In addition, in the present study, samples with high ICC gene expression were enriched for nuclear translocation, protein localization, the glucagon signaling pathway, apoptosis, the Wnt signaling pathway and other biological processes that contribute to tumor progression. This evidence concerns the gene GCG and intrahepatic cholangiocarcinoma.