In this study, we systematically explored, for the first time, the mechanism by which calycosin alleviates heart failure by inhibiting ferroptosis through the regulation of the Nrf2/SLC7A11/GPX4 signaling pathway. The gene discussed is NFE2L2; the disease is heart failure.