A robust model to describe the differentiation of T-helper cells

被引:37
作者
Mendoza, Luis [1 ,2 ]
Pardo, Fatima [1 ]
机构
[1] Univ Nacl Autonoma Mexico, Inst Invest Biomed, Mexico City 04510, DF, Mexico
[2] Univ Nacl Autonoma Mexico, Ctr Ciencias Complejidad, Mexico City 04510, DF, Mexico
关键词
T-helper; Th cells; Network model; TGF-BETA; LINEAGE; FOXP3; GENERATION; T(H)17; LYMPHOCYTES; INDUCTION; PHENOTYPE; RECEPTOR; DISTINCT;
D O I
10.1007/s12064-010-0112-x
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
There is a wealth of information regarding the differentiation of T-helper cells. Nevertheless, there is no general agreement on the topology and dynamical properties of the molecular network controlling the differentiation of these cells. This paper presents a continuous dynamical system to model the signaling network that controls the differentiation process of T-helper cells. The model is able to represent the differentiation from the precursor Th0 cell to any of the four effectors types (Th1, Th2, Th17, and Treg), as well as the phenotype of single null mutants. We present the first sensitivity analysis of the equations defining the Th model, showing that the qualitative dynamical behavior of the model is very robust against changes in three out of four tested parameters. The robustness of the model is in agreement with our claim that the qualitative behavior of the system is to a large extent independent of the methodological framework used for modeling.
引用
收藏
页码:283 / 293
页数:11
相关论文
共 34 条
  • [1] Surface phenotype and antigenic specificity of human interleukin 17-producing T helper memory cells
    Acosta-Rodriguez, Eva V.
    Rivino, Laura
    Geginat, Jens
    Jarrossay, David
    Gattorno, Marco
    Lanzavecchia, Antonio
    Sallusto, Federica
    Napolitani, Giorgio
    [J]. NATURE IMMUNOLOGY, 2007, 8 (06) : 639 - 646
  • [2] Reciprocal developmental pathways for the generation of pathogenic effector TH17 and regulatory T cells
    Bettelli, E
    Carrier, YJ
    Gao, WD
    Korn, T
    Strom, TB
    Oukka, M
    Weiner, HL
    Kuchroo, VK
    [J]. NATURE, 2006, 441 (7090) : 235 - 238
  • [3] Competing feedback loops shape IL-2 signaling between helper and regulatory T lymphocytes in cellular microenvironments
    Busse, Dorothea
    de la Rosa, Maurus
    Hobiger, Kirstin
    Thurley, Kevin
    Flossdorf, Michael
    Scheffold, Alexander
    Hoefer, Thomas
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (07) : 3058 - 3063
  • [4] Conversion of peripheral CD4+CD25- naive T cells to CD4+CD25+ regulatory T cells by TGF-β induction of transcription factor Foxp3
    Chen, WJ
    Jin, WW
    Hardegen, N
    Lei, KJ
    Li, L
    Marinos, N
    McGrady, G
    Wahl, SM
    [J]. JOURNAL OF EXPERIMENTAL MEDICINE, 2003, 198 (12) : 1875 - 1886
  • [5] Cutting edge:: TGF-β induces a regulatory phenotype in CD4+CD25- T cells through Foxp3 induction and down-regulation of Smad7
    Fantini, MC
    Becker, C
    Monteleone, G
    Pallone, F
    Galle, PR
    Neurath, MF
    [J]. JOURNAL OF IMMUNOLOGY, 2004, 172 (09) : 5149 - 5153
  • [6] Foxp3 Programs the Development and Function of CD4+CD25+ Regulatory T Cells (Reprinted from vol 4, pg 330-336, 2003)
    Fontenot, Jason D.
    Gavin, Marc A.
    Rudensky, Alexander Y.
    [J]. JOURNAL OF IMMUNOLOGY, 2017, 198 (03) : 986 - 992
  • [7] Garg A, 2007, LECT NOTES COMPUT SC, V4453, P62
  • [8] Foxp3-dependent programme of regulatory T-cell differentiation
    Gavin, Marc A.
    Rasmussen, Jeffrey P.
    Fontenot, Jason D.
    Vasta, Valeria
    Manganiello, Vincent C.
    Beavo, Joseph A.
    Rudensky, Alexander Y.
    [J]. NATURE, 2007, 445 (7129) : 771 - 775
  • [9] Interleukin 17-producing CD4+ effector T cells develop via a lineage distinct from the T helper type 1 and 2 lineages
    Harrington, LE
    Hatton, RD
    Mangan, PR
    Turner, H
    Murphy, TL
    Murphy, KM
    Weaver, CT
    [J]. NATURE IMMUNOLOGY, 2005, 6 (11) : 1123 - 1132
  • [10] Interleukin-6-type cytokine signalling through the gp130/Jak/STAT pathway
    Heinrich, PC
    Behrmann, I
    Müller-Newen, G
    Schaper, F
    Graeve, L
    [J]. BIOCHEMICAL JOURNAL, 1998, 334 : 297 - 314