The drug-loaded, transferrin and poly (ethylene glycol) (PEG)-functionalized gold nanoshells on silica nanorattles (pGSNs-Doc-Tf) can combine the active targeting, passive targeting, remote-controlled photothermal therapy together with chemotherapy to completely kill tumor cells via a single irradiation with near-infrared laser light.