Andasari Vivi, Gerisch Alf, Lolas Georgios, South Andrew P, Chaplain Mark A J
Division of Mathematics, University of Dundee, Dundee DD1 4HN, Scotland.
J Math Biol. 2011 Jul;63(1):141-71. doi: 10.1007/s00285-010-0369-1. Epub 2010 Sep 26.
The ability of cancer cells to break out of tissue compartments and invade locally gives solid tumours a defining deadly characteristic. One of the first steps of invasion is the remodelling of the surrounding tissue or extracellular matrix (ECM) and a major part of this process is the over-expression of proteolytic enzymes, such as the urokinase-type plasminogen activator (uPA) and matrix metalloproteinases (MMPs), by the cancer cells to break down ECM proteins. Degradation of the matrix enables the cancer cells to migrate through the tissue and subsequently to spread to secondary sites in the body, a process known as metastasis. In this paper we undertake an analysis of a mathematical model of cancer cell invasion of tissue, or ECM, which focuses on the role of the urokinase plasminogen activation system. The model consists of a system of five reaction-diffusion-taxis partial differential equations describing the interactions between cancer cells, uPA, uPA inhibitors, plasmin and the host tissue. Cancer cells react chemotactically and haptotactically to the spatio-temporal effects of the uPA system. The results obtained from computational simulations carried out on the model equations produce dynamic heterogeneous spatio-temporal solutions and using linear stability analysis we show that this is caused by a taxis-driven instability of a spatially homogeneous steady-state. Finally we consider the biological implications of the model results, draw parallels with clinical samples and laboratory based models of cancer cell invasion using three-dimensional invasion assay, and go on to discuss future development of the model.
癌细胞突破组织隔室并进行局部侵袭的能力赋予实体瘤一个决定性的致命特征。侵袭的首要步骤之一是周围组织或细胞外基质(ECM)的重塑,而这一过程的主要部分是癌细胞过度表达蛋白水解酶,如尿激酶型纤溶酶原激活剂(uPA)和基质金属蛋白酶(MMPs),以分解ECM蛋白。基质的降解使癌细胞能够在组织中迁移,并随后扩散到身体的其他部位,这一过程称为转移。在本文中,我们对癌细胞侵袭组织或ECM的数学模型进行了分析,该模型聚焦于尿激酶纤溶酶原激活系统的作用。该模型由一个包含五个反应 - 扩散 - 趋化偏微分方程的系统组成,描述了癌细胞、uPA、uPA抑制剂、纤溶酶和宿主组织之间的相互作用。癌细胞对uPA系统的时空效应产生趋化反应和趋触反应。对模型方程进行计算模拟得到的结果产生了动态异质的时空解,并且通过线性稳定性分析我们表明这是由趋化驱动的空间均匀稳态的不稳定性引起的。最后,我们考虑模型结果的生物学意义,将其与临床样本以及使用三维侵袭试验的基于实验室的癌细胞侵袭模型进行比较,并继续讨论该模型的未来发展。