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DSM-5 cannabis use disorder: A phenotypic and genomic perspective

  • Arpana Agrawal
  • , Michael T. Lynskey
  • , Kathleen K. Bucholz
  • , Manav Kapoor
  • , Laura Almasy
  • , Danielle M. Dick
  • , Howard J. Edenberg
  • , Tatiana Foroud
  • , Alison Goate
  • , Dana B. Hancock
  • , Sarah Hartz
  • , Eric O. Johnson
  • , Victor Hesselbrock
  • , John R. Kramer
  • , Samuel Kuperman
  • , John I. Nurnberger
  • , Marc Schuckit
  • , Laura J. Bierut

Research output: Contribution to journalArticlepeer-review

Abstract

Background: We explore the factor structure of DSM-5 cannabis use disorders, examine its prevalence across European- and African-American respondents as well as its genetic underpinnings, utilizing data from a genome-wide study of single nucleotide polymorphisms (SNPs). We also estimate the heritability of DSM-5 cannabis use disorders explained by these common SNPs. Methods: Data on 3053 subjects reporting a lifetime history of cannabis use were utilized. Exploratory and confirmatory factor analyses were conducted to create a factor score, which was used in a genome-wide association analysis. p-values from the single SNP analysis were examined for evidence of gene-based association. The aggregate effect of all SNPs was also estimated using Genome-Wide Complex Traits Analysis. Results: The unidimensionality of DSM-5 cannabis use disorder criteria was demonstrated. Comparing DSM-IV to DSM-5, a decrease in prevalence of cannabis use disorders was only noted in European-American respondents and was exceedingly modest. For the DSM-5 cannabis use disorders factor score, no SNP surpassed the genome-wide significance testing threshold. However, in the European-American subsample, gene-based association testing resulted in significant associations in 3 genes (C17orf58, BPTF and PPM1D) on chromosome 17q24. In aggregate, 21% of the variance in DSM-5 cannabis use disorders was explained by the genome-wide SNPs; however, this estimate was not statistically significant. Conclusions: DSM-5 cannabis use disorder represents a unidimensional construct, the prevalence of which is only modestly elevated above the DSM-IV version. Considerably larger sample sizes will be required to identify individual SNPs associated with cannabis use disorders and unequivocally establish its polygenic underpinnings.

Original languageEnglish
Pages (from-to)362-369
Number of pages8
JournalDrug and Alcohol Dependence
Volume134
Issue number1
DOIs
StatePublished - Jan 1 2014

Keywords

  • Association
  • Cannabis
  • DSM-5
  • GWAS
  • Genetics
  • Heritability

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