McGill Group for Suicide Studies, Douglas Mental Health University Institute, Department of Psychiatry, McGill University, Montreal, QC, Canada.
Bordeaux Population Health Research Centre, Inserm U1219, University of Bordeaux, Bordeaux, France.
Mol Psychiatry. 2021 Sep;26(9):5061-5070. doi: 10.1038/s41380-020-0785-6. Epub 2020 Jun 8.
Use of substances such as cannabis, alcohol, and tobacco, has been associated with increased risk of suicide attempt in several observational studies. However, establishing whether these associations are causal is challenging when using observational designs. To evaluate the potential causal contributions of cannabis use, alcohol use, and tobacco smoking to suicide attempt, we applied two-sample Mendelian randomization, an instrumental variable approach using single-nucleotide polymorphisms (SNPs) as instrumental variables for three exposures: lifetime cannabis use (yes/no; 42 instrument SNPs; GWAS sample size [N] = 162,082), alcohol use (drinks-per-week; 53 instrument SNPs; N = 941,280), and tobacco smoking (initiation, yes/no; 156 instrument SNPs; N = 1,232,091; heaviness; 27 instrument SNPs; N = 337,334). The main outcome was suicide attempt measured from hospital records (N = 50,264). All data come from publicly available summary statistics of genome-wide association studies of participants of European ancestry. We found evidence supporting a possible causal role of cannabis (OR = 1.18; 95% CI = 1.01-1.37, P = 0.032), alcohol (OR = 1.95; 95% CI = 1.15-3.32, P = 0.013), and smoking (initiation, OR = 1.90; 95% CI = 1.54-2.34, P < 0.001; heaviness, OR = 2.13; 95% CI = 1.13-3.99; P = 0.019) on suicide attempt. Using multivariable Mendelian randomization, we found that only cannabis showed a direct pathway to suicide attempt (P = 0.001), suggesting that the effect of alcohol and smoking was mediated by the other substance use phenotypes. No evidence was found for reverse causation, i.e., associations of suicide attempt on cannabis (P = 0.483), alcohol (P = 0.234), smoking initiation (P = 0.144), and heaviness (P = 0.601). In conclusion, evidence from this quasi-experimental study based on genetic data from large-scale GWASs are consistent with a causal role of cannabis, alcohol, and tobacco smoking on suicide attempt.
使用大麻、酒精和烟草等物质与自杀未遂的风险增加有关,这在几项观察性研究中已经得到了证实。然而,当使用观察性设计时,确定这些关联是否具有因果关系具有挑战性。为了评估大麻使用、酒精使用和吸烟对自杀未遂的潜在因果贡献,我们应用了两样本 Mendelian 随机化,这是一种使用单核苷酸多态性 (SNP) 作为三个暴露因素(终生大麻使用(是/否;42 个工具 SNP;GWAS 样本量 [N] = 162,082)、酒精使用(每周饮酒量;53 个工具 SNP;N = 941,280)和吸烟(开始,是/否;156 个工具 SNP;N = 1,232,091;吸烟量;27 个工具 SNP;N = 337,334)的工具变量方法。主要结局是来自医院记录的自杀未遂(N = 50,264)。所有数据均来自欧洲血统参与者的全基因组关联研究的公开可用汇总统计数据。我们发现有证据表明大麻(OR = 1.18;95%CI = 1.01-1.37,P = 0.032)、酒精(OR = 1.95;95%CI = 1.15-3.32,P = 0.013)和吸烟(开始,OR = 1.90;95%CI = 1.54-2.34,P < 0.001;吸烟量,OR = 2.13;95%CI = 1.13-3.99;P = 0.019)可能对自杀未遂有因果作用。使用多变量 Mendelian 随机化,我们发现只有大麻对自杀未遂有直接途径(P = 0.001),这表明酒精和吸烟的作用是通过其他物质使用表型介导的。没有证据表明存在反向因果关系,即自杀未遂与大麻(P = 0.483)、酒精(P = 0.234)、吸烟开始(P = 0.144)和吸烟量(P = 0.601)之间的关联。总之,这项基于大规模 GWAS 遗传数据的准实验研究的证据与大麻、酒精和吸烟对自杀未遂的因果作用一致。