A recent study focusing on identifying prognostic ferroptosis-related genes that are differentially regulated in KIRC cases in the TCGA database identified 12 genes that included AKR1C1 as a predictor for overall survival and is inferred to be related to immunity in ccRCC tumors [58,59]. The gene discussed is AKR1C1; the disease is nonpapillary renal cell carcinoma.