Thus, we aimed in this population study to determine the effect of PPARγ rs1801282, FTO rs9939609, and MC4R rs2229616 variants on the risk of T2DM among the western Saudi population as mediators of adiposity phenotypes. Here, PPARG is linked to type 2 diabetes mellitus.