Integration of proinsulin loci with complementary glycemic traits, expression data in trait-relevant tissues, and functional follow-up provide candidate genes for T2D and hypotheses on potential avenues of mechanism for known T2D loci. Here, INS is linked to type 2 diabetes mellitus.