This review summarizes the expression of PD-1, PD-L2, B7-H3, B7-H4, VISTA, and HHLA2 in the immune microenvironment of pancreatic cancer and their roles in promoting tumor metastasis and invasion. This evidence concerns the gene HHLA2 and pancreatic neoplasm.