IL-1β, TNFβ, MIP-1β and Flt-3L was positively associated with ICC, whereas IL-1Ra was negatively associated with ICC in patients with Sneathia-present VMB (Fig. 6E). Here, CCL4 is linked to intrahepatic cholangiocarcinoma.