In conclusion, we demonstrate that the Golgi PtdIns4P–CUL7FBXW8–ATGL axis regulates hepatic ATGL levels and LD clearance, which could provide a potential target to ameliorate hepatic steatosis. Here, PNPLA2 is linked to Hepatic steatosis.