GNB4 and nonpapillary renal cell carcinoma: In comparison, the expression of GNB4 (Figure 10C) and NSF (Figure 10D) in tumor tissues was significantly lower than that in normal tissues, suggesting that these key genes play an essential role in the occurrence and development of ccRCC.