.
Keyphrases
  • young adults
  • genome wide
  • copy number
  • mental health
  • childhood cancer
  • alcohol consumption
  • dna methylation
  • genome wide identification
  • machine learning
  • risk assessment
  • genome wide association study