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Compact Modeling of Allosteric Multisite Proteins: Application to a Cell Size Checkpoint
We explore a framework to model the dose response of allosteric multisite phosphorylation proteins using a single auxiliary variable. This reduction can closely replicate the steady state behavior of detailed multisite systems such as the Monod-Wyman-Changeux allosteric model or rule-based models. O...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3916233/ https://www.ncbi.nlm.nih.gov/pubmed/24516371 http://dx.doi.org/10.1371/journal.pcbi.1003443 |
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author | Enciso, Germán Kellogg, Douglas R. Vargas, Arturo |
author_facet | Enciso, Germán Kellogg, Douglas R. Vargas, Arturo |
author_sort | Enciso, Germán |
collection | PubMed |
description | We explore a framework to model the dose response of allosteric multisite phosphorylation proteins using a single auxiliary variable. This reduction can closely replicate the steady state behavior of detailed multisite systems such as the Monod-Wyman-Changeux allosteric model or rule-based models. Optimal ultrasensitivity is obtained when the activation of an allosteric protein by its individual sites is concerted and redundant. The reduction makes this framework useful for modeling and analyzing biochemical systems in practical applications, where several multisite proteins may interact simultaneously. As an application we analyze a newly discovered checkpoint signaling pathway in budding yeast, which has been proposed to measure cell growth by monitoring signals generated at sites of plasma membrane growth. We show that the known components of this pathway can form a robust hysteretic switch. In particular, this system incorporates a signal proportional to bud growth or size, a mechanism to read the signal, and an all-or-none response triggered only when the signal reaches a threshold indicating that sufficient growth has occurred. |
format | Online Article Text |
id | pubmed-3916233 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-39162332014-02-10 Compact Modeling of Allosteric Multisite Proteins: Application to a Cell Size Checkpoint Enciso, Germán Kellogg, Douglas R. Vargas, Arturo PLoS Comput Biol Research Article We explore a framework to model the dose response of allosteric multisite phosphorylation proteins using a single auxiliary variable. This reduction can closely replicate the steady state behavior of detailed multisite systems such as the Monod-Wyman-Changeux allosteric model or rule-based models. Optimal ultrasensitivity is obtained when the activation of an allosteric protein by its individual sites is concerted and redundant. The reduction makes this framework useful for modeling and analyzing biochemical systems in practical applications, where several multisite proteins may interact simultaneously. As an application we analyze a newly discovered checkpoint signaling pathway in budding yeast, which has been proposed to measure cell growth by monitoring signals generated at sites of plasma membrane growth. We show that the known components of this pathway can form a robust hysteretic switch. In particular, this system incorporates a signal proportional to bud growth or size, a mechanism to read the signal, and an all-or-none response triggered only when the signal reaches a threshold indicating that sufficient growth has occurred. Public Library of Science 2014-02-06 /pmc/articles/PMC3916233/ /pubmed/24516371 http://dx.doi.org/10.1371/journal.pcbi.1003443 Text en © 2014 Enciso 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 Enciso, Germán Kellogg, Douglas R. Vargas, Arturo Compact Modeling of Allosteric Multisite Proteins: Application to a Cell Size Checkpoint |
title | Compact Modeling of Allosteric Multisite Proteins: Application to a Cell Size Checkpoint |
title_full | Compact Modeling of Allosteric Multisite Proteins: Application to a Cell Size Checkpoint |
title_fullStr | Compact Modeling of Allosteric Multisite Proteins: Application to a Cell Size Checkpoint |
title_full_unstemmed | Compact Modeling of Allosteric Multisite Proteins: Application to a Cell Size Checkpoint |
title_short | Compact Modeling of Allosteric Multisite Proteins: Application to a Cell Size Checkpoint |
title_sort | compact modeling of allosteric multisite proteins: application to a cell size checkpoint |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3916233/ https://www.ncbi.nlm.nih.gov/pubmed/24516371 http://dx.doi.org/10.1371/journal.pcbi.1003443 |
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