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Collective Cell Motion in an Epithelial Sheet Can Be Quantitatively Described by a Stochastic Interacting Particle Model

Modelling the displacement of thousands of cells that move in a collective way is required for the simulation and the theoretical analysis of various biological processes. Here, we tackle this question in the controlled setting where the motion of Madin-Darby Canine Kidney (MDCK) cells in a confluen...

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Autores principales: Sepúlveda, Néstor, Petitjean, Laurence, Cochet, Olivier, Grasland-Mongrain, Erwan, Silberzan, Pascal, Hakim, Vincent
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3591275/
https://www.ncbi.nlm.nih.gov/pubmed/23505356
http://dx.doi.org/10.1371/journal.pcbi.1002944
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author Sepúlveda, Néstor
Petitjean, Laurence
Cochet, Olivier
Grasland-Mongrain, Erwan
Silberzan, Pascal
Hakim, Vincent
author_facet Sepúlveda, Néstor
Petitjean, Laurence
Cochet, Olivier
Grasland-Mongrain, Erwan
Silberzan, Pascal
Hakim, Vincent
author_sort Sepúlveda, Néstor
collection PubMed
description Modelling the displacement of thousands of cells that move in a collective way is required for the simulation and the theoretical analysis of various biological processes. Here, we tackle this question in the controlled setting where the motion of Madin-Darby Canine Kidney (MDCK) cells in a confluent epithelium is triggered by the unmasking of free surface. We develop a simple model in which cells are described as point particles with a dynamic based on the two premises that, first, cells move in a stochastic manner and, second, tend to adapt their motion to that of their neighbors. Detailed comparison to experimental data show that the model provides a quantitatively accurate description of cell motion in the epithelium bulk at early times. In addition, inclusion of model “leader” cells with modified characteristics, accounts for the digitated shape of the interface which develops over the subsequent hours, providing that leader cells invade free surface more easily than other cells and coordinate their motion with their followers. The previously-described progression of the epithelium border is reproduced by the model and quantitatively explained.
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spelling pubmed-35912752013-03-15 Collective Cell Motion in an Epithelial Sheet Can Be Quantitatively Described by a Stochastic Interacting Particle Model Sepúlveda, Néstor Petitjean, Laurence Cochet, Olivier Grasland-Mongrain, Erwan Silberzan, Pascal Hakim, Vincent PLoS Comput Biol Research Article Modelling the displacement of thousands of cells that move in a collective way is required for the simulation and the theoretical analysis of various biological processes. Here, we tackle this question in the controlled setting where the motion of Madin-Darby Canine Kidney (MDCK) cells in a confluent epithelium is triggered by the unmasking of free surface. We develop a simple model in which cells are described as point particles with a dynamic based on the two premises that, first, cells move in a stochastic manner and, second, tend to adapt their motion to that of their neighbors. Detailed comparison to experimental data show that the model provides a quantitatively accurate description of cell motion in the epithelium bulk at early times. In addition, inclusion of model “leader” cells with modified characteristics, accounts for the digitated shape of the interface which develops over the subsequent hours, providing that leader cells invade free surface more easily than other cells and coordinate their motion with their followers. The previously-described progression of the epithelium border is reproduced by the model and quantitatively explained. Public Library of Science 2013-03-07 /pmc/articles/PMC3591275/ /pubmed/23505356 http://dx.doi.org/10.1371/journal.pcbi.1002944 Text en © 2013 Sepúlveda et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Sepúlveda, Néstor
Petitjean, Laurence
Cochet, Olivier
Grasland-Mongrain, Erwan
Silberzan, Pascal
Hakim, Vincent
Collective Cell Motion in an Epithelial Sheet Can Be Quantitatively Described by a Stochastic Interacting Particle Model
title Collective Cell Motion in an Epithelial Sheet Can Be Quantitatively Described by a Stochastic Interacting Particle Model
title_full Collective Cell Motion in an Epithelial Sheet Can Be Quantitatively Described by a Stochastic Interacting Particle Model
title_fullStr Collective Cell Motion in an Epithelial Sheet Can Be Quantitatively Described by a Stochastic Interacting Particle Model
title_full_unstemmed Collective Cell Motion in an Epithelial Sheet Can Be Quantitatively Described by a Stochastic Interacting Particle Model
title_short Collective Cell Motion in an Epithelial Sheet Can Be Quantitatively Described by a Stochastic Interacting Particle Model
title_sort collective cell motion in an epithelial sheet can be quantitatively described by a stochastic interacting particle model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3591275/
https://www.ncbi.nlm.nih.gov/pubmed/23505356
http://dx.doi.org/10.1371/journal.pcbi.1002944
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