Mathematical Modelling of a Brain Tumour Initiation and Early Development: A Coupled Model of Glioblastoma Growth, Pre-Existing Vessel Co-Option, Angiogenesis and Blood Perfusion

被引:35
作者
Cai, Yan [1 ,2 ]
Wu, Jie [3 ]
Li, Zhiyong [1 ,2 ]
Long, Quan [4 ]
机构
[1] Southeast Univ, State Key Lab Bioelect, Nanjing, Jiangsu, Peoples R China
[2] Southeast Univ, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
[3] Shanghai Jiao Tong Univ, Sch Naval Architecture Ocean & Civil Engn, Shanghai 200030, Peoples R China
[4] Brunel Univ, Brunel Inst Bioengn, Sch Engn & Design, Uxbridge UB8 3PH, Middx, England
关键词
GLIOMA GROWTH; INTERSTITIAL PRESSURE; NONLINEAR SIMULATION; INVASION; FLOW; MICROENVIRONMENT; CANCER; VASCULARIZATION; CHEMOTHERAPY; MECHANISMS;
D O I
10.1371/journal.pone.0150296
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We propose a coupled mathematical modelling system to investigate glioblastoma growth in response to dynamic changes in chemical and haemodynamic microenvironments caused by pre-existing vessel co-option, remodelling, collapse and angiogenesis. A typical tree-like architecture network with different orders for vessel diameter is designed to model pre-existing vasculature in host tissue. The chemical substances including oxygen, vascular endothelial growth factor, extra-cellular matrix and matrix degradation enzymes are calculated based on the haemodynamic environment which is obtained by coupled modelling of intravascular blood flow with interstitial fluid flow. The haemodynamic changes, including vessel diameter and permeability, are introduced to reflect a series of pathological characteristics of abnormal tumour vessels including vessel dilation, leakage, angiogenesis, regression and collapse. Migrating cells are included as a new phenotype to describe the migration behaviour of malignant tumour cells. The simulation focuses on the avascular phase of tumour development and stops at an early phase of angiogenesis. The model is able to demonstrate the main features of glioblastoma growth in this phase such as the formation of pseudopalisades, cell migration along the host vessels, the pre-existing vasculature co-option, angiogenesis and remodelling. The model also enables us to examine the influence of initial conditions and local environment on the early phase of glioblastoma growth.
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页数:28
相关论文
共 55 条
[31]   Effect of transvascular fluid exchange on pressure-flow relationship in tumors: A proposed mechanism for tumor blood flow heterogeneity [J].
Netti, PA ;
Roberge, S ;
Boucher, Y ;
Baxter, LT ;
Jain, RK .
MICROVASCULAR RESEARCH, 1996, 52 (01) :27-46
[32]   Angiogenesis and vascular remodelling in normal and cancerous tissues [J].
Owen, Markus R. ;
Alarcon, Tomas ;
Maini, Philip K. ;
Byrne, Helen M. .
JOURNAL OF MATHEMATICAL BIOLOGY, 2009, 58 (4-5) :689-721
[33]   Cancer cells compress intratumour vessels [J].
Padera, TP ;
Stoll, BR ;
Tooredman, JB ;
Capen, D ;
di Tomaso, E ;
Jain, RK .
NATURE, 2004, 427 (6976) :695-695
[34]   Multiscale Modelling of Vascular Tumour Growth in 3D: The Roles of Domain Size and Boundary Conditions [J].
Perfahl, Holger ;
Byrne, Helen M. ;
Chen, Tingan ;
Estrella, Veronica ;
Alarcon, Tomas ;
Lapin, Alexei ;
Gatenby, Robert A. ;
Gillies, Robert J. ;
Lloyd, Mark C. ;
Maini, Philip K. ;
Reuss, Matthias ;
Owen, Markus R. .
PLOS ONE, 2011, 6 (04)
[35]   Microvascular blood viscosity in vivo and the endothelial surface layer [J].
Pries, AR ;
Secomb, TW .
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 2005, 289 (06) :H2657-H2664
[36]   A mathematical model for brain tumor response to radiation therapy [J].
Rockne, R. ;
Alvord, E. C., Jr. ;
Rockhill, J. K. ;
Swanson, K. R. .
JOURNAL OF MATHEMATICAL BIOLOGY, 2009, 58 (4-5) :561-578
[37]   3D Multi-Cell Simulation of Tumor Growth and Angiogenesis [J].
Shirinifard, Abbas ;
Gens, J. Scott ;
Zaitlen, Benjamin L. ;
Poplawski, Nikodem J. ;
Swat, Maciej ;
Glazier, James A. .
PLOS ONE, 2009, 4 (10)
[38]   Fast and low power Michelson interferometer thermo-optical switch on SOI [J].
Song, Junfeng ;
Fang, Q. ;
Tao, S. H. ;
Liow, T. Y. ;
Yu, M. B. ;
Lo, G. Q. ;
Kwong, D. L. .
OPTICS EXPRESS, 2008, 16 (20) :15304-15311
[39]   A mathematical model of glioblastoma tumor spheroid invasion in a three-dimensional in vitro experiment [J].
Stein, Andrew M. ;
Demuth, Tim ;
Mobley, David ;
Berens, Michael ;
Sander, Leonard M. .
BIOPHYSICAL JOURNAL, 2007, 92 (01) :356-365
[40]   A mathematical modelling tool for predicting survival of individual patients following resection of glioblastoma: a proof of principle [J].
Swanson, K. R. ;
Rostomily, R. C. ;
Alvord, E. C., Jr. .
BRITISH JOURNAL OF CANCER, 2008, 98 (01) :113-119