KEGG analysis was performed to identify potential pathways and reveal their function in RCC, with respect to the treatment options (Figure 5D); calcium signaling, apelin signaling, cGMP-PKG signaling, MAPK signaling, and Hippo signaling have been indicated. This evidence concerns the gene APLN and renal cell carcinoma.