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Gene switching rate determines response to extrinsic perturbations in the self-activation transcriptional network motif

Gene switching dynamics is a major source of randomness in genetic networks, also in the case of large concentrations of the transcription factors. In this work, we consider a common network motif - the positive feedback of a transcription factor on its own synthesis - and assess its response to ext...

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Autores principales: de Franciscis, Sebastiano, Caravagna, Giulio, Mauri, Giancarlo, d’Onofrio, Alberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4891709/
https://www.ncbi.nlm.nih.gov/pubmed/27256916
http://dx.doi.org/10.1038/srep26980
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author de Franciscis, Sebastiano
Caravagna, Giulio
Mauri, Giancarlo
d’Onofrio, Alberto
author_facet de Franciscis, Sebastiano
Caravagna, Giulio
Mauri, Giancarlo
d’Onofrio, Alberto
author_sort de Franciscis, Sebastiano
collection PubMed
description Gene switching dynamics is a major source of randomness in genetic networks, also in the case of large concentrations of the transcription factors. In this work, we consider a common network motif - the positive feedback of a transcription factor on its own synthesis - and assess its response to extrinsic noises perturbing gene deactivation in a variety of settings where the network might operate. These settings are representative of distinct cellular types, abundance of transcription factors and ratio between gene switching and protein synthesis rates. By investigating noise-induced transitions among the different network operative states, our results suggest that gene switching rates are key parameters to shape network response to external perturbations, and that such response depends on the particular biological setting, i.e. the characteristic time scales and protein abundance. These results might have implications on our understanding of irreversible transitions for noise-related phenomena such as cellular differentiation. In addition these evidences suggest to adopt the appropriate mathematical model of the network in order to analyze the system consistently to the reference biological setting.
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spelling pubmed-48917092016-06-10 Gene switching rate determines response to extrinsic perturbations in the self-activation transcriptional network motif de Franciscis, Sebastiano Caravagna, Giulio Mauri, Giancarlo d’Onofrio, Alberto Sci Rep Article Gene switching dynamics is a major source of randomness in genetic networks, also in the case of large concentrations of the transcription factors. In this work, we consider a common network motif - the positive feedback of a transcription factor on its own synthesis - and assess its response to extrinsic noises perturbing gene deactivation in a variety of settings where the network might operate. These settings are representative of distinct cellular types, abundance of transcription factors and ratio between gene switching and protein synthesis rates. By investigating noise-induced transitions among the different network operative states, our results suggest that gene switching rates are key parameters to shape network response to external perturbations, and that such response depends on the particular biological setting, i.e. the characteristic time scales and protein abundance. These results might have implications on our understanding of irreversible transitions for noise-related phenomena such as cellular differentiation. In addition these evidences suggest to adopt the appropriate mathematical model of the network in order to analyze the system consistently to the reference biological setting. Nature Publishing Group 2016-06-03 /pmc/articles/PMC4891709/ /pubmed/27256916 http://dx.doi.org/10.1038/srep26980 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
de Franciscis, Sebastiano
Caravagna, Giulio
Mauri, Giancarlo
d’Onofrio, Alberto
Gene switching rate determines response to extrinsic perturbations in the self-activation transcriptional network motif
title Gene switching rate determines response to extrinsic perturbations in the self-activation transcriptional network motif
title_full Gene switching rate determines response to extrinsic perturbations in the self-activation transcriptional network motif
title_fullStr Gene switching rate determines response to extrinsic perturbations in the self-activation transcriptional network motif
title_full_unstemmed Gene switching rate determines response to extrinsic perturbations in the self-activation transcriptional network motif
title_short Gene switching rate determines response to extrinsic perturbations in the self-activation transcriptional network motif
title_sort gene switching rate determines response to extrinsic perturbations in the self-activation transcriptional network motif
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4891709/
https://www.ncbi.nlm.nih.gov/pubmed/27256916
http://dx.doi.org/10.1038/srep26980
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