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Page 14 of 28                                               Cheng et al. Cancer Drug Resist. 2025;8:46





               complex class I (MHC I) expression in carcinoma cells, facilitating their recognition by T cells . In vivo, the
                                                                                              [150]
               hydrogel achieved a 78% tumor inhibition rate and reduced pulmonary metastatic nodules by 26-fold
               compared with the control group. The construction of the injectable hydrogel and its mechanism in
               reversing T cell exhaustion are presented in Figure 5. A stable water-in-oil lipiodol Pickering emulsion
               stabilized with calcium phosphate nanoparticles was fabricated to encapsulate L-arginine, which modulates T
               cell metabolism. The emulsion neutralized the acidic TME via calcium phosphate and regulated T cell
               metabolism through L-arginine, thereby synergistically reversing CD8  T cell exhaustion and tumor
                                                                               +
               immunosuppression . In non-small cell lung cancer, hypoxia and lipid rafts in the cell membrane hinder T
                                [151]
               cell infiltration and impair their function. An albumin-bound fluvastatin nanoformulation simultaneously
               alleviated hypoxia and disrupted lipid raft integrity, restoring T cell infiltration and enhancing cytotoxic T
               cell function, ultimately improving the efficacy of anti-PD-1 antibody therapy .
                                                                                [152]

               Manganese dioxide-albumin nanoparticles were used as drug carriers to load buformin (an inhibitor of
               mitochondria-associated oxidative phosphorylation) and methylene blue (a photodynamic therapy agent
               with PD-1 inhibition activity) via electrostatic absorption. Hypoxia was alleviated by inhibiting O 2
               consumption with buformin and generating O  through MnO  activity, thereby enhancing photodynamic
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                                                                     2
               therapy. Furthermore, the manganese dioxide-albumin complex strengthened ICD, inhibited the
               PD-1/PD-L1 axis, and relieved T cell exhaustion . Cancer cell membrane - encapsulated manganese oxide
                                                        [153]
               nanozymes with multienzyme-mimicking activity exhibited peroxidase- and oxidase-like functions and
               induced ICD. The released Mn  promoted dendritic cell maturation and TAM reprogramming, while
                                          2+
               catalase-like activity relieved tumor hypoxia. Collectively, these effects reversed the immunosuppressive
               TME and significantly increased the proportions of CD8  cytotoxic T lymphocytes and CD4  T cells within
                                                                                              +
                                                               +
               tumors. Combination therapy with the manganese oxide nanozyme and PD-1 antibody further enhanced T
               cell-mediated antitumor immunity [154] . Liposomes were also engineered to co-deliver metformin, which
               downregulates PD-L1 expression via AMP-activated protein kinase-mediated ER-associated protein
               degradation, and IR775, a photodynamic therapy agent. These liposomes alleviated tumor hypoxia to boost
               ROS production, reduced PD-L1 expression, and reversed T cell exhaustion .
                                                                              [155]

               CaO  nanoparticles encapsulated with EL4 cell membranes effectively rescued T cells from exhaustion by
                   2
               increasing glucose availability for cytotoxic lymphocytes and decreasing lactic acid accumulation through
               Ca -mediated blockade of glycolysis. They also alleviated hypoxia, scavenged TGF-β1, and blocked PD-L1
                 2+
               via cell membrane receptors [156] . In vivo, treatment with CaO  nanoparticles and 2-deoxyglucose increased
                                                                   2
               tumor-infiltrating IFN-γ  CD8  T cells by 6.1-fold, demonstrating effective rescue of CD8  T cells from
                                     +
                                          +
                                                                                               +
               exhaustion in the immunosuppressive TME. Remarkably, this combination also reduced MDSCs and Tregs
               by 30.6% and 28.6%, respectively.

               Nanomaterials retarding immune escape
               The PD-1/PD-L1 axis is a key pathway mediating immune evasion, and numerous nanoformulations have
               been developed to alleviate hypoxia or inhibit PD-1/PD-L1-mediated immune escape. As depicted in Figure
               6, a hybrid nanoadjuvant was fabricated by loading triphenylphosphine-derived metformin - an agent that
               decreases oxygen consumption by actively targeting mitochondria and inhibiting complex I of the
               respiratory chain - into albumin-templated manganese dioxide nanoparticles through positive and negative
               adsorption. Tumor hypoxia was alleviated by increased O  production catalyzed by MnO  and decreased O 2
                                                                2
                                                                                           2
               consumption induced by metformin-mediated mitochondrial inhibition. In addition, metformin suppressed
               TGF-β secretion and reduced membrane-localized PD-L1 expression, thereby reversing the
               immunosuppressive microenvironment and activating T cells [157] . Liposomes co-loaded with metformin,
               catalase, and hematoporphyrin monomethyl ether were designed to relieve hypoxia and enhance the efficacy
               of photoimmunotherapy in “cold” tumors. Hypoxia was reversed through H O  decomposition catalyzed by
                                                                                2
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