TY - JOUR
T1 - Multi-omics integration analysis identifies novel genes for alcoholism with potential overlap with neurodegenerative diseases
AU - The Collaborative Study on the Genetics of Alcoholism (COGA)
AU - Kapoor, Manav
AU - Chao, Michael J.
AU - Johnson, Emma C.
AU - Novikova, Gloriia
AU - Lai, Dongbing
AU - Meyers, Jacquelyn L.
AU - Schulman, Jessica
AU - Nurnberger, John I.
AU - Porjesz, Bernice
AU - Liu, Yunlong
AU - Hesselbrock, Victor
AU - Kuperman, Samual
AU - Kramer, John
AU - Kamarajan, Chella
AU - Pandey, Ashwini
AU - Bierut, Laura
AU - Rice, John P.
AU - Bucholz, Kathleen K.
AU - Schuckit, Marc
AU - Tischfield, Jay
AU - Brooks, Andrew
AU - Hart, Ronald P.
AU - Almasy, Laura
AU - Dick, Danielle
AU - Salvatore, Jessica
AU - Slesinger, Paul
AU - Foroud, Tatiana
AU - Edenberg, Howard J.
AU - Marcora, Edoardo
AU - Agrawal, Arpana
AU - Goate, Alison
N1 - Publisher Copyright:
© 2021, The Author(s).
PY - 2021/12/1
Y1 - 2021/12/1
N2 - Identification of causal variants and genes underlying genome-wide association study (GWAS) loci is essential to understand the biology of alcohol use disorder (AUD) and drinks per week (DPW). Multi-omics integration approaches have shown potential for fine mapping complex loci to obtain biological insights to disease mechanisms. In this study, we use multi-omics approaches, to fine-map AUD and DPW associations at single SNP resolution to demonstrate that rs56030824 on chromosome 11 significantly reduces SPI1 mRNA expression in myeloid cells and lowers risk for AUD and DPW. Our analysis also identifies MAPT as a candidate causal gene specifically associated with DPW. Genes prioritized in this study show overlap with causal genes associated with neurodegenerative disorders. Multi-omics integration analyses highlight, genetic similarities and differences between alcohol intake and disordered drinking, suggesting molecular heterogeneity that might inform future targeted functional and cross-species studies.
AB - Identification of causal variants and genes underlying genome-wide association study (GWAS) loci is essential to understand the biology of alcohol use disorder (AUD) and drinks per week (DPW). Multi-omics integration approaches have shown potential for fine mapping complex loci to obtain biological insights to disease mechanisms. In this study, we use multi-omics approaches, to fine-map AUD and DPW associations at single SNP resolution to demonstrate that rs56030824 on chromosome 11 significantly reduces SPI1 mRNA expression in myeloid cells and lowers risk for AUD and DPW. Our analysis also identifies MAPT as a candidate causal gene specifically associated with DPW. Genes prioritized in this study show overlap with causal genes associated with neurodegenerative disorders. Multi-omics integration analyses highlight, genetic similarities and differences between alcohol intake and disordered drinking, suggesting molecular heterogeneity that might inform future targeted functional and cross-species studies.
UR - http://www.scopus.com/inward/record.url?scp=85114846343&partnerID=8YFLogxK
U2 - 10.1038/s41467-021-25392-y
DO - 10.1038/s41467-021-25392-y
M3 - Article
C2 - 34417470
AN - SCOPUS:85114846343
SN - 2041-1723
VL - 12
JO - Nature communications
JF - Nature communications
IS - 1
M1 - 5071
ER -