Family-Based Association Analysis of Alcohol Dependence Criteria and Severity

Leah Wetherill, Manav Kapoor, Arpana Agrawal, Kathleen Bucholz, Daniel Koller, Sarah E. Bertelsen, Nhung Le, Jen Chyong Wang, Laura Almasy, Victor Hesselbrock, John Kramer, John I. Nurnberger, Marc Schuckit, Jay A. Tischfield, Xiaoling Xuei, Bernice Porjesz, Howard J. Edenberg, Alison M. Goate, Tatiana Foroud

Research output: Contribution to journalArticle

16 Scopus citations

Abstract

Background: Despite the high heritability of alcohol dependence (AD), the genes found to be associated with it account for only a small proportion of its total variability. The goal of this study was to identify and analyze phenotypes based on homogeneous classes of individuals to increase the power to detect genetic risk factors contributing to the risk of AD. Methods: The 7 individual DSM-IV criteria for AD were analyzed using latent class analysis (LCA) to identify classes defined by the pattern of endorsement of the criteria. A genome-wide association study was performed in 118 extended European American families (n = 2,322 individuals) densely affected with AD to identify genes associated with AD, with each of the 7 DSM-IV criteria, and with the probability of belonging to 2 of 3 latent classes. Results: Heritability for DSM-IV AD was 61% and ranged from 17 to 60% for the other phenotypes. A single nucleotide polymorphism (SNP) in the olfactory receptor OR51L1 was significantly associated (7.3 × 10-8) with the DSM-IV criterion of persistent desire to, or inability to, cut down on drinking. LCA revealed a 3-class model: the "low-risk" class (50%) rarely endorsed any criteria and none met criteria for AD; the "moderate-risk" class (33%) endorsed primarily 4 DSM-IV criteria and 48% met criteria for AD; and the "high-risk" class (17%) manifested high endorsement probabilities for most criteria and nearly all (99%) met criteria for AD. One SNP in a sodium leak channel NALCN demonstrated genome-wide significance with the high-risk class (p = 4.1 × 10-8). Analyses in an independent sample did not replicate these associations. Conclusions: We explored the genetic contribution to several phenotypes derived from the DSM-IV AD criteria. The strongest evidence of association was with SNPs in NALCN and OR51L1.

Original languageEnglish (US)
Pages (from-to)354-366
Number of pages13
JournalAlcoholism: Clinical and Experimental Research
Volume38
Issue number2
DOIs
StatePublished - Feb 2014
Externally publishedYes

Keywords

  • Alcohol Dependence Criteria
  • Family-Based Association
  • GWAS
  • Latent Class Analysis

ASJC Scopus subject areas

  • Medicine (miscellaneous)
  • Toxicology
  • Psychiatry and Mental health

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  • Cite this

    Wetherill, L., Kapoor, M., Agrawal, A., Bucholz, K., Koller, D., Bertelsen, S. E., Le, N., Wang, J. C., Almasy, L., Hesselbrock, V., Kramer, J., Nurnberger, J. I., Schuckit, M., Tischfield, J. A., Xuei, X., Porjesz, B., Edenberg, H. J., Goate, A. M., & Foroud, T. (2014). Family-Based Association Analysis of Alcohol Dependence Criteria and Severity. Alcoholism: Clinical and Experimental Research, 38(2), 354-366. https://doi.org/10.1111/acer.12251