CEACAM5 and cholangiocarcinoma: Furthermore, irAEs were an independent prognostic factor for PFS in CCA patients (P=0.033), while irAEs and CEA levels were independent prognostic factors for OS (irAEs: P=0.001; CEA levels: P=0.003).