Mathematical study of feedback control roles and relevance in stress erythropoiesis

被引:24
作者
Crauste, Fabien [1 ]
Demin, Ivan [1 ]
Gandrillon, Olivier [2 ,3 ,4 ]
Volpert, Vitaly [1 ]
机构
[1] Univ Lyon 1, CNRS, UMR 5208, Inst Camille Jordan, F-69222 Villeurbanne, France
[2] Univ Lyon, Equipe Bases Mol Autorenouvellement & Ses Alterat, F-69003 Lyon, France
[3] Univ Lyon 1, F-69003 Lyon, France
[4] Univ Lyon 1, CNRS, UMR5534, Ctr Genet Mol & Cellulaire, F-69622 Villeurbanne, France
关键词
Anaemia; Intracellular regulatory network; Growth factor; Bistability; ERYTHROID PROGENITOR CELLS; SELF-RENEWAL; MAP KINASE; STEM-CELLS; MODEL; MICE; SURVIVAL; ANEMIA; RATS; DIFFERENTIATION;
D O I
10.1016/j.jtbi.2009.12.026
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This work is devoted to mathematical modelling of erythropoiesis. We propose a new multi-scale model, in which we bring together erythroid progenitor dynamics and intracellular regulatory network that determines erythroid cell fate. All erythroid progenitors are divided into several sub-populations according to their maturity. Two intracellular proteins, Erk and Fas, are supposed to be determinant for regulation of self-renewal, differentiation and apoptosis. We consider two growth factors, erythropoietin and glucocorticoids, and describe their dynamics. Several feedback controls are introduced in the model. We carry out computer simulations of anaemia and compare the obtained results with available experimental data on induced anaemia in mice. The main objective of this work is to evaluate the roles of the feedback controls in order to provide more insights into the regulation of erythropoiesis. Feedback by Epo on apoptosis is shown to be determinant in the early stages of the response to anaemia, whereas regulation through intracellular regulatory network, based on Erk and Fas, appears to operate on a long-term scale. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:303 / 316
页数:14
相关论文
共 43 条
  • [1] Existence-uniqueness and monotone approximation for an erythropoiesis age-structured model
    Ackleh, AS
    Deng, K
    Cole, CE
    Tran, HT
    [J]. JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2004, 289 (02) : 530 - 544
  • [2] A structured erythropoiesis model with nonlinear cell maturation velocity and hormone decay rate
    Ackleh, Azmy S.
    Deng, Keng
    Ito, Kazufumi
    Thibodeaux, Jeremy
    [J]. MATHEMATICAL BIOSCIENCES, 2006, 204 (01) : 21 - 48
  • [3] Adimy M, 2007, DISCRETE CONT DYN-B, V8, P19
  • [4] Modeling and optimal regulation of erythropoiesis subject to benzene intoxication
    Banks, HT
    Cole, CE
    Schlosser, PM
    Tran, HT
    [J]. MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2004, 1 (01) : 15 - 48
  • [5] The glucocorticoid receptor is required for stress erythropoiesis
    Bauer, A
    Tronche, F
    Wessely, O
    Kellendonk, C
    Reichardt, HM
    Steinlein, P
    Schütz, G
    Beug, H
    [J]. GENES & DEVELOPMENT, 1999, 13 (22) : 2996 - 3002
  • [6] AGE-STRUCTURED AND 2-DELAY MODELS FOR ERYTHROPOIESIS
    BELAIR, J
    MACKEY, MC
    MAHAFFY, JM
    [J]. MATHEMATICAL BIOSCIENCES, 1995, 128 (1-2) : 317 - 346
  • [7] Prevention of apoptosis in J2E erythroid cells by erythropoietin: Involvement of JAK2 but not MAP kinases
    Chappell, D
    Tilbrook, PA
    Bittorf, T
    Colley, SM
    Meyer, GT
    Klinken, SP
    [J]. CELL DEATH AND DIFFERENTIATION, 1997, 4 (02) : 105 - 113
  • [8] Anemia and impaired stress-induced erythropoiesis in aceruloplasminemic mice
    Cherukuri, S
    Tripoulas, NA
    Nurko, S
    Fox, PL
    [J]. BLOOD CELLS MOLECULES AND DISEASES, 2004, 33 (03) : 346 - 355
  • [9] Computational Modeling of the Hematopoietic Erythroid-Myeloid Switch Reveals Insights into Cooperativity, Priming, and Irreversibility
    Chickarmane, Vijay
    Enver, Tariq
    Peterson, Carsten
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (01)
  • [10] Adding self-renewal in committed erythroid progenitors improves the biological relevance of a mathematical model of erythropolesis
    Crauste, Fabien
    Pujo-Menjouet, Laurent
    Genieys, Stephane
    Molina, Clement
    Gandrillon, Olivier
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2008, 250 (02) : 322 - 338