Our results showed that the signalling pathways are implicated in ESCC, including cell cycle and apoptosis regulation, histone modification, Wnt pathway, NOTCH pathway, PI3K/AKT pathway, P53 signalling pathway, and Hedgehog signalling pathway. The gene discussed is AKT1; the disease is esophageal squamous cell carcinoma.