Co-immunoprecipitation (Co-IP) and site-directed mutagenesis verified SIRT5-PRDX6 interaction and desuccinylation sites.<h4>Results</h4>Ferroptosis was critical in SA-AKI progression. The gene discussed is SIRT5; the disease is acute kidney injury.