Literature DB >> 23891585

Global dynamics of two-compartment models for cell production systems with regulatory mechanisms.

Philipp Getto1, Anna Marciniak-Czochra, Yukihiko Nakata, Maria dM Vivanco.   

Abstract

We present a global stability analysis of two-compartment models of a hierarchical cell production system with a nonlinear regulatory feedback loop. The models describe cell differentiation processes with the stem cell division rate or the self-renewal fraction regulated by the number of mature cells. The two-compartment systems constitute a basic version of the multicompartment models proposed recently by Marciniak-Czochra and collaborators [25] to investigate the dynamics of the hematopoietic system. Using global stability analysis, we compare different regulatory mechanisms. For both models, we show that there exists a unique positive equilibrium that is globally asymptotically stable if and only if the respective reproduction numbers exceed one. The proof is based on constructing Lyapunov functions, which are appropriate to handle the specific nonlinearities of the model. Additionally, we propose a new model to test biological hypothesis on the regulation of the fraction of differentiating cells. We show that such regulatory mechanism is incapable of maintaining homeostasis and leads to unbounded cell growth. Potential biological implications are discussed.
Copyright © 2013 Elsevier Inc. All rights reserved.

Keywords:  Cell production system; Global stability; Lyapunov function; Regulatory mechanism

Mesh:

Year:  2013        PMID: 23891585     DOI: 10.1016/j.mbs.2013.07.006

Source DB:  PubMed          Journal:  Math Biosci        ISSN: 0025-5564            Impact factor:   2.144


  8 in total

1.  Oscillations in a white blood cell production model with multiple differentiation stages.

Authors:  Franziska Knauer; Thomas Stiehl; Anna Marciniak-Czochra
Journal:  J Math Biol       Date:  2019-09-26       Impact factor: 2.259

2.  A structured population model of clonal selection in acute leukemias with multiple maturation stages.

Authors:  Tommaso Lorenzi; Anna Marciniak-Czochra; Thomas Stiehl
Journal:  J Math Biol       Date:  2019-07-26       Impact factor: 2.259

3.  An Integrative multi-lineage model of variation in leukopoiesis and acute myelogenous leukemia.

Authors:  Joyatee M Sarker; Serena M Pearce; Robert P Nelson; Tamara L Kinzer-Ursem; David M Umulis; Ann E Rundell
Journal:  BMC Syst Biol       Date:  2017-08-25

4.  Stability analysis of a state-dependent delay differential equation for cell maturation: analytical and numerical methods.

Authors:  Philipp Getto; Mats Gyllenberg; Yukihiko Nakata; Francesca Scarabel
Journal:  J Math Biol       Date:  2019-04-19       Impact factor: 2.259

5.  In-silico comparison of two induction regimens (7 + 3 vs 7 + 3 plus additional bone marrow evaluation) in acute myeloid leukemia treatment.

Authors:  Jan Christoph Banck; Dennis Görlich
Journal:  BMC Syst Biol       Date:  2019-01-31

6.  Mass concentration in a nonlocal model of clonal selection.

Authors:  J-E Busse; P Gwiazda; A Marciniak-Czochra
Journal:  J Math Biol       Date:  2016-03-03       Impact factor: 2.259

7.  Clonal selection and therapy resistance in acute leukaemias: mathematical modelling explains different proliferation patterns at diagnosis and relapse.

Authors:  Thomas Stiehl; Natalia Baran; Anthony D Ho; Anna Marciniak-Czochra
Journal:  J R Soc Interface       Date:  2014-03-12       Impact factor: 4.118

8.  Modelling stem cell ageing: a multi-compartment continuum approach.

Authors:  Yanli Wang; Wing-Cheong Lo; Ching-Shin Chou
Journal:  R Soc Open Sci       Date:  2020-03-18       Impact factor: 2.963

  8 in total

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