The aim of the present study was to explore the association of polymorphisms within MC4R, PPARG, and TCF7L2 with the risk of different carbohydrate metabolism disorders and changes in the body composition in overweight or obese patients with early carbohydrate metabolism disorders. This evidence concerns the gene PPARG and carbohydrate metabolism disease.