According to the above expression analysis, VEGFA, AURKB, CCNA2, MCM2, MCM7, SMC4, TPX2, SLC2A1, MCM5, and NCAPG were markedly upregulated in ccRCC tumor samples compared with the normal renal samples. This evidence concerns the gene MCM7 and nonpapillary renal cell carcinoma.