Results showed that 9 genes: SLC9A3R1, EEF1D, HPLAL1, NDUFS1, SET, EZR, HNRNPK, VCP, and HSP90B1 have close relation with RCC patients’ prognosis or metastasis. This evidence concerns the gene NDUFS1 and renal cell carcinoma.