Our study demonstrates that Rb1 activates the NRF2-PPARγ-ACSL4 signaling axis, downregulates ACSL4 expression, and thereby suppresses PTECs lipid peroxidation and ferroptosis, ultimately protecting against IRI-induced AKI (Fig. 9). The gene discussed is PPARG; the disease is acute kidney injury.