PPARD regulates gene expression involved in fatty acid oxidation in the liver, and the use of its agonist (GW501516) in diet-induced or genetic models of obesity stimulated fatty acid oxidation and improved hepatic steatosis.45 The gene discussed is PPARD; the disease is Obesity.