Polygenic contributions to alcohol use and alcohol use disorders across population-based and clinically ascertained samples

dc.contributor.authorJohnson, Emma C.
dc.contributor.authorSanchez-Roige, Sandra
dc.contributor.authorAcion, Laura
dc.contributor.authorAdams, Mark J.
dc.contributor.authorBucholz, Kathleen K.
dc.contributor.authorChan, Grace
dc.contributor.authorChao, Michael J.
dc.contributor.authorChorlian, David B.
dc.contributor.authorDick, Danielle M.
dc.contributor.authorEdenberg, Howard J.
dc.contributor.authorForoud, Tatiana
dc.contributor.authorHayward, Caroline
dc.contributor.authorHeron, Jon
dc.contributor.authorHesselbrock, Victor
dc.contributor.authorHickman, Matthew
dc.contributor.authorKendler, Kenneth S.
dc.contributor.authorKinreich, Sivan
dc.contributor.authorKramer, John
dc.contributor.authorKuo, Sally I-Chun
dc.contributor.authorKuperman, Samuel
dc.contributor.authorLai, Dongbing
dc.contributor.authorMcIntosh, Andrew M.
dc.contributor.authorMeyers, Jacquelyn L.
dc.contributor.authorPlawecki, Martin H.
dc.contributor.authorPorjesz, Bernice
dc.contributor.authorPorteous, David
dc.contributor.authorSchuckit, Marc A.
dc.contributor.authorSu, Jinni
dc.contributor.authorZang, Yong
dc.contributor.authorPalmer, Abraham A.
dc.contributor.authorAgrawal, Arpana
dc.contributor.authorClarke, Toni-Kim
dc.contributor.authorEdwards, Alexis C.
dc.contributor.departmentBiochemistry and Molecular Biology, School of Medicine
dc.date.accessioned2023-06-27T16:42:44Z
dc.date.available2023-06-27T16:42:44Z
dc.date.issued2021
dc.description.abstractBackground: Studies suggest that alcohol consumption and alcohol use disorders have distinct genetic backgrounds. Methods: We examined whether polygenic risk scores (PRS) for consumption and problem subscales of the Alcohol Use Disorders Identification Test (AUDIT-C, AUDIT-P) in the UK Biobank (UKB; N = 121 630) correlate with alcohol outcomes in four independent samples: an ascertained cohort, the Collaborative Study on the Genetics of Alcoholism (COGA; N = 6850), and population-based cohorts: Avon Longitudinal Study of Parents and Children (ALSPAC; N = 5911), Generation Scotland (GS; N = 17 461), and an independent subset of UKB (N = 245 947). Regression models and survival analyses tested whether the PRS were associated with the alcohol-related outcomes. Results: In COGA, AUDIT-P PRS was associated with alcohol dependence, AUD symptom count, maximum drinks (R2 = 0.47-0.68%, p = 2.0 × 10-8-1.0 × 10-10), and increased likelihood of onset of alcohol dependence (hazard ratio = 1.15, p = 4.7 × 10-8); AUDIT-C PRS was not an independent predictor of any phenotype. In ALSPAC, the AUDIT-C PRS was associated with alcohol dependence (R2 = 0.96%, p = 4.8 × 10-6). In GS, AUDIT-C PRS was a better predictor of weekly alcohol use (R2 = 0.27%, p = 5.5 × 10-11), while AUDIT-P PRS was more associated with problem drinking (R2 = 0.40%, p = 9.0 × 10-7). Lastly, AUDIT-P PRS was associated with ICD-based alcohol-related disorders in the UKB subset (R2 = 0.18%, p < 2.0 × 10-16). Conclusions: AUDIT-P PRS was associated with a range of alcohol-related phenotypes across population-based and ascertained cohorts, while AUDIT-C PRS showed less utility in the ascertained cohort. We show that AUDIT-P is genetically correlated with both use and misuse and demonstrate the influence of ascertainment schemes on PRS analyses.en_US
dc.eprint.versionAuthor's manuscripten_US
dc.identifier.citationJohnson EC, Sanchez-Roige S, Acion L, et al. Polygenic contributions to alcohol use and alcohol use disorders across population-based and clinically ascertained samples. Psychol Med. 2021;51(7):1147-1156. doi:10.1017/S0033291719004045en_US
dc.identifier.urihttps://hdl.handle.net/1805/33998
dc.language.isoen_USen_US
dc.publisherCambridge University Pressen_US
dc.relation.isversionof10.1017/S0033291719004045en_US
dc.relation.journalPsychological Medicineen_US
dc.rightsPublisher Policyen_US
dc.sourcePMCen_US
dc.subjectAlcohol consumptionen_US
dc.subjectAlcohol dependenceen_US
dc.subjectAlcohol use disorderen_US
dc.subjectGeneticsen_US
dc.subjectPolygenic risk scoreen_US
dc.titlePolygenic contributions to alcohol use and alcohol use disorders across population-based and clinically ascertained samplesen_US
dc.typeArticleen_US
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