The data revealed the synthesis pathway of retinoic acid was significantly enriched in DCM area, and further functional experiments demonstrated all-trans retinoic acid can efficiently rescue Ang II induced myocardial hypertrophy and transverse aorta constriction induced heart failure. This evidence concerns the gene AGT and heart failure.