A biopolymer-inorganic hybrid system (MSN@PBLGF) is designed and fabricated from mesoporous silica nanoparticles (MSNs) and folic acid (FA)-terminated temperature-sensitive synthetic polypeptide, i.e., poly(γ-benzyl-L-glutamate)(PBLG)derivative,throughathiol-disulfideexchangereaction,whereMSNs with high drug loading capacity serve as drug nanocarriers and the biocompatible PBLG biopolymer brushes installed on MSN surface through disulfide bonds endow the system with tumor-specific recognition ability and GSH/temperature dual-stimuli responsiveness. Controlled drug release experi-ments indicate that DOX can be tightly hosted in the system with limited premature release, but efficiently released in response to an increased concentration of GSH and/or an elevated temperature. Intracellular experiments demonstrate that the DOX-loaded MSN@PBLGF nanohybrid shows outstanding cellular uptake and cell-growth inhibition effects on human lung cancer cell line A549 in comparison with healthy human cells such as hepatocyte cells LO2.