In conclusion, in a large sample of the Caucasians the rs8192673 of the PGC-1α gene and the rs1801282 of the PPAR-γ gene were associated with waist circumference in subjects with T2DM. The gene discussed is PPARG; the disease is type 2 diabetes mellitus.