I-FLICE, MUC1, MMP14, mIDH1, and SPP1 were found to be highly expressed in cholangiocarcinoma tissues, and they promoted cholangiocarcinoma progression by affecting T cell interactions or T cell immune infiltration. This evidence concerns the gene SPP1 and cholangiocarcinoma.