The Effect of a Linear Tuning between the Antigenic Stimulations of CD4+ T Cells and CD4+ Tregs

被引:6
作者
Yusuf, Aliyu A. [1 ,2 ,3 ]
Figueiredo, Isabel P. [4 ]
Afsar, Atefeh [1 ,2 ]
Burroughs, Nigel J. [5 ]
Pinto, Alberto A. [1 ,2 ]
Oliveira, Bruno M. P. M. [2 ,6 ]
机构
[1] Univ Porto, Fac Ciencias, Dept Matemat, P-4169007 Porto, Portugal
[2] INESC TEC, LIAAD, P-4200465 Porto, Portugal
[3] Kano Univ Sci & Technol, Dept Math, Kano 3244, Nigeria
[4] Inst Politecn Porto, Inst Super Engn Porto, Dept Matemat, P-4200072 Porto, Portugal
[5] Univ Warwick, Syst Biol Ctr, Coventry CV4 7AL, W Midlands, England
[6] Univ Porto, Fac Ciencias Nutr & Alimentacao, P-4200465 Porto, Portugal
关键词
CD4(+) T cells; CD4(+) Tregs; bifurcation; eigenvalues; ODE model; 58F15; 58F17; 53C35; QUORUM GROWTH THRESHOLDS; IMMUNE-RESPONSE; AUTOIMMUNE-DISEASE; MODEL; SELF; SUPPRESSION; INFECTIONS; ACTIVATION; TOLERANCE; VIRUS;
D O I
10.3390/math8020293
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We study the equilibria of an Ordinary Differencial Equation (ODE) system where CD4<mml:semantics>+</mml:semantics> effector or helper T cells and Regulatory T cells (Tregs) are present. T cells trigger an immune response in the presence of their specific antigen. Regulatory T cells (Tregs) play a role in limiting auto-immune diseases due to their immune-suppressive ability. Here, we present explicit exact formulas that give the relationship between the concentration of T cells, the concentration of Tregs, and the antigenic stimulation of T cells, when the system is at equilibria, stable or unstable. We found a parameter region of bistability, limited by two thresholds of antigenic stimulation of T cells (hysteresis). Moreover, there are values of the slope parameter of the tuning for which an isola-center bifurcation appears, and, for some other values, there is a transcritical bifurcation. We also present time evolutions of the ODE system.
引用
收藏
页数:14
相关论文
共 30 条
[21]  
Oliveira B.M. P. M., 2015, Applied Mathematics and Information Sciences, V9, P2221
[22]   Modelling the suppression of autoimmunity after pathogen infection [J].
Oliveira, Bruno M. P. M. ;
Trinchet, Ricard ;
Otero Espinar, Maria Victoria ;
Pinto, Alberto ;
Burroughs, Nigel .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2018, 41 (18) :8565-8570
[23]   Dynamics of Immunological Models [J].
Pinto, A. A. ;
Burroughs, N. J. ;
Ferreira, M. ;
Oliveira, B. M. P. M. .
ACTA BIOTHEORETICA, 2010, 58 (04) :391-404
[24]   Naturally arising CD4+ regulatory T cells for immunologic self-tolerance and negative control of immune responses [J].
Sakaguchi, S .
ANNUAL REVIEW OF IMMUNOLOGY, 2004, 22 :531-562
[25]   A QUANTITATIVE MODEL OF AUTOIMMUNE-DISEASE AND T-CELL VACCINATION - DOES MORE MEAN LESS [J].
SEGEL, LA ;
JAGER, E ;
ELIAS, D ;
COHEN, IR .
IMMUNOLOGY TODAY, 1995, 16 (02) :80-84
[26]   Control of T-cell activation by CD4+ CD25+ suppressor T cells [J].
Shevach, EM ;
McHugh, RS ;
Piccirillo, CA ;
Thornton, AM .
IMMUNOLOGICAL REVIEWS, 2001, 182 :58-67
[27]   Making Mouse Models That Reflect Human Immune Responses [J].
Tao, Lili ;
Reese, Tiffany A. .
TRENDS IN IMMUNOLOGY, 2017, 38 (03) :181-193
[28]   CD4+CD25+ immunoregulatory T cells suppress polyclonal T cell activation in vitro by inhibiting interleukin 2 production [J].
Thornton, AM ;
Shevach, EM .
JOURNAL OF EXPERIMENTAL MEDICINE, 1998, 188 (02) :287-296
[29]   Response of naive and memory CD8+ T cells to antigen stimulation in vivo [J].
Veiga-Fernandes, H ;
Walter, U ;
Bourgeois, C ;
McLean, A ;
Rocha, B .
NATURE IMMUNOLOGY, 2000, 1 (01) :47-53
[30]   Virus-induced autoimmune disease [J].
vonHerrath, MG ;
Oldstone, MBA .
CURRENT OPINION IN IMMUNOLOGY, 1996, 8 (06) :878-885