Isorhamnetin (ISO) and anti-PD-L1 antibody dual-functional mesoporous silica nanoparticles (HMSN-ISO@ProA-PD-L1 Ab) were prepared as an antitumor drug to play a synergistic anti-tumor role. Here, CD274 is linked to neoplasm.