A structured erythropoiesis model with nonlinear cell maturation velocity and hormone decay rate.
We develop a quasilinear structured model that describes the regulation of erythropoiesis, the process in which red blood cells are developed. In our model, the maturation velocity of precursor cells is assumed to be a function of the erythropoietin hormone, and the decay rate of this hormone is assumed to be a function of the number of precursor cells, unlike other models which assume these parameters to be constants. Existence-uniqueness results are established and convergence of a finite difference approximation to the unique solution of the model is obtained. The finite difference scheme is then used to investigate the effects of these nonlinear parameters on the model dynamics. Our results show that a velocity of precursor cells maturation rate which is an increasing function of the hormone level and a decay rate of the hormone which is an increasing function of the number of precursor cells have a stabilizing effect on the dynamics of the model. While assuming that one parameter is a function and letting the other be a constant stabilizes the oscillations in the mature cells level, the effect is more significant when both parameters are taken to be functions. A study of robustness with respect to the forms of these functions and parameter sensitivity is also carried out.
Ackleh
Azmy S
AS
Department of Mathematics, University of Louisiana at Lafayette, Lafayette, LA 70504-1010, USA. ackleh@louisiana.edu
Deng
Keng
K
Ito
Kazufumi
K
Thibodeaux
Jeremy
J
D002454:Cell Differentiation / Q000502:physiology; D003198:Computer Simulation; D015672:Erythroid Precursor Cells / Q000502:physiology; D004920:Erythropoiesis / Q000502:physiology*; D004921:Erythropoietin / Q000502:physiology*; D006801:Humans; D008954:Models, Biological
D004921:Erythropoietin