A Stochastic Modelling Framework for Single Cell Migration: Coupling Contractility and Focal Adhesions

The interaction of the actin cytoskeleton with cell–substrate adhesions is necessary for cell migration. While the trajectories of motile cells have a stochastic character, investigations of cell motility mechanisms rarely elaborate on the origins of the observed randomness. Here, guided by a few fu...

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Main Author: Aydar Uatay 
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/12/8/1348
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spelling doaj-5103f8d2eced4e8fbe07925c94d188b22020-11-25T03:38:28ZengMDPI AGSymmetry2073-89942020-08-01121348134810.3390/sym12081348A Stochastic Modelling Framework for Single Cell Migration: Coupling Contractility and Focal AdhesionsAydar Uatay 0Felix-Klein-Zentrum für Mathematik, Technische Universität Kaiserslautern, Paul-Ehrlich-Str. 31, 67663 Kaiserslautern, GermanyThe interaction of the actin cytoskeleton with cell–substrate adhesions is necessary for cell migration. While the trajectories of motile cells have a stochastic character, investigations of cell motility mechanisms rarely elaborate on the origins of the observed randomness. Here, guided by a few fundamental attributes of cell motility, I construct a minimal stochastic cell migration model from ground-up. The resulting model couples a deterministic actomyosin contractility mechanism with stochastic cell–substrate adhesion kinetics, and yields a well-defined piecewise deterministic process. Numerical simulations reproduce several experimentally observed results, including anomalous diffusion, tactic migration and contact guidance. This work provides a basis for the development of cell–cell collision and population migration models.https://www.mdpi.com/2073-8994/12/8/1348cell motilityfocal adhesionspiecewise deterministic processsuperdiffusiontactic migrationcell contractility
collection DOAJ
language English
format Article
sources DOAJ
author Aydar Uatay 
spellingShingle Aydar Uatay 
A Stochastic Modelling Framework for Single Cell Migration: Coupling Contractility and Focal Adhesions
Symmetry
cell motility
focal adhesions
piecewise deterministic process
superdiffusion
tactic migration
cell contractility
author_facet Aydar Uatay 
author_sort Aydar Uatay 
title A Stochastic Modelling Framework for Single Cell Migration: Coupling Contractility and Focal Adhesions
title_short A Stochastic Modelling Framework for Single Cell Migration: Coupling Contractility and Focal Adhesions
title_full A Stochastic Modelling Framework for Single Cell Migration: Coupling Contractility and Focal Adhesions
title_fullStr A Stochastic Modelling Framework for Single Cell Migration: Coupling Contractility and Focal Adhesions
title_full_unstemmed A Stochastic Modelling Framework for Single Cell Migration: Coupling Contractility and Focal Adhesions
title_sort stochastic modelling framework for single cell migration: coupling contractility and focal adhesions
publisher MDPI AG
series Symmetry
issn 2073-8994
publishDate 2020-08-01
description The interaction of the actin cytoskeleton with cell–substrate adhesions is necessary for cell migration. While the trajectories of motile cells have a stochastic character, investigations of cell motility mechanisms rarely elaborate on the origins of the observed randomness. Here, guided by a few fundamental attributes of cell motility, I construct a minimal stochastic cell migration model from ground-up. The resulting model couples a deterministic actomyosin contractility mechanism with stochastic cell–substrate adhesion kinetics, and yields a well-defined piecewise deterministic process. Numerical simulations reproduce several experimentally observed results, including anomalous diffusion, tactic migration and contact guidance. This work provides a basis for the development of cell–cell collision and population migration models.
topic cell motility
focal adhesions
piecewise deterministic process
superdiffusion
tactic migration
cell contractility
url https://www.mdpi.com/2073-8994/12/8/1348
work_keys_str_mv AT aydaruatay astochasticmodellingframeworkforsinglecellmigrationcouplingcontractilityandfocaladhesions
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