Assessing causality in associations between cannabis use and schizophrenia risk: a two-sample Mendelian randomization study

被引:139
|
作者
Gage, S. H. [1 ,2 ]
Jones, H. J. [1 ]
Burgess, S. [3 ]
Bowden, J. [1 ,4 ,5 ]
Smith, G. Davey [1 ,4 ]
Zammit, S. [4 ,6 ]
Munafo, M. R. [1 ,2 ]
机构
[1] Univ Bristol, MRC Integrat Epidemiol Unit IEU, Bristol, Avon, England
[2] Univ Bristol, Sch Expt Psychol, UK Ctr Tobacco & Alcohol Studies, Bristol, Avon, England
[3] Univ Cambridge, Dept Publ Hlth & Primary Care, Cambridge, England
[4] Univ Bristol, Sch Social & Community Med, Bristol, Avon, England
[5] Univ Cambridge, MRC Biostat Unit, Cambridge, England
[6] Cardiff Univ, MRC Ctr Neuropsychiat Genet & Genom, Cardiff, S Glam, Wales
基金
英国医学研究理事会; 英国惠康基金; 英国经济与社会研究理事会;
关键词
Cannabis; genetics; Mendelian randomization; schizophrenia; INDIVIDUALS; INFERENCE; OUTCOMES; OVERLAP; COHORT; HEALTH; BIAS;
D O I
10.1017/S0033291716003172
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Background. Observational associations between cannabis and schizophrenia are well documented, but ascertaining causation is more challenging. We used Mendelian randomization (MR), utilizing publicly available data as a method for ascertaining causation from observational data. Method. We performed bi-directional two-sample MR using summary-level genome-wide data from the International Cannabis Consortium (ICC) and the Psychiatric Genomics Consortium (PGC2). Single nucleotide polymorphisms (SNPs) associated with cannabis initiation (p < 10(-5)) and schizophrenia (p < 5 x 10(-8)) were combined using an inverse-varianceweighted fixed-effects approach. We also used height and education genome-wide association study data, representing negative and positive control analyses. Results. There was some evidence consistent with a causal effect of cannabis initiation on risk of schizophrenia [ odds ratio (OR) 1.04 per doubling odds of cannabis initiation, 95% confidence interval (CI) 1.01-1.07, p = 0.019]. There was strong evidence consistent with a causal effect of schizophrenia risk on likelihood of cannabis initiation (OR 1.10 per doubling of the odds of schizophrenia, 95% CI 1.05-1.14, p = 2.64 x 10(-5)). Findings were as predicted for the negative control (height: OR 1.00, 95% CI 0.99-1.01, p = 0.90) but weaker than predicted for the positive control (years in education: OR 0.99, 95% CI 0.97-1.00, p = 0.066) analyses. Conclusions. Our results provide some evidence that cannabis initiation increases the risk of schizophrenia, although the size of the causal estimate is small. We find stronger evidence that schizophrenia risk predicts cannabis initiation, possibly as genetic instruments for schizophrenia are stronger than for cannabis initiation.
引用
收藏
页码:971 / 980
页数:10
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