Using Mendelian Randomization, we demonstrated a causal effect of PDAC on T2D using genetic instruments in the HNF4G and PDX1 loci, and unidirectional causality of VTE on PDAC involving the ABO locus. Here, PDX1 is linked to type 2 diabetes mellitus.