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Large language model-guided CAR-T in silico platform for cytokine optimization in liver cancer with low antigen density

Abstract CAR-T cell therapy has shown remarkable success in hematologic malignancies but remains limited in solid tumors such as liver cancer due to antigen heterogeneity, low target antigen density, and an immunosuppressive tumor microenvironment (TME). Cytokine engineering can enhance CAR-T persis...

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Autors principals: Haochen Nan, Xinyuan Shen, Youcheng Yang, Shubing Wang, Yan-Ruide Li
Format: Artigo
Idioma:Inglês
Publicat: BMC 2026-07-01
Col·lecció:Journal of Hematology & Oncology
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Accés en línia:https://doi.org/10.1186/s13045-026-01822-6
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