Heart failure (HF) represents the terminal stage of multiple cardiovascular disorders and is characterized by substantial morbidity, disability, and mortality. Although standard pharmacotherapies offer partial symptomatic relief, their capacity to halt or reverse disease progression remains limited. In recent years, autophagy—an essential intracellular degradation and recycling process that safeguards cardiomyocyte homeostasis...