Intraductal papillary neoplasms (IPN), precancerous lesions of cholangiocarcinoma, show a significant reduction in CD8 + T and CD20 + B lymphocyte counts compared to biliary epithelial neoplasms (BilIN). Here, CD8A is linked to bile duct papillary neoplasm.