Mitochondrial biogenesis genes have already been directly associated with the development of T2DM; decreased expression of Pgc1-α leads directly to decreased oxidative phosphorylation, lipid oxidation and thus contributes to increasing IR [44]. Here, PPARGC1A is linked to type 2 diabetes mellitus.