A phenotype-structured model for the tumour-immune response

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Zineb Kaid, Camille Pouchol, Jean Clairambault Ljll, Mamba
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引用次数: 1

Abstract

This paper presents a mathematical model for tumour-immune response interactions in the perspective of immunotherapy by immune checkpoint inhibitors ICIs). The model is of the nonlocal integro-differential Lotka-Volterra type, in which heterogeneity of the cell populations is taken into account by structuring variables that are continuous internal traits (aka phenotypes) present in each individual cell. These represent a lumped ``aggressiveness'', i.e., for tumour cells, malignancy understood as the ability to thrive in a viable state under attack by immune cells or drugs - which we propose to identify as a potential of de-differentiation -, and for immune cells, ability to kill tumour cells, in other words anti-tumour efficacy. We analyse the asymptotic behaviour of the model in the absence of treatment. By means of two theorems, we characterise the limits of the integro-differential system under an a priori convergence hypothesis. We illustrate our results with a few numerical simulations, which show that our model reproduces the three Es of immunoediting: elimination, equilibrium, and escape. Finally, we exemplify the possible impact of ICIs on these three Es.
肿瘤免疫反应的表型结构模型
本文从免疫检查点抑制剂免疫治疗的角度提出了肿瘤-免疫反应相互作用的数学模型。该模型是非局部积分-微分Lotka-Volterra型,其中细胞群体的异质性通过结构变量来考虑,这些变量是每个细胞中存在的连续内部特征(又名表型)。这些代表了一种集中的“侵略性”,即,对于肿瘤细胞来说,恶性被理解为在免疫细胞或药物攻击下以存活状态茁壮成长的能力——我们建议将其确定为去分化的潜力——对于免疫细胞来说,杀死肿瘤细胞的能力,换句话说,抗肿瘤功效。我们分析了在没有处理的情况下模型的渐近行为。在先验收敛假设下,利用两个定理刻画了积分-微分系统的极限。我们用一些数值模拟来说明我们的结果,这表明我们的模型再现了免疫编辑的三个e:消除、平衡和逃逸。最后,我们举例说明了ici对这三个e可能产生的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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