This review highlights both the monogenic and polygenic contributions to uncontrolled T2DM, with a special focus on genes such as PPARγ, Lep, UCP1, and OPG, which influence insulin delivery and glucose uptake in tissues. Here, PPARG is linked to type 2 diabetes mellitus.