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肿瘤血管生成、肿瘤生长和血液灌注的耦合建模。

Coupled modelling of tumour angiogenesis, tumour growth and blood perfusion.

机构信息

Department of Mechanics and Engineering Science, Fudan University, 220 Handan Road, Shanghai, China.

出版信息

J Theor Biol. 2011 Jun 21;279(1):90-101. doi: 10.1016/j.jtbi.2011.02.017. Epub 2011 Mar 12.

Abstract

We propose a mathematical modelling system to investigate the dynamic process of tumour cell proliferation, death and tumour angiogenesis by fully coupling the vessel growth, tumour growth and blood perfusion. Tumour growth and angiogenesis are coupled by the chemical microenvironment and the cell-matrix interaction. The haemodynamic calculation is carried out on the updated vasculature. The domains of intravascular, transcapillary and interstitial fluid flow were coupled in the model to provide a comprehensive solution of blood perfusion variables. An estimation of vessel collapse is made according to the wall shear stress criterion to provide feedback on vasculature remodelling. The simulation can show the process of tumour angiogenesis and the spatial distribution of tumour cells for periods of up to 24 days. It can show the major features of tumour and tumour microvasculature during the period such as the formation of a large necrotic core in the tumour centre with few functional vessels passing through, and a well circulated tumour periphery regions in which the microvascular density is high and associated with more aggressive proliferating cells of the growing tumour which are all consistent with physiological observations. The study also demonstrated that the simulation results are not dependent on the initial tumour and networks, which further confirms the application of the coupled model feedback mechanisms. The model enables us to examine the interactions between angiogenesis and tumour growth, and to study the dynamic response of a solid tumour to the changes in the microenvironment. This simulation framework can be a foundation for further applications such as drug delivery and anti-angiogenic therapies.

摘要

我们提出了一个数学模型系统,通过充分耦合血管生长、肿瘤生长和血液灌注来研究肿瘤细胞增殖、死亡和肿瘤血管生成的动态过程。肿瘤生长和血管生成通过化学微环境和细胞-基质相互作用耦合。血流动力学计算是在更新的脉管系统上进行的。模型中耦合了血管内、跨毛细血管和间质液流域,以提供血液灌注变量的综合解决方案。根据壁切应力标准进行血管塌陷估计,为血管重塑提供反馈。该模拟可以显示肿瘤血管生成的过程和肿瘤细胞的空间分布,最长可达 24 天。它可以显示肿瘤和肿瘤微血管在这段时间内的主要特征,例如肿瘤中心形成大的坏死核心,只有少数功能性血管穿过,以及循环良好的肿瘤外围区域,其中微血管密度高,与生长中的肿瘤中更具侵袭性的增殖细胞相关,所有这些都与生理观察一致。该研究还表明,模拟结果不依赖于初始肿瘤和网络,这进一步证实了耦合模型反馈机制的应用。该模型使我们能够研究血管生成和肿瘤生长之间的相互作用,并研究实体瘤对微环境变化的动态响应。这个模拟框架可以作为进一步应用的基础,如药物输送和抗血管生成治疗。

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