In vitro experiments further demonstrated that ginsenoside Rb1 significantly inhibited Twist1 expression in H9c2 cardiomyocytes with HF while promoting PGC-1α and PPARα expression, thereby restoring myocardial energy metabolism and mitigating ventricular remodeling in HF. Here, PPARA is linked to hydrops fetalis.