BNIP3 and nonpapillary renal cell carcinoma: 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.