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Noise propagation with interlinked feed-forward pathways

Functionally similar pathways are often seen in biological systems, forming feed-forward controls. The robustness in network motifs such as feed-forward loops (FFLs) has been reported previously. In this work, we studied noise propagation in a development network that has multiple interlinked FFLs....

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Autores principales: Chepyala, Surendhar Reddy, Chen, Yi-Chen, Yan, Ching-Cher Sanders, Lu, Chun-Yi David, Wu, Yi-Chun, Hsu, Chao-Ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4814832/
https://www.ncbi.nlm.nih.gov/pubmed/27029397
http://dx.doi.org/10.1038/srep23607
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author Chepyala, Surendhar Reddy
Chen, Yi-Chen
Yan, Ching-Cher Sanders
Lu, Chun-Yi David
Wu, Yi-Chun
Hsu, Chao-Ping
author_facet Chepyala, Surendhar Reddy
Chen, Yi-Chen
Yan, Ching-Cher Sanders
Lu, Chun-Yi David
Wu, Yi-Chun
Hsu, Chao-Ping
author_sort Chepyala, Surendhar Reddy
collection PubMed
description Functionally similar pathways are often seen in biological systems, forming feed-forward controls. The robustness in network motifs such as feed-forward loops (FFLs) has been reported previously. In this work, we studied noise propagation in a development network that has multiple interlinked FFLs. A FFL has the potential of asymmetric noise-filtering (i.e., it works at either the “ON” or the “OFF” state in the target gene). With multiple, interlinked FFLs, we show that the propagated noises are largely filtered regardless of the states in the input genes. The noise-filtering property of an interlinked FFL can be largely derived from that of the individual FFLs, and with interlinked FFLs, it is possible to filter noises in both “ON” and “OFF” states in the output. We demonstrated the noise filtering effect in the developmental regulatory network of Caenorhabditis elegans that controls the timing of distal tip cell (DTC) migration. The roles of positive feedback loops involving blmp-1 and the degradation regulation of DRE-1 also studied. Our analyses allow for better inference from network structures to noise-filtering properties, and provide insights into the mechanisms behind the precise DTC migration controls in space and time.
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spelling pubmed-48148322016-04-04 Noise propagation with interlinked feed-forward pathways Chepyala, Surendhar Reddy Chen, Yi-Chen Yan, Ching-Cher Sanders Lu, Chun-Yi David Wu, Yi-Chun Hsu, Chao-Ping Sci Rep Article Functionally similar pathways are often seen in biological systems, forming feed-forward controls. The robustness in network motifs such as feed-forward loops (FFLs) has been reported previously. In this work, we studied noise propagation in a development network that has multiple interlinked FFLs. A FFL has the potential of asymmetric noise-filtering (i.e., it works at either the “ON” or the “OFF” state in the target gene). With multiple, interlinked FFLs, we show that the propagated noises are largely filtered regardless of the states in the input genes. The noise-filtering property of an interlinked FFL can be largely derived from that of the individual FFLs, and with interlinked FFLs, it is possible to filter noises in both “ON” and “OFF” states in the output. We demonstrated the noise filtering effect in the developmental regulatory network of Caenorhabditis elegans that controls the timing of distal tip cell (DTC) migration. The roles of positive feedback loops involving blmp-1 and the degradation regulation of DRE-1 also studied. Our analyses allow for better inference from network structures to noise-filtering properties, and provide insights into the mechanisms behind the precise DTC migration controls in space and time. Nature Publishing Group 2016-03-31 /pmc/articles/PMC4814832/ /pubmed/27029397 http://dx.doi.org/10.1038/srep23607 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
Chepyala, Surendhar Reddy
Chen, Yi-Chen
Yan, Ching-Cher Sanders
Lu, Chun-Yi David
Wu, Yi-Chun
Hsu, Chao-Ping
Noise propagation with interlinked feed-forward pathways
title Noise propagation with interlinked feed-forward pathways
title_full Noise propagation with interlinked feed-forward pathways
title_fullStr Noise propagation with interlinked feed-forward pathways
title_full_unstemmed Noise propagation with interlinked feed-forward pathways
title_short Noise propagation with interlinked feed-forward pathways
title_sort noise propagation with interlinked feed-forward pathways
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4814832/
https://www.ncbi.nlm.nih.gov/pubmed/27029397
http://dx.doi.org/10.1038/srep23607
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