We applied InterCellDB to a group of ligand–receptor pairs specified in Zhang's analysis and evaluated whether IL6–IL6R was the potential messenger between vCAFs and ICC cells (Figure 3b). Here, IL6R is linked to intrahepatic cholangiocarcinoma.