In the present study, we identified the association of obesity-related SNPs, rs12970134 near MC4R, rs10938397 near GNPDA2, and rs2260000 within BAT2, with the susceptibility of type 2 diabetes in a large Han Chinese population. Here, GNPDA2 is linked to type 2 diabetes mellitus.