Many-body theory of chemotactic cell-cell interactions

被引:71
作者
Newman, TJ [1 ]
Grima, R
机构
[1] Arizona State Univ, Dept Phys & Astron, Tempe, AZ 85284 USA
[2] Arizona State Univ, Sch Life Sci, Tempe, AZ 85284 USA
基金
美国国家科学基金会;
关键词
D O I
10.1103/PhysRevE.70.051916
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We consider an individual-based stochastic model of cell movement mediated by chemical signaling fields. This model is formulated using Langevin dynamics, which allows an analytic study using methods from statistical and many-body physics. In particular we construct a diagrammatic framework within which to study cell-cell interactions. In the mean-field limit, where statistical correlations between cells are neglected, we recover the deterministic Keller-Segel equations. Within exact perturbation theory in the chemotactic coupling epsilon, statistical correlations are non-negligible at large times and lead to a renormalization of the cell diffusion coefficient D-R-an effect that is absent at mean-field level. An alternative closure scheme, based on the necklace approximation, probes the strong coupling behavior of the system and predicts that D-R is renormalized to zero at a critical value of epsilon, indicating self-localization of the cell. Stochastic simulations of the model give very satisfactory agreement with the perturbative result. At higher values of the coupling simulations indicate that D-R similar to epsilon(-2), a result at odds with the necklace approximation. We briefly discuss an extension of our model, which incorporates the effects of short-range interactions such as cell-cell adhesion.
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页数:15
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