Since the inflammatory response and formation of CLSs in the WATs were not changed in Gpnmb Tg and Gpnmb−/− mice under HFHS chow, we speculated that anti-oxidative action of Gpnmb is mainly involved in the amelioration of the fatty liver disease. This evidence concerns the gene GPNMB and fatty liver disease.