Among the 46 key DElncRNAs, four lncRNA (TCL6, HOTTIP, HULC, and PCGEM1) not only had correlations with clinical features but could also affect ccRCC patients' outcome, strongly suggesting their important roles as prognostic biomarkers for ccRCC. This evidence concerns the gene PCGEM1 and nonpapillary renal cell carcinoma.