Reaction-diffusion systems derived from kinetic theory for Multiple Sclerosis

被引:0
|
作者
Oliveira, Joao Miguel [1 ]
Travaglini, Romina [1 ]
机构
[1] Univ Minho, Ctr Math, Campus Gualtar, P-4710057 Braga, Portugal
来源
关键词
Multiple sclerosis; chemotaxis PDE model; turing instability; patterns; kinetic theory; cellular interactions; MATHEMATICAL-MODEL; T-CELLS; EQUATIONS; CHEMOTAXIS; PATHOLOGY; LESIONS; IMMUNE; LIMIT;
D O I
10.1142/S0218202524500222
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we present a mathematical study for the development of Multiple Sclerosis in which a spatio-temporal kinetic theory model describes, at the mesoscopic level, the dynamics of a high number of interacting agents. We consider both interactions among different populations of human cells and the motion of immune cells, stimulated by cytokines. Moreover, we reproduce the consumption of myelin sheath due to anomalously activated lymphocytes and its restoration by oligodendrocytes. Successively, we fix a small time parameter and assume that the considered processes occur at different scales. This allows us to perform a formal limit, obtaining macroscopic reaction-diffusion equations for the number densities with a chemotaxis term. A natural step is then to study the system, inquiring about the formation of spatial patterns through a Turing instability analysis of the problem and basing the discussion on the microscopic parameters of the model. In particular, we get spatial patterns oscillating in time that may reproduce brain lesions characteristic of different phases of the pathology.
引用
收藏
页码:1279 / 1308
页数:30
相关论文
共 50 条
  • [1] Kinetic theory for spatial correlation in nonequilibrium reaction-diffusion systems
    Wakou, J
    Kitahara, K
    PHYSICA A, 2000, 281 (1-4): : 318 - 322
  • [2] Kinetic theory for spatial correlation in nonequilibrium reaction-diffusion systems
    Wakou, J.
    Kitahara, K.
    1600, Elsevier Science Publishers B.V., Amsterdam, Netherlands (281):
  • [3] REACTION-DIFFUSION EQUATIONS DERIVED FROM KINETIC MODELS AND THEIR TURING INSTABILITY
    Bisi, Marzia
    Travaglini, Romina
    COMMUNICATIONS IN MATHEMATICAL SCIENCES, 2022, 20 (03) : 763 - 801
  • [4] Chemical Organization Theory of Reaction-diffusion systems
    Peter, Stephan
    Dittrich, Peter
    Ibrahim, Bashar
    PROCEEDINGS OF 2019 IEEE 4TH WORLD CONFERENCE ON COMPLEX SYSTEMS (WCCS' 19), 2019, : 171 - 176
  • [5] APPLICATIONS OF SEMIGROUP THEORY TO REACTION-DIFFUSION SYSTEMS
    MARTIN, RH
    LECTURE NOTES IN MATHEMATICS, 1987, 1248 : 108 - 126
  • [6] Stationary multiple spots for reaction-diffusion systems
    Wei, Juncheng
    Winter, Matthias
    JOURNAL OF MATHEMATICAL BIOLOGY, 2008, 57 (01) : 53 - 89
  • [7] CLASSIFICATION IN BIFURCATION THEORY AND REACTION-DIFFUSION SYSTEMS
    SCHIFFMANN, Y
    PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 1980, 64 (03): : 89 - 169
  • [8] Synchronization in reaction-diffusion systems with multiple pacemakers
    Nolet, F. E.
    Rombouts, J.
    Gelens, L.
    CHAOS, 2020, 30 (05)
  • [9] THERMODYNAMIC AND STOCHASTIC-THEORY OF REACTION-DIFFUSION SYSTEMS WITH MULTIPLE STATIONARY STATES
    CHU, XL
    ROSS, J
    HUNT, PM
    HUNT, KLC
    JOURNAL OF CHEMICAL PHYSICS, 1993, 99 (05): : 3444 - 3454
  • [10] REACTION-DIFFUSION OF FOREIGN GAS - KINETIC-THEORY APPROACH
    NOWAKOWSKI, B
    ACTA PHYSICA POLONICA B, 1995, 26 (06): : 1031 - 1046