Furthermore, this study identified immune microenvironment alterations during liver metastasis of PDAC and elucidated the interactions between tumor cells and Treg and Tex cells during early dissemination, and the regulatory mechanism by which CITED4 promotes liver metastasis of pancreatic cancer. The gene discussed is CITED4; the disease is pancreatic neoplasm.