Additionally, these aging phenotype-associated genes were involved in mediating tumorigenic pathways (ECM–receptor interaction, PI3K–Akt signaling pathway, proteoglycans in cancer, Rap1 signaling pathway, etc.; Figure 5E). This evidence concerns the gene AKT1 and cancer.