Throughout malignant transformation, stromal ERα expression was progressively upregulated, while epithelial PR expression was downregulated at the transformed epithelium of the CIS and ICC stage—underscoring the carcinogenic role of stromal ERα and the tumor suppressor role of epithelial PRs. The gene discussed is WNK3; the disease is intrahepatic cholangiocarcinoma.