Notably, considering the pivotal role of PPARγ in governing glucose and lipid metabolism, our finding that ufmylation on UFBP1 downregulated PPARγ expression may decipher the phenotypic alterations in hepatic steatosis, serum lipids and insulin sensitivity. Here, PPARG is linked to fatty liver disease.