In addition, we employed multiplex immunofluorescence (mIF) staining to detect the expression of key autophagic markers, including Beclin-1, p62, and LC3B, in intrahepatic cholangiocarcinoma (ICC) tumor vasculature. The gene discussed is BECN1; the disease is neoplasm.