Division of Mathematics, University of Dundee, Dundee DD1 4HN, United Kingdom.
Laboratoire Mathematiques de Besançon, UMR-CNRS 6623, Université de Bourgogne Franche-Comté, 16 Route de Gray, Besançon, France.
Math Biosci Eng. 2022 Apr 14;19(6):6157-6185. doi: 10.3934/mbe.2022288.
In this study we investigate computationally tumour-oncolytic virus (OV) interactions that take place within a heterogeneous extracellular matrix (ECM). The ECM is viewed as a mixture of two constitutive phases, namely a fibre phase and a non-fibre phase. The multiscale mathematical model presented here focuses on the nonlocal cell-cell and cell-ECM interactions, and how these interactions might be impacted by the infection of cancer cells with the OV. At macroscale we track the kinetics of cancer cells, virus particles and the ECM. At microscale we track (i) the degradation of ECM by matrix degrading enzymes (MDEs) produced by cancer cells, which further influences the movement of tumour boundary; (ii) the re-arrangement of the microfibres that influences the re-arrangement of macrofibres (i.e., fibres at macroscale). With the help of this new multiscale model, we investigate two questions: (i) whether the infected cancer cell fluxes are the result of local or non-local advection in response to ECM density; and (ii) what is the effect of ECM fibres on the the spatial spread of oncolytic viruses and the outcome of oncolytic virotherapy.
在这项研究中,我们通过计算研究了肿瘤溶瘤病毒(OV)与异质细胞外基质(ECM)之间的相互作用。细胞外基质被视为两种组成相的混合物,即纤维相和非纤维相。这里提出的多尺度数学模型主要关注非局部细胞-细胞和细胞-细胞外基质相互作用,以及这些相互作用如何受到病毒感染癌细胞的影响。在宏观尺度上,我们跟踪癌细胞、病毒颗粒和细胞外基质的动力学。在微观尺度上,我们跟踪(i)癌细胞产生的基质降解酶(MDE)对细胞外基质的降解,这进一步影响肿瘤边界的运动;(ii)微纤维的重新排列,这影响宏观纤维的重新排列(即宏观尺度上的纤维)。借助这个新的多尺度模型,我们研究了两个问题:(i)感染癌细胞的通量是对 ECM 密度的局部或非局部对流的结果;(ii)细胞外基质纤维对溶瘤病毒的空间传播和溶瘤病毒治疗结果的影响。