Transport equations for subdiffusion with nonlinear particle interaction

被引:26
作者
Straka, P. [1 ]
Fedotov, S. [2 ]
机构
[1] UNSW Australia, Sch Math & Stat, Sydney, NSW 2052, Australia
[2] Univ Manchester, Sch Math, Manchester M13 9PL, Lancs, England
基金
英国工程与自然科学研究理事会;
关键词
Anomalous diffusion; Aggregation; Volume filling; Cell adhesion; Reaction-diffusion equations; TIME RANDOM-WALKS; CHEMOTAXIS EQUATIONS; ANOMALOUS DIFFUSION; LIMIT DYNAMICS; CELL ADHESION; AGGREGATION; SYSTEMS; DERIVATION; MIGRATION; GUIDE;
D O I
10.1016/j.jtbi.2014.11.012
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We show how the nonlinear interaction effects 'volume filling' and 'adhesion' can be incorporated into the fractional subdiffusive transport of cells and individual organisms. To this end, we use microscopic random walk models with anomalous trapping and systematically derive generic non-Markovian and nonlinear governing equations for the mean concentrations of the subdiffusive cells or organisms. We uncover an interesting interaction between the nonlinearities and the non-Markovian nature of the transport. In the subdiffusive case, this interaction manifests itself in a nontrivial combination of nonlinear terms with fractional derivatives. In the long time limit, however, these equations simplify to a form without fractional operators. This provides an easy method for the study of aggregation phenomena. In particular, this enables us to show that volume filling can prevent "anomalous aggregation," which occurs in subdiffusive systems with a spatially varying anomalous exponent. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:71 / 83
页数:13
相关论文
共 43 条
[1]   Continuous Time Random Walks with Reactions Forcing and Trapping [J].
Angstmann, C. N. ;
Donnelly, I. C. ;
Henry, B. I. .
MATHEMATICAL MODELLING OF NATURAL PHENOMENA, 2013, 8 (02) :17-27
[2]   A one-dimensional model for the interaction between cell-to-cell adhesion and chemotactic signalling [J].
Anguige, K. .
EUROPEAN JOURNAL OF APPLIED MATHEMATICS, 2011, 22 :291-316
[3]   A one-dimensional model of cell diffusion and aggregation, incorporating volume filling and cell-to-cell adhesion [J].
Anguige, K. ;
Schmeiser, C. .
JOURNAL OF MATHEMATICAL BIOLOGY, 2009, 58 (03) :395-427
[4]  
[Anonymous], PHYS REV E
[5]  
[Anonymous], 2011, Stochastic Models for Fractional Calculus
[6]   A continuum approach to modelling cell-cell adhesion [J].
Armstrong, Nicola J. ;
Painter, Kevin J. ;
Sherratt, Jonathan A. .
JOURNAL OF THEORETICAL BIOLOGY, 2006, 243 (01) :98-113
[7]  
Asmussen S., 2003, APPL PROBABILITY QUE, V2
[8]   Anomalous diffusion of proteins due to molecular crowding [J].
Banks, DS ;
Fradin, C .
BIOPHYSICAL JOURNAL, 2005, 89 (05) :2960-2971
[9]   From continuous time random walks to the fractional Fokker-Planck equation [J].
Barkai, E ;
Metzler, R ;
Klafter, J .
PHYSICAL REVIEW E, 2000, 61 (01) :132-138
[10]   Fractional diffusion in inhomogeneous media [J].
Chechkin, AV ;
Gorenflo, R ;
Sokolov, IM .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 2005, 38 (42) :L679-L684