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Enzyme Sequestration as a Tuning Point in Controlling Response Dynamics of Signalling Networks
Signalling networks result from combinatorial interactions among many enzymes and scaffolding proteins. These complex systems generate response dynamics that are often essential for correct decision-making in cells. Uncovering biochemical design principles that underpin such response dynamics is a p...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4862689/ https://www.ncbi.nlm.nih.gov/pubmed/27163612 http://dx.doi.org/10.1371/journal.pcbi.1004918 |
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author | Feng, Song Ollivier, Julien F. Soyer, Orkun S. |
author_facet | Feng, Song Ollivier, Julien F. Soyer, Orkun S. |
author_sort | Feng, Song |
collection | PubMed |
description | Signalling networks result from combinatorial interactions among many enzymes and scaffolding proteins. These complex systems generate response dynamics that are often essential for correct decision-making in cells. Uncovering biochemical design principles that underpin such response dynamics is a prerequisite to understand evolved signalling networks and to design synthetic ones. Here, we use in silico evolution to explore the possible biochemical design space for signalling networks displaying ultrasensitive and adaptive response dynamics. By running evolutionary simulations mimicking different biochemical scenarios, we find that enzyme sequestration emerges as a key mechanism for enabling such dynamics. Inspired by these findings, and to test the role of sequestration, we design a generic, minimalist model of a signalling cycle, featuring two enzymes and a single scaffolding protein. We show that this simple system is capable of displaying both ultrasensitive and adaptive response dynamics. Furthermore, we find that tuning the concentration or kinetics of the sequestering protein can shift system dynamics between these two response types. These empirical results suggest that enzyme sequestration through scaffolding proteins is exploited by evolution to generate diverse response dynamics in signalling networks and could provide an engineering point in synthetic biology applications. |
format | Online Article Text |
id | pubmed-4862689 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-48626892016-05-18 Enzyme Sequestration as a Tuning Point in Controlling Response Dynamics of Signalling Networks Feng, Song Ollivier, Julien F. Soyer, Orkun S. PLoS Comput Biol Research Article Signalling networks result from combinatorial interactions among many enzymes and scaffolding proteins. These complex systems generate response dynamics that are often essential for correct decision-making in cells. Uncovering biochemical design principles that underpin such response dynamics is a prerequisite to understand evolved signalling networks and to design synthetic ones. Here, we use in silico evolution to explore the possible biochemical design space for signalling networks displaying ultrasensitive and adaptive response dynamics. By running evolutionary simulations mimicking different biochemical scenarios, we find that enzyme sequestration emerges as a key mechanism for enabling such dynamics. Inspired by these findings, and to test the role of sequestration, we design a generic, minimalist model of a signalling cycle, featuring two enzymes and a single scaffolding protein. We show that this simple system is capable of displaying both ultrasensitive and adaptive response dynamics. Furthermore, we find that tuning the concentration or kinetics of the sequestering protein can shift system dynamics between these two response types. These empirical results suggest that enzyme sequestration through scaffolding proteins is exploited by evolution to generate diverse response dynamics in signalling networks and could provide an engineering point in synthetic biology applications. Public Library of Science 2016-05-10 /pmc/articles/PMC4862689/ /pubmed/27163612 http://dx.doi.org/10.1371/journal.pcbi.1004918 Text en © 2016 Feng 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Feng, Song Ollivier, Julien F. Soyer, Orkun S. Enzyme Sequestration as a Tuning Point in Controlling Response Dynamics of Signalling Networks |
title | Enzyme Sequestration as a Tuning Point in Controlling Response Dynamics of Signalling Networks |
title_full | Enzyme Sequestration as a Tuning Point in Controlling Response Dynamics of Signalling Networks |
title_fullStr | Enzyme Sequestration as a Tuning Point in Controlling Response Dynamics of Signalling Networks |
title_full_unstemmed | Enzyme Sequestration as a Tuning Point in Controlling Response Dynamics of Signalling Networks |
title_short | Enzyme Sequestration as a Tuning Point in Controlling Response Dynamics of Signalling Networks |
title_sort | enzyme sequestration as a tuning point in controlling response dynamics of signalling networks |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4862689/ https://www.ncbi.nlm.nih.gov/pubmed/27163612 http://dx.doi.org/10.1371/journal.pcbi.1004918 |
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