Overall, the precursor lesions and invasive CCA have overlapping mutations with few exceptions: ROBO2 mutations exist only in invasive CCA, and CTNNB1 are identified in ITPN and IPNB (36). Here, CTNNB1 is linked to cholangiocarcinoma.