Programmed Death-Ligand 1 (PD-L1) has been noted in 10–70% of ICC tumor specimens and its expression has been associated with tumor aggressiveness and diminished survival [43]. The gene discussed is CD274; the disease is intrahepatic cholangiocarcinoma.