TAMs in CCA are primarily of the M2 phenotype, influenced by the STAT3 pathway, and release cytokines (TNF-α, TGF-β, IL-6, IL-10, VEGF-A) that support tumor growth and metastasis [25]. This evidence concerns the gene TNF and cholangiocarcinoma.