Optimal control analysis of a leukemia model under imatinib treatment

被引:17
作者
Radulescu, I. R. [1 ]
Candea, D. [1 ]
Halanay, A. [1 ]
机构
[1] Univ Politehn Bucuresti, Dept Math & Informat, RO-060042 Bucharest, Romania
关键词
Leukemia; Asymmetric division; Delay differential system; Optimal control; Discretization; CHRONIC MYELOGENOUS LEUKEMIA; CHRONIC MYELOID-LEUKEMIA; STEM-CELLS; MATHEMATICAL-MODEL; DRUG-RESISTANCE; DYNAMICS; CANCER; OSCILLATIONS; HEMATOPOIESIS; CHEMOTHERAPY;
D O I
10.1016/j.matcom.2015.03.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The paper is devoted to the study of a mathematical model of drug therapy for Chronic Myelogenous Leukemia (CML). The disease dynamics are given by a couple of delay differential equations that describe the interaction between a stem-like population of CML cells and a more mature, differentiated one, without self-renewal properties. A molecular targeted therapy, such as Imatinib, is considered. The objective is to minimize the size of the tumoral cells' mass while minimizing the amount of drug (thus, minimizing both the adverse effects and the costs). The optimal control is calculated using a discretization scheme. The results are supported by numerical simulations. (C) 2015 International Association for Mathematics and Computers in Simulation (IMACS). Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 11
页数:11
相关论文
共 45 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]   Optimal control for resistance and suboptimal response in CML [J].
Ainseba, Bedr'Eddine ;
Benosman, Chahrazed .
MATHEMATICAL BIOSCIENCES, 2010, 227 (02) :81-93
[4]   Treatment options for chronic myelold leukemia: imatinib versus interferon versus allogeneic transplant [J].
Angstreich, GR ;
Smith, BD ;
Jones, RJ .
CURRENT OPINION IN ONCOLOGY, 2004, 16 (02) :95-99
[5]   A MODEL FOR THE REGULATION OF MAMMALIAN PLATELET PRODUCTION [J].
BELAIR, J ;
MACKEY, MC .
ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 1987, 504 :280-282
[6]   Bifurcations in a white-blood-cell production model [J].
Bernard, S ;
Bélair, J ;
Mackey, MC .
COMPTES RENDUS BIOLOGIES, 2004, 327 (03) :201-210
[7]   Gut instincts: thoughts on intestinal epithelial stem cells [J].
Booth, C ;
Potten, CS .
JOURNAL OF CLINICAL INVESTIGATION, 2000, 105 (11) :1493-1499
[8]   Numerical solution of optimal control problems with constant control delays [J].
Brandt-Pollmann, Ulrich ;
Winkler, Ralph ;
Sager, Sebastian ;
Moslener, Ulf ;
Schloeder, Johannes P. .
COMPUTATIONAL ECONOMICS, 2008, 31 (02) :181-206
[9]  
Burden T, 2004, DISCRETE CONT DYN-B, V4, P135
[10]  
Chomel JC, 2011, ONCOTARGET, V2, P713