The results of the computer-aided analysis can be validated by in vitro cell experiments, and the role of our key ceRNA networks in CCA can be further validated by knocking out key genes (such as MECOM, RCN2, etc.)in CCA cells. The gene discussed is MECOM; the disease is cholangiocarcinoma.