ACSL4 and Sepsis: To explore the mechanisms causing ferroptosis in SA-AKI, we first analyzed the GSE134347 dataset and found that the rhythm gene NFIL3, together with important contributor to ferroptosis ACSL4, was significantly highly expressed in sepsis patients compared to healthy controls (Fig. 4A, B).