Hepatic CREBH overexpression resulted in potent reductions in body weight and adiposity, improvements in glucose homeostasis, and reversal of hepatic steatosis in high-fat diet (HFD)–fed mice. Here, CREB3L3 is linked to Hepatic steatosis.