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Linear Population Allocation by Bistable Switches in Response to Transient Stimulation

Many cellular decision processes, including proliferation, differentiation, and phenotypic switching, are controlled by bistable signaling networks. In response to transient or intermediate input signals, these networks allocate a population fraction to each of two distinct states (e.g. OFF and ON)....

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Detalles Bibliográficos
Autores principales: Srimani, Jaydeep K., Yao, Guang, Neu, John, Tanouchi, Yu, Lee, Tae Jun, You, Lingchong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4139379/
https://www.ncbi.nlm.nih.gov/pubmed/25141235
http://dx.doi.org/10.1371/journal.pone.0105408
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author Srimani, Jaydeep K.
Yao, Guang
Neu, John
Tanouchi, Yu
Lee, Tae Jun
You, Lingchong
author_facet Srimani, Jaydeep K.
Yao, Guang
Neu, John
Tanouchi, Yu
Lee, Tae Jun
You, Lingchong
author_sort Srimani, Jaydeep K.
collection PubMed
description Many cellular decision processes, including proliferation, differentiation, and phenotypic switching, are controlled by bistable signaling networks. In response to transient or intermediate input signals, these networks allocate a population fraction to each of two distinct states (e.g. OFF and ON). While extensive studies have been carried out to analyze various bistable networks, they are primarily focused on responses of bistable networks to sustained input signals. In this work, we investigate the response characteristics of bistable networks to transient signals, using both theoretical analysis and numerical simulation. We find that bistable systems exhibit a common property: for input signals with short durations, the fraction of switching cells increases linearly with the signal duration, allowing the population to integrate transient signals to tune its response. We propose that this allocation algorithm can be an optimal response strategy for certain cellular decisions in which excessive switching results in lower population fitness.
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spelling pubmed-41393792014-08-25 Linear Population Allocation by Bistable Switches in Response to Transient Stimulation Srimani, Jaydeep K. Yao, Guang Neu, John Tanouchi, Yu Lee, Tae Jun You, Lingchong PLoS One Research Article Many cellular decision processes, including proliferation, differentiation, and phenotypic switching, are controlled by bistable signaling networks. In response to transient or intermediate input signals, these networks allocate a population fraction to each of two distinct states (e.g. OFF and ON). While extensive studies have been carried out to analyze various bistable networks, they are primarily focused on responses of bistable networks to sustained input signals. In this work, we investigate the response characteristics of bistable networks to transient signals, using both theoretical analysis and numerical simulation. We find that bistable systems exhibit a common property: for input signals with short durations, the fraction of switching cells increases linearly with the signal duration, allowing the population to integrate transient signals to tune its response. We propose that this allocation algorithm can be an optimal response strategy for certain cellular decisions in which excessive switching results in lower population fitness. Public Library of Science 2014-08-20 /pmc/articles/PMC4139379/ /pubmed/25141235 http://dx.doi.org/10.1371/journal.pone.0105408 Text en © 2014 Srimani 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
Srimani, Jaydeep K.
Yao, Guang
Neu, John
Tanouchi, Yu
Lee, Tae Jun
You, Lingchong
Linear Population Allocation by Bistable Switches in Response to Transient Stimulation
title Linear Population Allocation by Bistable Switches in Response to Transient Stimulation
title_full Linear Population Allocation by Bistable Switches in Response to Transient Stimulation
title_fullStr Linear Population Allocation by Bistable Switches in Response to Transient Stimulation
title_full_unstemmed Linear Population Allocation by Bistable Switches in Response to Transient Stimulation
title_short Linear Population Allocation by Bistable Switches in Response to Transient Stimulation
title_sort linear population allocation by bistable switches in response to transient stimulation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4139379/
https://www.ncbi.nlm.nih.gov/pubmed/25141235
http://dx.doi.org/10.1371/journal.pone.0105408
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