AKT1 and cancer: Results showed the top 20 involved signaling pathways, including the cancer pathway, Ras signaling pathway, Rap1 signaling pathway, PI3K-Akt signaling pathway, and MAPK signaling pathway, suggesting that these four exosomal miRNAs play crucial roles in metastasis and proliferation progression of ESCC.