The therapeutic potential of a nucleoside analog, gemcitabine, is severely compromised due to its rapid clearance from systemic circulation by enzymatic degradation into inactive metabolite. In the present investigation, micelles based on polymer-drug conjugate were developed for gemcitabine and investigated for their potential to improve cancer chemotherapy. The tocopherol poly(ethylene glycol) succinate 1000 (TPGS)-Gemcitabine prodrug was synthesized via amide linkage and characterised by analytical methods, including FT-IR, 1 H-NMR, and MALDI-TOF.The micellar formulation of TPGS-Gemcitabine prodrug was developed by self-assembly technique and evaluated for various physicochemical parameters including particle size, polydispersity, morphology, critical micelle concentration and release profile. It was shown observed that gemcitabine present in TPGS-Gemcitabine micelles were resistant to deamination from crude cytidine deaminase. The improved cytotoxicity of the micellar formulation was observed by TPGS-Gemcitabine micelles against pancreatic cancer cells. Further, it was investigated that unlike native gemcitabine, the nucleoside transporters were not required for TPGS-Gem micelles to demonstrate its anticancer potential. These finding revealed that TPGS-Gemcitabine micelles may serve as a promising platform for gemcitabine in order to improve its anticancer efficacy.