Hence, the four PRGs (CASP9, GSDME, IL1B and TIRAP) play as the oncogene or antioncogene in ccRCC, which affect the ability of the proliferation and invasion in ccRCC. The gene discussed is IL1B; the disease is nonpapillary renal cell carcinoma.