The involvement of GP73 in promoting SCAP stabilization, SCAP Golgi localization and the increased formation of SCAP-SREBP complex regardless of cholesterol content implicates its pathological roles in hepatic steatosis and HCC progression. Here, GOLM1 is linked to fatty liver disease.