PPARG and type 2 diabetes mellitus: Importantly, all of the T2D variants associated with altered insulin sensitivity (GCKR, IRS1, KLF14 and PPARG) also influenced additional metabolic traits such as LDL cholesterol (Supplementary Table 4) and thus were not part of the MR-instrument set and were not included in the MR analysis.