This review focused on the functional role and molecular mechanisms of FTO in CVDs, including myocardial fibrosis, heart failure, and atherosclerosis, providing a new direction for further research on the pathogenesis and treatment of CVDs. This evidence concerns the gene FTO and heart failure.