Besides, our experiment showed that TSPAN1 interacted with integrin α6β1 to amplify PI3K/AKT/GSK-3β/Snail/PTEN feedback loop to induce EMT in CCA. The gene discussed is AKT1; the disease is cholangiocarcinoma.