The KEGG analysis showed that these downregulated genes were significantly enriched in the PI3K-AKT signaling pathway, RCC, HIF-1 signaling pathway, and p53 signaling pathway (Fig. 1D). This evidence concerns the gene TP53 and renal cell carcinoma.