After analyzing the downregulated genes among these 1445 genes, we showed that the PI3K‐AKT signaling pathway, EGFR tyrosine kinase inhibitor resistance pathway, and renal cell carcinoma signaling pathway were inactivated (Figure 2M,N). This evidence concerns the gene AKT1 and hereditary clear cell renal cell carcinoma.