In the tumour microenvironment (TME) of CCA, profound metabolic reprogramming in both malignant and immune-cell compartments can lead to a state of immune exhaustion characterised by persistently impaired CD8+ T-cell function, reduced cytokine production, and limited memory formation. This evidence concerns the gene CD8A and cholangiocarcinoma.