Thus, in this review, we provide an overview of the current knowledge and recent advances in TFEB SUMOylation, with a particular focus on the mechanism of TFEB SUMOylation and its role in lipid metabolism, providing potential new strategies for developing novel therapeutic treatments for cardiovascular diseases. The gene discussed is TFEB; the disease is cardiovascular disorder.