Boosting(机器学习)
硼
中子俘获
纳米颗粒
免疫
中子
化学
纳米技术
材料科学
医学
核物理学
物理
计算机科学
免疫系统
人工智能
免疫学
作者
Weian Huang,Heon Kang,Xu Han,Jie Yu,Xiaoxiao Chen,Takushi Takata,Yoshinori Sakurai,Minoru Suzuki,Naoki Komatsu
标识
DOI:10.1101/2025.04.02.646946
摘要
Boron neutron capture therapy (BNCT) is emerging cancer radiotherapy requiring 10 B sensitizer. Although boronophenylalanine (BPA)-BNCT is approved clinically in Japan, the low tumour selectivity and retentivity result in the long-time infusion of high doses. Based on our finding of the size-controllable mechanochemical synthesis of boron-10 carbide nanoparticles ( 10 B 4 C NPs), the 50 nm size NPs grafted with poly(glycerol), 10 B 4 C(50)-PG, is found to show superior tumour selectivity and retentivity to enhance the eradication efficacy at much lower dosage (5 mg [ 10 B] / kg (mouse)). The dosage is further reduced by twice neutron irradiation or combination with an immune checkpoint inhibitor (ICI). Antitumour immunity is found to be boosted by 10 B 4 C(50)-PG-BNCT to induce abscopal effect to treat remote or metastatic tumours and long-term memory to prevent cancer recurrence. Additionally, minimal side effects and gradual NP excretion are observed for one year. The 10 B 4 C(50)-PG is concluded to be a promising 10 B carrier for clinical application of BNCT due to the prominent antitumour efficacy and immune-activation with minimal toxicity.
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