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Noise Decomposition Principle in a Coherent Feed-Forward Transcriptional Regulatory Loop

Coherent feed-forward loops exist extensively in realistic biological regulatory systems, and are common signaling motifs. Here, we study the characteristics and the propagation mechanism of the output noise in a coherent feed-forward transcriptional regulatory loop that can be divided into a main r...

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Autores principales: Gui, Rong, Liu, Quan, Yao, Yuangen, Deng, Haiyou, Ma, Chengzhang, Jia, Ya, Yi, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5127843/
https://www.ncbi.nlm.nih.gov/pubmed/27965596
http://dx.doi.org/10.3389/fphys.2016.00600
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author Gui, Rong
Liu, Quan
Yao, Yuangen
Deng, Haiyou
Ma, Chengzhang
Jia, Ya
Yi, Ming
author_facet Gui, Rong
Liu, Quan
Yao, Yuangen
Deng, Haiyou
Ma, Chengzhang
Jia, Ya
Yi, Ming
author_sort Gui, Rong
collection PubMed
description Coherent feed-forward loops exist extensively in realistic biological regulatory systems, and are common signaling motifs. Here, we study the characteristics and the propagation mechanism of the output noise in a coherent feed-forward transcriptional regulatory loop that can be divided into a main road and branch. Using the linear noise approximation, we derive analytical formulae for the total noise of the full loop, the noise of the branch, and the noise of the main road, which are verified by the Gillespie algorithm. Importantly, we find that (i) compared with the branch motif or the main road motif, the full motif can effectively attenuate the output noise level; (ii) there is a transition point of system state such that the noise of the main road is dominated when the underlying system is below this point, whereas the noise of the branch is dominated when the system is beyond the point. The entire analysis reveals the mechanism of how the noise is generated and propagated in a simple yet representative signaling module.
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spelling pubmed-51278432016-12-13 Noise Decomposition Principle in a Coherent Feed-Forward Transcriptional Regulatory Loop Gui, Rong Liu, Quan Yao, Yuangen Deng, Haiyou Ma, Chengzhang Jia, Ya Yi, Ming Front Physiol Physiology Coherent feed-forward loops exist extensively in realistic biological regulatory systems, and are common signaling motifs. Here, we study the characteristics and the propagation mechanism of the output noise in a coherent feed-forward transcriptional regulatory loop that can be divided into a main road and branch. Using the linear noise approximation, we derive analytical formulae for the total noise of the full loop, the noise of the branch, and the noise of the main road, which are verified by the Gillespie algorithm. Importantly, we find that (i) compared with the branch motif or the main road motif, the full motif can effectively attenuate the output noise level; (ii) there is a transition point of system state such that the noise of the main road is dominated when the underlying system is below this point, whereas the noise of the branch is dominated when the system is beyond the point. The entire analysis reveals the mechanism of how the noise is generated and propagated in a simple yet representative signaling module. Frontiers Media S.A. 2016-11-30 /pmc/articles/PMC5127843/ /pubmed/27965596 http://dx.doi.org/10.3389/fphys.2016.00600 Text en Copyright © 2016 Gui, Liu, Yao, Deng, Ma, Jia and Yi. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Gui, Rong
Liu, Quan
Yao, Yuangen
Deng, Haiyou
Ma, Chengzhang
Jia, Ya
Yi, Ming
Noise Decomposition Principle in a Coherent Feed-Forward Transcriptional Regulatory Loop
title Noise Decomposition Principle in a Coherent Feed-Forward Transcriptional Regulatory Loop
title_full Noise Decomposition Principle in a Coherent Feed-Forward Transcriptional Regulatory Loop
title_fullStr Noise Decomposition Principle in a Coherent Feed-Forward Transcriptional Regulatory Loop
title_full_unstemmed Noise Decomposition Principle in a Coherent Feed-Forward Transcriptional Regulatory Loop
title_short Noise Decomposition Principle in a Coherent Feed-Forward Transcriptional Regulatory Loop
title_sort noise decomposition principle in a coherent feed-forward transcriptional regulatory loop
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5127843/
https://www.ncbi.nlm.nih.gov/pubmed/27965596
http://dx.doi.org/10.3389/fphys.2016.00600
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