Testing the association between tobacco and cannabis use and cognitive functioning: Findings from an observational and Mendelian randomization study
AbstractBackgroundAlthough studies have examined the association between tobacco and cannabis use in adolescence with subsequent cognitive functioning, study designs are usually not able to distinguish correlation from causation.MethodsFirst, separate patterns of tobacco and cannabis use were derived using longitudinal latent class analysis based on measures assessed on five occasions from ages 13 to 18 years in a large UK based population cohort (ALSPAC). Cognitive functioning measures comprised working memory, response inhibition, and emotion recognition assessed at 24 years of age. One- and two-sample Mendelian randomization, methods for testing causal inference using genetic variants as proxies for an exposure of interest, were used to examine the causal relationship between smoking initiation/lifetime cannabis use, and subsequent cognitive functioning in ALSPAC.ResultsWe found evidence of a relationship between tobacco and cannabis use and diminished cognitive functioning for each of the outcomes in the observational analyses. The clearest evidence demonstrated a dose-response relationship between tobacco use and working memory suggesting late-onset regular tobacco smokers (b=-0.29, 95%CI=-0.45 to - 0.13), early-onset regular smokers (b=-0.45, 95%CI=-0.84 to -0.05), and early-onset regular cannabis users (b=-0.62, 95%CI=-0.93 to -0.31) performed worse on this task compared to individuals with a very low probability of using tobacco/cannabis. Mendelian randomization analyses were imprecise and did not provide additional support for these results.ConclusionsOverall, there was some evidence to suggest that adolescent tobacco and cannabis use were associated with diminished cognitive functioning. Better powered genetic studies are required to determine whether these associations are causal.