We also found evidence for a causal effect of adiposity traits on several more cancer types, with variable directions of effect, and ASAT showing the most consistent evidence for an effect on cancer types, with evidence for a causal risk-increasing effect on 4 of the 12 overall cancer types investigated. This evidence concerns the gene ABCB7 and cancer.