A Continuum Mathematical Model of the Developing Murine Retinal Vasculature

被引:25
作者
Aubert, M. [1 ,2 ]
Chaplain, M. A. J. [1 ]
McDougall, S. R. [2 ]
Devlin, A. [3 ]
Mitchell, C. A. [3 ]
机构
[1] Univ Dundee, Div Math, Dundee DD1 4HN, Scotland
[2] Heriot Watt Univ, Inst Petr Engn, Edinburgh EH14 4AS, Midlothian, Scotland
[3] Univ Ulster, Biomed Sci Res Inst, Coleraine BT52 1SA, Londonderry, North Ireland
基金
英国生物技术与生命科学研究理事会;
关键词
Angiogenesis; Retina; Chemotaxis; Growth factors; Astrocytes; TUMOR-INDUCED ANGIOGENESIS; WOUND-HEALING ANGIOGENESIS; INDUCED CAPILLARY GROWTH; STRATEGIES; TISSUE; ASTROCYTES; FILOPODIA; NETWORKS; FLOW;
D O I
10.1007/s11538-011-9631-y
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Angiogenesis, the process of new vessel growth from pre-existing vasculature, is crucial in many biological situations such as wound healing and embryogenesis. Angiogenesis is also a key regulator of pathogenesis in many clinically important disease processes, for instance, solid tumour progression and ocular diseases. Over the past 10-20 years, tumour-induced angiogenesis has received a lot of attention in the mathematical modelling community and there have also been some attempts to model angiogenesis during wound healing. However, there has been little modelling work of vascular growth during normal development. In this paper, we describe an in silico representation of the developing retinal vasculature in the mouse, using continuum mathematical models consisting of systems of partial differential equations. The equations describe the migratory response of cells to growth factor gradients, the evolution of the capillary blood vessel density, and of the growth factor concentration. Our approach is closely coupled to an associated experimental programme to parameterise our model effectively and the simulations provide an excellent correlation with in vivo experimental data. Future work and development of this model will enable us to elucidate the impact of molecular cues upon vasculature development and the implications for eye diseases such as diabetic retinopathy and neonatal retinopathy of prematurity.
引用
收藏
页码:2430 / 2451
页数:22
相关论文
共 35 条
[1]   A cellular automaton model for tumour growth in inhomogeneous environment [J].
Alarcón, T ;
Byrne, HM ;
Maini, PK .
JOURNAL OF THEORETICAL BIOLOGY, 2003, 225 (02) :257-274
[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]   A MATHEMATICAL-MODEL OF TUMOR-INDUCED CAPILLARY GROWTH [J].
BALDING, D ;
MCELWAIN, DLS .
JOURNAL OF THEORETICAL BIOLOGY, 1985, 114 (01) :53-73
[4]  
Bray D., 1992, CELL MOVEMENTS
[5]   MATHEMATICAL-MODELS FOR TUMOR ANGIOGENESIS - NUMERICAL SIMULATIONS AND NONLINEAR-WAVE SOLUTIONS [J].
BYRNE, HM ;
CHAPLAIN, MAJ .
BULLETIN OF MATHEMATICAL BIOLOGY, 1995, 57 (03) :461-486
[6]  
Byrne HM., 2000, J Theor Med, V2, P175, DOI DOI 10.1080/10273660008833045
[7]   Mathematical modeling of tumor-induced angiogenesis [J].
Chaplain, M. A. J. ;
McDougall, S. R. ;
Anderson, A. R. A. .
ANNUAL REVIEW OF BIOMEDICAL ENGINEERING, 2006, 8 :233-257
[8]   The mathematical modelling of tumour angiogenesis and invasion [J].
Chaplain, MAJ .
ACTA BIOTHEORETICA, 1995, 43 (04) :387-402
[9]  
Dorrell MI, 2002, INVEST OPHTH VIS SCI, V43, P3500
[10]   COMPARISON OF THE EFFECTS OF MOIST AND DRY CONDITIONS ON THE PROCESS OF ANGIOGENESIS DURING DERMAL REPAIR [J].
DYSON, M ;
YOUNG, SR ;
HART, J ;
LYNCH, JA ;
LANG, S .
JOURNAL OF INVESTIGATIVE DERMATOLOGY, 1992, 99 (06) :729-733