However, pleiotropic effects cannot be fully excluded given genome-wide association analyses on Parkinson’s disease, blood pressure and bladder cancer have shown signals both for AHR and CYP1A1/233–35, although these weak associations could reflect downstream causal effects of caffeine or coffee consumption36. This evidence concerns the gene CYP1A1 and urinary bladder carcinoma.