Conclusions: Mendelian randomization analyses support the cardiovascular safety of DPP4 inhibitors in managing type 2 diabetes, with little evidence for DPP4-mediated cardiovascular harm, reinforcing their appropriateness for clinical use in European populations. This evidence concerns the gene DPP4 and type 2 diabetes mellitus.