HMGCR and type 2 diabetes mellitus: At the HMGCR locus, we detected a negative association between genetically regulated LDL cholesterol and T2D, which is consistent with previous MR studies as well as large clinical trials demonstrating that statin use is associated with increased T2D risk (42, 56).