In addition, KEGG pathway analysis showed that these genes were significantly enriched in the Rap1 signaling pathway, the PI3K-Akt signaling pathway, the Ras signaling pathway and other tumor-associated signaling pathways. Here, AKT1 is linked to neoplasm.