A biophysical model of tumor invasion

被引:26
作者
Ganesan, Sashikumaar [1 ]
Lingeshwaran, Shangerganesh [2 ]
机构
[1] Indian Inst Sci, Dept Computat & Data Sci, Bangalore 560012, Karnataka, India
[2] Natl Inst Technol, Dept Humanities & Sci, Ponda 403401, Goa, India
来源
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION | 2017年 / 46卷
关键词
Cancer invasion; Nonlinear diffusion; Nonlinear haptotaxis effect; Finite element simulations; Breast geometry; FINITE-ELEMENT-METHOD; CANCER-CELL INVASION; MATHEMATICAL-MODELS; CHEMOTAXIS PROBLEMS; ENDOTHELIAL-CELLS; GROWTH; ANGIOGENESIS; TISSUE; METHODOLOGY; SIMULATION;
D O I
10.1016/j.cnsns.2016.10.013
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Three-dimensional finite element computations of a cancer invasion model with nonlinear density-dependent diffusion and haptotactic sensitivity function are presented. The nonlinear model includes three key variables, namely the cancer cell density, the extra cellular matrix (ECM) density and the matrix degrading enzymes (MDE) concentration. In order to investigate the effects of tumor growth and invasion on a realistic geometry, the interactions between the cancer cells and the host tissue are incorporated into the model. The convergence study and the validation are first performed for the proposed numerical scheme. Then the effects of nonlinear diffusion and ECM-dependent haptotaxis on tumor growth and invasion in three-dimensional geometries are presented. Finally, several numerical simulations are performed with different combinations of nonlinear diffusion and haptotaxis functions to get an insight into the tumor invasion on a realistic (breast) geometry. The proposed computational model can be used to predict the location and shape of the tumor in realistic geometries at a particular instance. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:135 / 152
页数:18
相关论文
共 45 条
[1]  
Anderson A.R.A., 2000, J. Theor. Med, V2
[2]   Continuous and discrete mathematical models of tumor-induced angiogenesis [J].
Anderson, ARA ;
Chaplain, MAJ .
BULLETIN OF MATHEMATICAL BIOLOGY, 1998, 60 (05) :857-899
[3]  
[Anonymous], 2012, CANC FACTS FIG
[4]   A history of the study of solid tumour growth: The contribution of mathematical modelling [J].
Araujo, RP ;
McElwain, DLS .
BULLETIN OF MATHEMATICAL BIOLOGY, 2004, 66 (05) :1039-1091
[5]   CRYPTIC UROKINASE BINDING-SITES ON HUMAN FORESKIN FIBROBLASTS [J].
BAJPAI, A ;
BAKER, JB .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 1985, 133 (02) :475-482
[6]  
Bray D., 2000, Cell Movements: From Molecules to Motility
[7]   Methodology development for three-dimensional MR-guided near infrared spectroscopy of breast tumors [J].
Carpenter, Colin M. ;
Srinivasan, Subhadra ;
Pogue, Brian W. ;
Paulsen, Keith D. .
OPTICS EXPRESS, 2008, 16 (22) :17903-17914
[8]  
Chaplain MAJ, 2006, NETW HETEROG MEDIA, V1, P399
[9]   Mathematical modelling of cancer cell invasion of tissue: The role of the urokinase plasminogen activation system [J].
Chaplain, MAJ ;
Lolas, G .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2005, 15 (11) :1685-1734
[10]   The mathematical modelling of tumour angiogenesis and invasion [J].
Chaplain, MAJ .
ACTA BIOTHEORETICA, 1995, 43 (04) :387-402