ALDH2 and heart failure: To explain this pathogenic mechanism, Figure 1 demonstrates the progression from restrictive to dilated phenotypes in DCM, emphasizing the impact of ALDH2*2-induced oxidative stress and mitochondrial dysfunction on ventricular remodeling and heart failure.