Among these differentially methylated genes, TYROBP, BIRC5, BUB1B, CENPF, and MELK were upregulated in ccRCC tissues compared with paired tumor-free kidney tissues significantly correlated with the survival of ccRCC patients. Here, BIRC5 is linked to nonpapillary renal cell carcinoma.