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Spatial Stochastic Dynamics Enable Robust Cell Polarization
Although cell polarity is an essential feature of living cells, it is far from being well-understood. Using a combination of computational modeling and biological experiments we closely examine an important prototype of cell polarity: the pheromone-induced formation of the yeast polarisome. Focusing...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3723497/ https://www.ncbi.nlm.nih.gov/pubmed/23935469 http://dx.doi.org/10.1371/journal.pcbi.1003139 |
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author | Lawson, Michael J. Drawert, Brian Khammash, Mustafa Petzold, Linda Yi, Tau-Mu |
author_facet | Lawson, Michael J. Drawert, Brian Khammash, Mustafa Petzold, Linda Yi, Tau-Mu |
author_sort | Lawson, Michael J. |
collection | PubMed |
description | Although cell polarity is an essential feature of living cells, it is far from being well-understood. Using a combination of computational modeling and biological experiments we closely examine an important prototype of cell polarity: the pheromone-induced formation of the yeast polarisome. Focusing on the role of noise and spatial heterogeneity, we develop and investigate two mechanistic spatial models of polarisome formation, one deterministic and the other stochastic, and compare the contrasting predictions of these two models against experimental phenotypes of wild-type and mutant cells. We find that the stochastic model can more robustly reproduce two fundamental characteristics observed in wild-type cells: a highly polarized phenotype via a mechanism that we refer to as spatial stochastic amplification, and the ability of the polarisome to track a moving pheromone input. Moreover, we find that only the stochastic model can simultaneously reproduce these characteristics of the wild-type phenotype and the multi-polarisome phenotype of a deletion mutant of the scaffolding protein Spa2. Significantly, our analysis also demonstrates that higher levels of stochastic noise results in increased robustness of polarization to parameter variation. Furthermore, our work suggests a novel role for a polarisome protein in the stabilization of actin cables. These findings elucidate the intricate role of spatial stochastic effects in cell polarity, giving support to a cellular model where noise and spatial heterogeneity combine to achieve robust biological function. |
format | Online Article Text |
id | pubmed-3723497 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-37234972013-08-09 Spatial Stochastic Dynamics Enable Robust Cell Polarization Lawson, Michael J. Drawert, Brian Khammash, Mustafa Petzold, Linda Yi, Tau-Mu PLoS Comput Biol Research Article Although cell polarity is an essential feature of living cells, it is far from being well-understood. Using a combination of computational modeling and biological experiments we closely examine an important prototype of cell polarity: the pheromone-induced formation of the yeast polarisome. Focusing on the role of noise and spatial heterogeneity, we develop and investigate two mechanistic spatial models of polarisome formation, one deterministic and the other stochastic, and compare the contrasting predictions of these two models against experimental phenotypes of wild-type and mutant cells. We find that the stochastic model can more robustly reproduce two fundamental characteristics observed in wild-type cells: a highly polarized phenotype via a mechanism that we refer to as spatial stochastic amplification, and the ability of the polarisome to track a moving pheromone input. Moreover, we find that only the stochastic model can simultaneously reproduce these characteristics of the wild-type phenotype and the multi-polarisome phenotype of a deletion mutant of the scaffolding protein Spa2. Significantly, our analysis also demonstrates that higher levels of stochastic noise results in increased robustness of polarization to parameter variation. Furthermore, our work suggests a novel role for a polarisome protein in the stabilization of actin cables. These findings elucidate the intricate role of spatial stochastic effects in cell polarity, giving support to a cellular model where noise and spatial heterogeneity combine to achieve robust biological function. Public Library of Science 2013-07-25 /pmc/articles/PMC3723497/ /pubmed/23935469 http://dx.doi.org/10.1371/journal.pcbi.1003139 Text en © 2013 Lawson 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 Lawson, Michael J. Drawert, Brian Khammash, Mustafa Petzold, Linda Yi, Tau-Mu Spatial Stochastic Dynamics Enable Robust Cell Polarization |
title | Spatial Stochastic Dynamics Enable Robust Cell Polarization |
title_full | Spatial Stochastic Dynamics Enable Robust Cell Polarization |
title_fullStr | Spatial Stochastic Dynamics Enable Robust Cell Polarization |
title_full_unstemmed | Spatial Stochastic Dynamics Enable Robust Cell Polarization |
title_short | Spatial Stochastic Dynamics Enable Robust Cell Polarization |
title_sort | spatial stochastic dynamics enable robust cell polarization |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3723497/ https://www.ncbi.nlm.nih.gov/pubmed/23935469 http://dx.doi.org/10.1371/journal.pcbi.1003139 |
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