Most genetic risk for cannabis use disorder overlaps with genes affecting opportunity and frequency of use
A twin study of 3,303 Australians found that cannabis use disorder is highly heritable (78%), but 83% of its genetic influences overlap with genes affecting the opportunity to use cannabis and frequency of use, with only 17% unique to the disorder itself.
Quick Facts
What This Study Found
Researchers used data from 3,303 Australian twins to decompose the genetic and environmental contributions to three stages of cannabis involvement: opportunity to use, frequency of use, and cannabis abuse/dependence.
All three stages were substantially heritable: opportunity (64%), frequency (74%), and abuse/dependence (78%). Shared environment played no significant role; the remaining variance was due to unique environmental factors.
Critically, there was extensive genetic overlap between stages. Opportunity shared 45% of its genetic influences with frequency of use. And of the genetic influences on cannabis abuse/dependence, only 17% were unique from those acting on opportunity and frequency.
This means that 83% of the genetic risk for developing a cannabis use disorder is the same genetic risk that determines whether someone has the opportunity to try cannabis and how often they use it. The disorder-specific genetics (vulnerability to lose control once using) accounts for a relatively small proportion.
Key Numbers
Heritability: opportunity 64%, frequency 74%, abuse/dependence 78%. Shared environment ~0 for all. Opportunity shares 45% of genetic influences with frequency. Only 17% of genetic influences on abuse/dependence are unique from those acting on opportunity and frequency.
How They Did This
Trivariate Cholesky decomposition in 3,303 Australian twins measuring age of onset of cannabis use opportunity, lifetime frequency of use, and lifetime DSM-IV cannabis abuse/dependence. Estimated additive genetic (A), shared environment (C), and unique environment (E) contributions and overlap.
Why This Research Matters
This finding has major implications for genetic research: studies searching for genes specific to cannabis addiction will mostly find genes that affect whether someone uses cannabis at all. This means genetic studies of cannabis use disorder must carefully account for exposure to avoid misidentifying general use genes as disorder genes.
The Bigger Picture
This study reframes cannabis addiction genetics. Rather than searching for genes that make someone vulnerable to addiction once they start using, most of the genetic action is in the earlier stages: who encounters cannabis, who decides to try it, and who uses it frequently. The progression from frequent use to disorder involves relatively few additional genetic factors.
What This Study Doesn't Tell Us
Australian twin sample may not generalize to other populations. DSM-IV criteria used (not DSM-5). Self-reported measures of opportunity, frequency, and diagnosis. Twin designs assume equal environments for identical and fraternal twins. The Cholesky decomposition assumes a specific causal ordering (opportunity -> frequency -> disorder).
Questions This Raises
- ?What specific genes are in the 17% unique to cannabis use disorder?
- ?Would prevention targeting opportunity and frequency genes be more effective than targeting disorder-specific genes?
- ?Do these proportions differ across populations with different cannabis availability?
Trust & Context
- Key Stat:
- 83% of genetic risk for cannabis disorder overlaps with general use genes; only 17% is disorder-specific
- Evidence Grade:
- Large twin study (3,303) with rigorous behavioral genetics methodology provides strong evidence on the genetic architecture of cannabis use stages.
- Study Age:
- Published in 2018. Genome-wide association studies have since identified specific genetic variants involved in cannabis use and use disorder.
- Original Title:
- Overlap of heritable influences between cannabis use disorder, frequency of use and opportunity to use cannabis: trivariate twin modelling and implications for genetic design.
- Published In:
- Psychological medicine, 48(16), 2786-2793 (2018)
- Authors:
- Hines, Lindsey A(7), Morley, Katherine I, Rijsdijk, Fruhling(2), Strang, John, Agrawal, Arpana, Nelson, Elliot C, Statham, Dixie, Martin, Nicholas G, Lynskey, Michael T
- Database ID:
- RTHC-01693
Evidence Hierarchy
A snapshot of a population at one point in time.
What do these levels mean? →Frequently Asked Questions
Is cannabis addiction genetic?
Substantially. This study found 78% of the variation in cannabis abuse/dependence is attributable to genetic factors. However, most of these genes (83%) are the same ones that influence whether someone has the opportunity and inclination to use cannabis at all.
Are there specific addiction genes?
Yes, but they account for a relatively small proportion. Only 17% of the genetic influences on cannabis use disorder were unique from those affecting general cannabis use behavior. Most genetic vulnerability operates through earlier stages of use.
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Cite This Study
https://rethinkthc.com/research/RTHC-01693APA
Hines, Lindsey A; Morley, Katherine I; Rijsdijk, Fruhling; Strang, John; Agrawal, Arpana; Nelson, Elliot C; Statham, Dixie; Martin, Nicholas G; Lynskey, Michael T. (2018). Overlap of heritable influences between cannabis use disorder, frequency of use and opportunity to use cannabis: trivariate twin modelling and implications for genetic design.. Psychological medicine, 48(16), 2786-2793. https://doi.org/10.1017/S0033291718000478
MLA
Hines, Lindsey A, et al. "Overlap of heritable influences between cannabis use disorder, frequency of use and opportunity to use cannabis: trivariate twin modelling and implications for genetic design.." Psychological medicine, 2018. https://doi.org/10.1017/S0033291718000478
RethinkTHC
RethinkTHC Research Database. "Overlap of heritable influences between cannabis use disorde..." RTHC-01693. Retrieved from https://rethinkthc.com/research/hines-2018-overlap-of-heritable-influences
Access the Original Study
Study data sourced from PubMed, a service of the U.S. National Library of Medicine, National Institutes of Health.
This study breakdown was produced by the RethinkTHC research team. We analyze and report published research findings without making health recommendations. All interpretations are based solely on the published abstract and study data.