In conclusion, our study indicates the DNA methylation of TYROBP, BIRC5, BUB1B, CENPF, and MELK may be implicated in the carcinogenesis or progression of ccRCC and provide promising results for the prognosis of ccRCC. The gene discussed is BUB1B; the disease is nonpapillary renal cell carcinoma.