PPARG and fatty liver disease: For instance, in HFD-fed mice, hepatocyte/macrophage-specific PPAR-γ knockout protected against hepatic steatosis and PPAR-γ knockdown induced by RNA interfering-adenovirus vector injection improved a fatty liver [10, 170, 171].