PPARG and type 2 diabetes mellitus: In recent years, large-scale genome-wide association studies (GWAS) and high-precision whole-genome sequencing technologies have enabled scientists to identify multiple gene variants closely associated with T2DM, such as TCF7L2 (67), FTO (68), and PPARG (69).