MUC5AC and cholangiocarcinoma: Then, on The Search Tool for the Retrieval of Interacting Networks Genes (STRING) database, the protein-protein interaction (PPI) network was constructed and the top three central genes (CHST4, MUC16 and MUC5AC) of CCA were screened by Cytoscape (3.8.2).