Boosting(机器学习)
级联
免疫
计算生物学
生物
免疫系统
化学
免疫学
计算机科学
人工智能
色谱法
作者
Shuiling Chen,Ming Li,Yu Zhang,Yushu Dong,Jinying Wu,Lixiang Li,Xing Guo,Xia Liu,Jianwen Hou,Shaobing Zhou
出处
期刊:Science Advances
[American Association for the Advancement of Science (AAAS)]
日期:2025-10-08
卷期号:11 (41): eadw4212-eadw4212
标识
DOI:10.1126/sciadv.adw4212
摘要
Limited tumor immunogenicity and the profoundly immunosuppressive tumor microenvironment (TME) pose major challenges to effective cancer immunotherapy. Herein, we present a photoactivatable immunostimulator based on nanoengineered microalgae (PCC@AuNP) to simultaneously enhance tumor immunogenicity and remodel the TME. Mechanistically, photocatalytically generated hydrogen induces robust immunogenic cell death by triggering severe endoplasmic reticulum stress and mitochondrial dysfunction. Concurrently, photosynthetic oxygen production and photocatalytic lactic acid depletion collaboratively alleviate immunosuppression within the TME, thereby enhancing cytotoxic T lymphocyte activity by reducing the infiltration of immunosuppressive cells and promoting the repolarization of tumor-associated macrophages from the M2 to the M1 phenotype. In vivo studies demonstrate that PCC@AuNP not only eradicates primary tumors but also elicits potent systemic antitumor immunity against distant lesions, without observable toxicity to healthy tissues. Collectively, this innovative PCC@AuNP platform offers a safe and effective therapeutic strategy, heralding a pioneering era of cascade-augmented gas-driven cancer immunotherapy with superior precision and biosafety.
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