Apart from miRNAs, our results identified that the expression of two lncRNA (NEAT1 and CCAT1) and three protein-coding genes (NFE2L1, MTFR1L, and SNAI1) were significantly associated with increased or decreased disease-free survival in patients with RCC. This evidence concerns the gene NFE2L1 and renal cell carcinoma.