CISD1 reduces ferroptosis via iron-sulfur cluster biogenesis and was identified as prognostic ferroptosis-related genes in bladder cancer, lung cancer, and hepatocellular carcinoma (53, 105, 106). The gene discussed is CISD1; the disease is urinary bladder carcinoma.