The expression of other genes frequently upregulated in human iCCA, such as Sox9, Klf5, Ctgf and Jag1 among others, was also significantly upregulated in TAA-induced CCA tissues (Supplementary Fig. 3). Here, SOX9 is linked to cholangiocarcinoma.