Suppr超能文献

多成分肿瘤生长的耦合质量输运与变形理论

A Coupled Mass Transport and Deformation Theory of Multi-constituent Tumor Growth.

作者信息

Faghihi Danial, Feng Xinzeng, Lima Ernesto A B F, Oden J Tinsley, Yankeelov Thomas E

机构信息

Department of Mechanical and Aerospace Engineering, University at Buffalo.

Oden Institute for Computational Engineering and Sciences.

出版信息

J Mech Phys Solids. 2020 Jun;139. doi: 10.1016/j.jmps.2020.103936. Epub 2020 Mar 14.

Abstract

We develop a general class of thermodynamically consistent, continuum models based on mixture theory with phase effects that describe the behavior of a mass of multiple interacting constituents. The constituents consist of solid species undergoing large elastic deformations and compressible viscous fluids. The fundamental building blocks framing the mixture theories consist of the mass balance law of diffusing species and microscopic (cellular scale) and macroscopic (tissue scale) force balances, as well as energy balance and the entropy production inequality derived from the first and second laws of thermodynamics. A general phase-field framework is developed by closing the system through postulating constitutive equations (i.e., specific forms of free energy and rate of dissipation potentials) to depict the growth of tumors in a microenvironment. A notable feature of this theory is that it contains a unified continuum mechanics framework for addressing the interactions of multiple species evolving in both space and time and involved in biological growth of soft tissues (e.g., tumor cells and nutrients). The formulation also accounts for the regulating roles of the mechanical deformation on the growth of tumors, through a physically and mathematically consistent coupled diffusion and deformation framework. A new algorithm for numerical approximation of the proposed model using mixed finite elements is presented. The results of numerical experiments indicate that the proposed theory captures critical features of avascular tumor growth in the various microenvironment of living tissue, in agreement with the experimental studies in the literature.

摘要

我们基于具有相效应的混合物理论,开发了一类热力学一致的连续介质模型,用于描述多种相互作用组分的质量行为。这些组分包括经历大弹性变形的固体物质和可压缩粘性流体。构成混合物理论的基本要素包括扩散物种的质量平衡定律、微观(细胞尺度)和宏观(组织尺度)力平衡,以及由热力学第一和第二定律推导得出的能量平衡和熵产生不等式。通过假设本构方程(即自由能和耗散势率的特定形式)来封闭系统,从而建立了一个通用的相场框架,以描述微环境中肿瘤的生长。该理论的一个显著特点是,它包含一个统一的连续介质力学框架,用于处理在空间和时间中演化且参与软组织(如肿瘤细胞和营养物质)生物生长的多种物种之间的相互作用。该公式还通过一个物理和数学上一致的耦合扩散与变形框架,考虑了机械变形对肿瘤生长的调节作用。提出了一种使用混合有限元对所提出模型进行数值逼近的新算法。数值实验结果表明,所提出的理论捕捉到了活体组织各种微环境中无血管肿瘤生长的关键特征,与文献中的实验研究结果一致。

相似文献

3
On the theory of reactive mixtures for modeling biological growth.关于用于模拟生物生长的反应性混合物理论。
Biomech Model Mechanobiol. 2007 Nov;6(6):423-45. doi: 10.1007/s10237-006-0070-x. Epub 2007 Jan 6.

本文引用的文献

3
Mathematical models of tumor cell proliferation: A review of the literature.肿瘤细胞增殖的数学模型:文献综述。
Expert Rev Anticancer Ther. 2018 Dec;18(12):1271-1286. doi: 10.1080/14737140.2018.1527689. Epub 2018 Oct 22.
4
A HYBRID THREE-SCALE MODEL OF TUMOR GROWTH.肿瘤生长的混合三尺度模型
Math Models Methods Appl Sci. 2018 Jan;28(1):61-93. doi: 10.1142/S0218202518500021. Epub 2017 Nov 24.
5
Selection, calibration, and validation of models of tumor growth.肿瘤生长模型的选择、校准与验证。
Math Models Methods Appl Sci. 2016 Nov;26(12):2341-2368. doi: 10.1142/S021820251650055X. Epub 2016 Oct 3.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验