Moreover, three potential biomarker genes were hypomethylated in the tumorigenesis of ICC: ehf, epha4 and itgb6. In summary, our study provides a comprehensive analysis of molecular mechanisms accompanying the progressive nras61K-induced ICC. The gene discussed is EHF; the disease is intrahepatic cholangiocarcinoma.