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数学模型提示,当前 CAR-巨噬细胞剂量对低预输注肿瘤负荷有效,但对高肿瘤负荷难治

英文原题:Mathematical model suggests current CAR-macrophage dosage is efficient to low pre-infusion tumour burden but refractory to high tumour burden.

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Mathematical model suggests current CAR-macrophage dosage is efficient to low pre-infusion tumour burden but refractory to high tumour burden.

PubMed 2025/09/04(内容时间) J Theor Biol Q2 · IF 1.9(JCR 2025)

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中文摘要

嵌合抗原受体(CAR)-巨噬细胞疗法因具有抗原特异性吞噬作用和肿瘤清除能力,是一种有前景的肿瘤治疗方法。然而,肿瘤负荷、剂量和给药方案对治疗结局的精确影响仍知之甚少。

我们开发了常微分方程(ODE)数学建模,并利用参数推断来分析基于体外FACS的吞噬试验数据,该数据测试了CD19阳性Raji肿瘤细胞与CAR-巨噬细胞的相互作用,揭示CAR-巨噬细胞的吞噬效率随Raji细胞和CAR-巨噬细胞浓度增加而提高,但会趋于饱和。这种相互作用导致Raji细胞动力学呈现双稳态;具体而言,在特定CAR-巨噬细胞浓度范围内,低肿瘤负荷可被有效抑制,而高肿瘤负荷则仍然难治。

此外,我们的模型预测,当前临床试验通常建议的CAR-巨噬细胞剂量仅在肿瘤负荷较低时才能产生有利的治疗结局。对于固定总剂量的分次CAR-巨噬细胞输注,首次输注高剂量CAR-巨噬细胞可带来更优的治疗结局。

最后,我们确定了替代输注方案:每月给予50亿个细胞,持续三个月,或每两个月给予70亿个细胞,持续六个月,无论肿瘤负荷如何,均可有效抑制Raji细胞复制。

我们的发现强调,CAR-巨噬细胞治疗结局受肿瘤负荷和不同给药方案的强烈影响。这项工作强调,降低肿瘤负荷、在首次输注中增加CAR-巨噬细胞剂量以及延长CAR-巨噬细胞持久性是实现持久缓解的关键策略。

展开英文摘要原文

Chimeric antigen receptor (CAR)-macrophage therapy is a promising approach for tumour treatment due to antigen-specific phagocytosis and tumour clearance.

However, the precise impact of tumour burden, dose and dosing regimens on therapeutic outcomes remains poorly understood.

We developed ordinary differential equation (ODE) mathematical modelling and utilised parameter inference to analyse in vitro FACS-based phagocytosis assay data testing CD19-positive Raji tumour cell against CAR-macrophage, and revealed that phagocytosing efficiency of CAR-macrophage increases but saturates as both Raji cell and CAR-macrophage concentrations increase.

This interaction resulted in bistable Raji cell kinetics; specifically, within a particular range of CAR-macrophage concentration, low tumour burdens are effectively inhibited, while high tumour burdens remain refractory.

Furthermore, our model predicted that CAR-macrophage dosages typically suggested by current clinical trials yield favourable therapeutic outcomes only when tumour burden is low. For split CAR-macrophage infusion with fixed total dosage, the first infusion with high CAR-macrophage dose delivers superior treatment outcomes.

Finally, we identified alternative infusion regimens: five billion cells administered monthly for three months, or seven billion cells every two months for six months, can efficiently suppress Raji cell replication irrespective of tumour burden.

Our findings highlight CAR-macrophage therapeutic outcomes are strongly influenced by both tumour burden and different dosing regimens. This work underscores that reducing tumour burden, increasing CAR-macrophage dose in the first infusion and prolonging CAR-macrophage persistence are key strategies for achieving durable responses.

论文信息

作者
Xu S、Liu M
第一作者单位
Faculty of Biology, Technion-Israel Institute of Technology, Haifa, Israel; Department of Environment and Genetics, School of Agriculture, Biomedicine and Environment, La Trobe University, Bundoora, Australia; Department of Mathematics and Statistics, La Trobe University, Bundoora, Australia. Electronic address: nashduan@gmail.com.Israel
通讯作者单位
Guangdong Immune Cell Therapy Engineering and Technology Research Center, Center for Protein and Cell-Based Drugs, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China. Electronic address: mx.liu@siat.ac.cn.China
期刊
Journal of theoretical biology2026 Jan 7
原文标识
PubMed 40914281 · DOI 10.1016/j.jtbi.2025.112263