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). Here, TCF7L2 is linked to diabetes mellitus.