Lastly, in addition to this main contribution on the potential benefits of the ANGPTL8 PTV, our study also found associations between the ANGPTL4 PTV and a lower risk of T2D, as well as multiple diabetes-related disease endpoints. This evidence concerns the gene ANGPTL4 and diabetes mellitus.