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Controlling gene expression timing through gene regulatory architecture
Gene networks typically involve the regulatory control of multiple genes with related function. This connectivity enables correlated control of the levels and timing of gene expression. Here we study how gene expression timing in the single-input module motif can be encoded in the regulatory DNA of...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8797265/ https://www.ncbi.nlm.nih.gov/pubmed/35041641 http://dx.doi.org/10.1371/journal.pcbi.1009745 |
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author | Ali, Md Zulfikar Brewster, Robert C. |
author_facet | Ali, Md Zulfikar Brewster, Robert C. |
author_sort | Ali, Md Zulfikar |
collection | PubMed |
description | Gene networks typically involve the regulatory control of multiple genes with related function. This connectivity enables correlated control of the levels and timing of gene expression. Here we study how gene expression timing in the single-input module motif can be encoded in the regulatory DNA of a gene. Using stochastic simulations, we examine the role of binding affinity, TF regulatory function and network size in controlling the mean first-passage time to reach a fixed fraction of steady-state expression for both an auto-regulated TF gene and a target gene. We also examine how the variability in first-passage time depends on these factors. We find that both network size and binding affinity can dramatically speed up or slow down the response time of network genes, in some cases predicting more than a 100-fold change compared to that for a constitutive gene. Furthermore, these factors can also significantly impact the fidelity of this response. Importantly, these effects do not occur at “extremes” of network size or binding affinity, but rather in an intermediate window of either quantity. |
format | Online Article Text |
id | pubmed-8797265 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-87972652022-01-29 Controlling gene expression timing through gene regulatory architecture Ali, Md Zulfikar Brewster, Robert C. PLoS Comput Biol Research Article Gene networks typically involve the regulatory control of multiple genes with related function. This connectivity enables correlated control of the levels and timing of gene expression. Here we study how gene expression timing in the single-input module motif can be encoded in the regulatory DNA of a gene. Using stochastic simulations, we examine the role of binding affinity, TF regulatory function and network size in controlling the mean first-passage time to reach a fixed fraction of steady-state expression for both an auto-regulated TF gene and a target gene. We also examine how the variability in first-passage time depends on these factors. We find that both network size and binding affinity can dramatically speed up or slow down the response time of network genes, in some cases predicting more than a 100-fold change compared to that for a constitutive gene. Furthermore, these factors can also significantly impact the fidelity of this response. Importantly, these effects do not occur at “extremes” of network size or binding affinity, but rather in an intermediate window of either quantity. Public Library of Science 2022-01-18 /pmc/articles/PMC8797265/ /pubmed/35041641 http://dx.doi.org/10.1371/journal.pcbi.1009745 Text en © 2022 Ali, Brewster https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Ali, Md Zulfikar Brewster, Robert C. Controlling gene expression timing through gene regulatory architecture |
title | Controlling gene expression timing through gene regulatory architecture |
title_full | Controlling gene expression timing through gene regulatory architecture |
title_fullStr | Controlling gene expression timing through gene regulatory architecture |
title_full_unstemmed | Controlling gene expression timing through gene regulatory architecture |
title_short | Controlling gene expression timing through gene regulatory architecture |
title_sort | controlling gene expression timing through gene regulatory architecture |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8797265/ https://www.ncbi.nlm.nih.gov/pubmed/35041641 http://dx.doi.org/10.1371/journal.pcbi.1009745 |
work_keys_str_mv | AT alimdzulfikar controllinggeneexpressiontimingthroughgeneregulatoryarchitecture AT brewsterrobertc controllinggeneexpressiontimingthroughgeneregulatoryarchitecture |