KEGG pathway analysis identified critical pathways like Akt signaling, HIF-1 signaling, p53 signaling, and cancer-related pathways, linking the genes to cell survival, stress responses, and cancer progression (Fig. 4E). This evidence concerns the gene TP53 and cancer.