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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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 AT aydaruatay stochasticmodellingframeworkforsinglecellmigrationcouplingcontractilityandfocaladhesions |
_version_ |
1724542187946901504 |