Exploring the relationship between polygenic risk for cannabis use, peer cannabis use, and the longitudinal course of cannabis involvement

dc.contributor.authorJohnson, Emma C.
dc.contributor.authorTillman, Rebecca
dc.contributor.authorAliev, Fazil
dc.contributor.authorMeyers, Jacquelyn L.
dc.contributor.authorSalvatore, Jessica E.
dc.contributor.authorAnokhin, Andrey P.
dc.contributor.authorDick, Danielle M.
dc.contributor.authorEdenberg, Howard J.
dc.contributor.authorKramer, John
dc.contributor.authorKuperman, Samuel
dc.contributor.authorMcCutcheon, Vivia V.
dc.contributor.authorNurnberger, John I., Jr.
dc.contributor.authorPorjesz, Bernice
dc.contributor.authorSchuckit, Marc
dc.contributor.authorTischfield, Jay
dc.contributor.authorBucholz, Kathleen K.
dc.contributor.authorAgrawal, Arpana
dc.contributor.departmentBiochemistry and Molecular Biology, School of Medicineen_US
dc.date.accessioned2020-06-22T12:51:17Z
dc.date.available2020-06-22T12:51:17Z
dc.date.issued2019-04
dc.description.abstractBackground and aims: Few studies have explored how polygenic propensity to cannabis use unfolds across development, and no studies have yet examined this question in the context of environmental contributions such as peer cannabis use. Outlining the factors that contribute to progression from cannabis initiation to problem use over time may ultimately provide insights into mechanisms for targeted interventions. We sought to examine the relationships between polygenic liability for cannabis use, cannabis use trajectories across ages 12–30, and perceived peer cannabis use at ages 12–17. Design: Mixed effect logistic and linear regressions were used to examine associations between polygenic risk scores, cannabis use trajectory membership, and perceived peer cannabis use. Setting: USA Participants: From the Collaborative Study on the Genetics of Alcoholism (COGA) study, a cohort of 1,167 individuals aged 12–26 years at their baseline (i.e., first) interview. Measurements: Key measurements included lifetime cannabis use (yes/no), frequency of past 12-month cannabis use, maximum lifetime frequency of cannabis use, cannabis use disorder (using DSM-5 criteria), and perceived peer cannabis use. Polygenic risk scores (PRS) were created using summary statistics from a large (N = 162,082) genome-wide association study (GWAS) of cannabis use. Three trajectories reflecting no/low (n=844), moderate (n=137) and high (n=186) use were identified. PRS were significantly associated with trajectory membership (p=0.002 – 0.006, maximum conditional R2 = 0.014, ORs = 1.40 – 1.49). Individuals who reported that most/all of their best friends used cannabis had significantly higher PRS than those who reported that none of their friends were users (OR = 1.35, 95% C.I. = [1.04, 1.75], p = 0.023). Perceived peer use itself explained up to 11.3% of the variance in trajectory class membership (OR: 1.50 – 4.65). When peer cannabis use and the cannabis use PRS were entered into the model simultaneously, both the PRS and peer use continued to be significantly associated with class membership (p < 0.01). Conclusions: Genetic propensity to cannabis use derived from heterogeneous samples appears to correlate with longitudinal increases in cannabis use frequency in young adults.en_US
dc.eprint.versionAuthor's manuscripten_US
dc.identifier.citationJohnson, E. C., Tillman, R., Aliev, F., Meyers, J. L., Salvatore, J. E., Anokhin, A. P., Dick, D. M., Edenberg, H. J., Kramer, J. R., Kuperman, S., McCutcheon, V. V., Nurnberger, J. I., Jr, Porjesz, B., Schuckit, M. A., Tischfield, J., Bucholz, K. K., & Agrawal, A. (2019). Exploring the relationship between polygenic risk for cannabis use, peer cannabis use and the longitudinal course of cannabis involvement. Addiction (Abingdon, England), 114(4), 687–697. https://doi.org/10.1111/add.14512en_US
dc.identifier.urihttps://hdl.handle.net/1805/23024
dc.language.isoen_USen_US
dc.publisherWileyen_US
dc.relation.isversionof10.1111/add.14512en_US
dc.relation.journalAddictionen_US
dc.rightsPublisher Policyen_US
dc.sourcePMCen_US
dc.subjectCannabis useen_US
dc.subjectExternalizing behaviorsen_US
dc.subjectHigh-risk sampleen_US
dc.subjectPeer influenceen_US
dc.subjectPolygenic risk scoreen_US
dc.titleExploring the relationship between polygenic risk for cannabis use, peer cannabis use, and the longitudinal course of cannabis involvementen_US
dc.typeArticleen_US
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