A mathematical model for eph/ephrin-directed segregation of intermingled cells.

Eph receptors, the largest family of receptor tyrosine kinases, control cell-cell adhesion/de-adhesion, cell morphology and cell positioning through interaction with cell surface ephrin ligands. Bi-directional signalling from the Eph and ephrin complexes on interacting cells have a significant role...

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Main Authors: Rotem Aharon, Peter W Janes, Anthony W Burgess, Kais Hamza, Fima Klebaner, Martin Lackmann
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4249859?pdf=render
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spelling doaj-ca21939ae33b43c49ba91ee03ef6c3202020-11-25T02:04:48ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-01912e11180310.1371/journal.pone.0111803A mathematical model for eph/ephrin-directed segregation of intermingled cells.Rotem AharonPeter W JanesAnthony W BurgessKais HamzaFima KlebanerMartin LackmannEph receptors, the largest family of receptor tyrosine kinases, control cell-cell adhesion/de-adhesion, cell morphology and cell positioning through interaction with cell surface ephrin ligands. Bi-directional signalling from the Eph and ephrin complexes on interacting cells have a significant role in controlling normal tissue development and oncogenic tissue patterning. Eph-mediated tissue patterning is based on the fine-tuned balance of adhesion and de-adhesion reactions between distinct Eph- and ephrin-expressing cell populations, and adhesion within like populations (expressing either Eph or ephrin). Here we develop a stochastic, Lagrangian model that is based on Eph/ephrin biology: incorporating independent Brownian motion to describe cell movement and a deterministic term (the drift term) to represent repulsive and adhesive interactions between neighbouring cells. Comparison between the experimental and computer simulated Eph/ephrin cell patterning events shows that the model recapitulates the dynamics of cell-cell segregation and cell cluster formation. Moreover, by modulating the term for Eph/ephrin-mediated repulsion, the model can be tuned to match the actual behaviour of cells with different levels of Eph expression or activity. Together the results of our experiments and modelling suggest that the complexity of Eph/ephrin signalling mechanisms that control cell-cell interactions can be described well by a mathematical model with a single term balancing adhesion and de-adhesion between interacting cells. This model allows reliable prediction of Eph/ephrin-dependent control of cell patterning behaviour.http://europepmc.org/articles/PMC4249859?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Rotem Aharon
Peter W Janes
Anthony W Burgess
Kais Hamza
Fima Klebaner
Martin Lackmann
spellingShingle Rotem Aharon
Peter W Janes
Anthony W Burgess
Kais Hamza
Fima Klebaner
Martin Lackmann
A mathematical model for eph/ephrin-directed segregation of intermingled cells.
PLoS ONE
author_facet Rotem Aharon
Peter W Janes
Anthony W Burgess
Kais Hamza
Fima Klebaner
Martin Lackmann
author_sort Rotem Aharon
title A mathematical model for eph/ephrin-directed segregation of intermingled cells.
title_short A mathematical model for eph/ephrin-directed segregation of intermingled cells.
title_full A mathematical model for eph/ephrin-directed segregation of intermingled cells.
title_fullStr A mathematical model for eph/ephrin-directed segregation of intermingled cells.
title_full_unstemmed A mathematical model for eph/ephrin-directed segregation of intermingled cells.
title_sort mathematical model for eph/ephrin-directed segregation of intermingled cells.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
description Eph receptors, the largest family of receptor tyrosine kinases, control cell-cell adhesion/de-adhesion, cell morphology and cell positioning through interaction with cell surface ephrin ligands. Bi-directional signalling from the Eph and ephrin complexes on interacting cells have a significant role in controlling normal tissue development and oncogenic tissue patterning. Eph-mediated tissue patterning is based on the fine-tuned balance of adhesion and de-adhesion reactions between distinct Eph- and ephrin-expressing cell populations, and adhesion within like populations (expressing either Eph or ephrin). Here we develop a stochastic, Lagrangian model that is based on Eph/ephrin biology: incorporating independent Brownian motion to describe cell movement and a deterministic term (the drift term) to represent repulsive and adhesive interactions between neighbouring cells. Comparison between the experimental and computer simulated Eph/ephrin cell patterning events shows that the model recapitulates the dynamics of cell-cell segregation and cell cluster formation. Moreover, by modulating the term for Eph/ephrin-mediated repulsion, the model can be tuned to match the actual behaviour of cells with different levels of Eph expression or activity. Together the results of our experiments and modelling suggest that the complexity of Eph/ephrin signalling mechanisms that control cell-cell interactions can be described well by a mathematical model with a single term balancing adhesion and de-adhesion between interacting cells. This model allows reliable prediction of Eph/ephrin-dependent control of cell patterning behaviour.
url http://europepmc.org/articles/PMC4249859?pdf=render
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