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Mathematical modelling of cell migration: stiffness dependent jump rates result in durotaxis

Journal article
Authors Adam A. Malik
Philip Gerlee
Published in Journal of Mathematical Biology
Volume 78
Issue 7
Pages 2289-2315
ISSN 0303-6812
Publication year 2019
Published at Department of Mathematical Sciences
Pages 2289-2315
Language en
Links dx.doi.org/10.1007/s00285-019-01344...
Keywords Cell migration, Durotaxis, Stochastic model, Jump process, Advection-diffusion equation, extracellular-matrix, substrate stiffness, organization, Life Sciences & Biomedicine - Other Topics, Mathematical & Computational, Biology
Subject categories Mathematics

Abstract

Durotaxis, the phenomena where cells migrate up a gradient in substrate stiffness, remains poorly understood. It has been proposed that durotaxis results from the reinforcement of focal adhesions on stiff substrates. In this paper we formulate a mathematical model of single cell migration on elastic substrates with spatially varying stiffness. We develop a stochastic model where the cell moves by updating the position of its adhesion sites at random times, and the rate of updates is determined by the local stiffness of the substrate. We investigate two physiologically motivated mechanisms of stiffness sensing. From the stochastic model of single cell migration we derive a population level description in the form of a partial differential equation for the time evolution of the density of cells. The equation is an advection-diffusion equation, where the advective velocity is proportional to the stiffness gradient. The model shows quantitative agreement with experimental results in which cells tend to cluster when seeded on a matrix with periodically varying stiffness.

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