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Three model drugs with different function groups were chosen to dialyze with dextran-graft-poly (N-isopropylacrylamide). Only ibuprofen could induce the formation of drug loaded micelles, which was confirmed with dynamic light scattering and transmission electron microscope. Hydrogen-bonding between the amide groups of poly (N-isopropylacrylamide) and the carboxyl groups of ibuprofen was driving force for the drug-loaded micelle. It was also found that the diameter of the ibuprofen-loaded micelles changed reversibly against temperature.