Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Enciso, Germán, Kellogg, Douglas R., Vargas, Arturo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
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
_version_ 1782302681893699584
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
work_keys_str_mv AT encisogerman compactmodelingofallostericmultisiteproteinsapplicationtoacellsizecheckpoint
AT kelloggdouglasr compactmodelingofallostericmultisiteproteinsapplicationtoacellsizecheckpoint
AT vargasarturo compactmodelingofallostericmultisiteproteinsapplicationtoacellsizecheckpoint