The E/N-cadherin switch during epithelial-mesenchymal transition (EMT) is significantly associated with poor prognosis in cholangiocarcinoma [38], and LKB1 is involved in EMT of human lung cancer cells [21, 22]. Here, STK11 is linked to cholangiocarcinoma.