Multidrug resistance is considered as a major obstacle for effective tumour chemotherapy. With the ability to deliver drugs into tumour cells, microparticles may act as a drug delivery vehicle to overcome drug resistance. In the present study, we developed an approach employing daunorubicin-loaded microparticles to surmount the drug resistance in leukaemia. The microparticles, derived from the drug-sensitive cells K562 and the drug-resistant cells K562/ADR, composed of cellular material, can effectively package drugs using intracellular and extracellular drug-loading method, respectively. The results demonstrated that the microparticles significantly improved the drug anti-tumour effect, which was influenced by the preparation methods and the source of donor cells. We further confirmed that the uptake of microparticles is mediated by an energy-driven endocytic process and mainly associated with clathrin-independent endocytosis and macropinocytosis. These results indicated that the microparticle could serve as a promising drug vehicle for the treatment of drug-resistant leukaemia.