This review will discuss the interactions between immune cells (including CD8+ T cells, CD4+ T cells, macrophages, natural killer cells, dendritic cells, myeloid suppressor cells, mast cells, and neutrophils) and stromal cells (including cancer-associated fibroblasts, endothelial cells) in the TME of CCA. Here, CD4 is linked to cholangiocarcinoma.