Aim: To evaluate the anti-pancreatic cancer effect of novel Tubeimoside I multifunctional liposomes combined with gemcitabine.Methods: Liposomes were prepared through the thin film hydration method, with evaluations conducted on parameters including encapsulation efficiency (EE%), particle size, polydispersity index (PDI), zeta potential (ZP), storage stability, and release over a 7-day period. The cellular uptake rate, therapeutic efficacy in vitro and in vivo and the role of immune microenvironment modulation were evaluated.Results: The novel Tubeimoside I multifunctional liposomal exhibited good stability, significant anti-cancer activity, and immune microenvironment remodeling effects. Furthermore, it showed a safety profile.Conclusion: This study underscores the potential of Novel Tubeimoside I multifunctional liposomal as a promising treatment option for pancreatic cancer.