SIRT1 and heart failure: In heart failure models, SIRT1-mediated ferroptosis plays a crucial role in the pathogenesis, with AKG improving cardiac dysfunction through mitochondrial autophagy and ferroptosis inhibition mediated by the NAD + -SIRT1 signaling pathway (Yu et al., 2024).