A PDE model for imatinib-treated chronic myelogenous leukemia

被引:28
作者
Kim, Peter S. [3 ]
Lee, Peter P. [4 ]
Levy, Doron [1 ,2 ]
机构
[1] Univ Maryland, Dept Math, College Pk, MD 20742 USA
[2] Univ Maryland, CSCAMM, College Pk, MD 20742 USA
[3] Ecole Super Elect, Signaux & Syst Lab, F-91192 Gif Sur Yvette, France
[4] Stanford Univ, Dept Med, Div Hematol, Stanford, CA 94305 USA
关键词
chronic myelogenous leukemia; Gleevec; imatinib; mathematical models; agent-based models; difference equations; partial differential equations;
D O I
10.1007/s11538-008-9336-z
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We derive a model for describing the dynamics of imatinib-treated chronic myelogenous leukemia (CML). This model is a continuous extension of the agent-based CML model of Roeder et al. (Nat. Med. 12(10), 1181-1184, 2006) and of its recent formulation as a system of difference equations (Kim et al. in Bull. Math. Biol. 70(3), 728-744, 2008). The new model is formulated as a system of partial differential equations that describe various stages of differentiation and maturation of normal hematopoietic cells and of leukemic cells. An imatinib treatment is also incorporated into the model. The simulations of the new PDE model are shown to qualitatively agree with the results that were obtained with the discrete-time (difference equation and agent-based) models. At the same time, for a quantitative agreement, it is necessary to adjust the values of certain parameters, such as the rates of imatinib-induced inhibition and degradation.
引用
收藏
页码:1994 / 2016
页数:23
相关论文
共 19 条
[1]   Mathematical models of targeted cancer therapy [J].
Abbott, L. H. ;
Michor, F. .
BRITISH JOURNAL OF CANCER, 2006, 95 (09) :1136-1141
[2]  
Adimy M, 2003, ELECTRON J DIFFER EQ
[3]  
[Anonymous], THESIS OXFORD U UK
[4]   Evolution of bone marrow transplantation - the original immunotherapy [J].
Campbell, JDM ;
Cook, G ;
Holyoake, TL .
TRENDS IN IMMUNOLOGY, 2001, 22 (02) :88-92
[5]   A mathematical model of hematopoiesis - I. Periodic chronic myelogenous leukemia [J].
Colijn, C ;
Mackey, MC .
JOURNAL OF THEORETICAL BIOLOGY, 2005, 237 (02) :117-132
[6]   Post-transplantation dynamics of the immune response to chronic myelogenous leukemia [J].
DeConde, R ;
Kim, PS ;
Levy, D ;
Lee, PP .
JOURNAL OF THEORETICAL BIOLOGY, 2005, 236 (01) :39-59
[7]   Successful therapy must eradicate cancer stem cells [J].
Dingli, David ;
Michor, Franziska .
STEM CELLS, 2006, 24 (12) :2603-2610
[8]   Lessons learned from the development of an Abl tyrosine kinase inhibitor for chronic myelogenous leukemia [J].
Druker, BJ ;
Lydon, NB .
JOURNAL OF CLINICAL INVESTIGATION, 2000, 105 (01) :3-7
[9]  
FOKAS AS, 1991, CANCER RES, V51, P2084
[10]   Modeling imatinib-treated chronic myelogenous leukemia: Reducing the complexity of agent-based models [J].
Kim, Peter S. ;
Lee, Peter P. ;
Levy, Doron .
BULLETIN OF MATHEMATICAL BIOLOGY, 2008, 70 (03) :728-744