Further encapsulation of TH in a PLGA-mPEG copolymer using an antisolvent precipitation method created TH-NPs, which displayed excellent stability on shelf or in various physiological media, and further improved both in vitro anti-tumor activity and in vivo therapeutic efficacy. Here, TH is linked to neoplasm.