Both of the approaches (MR + COLOC and MR + eCAVIAR) have highlighted shared causal SNPs of BMI and diabetes for four genes (TFAP2B, TCF7L2, FTO and ZC3H4). The gene discussed is TFAP2B; the disease is diabetes mellitus.