This has been validated in HGF-ablated and MET-ablated mouse ICC models, as well as in CellPhoneDB, which is a publicly available repository of curated receptors, ligands, and their interactions (21, 55). The gene discussed is MET; the disease is intrahepatic cholangiocarcinoma.