TGFB1 and cholangiocarcinoma: Given that EMT and CSCs have a substantial role in CCA initiation and progression, we assessed the association of immune checkpoint molecule expression in aggressive CCA cell subpopulations such as CSCs and cells undergoing transforming growth factor (TGF)-β1- and tumor necrosis factor (TNF)-α-mediated EMT.