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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...

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Detalles Bibliográficos
Autores principales: Ali, Md Zulfikar, Brewster, Robert C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
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.
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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
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