Integrative analysis showed that the most dominant pairwise cell-cell contacts in mFGFR2 iCCA were between tumor cells and CD11b+/CD15+ granulocytes as well as between tumor cells and αSMA+ fibroblasts and CD68+/CD163- macrophages. This evidence concerns the gene FUT4 and neoplasm.