Our findings support that ICC/IDC have an aggressive phenotype by upregulating the TNFα pathway via NFκB pathway leading to the expression of JAG1 which likely induces neovasculature through NOTCH signaling. The gene discussed is JAG1; the disease is intrahepatic cholangiocarcinoma.