However, in three previous studies the muscle PPARGC1A gene expression in healthy or insulin resistant individuals with a family history of T2D was similar to healthy matched controls without a family history of T2D [22]–[24]. Here, PPARGC1A is linked to type 2 diabetes mellitus.