Back to Search Start Over

Stability analysis of a simplified yet complete model for chronic myelogenous leukemia.

Authors :
Doumic-Jauffret M
Kim PS
Perthame B
Source :
Bulletin of mathematical biology [Bull Math Biol] 2010 Oct; Vol. 72 (7), pp. 1732-59. Date of Electronic Publication: 2010 Jan 14.
Publication Year :
2010

Abstract

We analyze the asymptotic behavior of a partial differential equation (PDE) model for hematopoiesis. This PDE model is derived from the original agent-based model formulated by Roeder (Nat. Med. 12(10):1181-1184, 2006), and it describes the progression of blood cell development from the stem cell to the terminally differentiated state.To conduct our analysis, we start with the PDE model of Kim et al. (J. Theor. Biol. 246(1):33-69, 2007), which coincides very well with the simulation results obtained by Roeder et al. We simplify the PDE model to make it amenable to analysis and justify our approximations using numerical simulations. An analysis of the simplified PDE model proves to exhibit very similar properties to those of the original agent-based model, even if for slightly different parameters. Hence, the simplified model is of value in understanding the dynamics of hematopoiesis and of chronic myelogenous leukemia, and it presents the advantage of having fewer parameters, which makes comparison with both experimental data and alternative models much easier.

Details

Language :
English
ISSN :
1522-9602
Volume :
72
Issue :
7
Database :
MEDLINE
Journal :
Bulletin of mathematical biology
Publication Type :
Academic Journal
Accession number :
20077027
Full Text :
https://doi.org/10.1007/s11538-009-9500-0