Coordinate expression of other stemness genes including CD13, CD24, CD133, EpCAM, OCT4, SOX2, Nanog and KLF4 with immune checkpoints evaluated in this study did not show an association with overall survival in CCA patients (Supplementary Materials, Table S2). Here, CD24 is linked to cholangiocarcinoma.