We used IHC staining to evaluate the infiltration of tumor-infiltrating inflammatory/immune cells in the CCA microenvironment, including CD8+ T cells, FOXp3+ T cells (Tregs), and CD163+ M2 macrophages (TAMs) (Supplementary Fig. S4). This evidence concerns the gene CD163 and neoplasm.