KEGG pathway enrichment analysis suggested that some pathways, including extracellular matrix (ECM) receptor interaction, the transforming growth factor beta (TGF-β) signaling pathway, o-glycan biosynthesis, and renal cell carcinoma, were enriched in the high-risk group. Here, TGFB1 is linked to renal cell carcinoma.