As GWAS of other behavioural phenotypes such as personality and intelligence emerge, it will be interesting to see whether variants known to influence tobacco or alcohol use emerge, given the strong observational associations between these phenotypes. At the same time, GWAS of other behavioural phenotypes such as cannabis use will in due course provide loci that may signal causal effects of these behaviours on a range of other outcomes (notably schizophrenia).