CYP1A1 and type 2 diabetes mellitus: Coffee consumption, mainly driven by SNPs in the CYP1A1/2 and AHR genes which are also associated with higher caffeine intake but lower blood caffeine metabolites, was positively associated with type 2 diabetes in the inverse-variance weighted and weighted median models (ESM Table 6).