Evaluating risk for alcohol use disorder: Polygenic risk scores and family history

被引:16
|
作者
Lai, Dongbing [1 ]
Johnson, Emma C. [2 ]
Colbert, Sarah [2 ]
Pandey, Gayathri [3 ]
Chan, Grace [4 ,5 ]
Bauer, Lance [4 ]
Francis, Meredith W. [6 ]
Hesselbrock, Victor [4 ]
Kamarajan, Chella [3 ]
Kramer, John [5 ]
Kuang, Weipeng [3 ]
Kuo, Sally [7 ]
Kuperman, Samuel [5 ]
Liu, Yunlong [1 ]
McCutcheon, Vivia [2 ]
Pang, Zhiping [8 ]
Plawecki, Martin H. [9 ]
Schuckit, Marc [10 ]
Tischfield, Jay [11 ]
Wetherill, Leah [1 ]
Zang, Yong [12 ]
Edenberg, Howard J. [1 ,13 ]
Porjesz, Bernice [3 ]
Agrawal, Arpana [2 ]
Foroud, Tatiana [1 ]
机构
[1] Indiana Univ Sch Med, Dept Med & Mol Genet, 410 W 10th St,HS 4000, Indianapolis, IN 46202 USA
[2] Washington Univ, Sch Med, Dept Psychiat, St Louis, MO 63110 USA
[3] SUNY Downstate Med Ctr, Dept Psychiat, Henri Begleiter Neurodynam Lab, Brooklyn, NY 11203 USA
[4] Univ Connecticut, Dept Psychiat, Sch Med, Farmington, CT 06107 USA
[5] Univ Iowa, Dept Psychiat, Roy J & Lucille A Carver Coll Med, Iowa City, IA 52242 USA
[6] Washington Univ, Sch Med, Brown Sch Social Work, St Louis, MO USA
[7] Virginia Commonwealth Univ, Dept Psychol, Box 2018, Richmond, VA 23284 USA
[8] Rutgers Robert Wood Johnson Med Sch, Child Hlth Inst New Jersey, Dept Neurosci & Cell Biol, New Brunswick, NJ USA
[9] Indiana Univ Sch Med, Dept Psychiat, Indianapolis, IN 46202 USA
[10] Univ Calif San Diego, Dept Psychiat, Med Sch, San Diego, CA 92103 USA
[11] Rutgers State Univ, Human Genet Inst New Jersey, Dept Genet, Piscataway, NJ USA
[12] Indiana Univ Sch Med, Dept Biostat & Hlth Data Sci, Indianapolis, IN 46202 USA
[13] Indiana Univ Sch Med, Dept Biochem & Mol Biol, Indianapolis, IN 46202 USA
来源
关键词
alcohol use disorders; DSM-5 alcohol use disorder diagnostic criterion count; family history of AUD; polygenic risk scores; PROBLEM DRINKING; PRIMARY-CARE; DEPENDENCE; ASSOCIATION; PREVENTION; ONSET; HERITABILITY; METAANALYSIS; CONSUMPTION; PREDICTION;
D O I
10.1111/acer.14772
中图分类号
R194 [卫生标准、卫生检查、医药管理];
学科分类号
摘要
Background Early identification of individuals at high risk for alcohol use disorder (AUD) coupled with prompt interventions could reduce the incidence of AUD. In this study, we investigated whether Polygenic Risk Scores (PRS) can be used to evaluate the risk for AUD and AUD severity (as measured by the number of DSM-5 AUD diagnostic criteria met) and compared their performance with a measure of family history of AUD. Methods We studied individuals of European ancestry from the Collaborative Study on the Genetics of Alcoholism (COGA). DSM-5 diagnostic criteria were available for 7203 individuals, of whom 3451 met criteria for DSM-IV alcohol dependence or DSM-5 AUD and 1616 were alcohol-exposed controls aged >= 21 years with no history of AUD or drug dependence. Further, 4842 individuals had a positive first-degree family history of AUD (FH+), 2722 had an unknown family history (FH?), and 336 had a negative family history (FH-). PRS were derived from a meta-analysis of a genome-wide association study of AUD from the Million Veteran Program and scores from the problem subscale of the Alcohol Use Disorders Identification Test in the UK Biobank. We used mixed models to test the association between PRS and risk for AUD and AUD severity. Results AUD cases had higher PRS than controls with PRS increasing as the number of DSM-5 diagnostic criteria increased (p-values <= 1.85E(-05)) in the full COGA sample, the FH+ subsample, and the FH? subsample. Individuals in the top decile of PRS had odds ratios (OR) for developing AUD of 1.96 (95% CI: 1.54 to 2.51, p-value = 7.57E(-08)) and 1.86 (95% CI: 1.35 to 2.56, p-value = 1.32E(-04)) in the full sample and the FH+ subsample, respectively. These values are comparable to previously reported ORs for a first-degree family history (1.91 to 2.38) estimated from national surveys. PRS were also significantly associated with the DSM-5 AUD diagnostic criterion count in the full sample, the FH+ subsample, and the FH? subsample (p-values <= 6.7E(-11)). PRS remained significantly associated with AUD and AUD severity after accounting for a family history of AUD (p-values <= 6.8E(-10)). Conclusions Both PRS and family history were associated with AUD and AUD severity, indicating that these risk measures assess distinct aspects of liability to AUD traits.
引用
收藏
页码:374 / 383
页数:10
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