A bi-parametric model for the tumour angiogenesis and antiangiogenesis therapy

被引:12
作者
d'Onofrio, Alberto [1 ]
Cerrai, Paola [2 ]
机构
[1] European Inst Oncol, Div Epidemiol & Biostat, I-20141 Milan, Italy
[2] Univ Pisa, Dipartimento Matemat, I-56127 Pisa, Italy
关键词
Tumour; Angiogenesis; Cooperativity; Stability; POINT ANALYSIS; GROWTH; CANCER; DRUGS;
D O I
10.1016/j.mcm.2008.05.001
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this work we study a family of phenomenological super-macroscopic models describing the tumour angiogenesis and antiangiogenesis therapy, introduced by Folkman and coworkers [ P. Hahnfeldt, D. Panigrahy, J. Folkman, L. Hlatky, Tumour development under angiogenic signaling: A dynamical theory of tumour growth, treatment response, and postvascular dormancy, Cancer Res. 59 ( 1999) 4770-4775], and depending on two positive parameters alpha is an element of [0, 1] and gamma is an element of [0, 5/3]. Here we extend the model by considering not only vessel-disrupting antiangiogenic therapies, but also drugs purely inhibiting the proliferation of endothelial cells, as well as drugs exerting both these actions. By means of cooperativity theory, we show that in order for the family to describe the biological phenomena under study one has to add a further constraint on the two parameters: gamma <= alpha. We find conditions for the therapy-induced tumour eradication, and for the local and global stability of the equilibria in the case of low-level therapy or in the absence of it. We also consider the case gamma > alpha. Finally, in the concluding remarks, we stress some limitations of our super-macroscopic approach, and outline some steps of improvement that might lead to more comprehensive detailed multiscale modelling of tumour angiogenesis. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1156 / 1163
页数:8
相关论文
共 32 条
[1]  
Agur Z, 2004, DISCRETE CONT DYN-B, V4, P29
[2]   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
[3]   Continuous and discrete mathematical models of tumor-induced angiogenesis [J].
Anderson, ARA ;
Chaplain, MAJ .
BULLETIN OF MATHEMATICAL BIOLOGY, 1998, 60 (05) :857-899
[4]   Vessel maturation effects on tumour growth: validation of a computer model in implanted human ovarian carcinoma spheroids [J].
Arakelyan, L ;
Merbl, Y ;
Agur, Z .
EUROPEAN JOURNAL OF CANCER, 2005, 41 (01) :159-167
[5]   A computer algorithm describing the process of vessel formation and maturation, and its use for predicting the effects of anti-angiogenic and anti-maturation therapy on vascular tumor growth [J].
Arakelyan L. ;
Vainstein V. ;
Agur Z. .
Angiogenesis, 2002, 5 (3) :203-214
[6]  
Arakelyan L., 2003, CANC MODELLING SIMUL
[7]  
Bellomo N, 2008, MODEL SIMUL SCI ENG, P1, DOI 10.1007/978-0-8176-4600-4
[8]  
BELLOMO N, 2008, MATH MOD METH APPL S, V18, P1
[9]   Tumorigenesis and the angiogenic switch [J].
Bergers, G ;
Benjamin, LE .
NATURE REVIEWS CANCER, 2003, 3 (06) :401-410
[10]   Angiogenesis in cancer and other diseases [J].
Carmeliet, P ;
Jain, RK .
NATURE, 2000, 407 (6801) :249-257