Among them, the high expression of AQP9 and HAMP indicates a poor prognosis for ccRCC.=, whereas KIAA1429 is a protective factor for ccRCC, and its high expression indicates a good prognosis of ccRCC. This evidence concerns the gene VIRMA and nonpapillary renal cell carcinoma.