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Investigating causal associations between use of nicotine, alcohol, caffeine and cannabis: a two‐sample bidirectional Mendelian randomization study
Author(s) -
Verweij Karin J. H.,
Treur Jorien L.,
Vink Jacqueline M.
Publication year - 2018
Publication title -
addiction
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.424
H-Index - 193
eISSN - 1360-0443
pISSN - 0965-2140
DOI - 10.1111/add.14154
Subject(s) - mendelian randomization , nicotine , cannabis , addiction , causality (physics) , medicine , psychology , causal inference , genetics , psychiatry , biology , genetic variants , genotype , physics , pathology , quantum mechanics , gene
Abstract Background and Aims Epidemiological studies consistently show co‐occurrence of use of different addictive substances. Whether these associations are causal or due to overlapping underlying influences remains an important question in addiction research. Methodological advances have made it possible to use published genetic associations to infer causal relationships between phenotypes. In this exploratory study, we used Mendelian randomization (MR) to examine the causality of well‐established associations between nicotine, alcohol, caffeine and cannabis use. Methods Two‐sample MR was employed to estimate bidirectional causal effects between four addictive substances: nicotine (smoking initiation and cigarettes smoked per day), caffeine (cups of coffee per day), alcohol (units per week) and cannabis (initiation). Based on existing genome‐wide association results we selected genetic variants associated with the exposure measure as an instrument to estimate causal effects. Where possible we applied sensitivity analyses (MR‐Egger and weighted median) more robust to horizontal pleiotropy. Results Most MR tests did not reveal causal associations. There was some weak evidence for a causal positive effect of genetically instrumented alcohol use on smoking initiation and of cigarettes per day on caffeine use, but these were not supported by the sensitivity analyses. There was also some suggestive evidence for a positive effect of alcohol use on caffeine use (only with MR‐Egger) and smoking initiation on cannabis initiation (only with weighted median). None of the suggestive causal associations survived corrections for multiple testing. Conclusions Two‐sample Mendelian randomization analyses found little evidence for causal relationships between nicotine, alcohol, caffeine and cannabis use.