Intriguingly, cluster 1 included all seven cases with anIDH1 or IDH2 hotspot mutation, whilecluster 2 was enriched in extrahepatic or perihilar CCA, and cluster 3 containedall five FGFR2 fusions. This evidence concerns the gene IDH2 and cholangiocarcinoma.