Pancreatic cancer has a high degree of malignancy and poor prognosis. Most patients have no chance of surgery at first diagnosis, and the surgical resection rate is only about 20% ~30%. For patients with unresectable locally advanced and distant metastases, systemic treatment plays an important role in improving their prognosis. However, the objective response rate of the first-line chemotherapy regimen represented by gemcitabine/albumin paclitaxel or oxaliplatin/irinotecan/calcium leucovorin/5-fluorouracil (oxaliplatin, irinotecan, 5-FU/LV, FOLFIRINOX) is less than 40%, targeting the target therapy of kirsten rat sarcoma viral oncogene (KRAS) G12C, poly-ADP ribose polymerase pathway potential benefit population<10%, with limited prognostic improvement. In recent years, immunotherapy has been applied to a variety of solid tumors and has made great progress, which has significantly improved the prognosis of patients. However, based on the tumor microenvironment (TME) in which pancreatic cancer is immunosuppressed, simple immunotherapy mostly ends in failure. Recently, aiming at the abnormally abundant tumor stroma of pancreatic cancer, the related research on transforming "cold" tumors into "hot" tumors through immune microenvironment remodeling has become a hot topic. New combinations and methods such as immunotherapy combined with chemotherapy, targeted therapy, chimeric antigen receptor T-cell (CAT-T) technology and tumor vaccine have shown good safety in early clinical research and are expected to lead the direction of comprehensive treatment of pancreatic cancer in the future.