1. Genome‐wide association meta‐analysis of age at first cannabis use
- Author
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Minică, Camelia C, Verweij, Karin JH, van der Most, Peter J, Mbarek, Hamdi, Bernard, Manon, van Eijk, Kristel R, Lind, Penelope A, Liu, Meng Zhen, Maciejewski, Dominique F, Palviainen, Teemu, Sánchez‐Mora, Cristina, Sherva, Richard, Taylor, Michelle, Walters, Raymond K, Abdellaoui, Abdel, Bigdeli, Timothy B, Branje, Susan JT, Brown, Sandra A, Casas, Miguel, Corley, Robin P, Davey‐Smith, George, Davies, Gareth E, Ehli, Erik A, Farrer, Lindsay, Fedko, Iryna O, Garcia‐Martínez, Iris, Gordon, Scott D, Hartman, Catharina A, Heath, Andrew C, Hickie, Ian B, Hickman, Matthew, Hopfer, Christian J, Hottenga, Jouke Jan, Kahn, René S, Kaprio, Jaakko, Korhonen, Tellervo, Kranzler, Henry R, Krauter, Ken, van Lier, Pol AC, Madden, Pamela AF, Medland, Sarah E, Neale, Michael C, Meeus, Wim HJ, Montgomery, Grant W, Nolte, Ilja M, Oldehinkel, Albertine J, Pausova, Zdenka, Ramos‐Quiroga, Josep A, Richarte, Vanesa, Rose, Richard J, Shin, Jean, Stallings, Michael C, Wall, Tamara L, Ware, Jennifer J, Wright, Margaret J, Zhao, Hongyu, Koot, Hans M, Paus, Tomas, Hewitt, John K, Ribasés, Marta, Loukola, Anu, Boks, Marco P, Snieder, Harold, Munafò, Marcus R, Gelernter, Joel, Boomsma, Dorret I, Martin, Nicholas G, Gillespie, Nathan A, Vink, Jacqueline M, and Derks, Eske M
- Subjects
Biological Psychology ,Epidemiology ,Health Sciences ,Psychology ,Cannabinoid Research ,Substance Misuse ,Brain Disorders ,Human Genome ,Clinical Research ,Prevention ,Drug Abuse (NIDA only) ,Pediatric ,Genetics ,2.1 Biological and endogenous factors ,Mental health ,Good Health and Well Being ,Adolescent ,Adult ,Age of Onset ,Calcium-Transporting ATPases ,Female ,Genome-Wide Association Study ,Humans ,Male ,Marijuana Use ,Middle Aged ,Polymorphism ,Single Nucleotide ,Twins ,Young Adult ,Age at first use ,ATP2C2 ,cannabis initiation ,genome-wide association ,heritability ,substance use ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Substance Abuse ,Public health ,Clinical and health psychology - Abstract
Background and aimsCannabis is one of the most commonly used substances among adolescents and young adults. Earlier age at cannabis initiation is linked to adverse life outcomes, including multi-substance use and dependence. This study estimated the heritability of age at first cannabis use and identified associations with genetic variants.MethodsA twin-based heritability analysis using 8055 twins from three cohorts was performed. We then carried out a genome-wide association meta-analysis of age at first cannabis use in a discovery sample of 24 953 individuals from nine European, North American and Australian cohorts, and a replication sample of 3735 individuals.ResultsThe twin-based heritability for age at first cannabis use was 38% [95% confidence interval (CI) = 19-60%]. Shared and unique environmental factors explained 39% (95% CI = 20-56%) and 22% (95% CI = 16-29%). The genome-wide association meta-analysis identified five single nucleotide polymorphisms (SNPs) on chromosome 16 within the calcium-transporting ATPase gene (ATP2C2) at P 0.8), with the strongest association at the intronic variant rs1574587 (P = 4.09E-09). Gene-based tests of association identified the ATP2C2 gene on 16q24.1 (P = 1.33e-06). Although the five SNPs and ATP2C2 did not replicate, ATP2C2 has been associated with cocaine dependence in a previous study. ATP2B2, which is a member of the same calcium signalling pathway, has been associated previously with opioid dependence. SNP-based heritability for age at first cannabis use was non-significant.ConclusionAge at cannabis initiation appears to be moderately heritable in western countries, and individual differences in onset can be explained by separate but correlated genetic liabilities. The significant association between age of initiation and ATP2C2 is consistent with the role of calcium signalling mechanisms in substance use disorders.
- Published
- 2018