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Systematic analysis of noise reduction properties of coupled and isolated feed-forward loops
Cells can maintain their homeostasis in a noisy environment since their signaling pathways can filter out noise somehow. Several network motifs have been proposed for biological noise filtering and, among these, feed-forward loops have received special attention. Specific feed-forward loops show noi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8641863/ https://www.ncbi.nlm.nih.gov/pubmed/34860832 http://dx.doi.org/10.1371/journal.pcbi.1009622 |
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author | Chakravarty, Suchana Csikász-Nagy, Attila |
author_facet | Chakravarty, Suchana Csikász-Nagy, Attila |
author_sort | Chakravarty, Suchana |
collection | PubMed |
description | Cells can maintain their homeostasis in a noisy environment since their signaling pathways can filter out noise somehow. Several network motifs have been proposed for biological noise filtering and, among these, feed-forward loops have received special attention. Specific feed-forward loops show noise reducing capabilities, but we notice that this feature comes together with a reduced signal transducing performance. In posttranslational signaling pathways feed-forward loops do not function in isolation, rather they are coupled with other motifs to serve a more complex function. Feed-forward loops are often coupled to other feed-forward loops, which could affect their noise-reducing capabilities. Here we systematically study all feed-forward loop motifs and all their pairwise coupled systems with activation-inactivation kinetics to identify which networks are capable of good noise reduction, while keeping their signal transducing performance. Our analysis shows that coupled feed-forward loops can provide better noise reduction and, at the same time, can increase the signal transduction of the system. The coupling of two coherent 1 or one coherent 1 and one incoherent 4 feed-forward loops can give the best performance in both of these measures. |
format | Online Article Text |
id | pubmed-8641863 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-86418632021-12-04 Systematic analysis of noise reduction properties of coupled and isolated feed-forward loops Chakravarty, Suchana Csikász-Nagy, Attila PLoS Comput Biol Research Article Cells can maintain their homeostasis in a noisy environment since their signaling pathways can filter out noise somehow. Several network motifs have been proposed for biological noise filtering and, among these, feed-forward loops have received special attention. Specific feed-forward loops show noise reducing capabilities, but we notice that this feature comes together with a reduced signal transducing performance. In posttranslational signaling pathways feed-forward loops do not function in isolation, rather they are coupled with other motifs to serve a more complex function. Feed-forward loops are often coupled to other feed-forward loops, which could affect their noise-reducing capabilities. Here we systematically study all feed-forward loop motifs and all their pairwise coupled systems with activation-inactivation kinetics to identify which networks are capable of good noise reduction, while keeping their signal transducing performance. Our analysis shows that coupled feed-forward loops can provide better noise reduction and, at the same time, can increase the signal transduction of the system. The coupling of two coherent 1 or one coherent 1 and one incoherent 4 feed-forward loops can give the best performance in both of these measures. Public Library of Science 2021-12-03 /pmc/articles/PMC8641863/ /pubmed/34860832 http://dx.doi.org/10.1371/journal.pcbi.1009622 Text en © 2021 Chakravarty, Csikász-Nagy 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 Chakravarty, Suchana Csikász-Nagy, Attila Systematic analysis of noise reduction properties of coupled and isolated feed-forward loops |
title | Systematic analysis of noise reduction properties of coupled and isolated feed-forward loops |
title_full | Systematic analysis of noise reduction properties of coupled and isolated feed-forward loops |
title_fullStr | Systematic analysis of noise reduction properties of coupled and isolated feed-forward loops |
title_full_unstemmed | Systematic analysis of noise reduction properties of coupled and isolated feed-forward loops |
title_short | Systematic analysis of noise reduction properties of coupled and isolated feed-forward loops |
title_sort | systematic analysis of noise reduction properties of coupled and isolated feed-forward loops |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8641863/ https://www.ncbi.nlm.nih.gov/pubmed/34860832 http://dx.doi.org/10.1371/journal.pcbi.1009622 |
work_keys_str_mv | AT chakravartysuchana systematicanalysisofnoisereductionpropertiesofcoupledandisolatedfeedforwardloops AT csikasznagyattila systematicanalysisofnoisereductionpropertiesofcoupledandisolatedfeedforwardloops |