Because each of these DE-RNAs has already been shown to play significant roles in the tumorigenesis and aggressiveness of other types of cancers as discussed above, it is predicted that the risk scores may serve well as factors independent to VHL gene status to predict the malignancy and prognosis of ccRCC patients in the future. This evidence concerns the gene VHL and nonpapillary renal cell carcinoma.