Herein, a PD-L1 modified hierarchical structure consisting of a magnetic Fe<sub>3</sub>O<sub>4</sub> core and spiky silica shell (MNP@Spiky/PD-L1) is developed to reverse the immunosuppressive tumor microenvironment and trigger powerful antitumor immune responses. The gene discussed is CD274; the disease is neoplasm.