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溶瘤病毒与 CAR-T 细胞联合治疗:数学模型概念验证

英文原题:A combination therapy of oncolytic viruses and chimeric antigen receptor T cells: a mathematical model proof-of-concept.

查看英文原题

A combination therapy of oncolytic viruses and chimeric antigen receptor T cells: a mathematical model proof-of-concept.

PubMed 2022/03/02(内容时间) Math Biosci Eng

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中文摘要

将CAR-T(CAR-T)细胞与溶瘤病毒(OVs)联合使用,最近在临床前研究中已成为一种有前景的治疗方法,旨在缓解CAR-T 细胞治疗面临的一些障碍。

在本研究中,我们通过数学建模来解决一个主要问题:在OVs治疗期间,单次剂量或多次序贯剂量的CAR-T 细胞是否会对肿瘤缩小产生协同效应。为此,我们提出了一个基于常微分方程的模型,并引入病毒诱导的协同作用,以研究不同方案对肿瘤细胞群体产生有效联合治疗效果的潜在影响。模型模拟显示,虽然单次剂量CAR-T 细胞治疗不足以消除所有肿瘤细胞,但在没有病毒诱导协同作用的情况下,将相同剂量与单次剂量OVs联合可以成功消除肿瘤。

然而,在存在病毒诱导协同作用的情况下,相同的联合治疗无法消除肿瘤。此外,研究还表明,如果病毒诱导的协同强度和/或病毒溶瘤效力较高,那么诱导产生的CAR-T 细胞反应可能会抑制病毒溶瘤作用。

另外,模拟显示,与先给予CAR-T 细胞或在注射OV后给予CAR-T 细胞的联合治疗相比,同时给予OVs和CAR-T 细胞对肿瘤细胞减少表现出更稳健的协同效应。

我们的研究结果表明,如果在基因工程改造溶瘤病毒载体时纳入病毒诱导的协同效应,那么CAR-T 细胞与OVs的联合治疗似乎不太可能有效。

展开英文摘要原文

Combining chimeric antigen receptor T (CAR-T) cells with oncolytic viruses (OVs) has recently emerged as a promising treatment approach in preclinical studies that aim to alleviate some of the barriers faced by CAR-T cell therapy. In this study, we address by means of mathematical modeling the main question of whether a single dose or multiple sequential doses of CAR-T cells during the OVs therapy can have a synergetic effect on tumor reduction.

To that end, we propose an ordinary differential equations-based model with virus-induced synergism to investigate potential effects of different regimes that could result in efficacious combination therapy against tumor cell populations. Model simulations show that, while the treatment with a single dose of CAR-T cells is inadequate to eliminate all tumor cells, combining the same dose with a single dose of OVs can successfully eliminate the tumor in the absence of virus-induced synergism.

However, in the presence of virus-induced synergism, the same combination therapy fails to eliminate the tumor.

Furthermore, it is shown that if the intensity of virus-induced synergy and/or virus oncolytic potency is high, then the induced CAR-T cell response can inhibit virus oncolysis.

Additionally, the simulations show a more robust synergistic effect on tumor cell reduction when OVs and CAR-T cells are administered simultaneously compared to the combination treatment where CAR-T cells are administered first or after OV injection.

Our findings suggest that the combination therapy of CAR-T cells and OVs seems unlikely to be effective if the virus-induced synergistic effects are included when genetically engineering oncolytic viral vectors.

论文信息

作者
Mahasa KJ、Ouifki R、Eladdadi A、Pillis L
第一作者单位
Department of Mathematics and Computer Science, National University of Lesotho, Roma 180, Maseru, Lesotho.Italy
通讯作者单位
Harvey Mudd College, Claremont, CA, USA.United States
期刊
Mathematical biosciences and engineering : MBE2022 Mar 2
原文标识
PubMed 35430822 · DOI 10.3934/mbe.2022205