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. This evidence concerns the gene HNF4G and type 2 diabetes mellitus.