Numerical Simulation of a Multiscale Cell Motility Model Based on the Kinetic Theory of Active Particles

被引:9
作者
Knopoff, Damian A. [1 ,2 ]
Nieto, Juanjo [3 ]
Urrutia, Luis [3 ]
机构
[1] Univ Nacl Cordoba, RA-5000 Cordoba, Argentina
[2] Consejo Nacl Invest Cient & Tecn, CIEM, RA-5000 Cordoba, Argentina
[3] Univ Granada, Dept Matemat Aplicada, E-18071 Granada, Spain
来源
SYMMETRY-BASEL | 2019年 / 11卷 / 08期
关键词
multiscale modeling; cell movement; haptotaxis; kinetic theory; KELLER-SEGEL MODELS; MATHEMATICAL-THEORY; PATTERN-FORMATION; CROSS-DIFFUSION; CHEMOTAXIS; INVASION; MIGRATION; BINDING; CANCER; THROMBOSPONDIN;
D O I
10.3390/sym11081003
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this work, we deal with a kinetic model of cell movement that takes into consideration the structure of the extracellular matrix, considering cell membrane reactions, haptotaxis, and chemotaxis, which plays a key role in a number of biological processes such as wound healing and tumor cell invasion. The modeling is performed at a microscopic scale, and then, a scaling limit is performed to derive the macroscopic model. We run some selected numerical experiments aimed at understanding cell movement and adhesion under certain documented situations, and we measure the alignment of the cells and compare it with the pathways determined by the extracellular matrix by introducing new alignment operators.
引用
收藏
页数:19
相关论文
共 49 条
[1]   Stochastic evolutionary differential games toward a systems theory of behavioral social dynamics [J].
Ajmone Marsan, G. ;
Bellomo, N. ;
Gibelli, L. .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2016, 26 (06) :1051-1093
[2]  
Ananthakrishnan R, 2007, INT J BIOL SCI, V3, P303
[3]   A history of the study of solid tumour growth: The contribution of mathematical modelling [J].
Araujo, RP ;
McElwain, DLS .
BULLETIN OF MATHEMATICAL BIOLOGY, 2004, 66 (05) :1039-1091
[4]   Cross-diffusion and traveling waves in porous-media flux-saturated Keller-Segel models [J].
Arias, Margarita ;
Compos, Juan ;
Soler, Juan .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2018, 28 (11) :2103-2129
[5]  
Banasiak J, 2014, MODEL SIMUL SCI ENG, P1, DOI 10.1007/978-3-319-05140-6
[6]   From a multiscale derivation of nonlinear cross-diffusion models to Keller-Segel models in a Navier-Stokes fluid [J].
Bellomo, N. ;
Bellouquid, A. ;
Chouhad, N. .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2016, 26 (11) :2041-2069
[7]   Toward a mathematical theory of Keller-Segel models of pattern formation in biological tissues [J].
Bellomo, N. ;
Bellouquid, A. ;
Tao, Y. ;
Winkler, M. .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2015, 25 (09) :1663-1763
[8]   ON THE DIFFICULT INTERPLAY BETWEEN LIFE, "COMPLEXITY", AND MATHEMATICAL SCIENCES [J].
Bellomo, N. ;
Knopoff, D. ;
Soler, J. .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2013, 23 (10) :1861-1913
[9]   ON THE ASYMPTOTIC THEORY FROM MICROSCOPIC TO MACROSCOPIC GROWING TISSUE MODELS: AN OVERVIEW WITH PERSPECTIVES [J].
Bellomo, N. ;
Bellouquid, A. ;
Nieto, J. ;
Soler, J. .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2012, 22 (01)
[10]   ON THE INTERPLAY BETWEEN BEHAVIORAL DYNAMICS AND SOCIAL INTERACTIONS IN HUMAN CROWDS [J].
Bellomo, Nicola ;
Gibelli, Livio ;
Outada, Nisrine .
KINETIC AND RELATED MODELS, 2019, 12 (02) :397-409