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New Computational Tools for ModelingChronic Myelogenous Leukemia

Published online by Cambridge University Press:  26 March 2009

M. M. Peet ,
P. S. Kim ,
S.-I. Niculescu  and
D. Levy
M. M. Peet*
Affiliation:
Illinois Institute of Technology, Chicago, USA
P. S. Kim
Affiliation:
Department of Mathematics, University of Utah, Salt Lake City 84102, USA
S.-I. Niculescu
Affiliation:
Laboratoire des Signaux et Systèmes, CNRS-Supélec, 91192 Gif-sur-Yvette, France
D. Levy
Affiliation:
Department of Mathematics and Center for Scientific Computation and Mathematical Modeling, University of Maryland, College Park 20742, USA
*
mpeet@iit.edu
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Abstract

In this paper, we consider a system of nonlinear delay-differential equations (DDEs) which models the dynamics of the interaction between chronic myelogenous leukemia (CML), imatinib, and the anti-leukemia immune response. Because of the chaotic nature of the dynamics and the sparse nature of experimental data, we look for ways to use computation to analyze the model without employing direct numerical simulation. In particular, we develop several tools using Lyapunov-Krasovskii analysis that allow us to test the robustness of the model with respect to uncertainty in patient parameters. The methods developed in this paper are applied to understanding which model parameters primarily affect the dynamics of the anti-leukemia immune response during imatinib treatment. The goal of this research is to aid the development of more efficient modeling approaches and more effective treatment strategies in cancer therapy.

Keywords

delay-differential equationsmodel verificationoptimizationpolynomialssum-ofsquaresstabilityLyapunov-Krasovskiichronic myelogenous leukemiaimatinib
Type
Research Article
Information
Mathematical Modelling of Natural Phenomena , Volume 4 , Issue 2: Delay equations in biology , 2009 , pp. 119 - 139
Copyright
© EDP Sciences, 2009

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