Four OS-related NRGs (MYCN, BNIP3, TRAF2, and PLK1) were detected by further multivariate Cox regression analysis, and we established OS-related prediction models using the four genes, which could be an independent prognostic factor for the patients with ccRCC. Here, PLK1 is linked to nonpapillary renal cell carcinoma.