Modelling hematopoiesis mediated by growth factors with applications to periodic hematological diseases

被引:68
作者
Adimy, Mostafa
Crauste, Fabien
Ruan, Shigui
机构
[1] Univ Pau & Pays Adour, UMR 5142, Lab Math Appl, F-64000 Pau, France
[2] Univ Miami, Dept Math, Coral Gables, FL 33124 USA
基金
美国国家科学基金会;
关键词
delay differential equations; characteristic equation; delay-dependent coefficients; stability switch; hopf bifurcation; cell population models; hematopoiesis; stem cells;
D O I
10.1007/s11538-006-9121-9
中图分类号
Q [生物科学];
学科分类号
07 [理学]; 0710 [生物学]; 09 [农学];
摘要
Hematopoiesis is a complex biological process that leads to the production and regulation of blood cells. It is based upon differentiation of stem cells under the action of growth factors. A mathematical approach of this process is proposed to understand some blood diseases characterized by very long period oscillations in circulating blood cells. A system of three differential equations with delay, corresponding to the cell cycle duration, is proposed and analyzed. The existence of a Hopf bifurcation at a positive steady-state is obtained through the study of an exponential polynomial characteristic equation with delay-dependent coefficients. Numerical simulations show that long-period oscillations can be obtained in this model, corresponding to a destabilization of the feedback regulation between blood cells and growth factors, for reasonable cell cycle durations. These oscillations can be related to observations on some periodic hematological diseases (such as chronic myelogenous leukemia, for example).
引用
收藏
页码:2321 / 2351
页数:31
相关论文
共 46 条
[1]
Stability and Hopf bifurcation in a mathematical model of pluripotent stem cell dynamics [J].
Adimy, M ;
Crauste, F ;
Ruan, SG .
NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2005, 6 (04) :651-670
[2]
A mathematical study of the hematopoiesis process with applications to chronic myelogenous leukemia [J].
Adimy, M ;
Crauste, F ;
Ruan, SG .
SIAM JOURNAL ON APPLIED MATHEMATICS, 2005, 65 (04) :1328-1352
[3]
Existence, positivity and stability for a nonlinear model of cellular proliferation [J].
Adimy, M ;
Crauste, F .
NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2005, 6 (02) :337-366
[4]
Adimy M, 2005, DISCRETE CONT DYN-A, V12, P501
[5]
Global stability of a partial differential equation with distributed delay due to cellular replication [J].
Adimy, M ;
Crauste, F .
NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2003, 54 (08) :1469-1491
[6]
Adimy M, 2003, DISCRETE CONT DYN-B, V3, P439
[7]
[Anonymous], PARASITES PATHOGENS
[8]
AGE-STRUCTURED AND 2-DELAY MODELS FOR ERYTHROPOIESIS [J].
BELAIR, J ;
MACKEY, MC ;
MAHAFFY, JM .
MATHEMATICAL BIOSCIENCES, 1995, 128 (1-2) :317-346
[9]
Geometric stability switch criteria in delay differential systems with delay dependent parameters [J].
Beretta, E ;
Kuang, Y .
SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 2002, 33 (05) :1144-1165
[10]
Analysis of cell kinetics using a cell division marker: Mathematical modeling of experimental data [J].
Bernard, S ;
Pujo-Menjouet, L ;
Mackey, MC .
BIOPHYSICAL JOURNAL, 2003, 84 (05) :3414-3424