TY - JOUR
T1 - Parsing genetically influenced risk pathways
T2 - genetic loci impact problematic alcohol use via externalizing and specific risk
AU - COGA Collaborators
AU - Barr, Peter B.
AU - Mallard, Travis T.
AU - Sanchez-Roige, Sandra
AU - Poore, Holly E.
AU - Linnér, Richard Karlsson
AU - Porjesz, Bernice
AU - Hesselbrock, Victor
AU - Foroud, Tatiana
AU - Agrawal, Arpana
AU - Dick, Danielle
AU - Edenberg, Howard J.
AU - Nurrnberger, John
AU - Liu, Yunlong
AU - Kuperman, Samuel
AU - Kramer, John
AU - Meyers, Jacquelyn
AU - Kamarajan, Chella
AU - Pandey, Ashwini
AU - Bierut, Laura
AU - Rice, John
AU - Bucholz, Kathleen
AU - Schuckit, Marc
AU - Tischfield, Jay
AU - Hart, Ronald
AU - Salvatore, Jessica
AU - Almasy, Laura
AU - Goate, Alison
AU - Kapoor, Manav
AU - Slesinger, Paul
AU - Scott, Denise
AU - Bauer, Lance
AU - Wetherill, Leah
AU - Xuei, Xiaolong
AU - Lai, Dongbing
AU - O’Connor, Sean
AU - Plawecki, Martin
AU - Acion, Laura
AU - Chan, Grace
AU - Chorlian, David B.
AU - Zhang, Jian
AU - Kinreich, Sivan
AU - Pandey, Gayathri
AU - Chao, Michael
AU - Anokhin, Andrey
AU - McCutcheon, Vivia
AU - Saccone, Scott
AU - Aliev, Fazil
AU - Chin, Hemin
AU - Parsian, Abbas
AU - Waldman, Irwin D.
AU - Palmer, Abraham A.
AU - Harden, K. Paige
AU - Dick, Danielle M.
N1 - Publisher Copyright:
© 2022, The Author(s).
PY - 2022/12
Y1 - 2022/12
N2 - Genome-wide association studies (GWAS) identify genetic variants associated with a trait, regardless of how those variants are associated with the outcome. Characterizing whether variants for psychiatric outcomes operate via specific versus general pathways provides more informative measures of genetic risk. In the current analysis, we used multivariate GWAS to tease apart variants associated with problematic alcohol use (ALCP-total) through either a shared risk for externalizing (EXT) or a problematic alcohol use-specific risk (ALCP-specific). SNPs associated with ALCP-specific were primarily related to alcohol metabolism. Genetic correlations showed ALCP-specific was predominantly associated with alcohol use and other forms of psychopathology, but not other forms of substance use. Polygenic scores for ALCP-total were associated with multiple forms of substance use, but polygenic scores for ALCP-specific were only associated with alcohol phenotypes. Polygenic scores for both ALCP-specific and EXT show different patterns of associations with alcohol misuse across development. Our results demonstrate that focusing on both shared and specific risk can better characterize pathways of risk for substance use disorders. Parsing risk pathways will become increasingly relevant as genetic information is incorporated into clinical practice.
AB - Genome-wide association studies (GWAS) identify genetic variants associated with a trait, regardless of how those variants are associated with the outcome. Characterizing whether variants for psychiatric outcomes operate via specific versus general pathways provides more informative measures of genetic risk. In the current analysis, we used multivariate GWAS to tease apart variants associated with problematic alcohol use (ALCP-total) through either a shared risk for externalizing (EXT) or a problematic alcohol use-specific risk (ALCP-specific). SNPs associated with ALCP-specific were primarily related to alcohol metabolism. Genetic correlations showed ALCP-specific was predominantly associated with alcohol use and other forms of psychopathology, but not other forms of substance use. Polygenic scores for ALCP-total were associated with multiple forms of substance use, but polygenic scores for ALCP-specific were only associated with alcohol phenotypes. Polygenic scores for both ALCP-specific and EXT show different patterns of associations with alcohol misuse across development. Our results demonstrate that focusing on both shared and specific risk can better characterize pathways of risk for substance use disorders. Parsing risk pathways will become increasingly relevant as genetic information is incorporated into clinical practice.
UR - http://www.scopus.com/inward/record.url?scp=85139229245&partnerID=8YFLogxK
U2 - 10.1038/s41398-022-02171-x
DO - 10.1038/s41398-022-02171-x
M3 - Article
C2 - 36180423
AN - SCOPUS:85139229245
SN - 2158-3188
VL - 12
JO - Translational psychiatry
JF - Translational psychiatry
IS - 1
M1 - 420
ER -