Abstract
Pancreatic ductal adenocarcinoma stands out as an exceptionally fatal cancer owing to the complexities associated with its treatment and diagnosis, leading to a notably low five-year survival rate. This study offers a detailed exploration of epidemiological trends in pancreatic cancer and key molecular drivers, such as mutations in CDKN2A, KRAS, SMAD4, and TP53, along with the influence of cancer-associated fibroblasts (CAFs) on disease progression. In particular, we focused on the pivotal roles of signaling pathways such as the transforming growth factor-β and Wnt/β-catenin pathways in the development of pancreatic cancer and investigated their application in emerging therapeutic strategies. This study provides new scientific perspectives on pancreatic cancer treatment, especially in the development of precision medicine and targeted therapeutic strategies, and demonstrates the importance of signaling pathway research in the development of effective therapeutic regimens. Future studies should explore the subtypes of CAFs and their specific roles in the tumor microenvironment to devise more effective therapeutic methods.