From 40 previously reported genes related to pyroptosis, four genes (CASP9, GSDME, IL1B and TIRAP) identified to be closely related to the survival prognosis of ccRCC patients were used to establish a molecular model of pyroptosis related to the prognosis of ccRCC. This evidence concerns the gene TIRAP and nonpapillary renal cell carcinoma.