Despite the fact that they did not find a strong link between CCDC6 expression and the types of immune cells infiltrating CCA, they did observe a weak association between CCDC6 and key immune checkpoint molecules, like PD-1, PDCD1, and CTLA4, in CCA from the GEPIA database. Here, PDCD1 is linked to cholangiocarcinoma.