Results of survival analysis, it was found that TYROBP, BIRC5, BUB1B, CENPF, and MELK were significantly correlated with the survival of ccRCC patients (Figure 5, p < 0.001). Here, BUB1B is linked to nonpapillary renal cell carcinoma.