Additionally, both CCA (93% ± 10) and HCC (97% ± 5) patients displayed a statistically significant decrease in the frequency of TNFα producing intermediate monocytes with high-level surface expression of HLA-DR (HLADR++) at T0 in comparison to the HG (100% ± 0). Here, TNF is linked to cholangiocarcinoma.