Notably, in the early stages of CCA carcinogenesis, α-SMA+ CAFs induce the proliferation of non-neoplastic biliary epithelial by inducing apoptosis inhibition [55]. The gene discussed is ACTA1; the disease is cholangiocarcinoma.