Total tissue-infiltrating T lymphocytes showed divergent distribution profiles in BilIN compared to IPN with a reversed median CD8+ to CD4+ T-cell ratio of 2.15 (Fig. 4a, b). Here, CD8A is linked to bile duct papillary neoplasm.