In summary, we proposed the following hypothesis: The autophagy-related gene TP53INP2 promotes the apoptosis of ccRCC cells by activating the caspase-8 apoptotic signaling pathway, functioning as an inhibitor in ccRCC. The gene discussed is CASP8; the disease is nonpapillary renal cell carcinoma.