Due to the complexity of tumor pathogenesis and the heterogeneity of the tumor microenvironment (TME), it is difficult to obtain satisfactory efficacy with a single therapy. In this study, a hyaluronic acid (HA)-modified ruthenium nanoaggregate (RuNA) and glucose oxidase (GOD) -loaded manganese dioxide (MnO2) nanoflowers (MRG@HA) have been prepared. RuNA and MnO2nanoflowers can generate O2in TME, alleviating tumor tissue hypoxia. RuNA is a good photothermal agent for high-temperature ablation of solid tumors under infrared laser irradiation. GOD consumes glucose in the presence of O2and converts it into glucuronic acid and hydrogen peroxide, reducing tumor nutrient supply while promoting Fenton-like reactions of MnO2nanoflowers and RuNA to produce cytotoxic hydroxyl radicals. MRG@HA can also actively target tumor cells through the affinity of HA and CD44 receptor to improve the antitumor effect. In vitroand in vivostudies have confirmed the synergistic effect of MRG@HA with tumor photothermal/chemodynamic/starvation therapy, showing its great potential for clinical application in tumor therapy.