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Genetic Redundancies Enhance Information Transfer in Noisy Regulatory Circuits
Cellular decision making is based on regulatory circuits that associate signal thresholds to specific physiological actions. This transmission of information is subjected to molecular noise what can decrease its fidelity. Here, we show instead how such intrinsic noise enhances information transfer i...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5065233/ https://www.ncbi.nlm.nih.gov/pubmed/27741249 http://dx.doi.org/10.1371/journal.pcbi.1005156 |
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author | Rodrigo, Guillermo Poyatos, Juan F. |
author_facet | Rodrigo, Guillermo Poyatos, Juan F. |
author_sort | Rodrigo, Guillermo |
collection | PubMed |
description | Cellular decision making is based on regulatory circuits that associate signal thresholds to specific physiological actions. This transmission of information is subjected to molecular noise what can decrease its fidelity. Here, we show instead how such intrinsic noise enhances information transfer in the presence of multiple circuit copies. The result is due to the contribution of noise to the generation of autonomous responses by each copy, which are altogether associated with a common decision. Moreover, factors that correlate the responses of the redundant units (extrinsic noise or regulatory cross-talk) contribute to reduce fidelity, while those that further uncouple them (heterogeneity within the copies) can lead to stronger information gain. Overall, our study emphasizes how the interplay of signal thresholding, redundancy, and noise influences the accuracy of cellular decision making. Understanding this interplay provides a basis to explain collective cell signaling mechanisms, and to engineer robust decisions with noisy genetic circuits. |
format | Online Article Text |
id | pubmed-5065233 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-50652332016-10-27 Genetic Redundancies Enhance Information Transfer in Noisy Regulatory Circuits Rodrigo, Guillermo Poyatos, Juan F. PLoS Comput Biol Research Article Cellular decision making is based on regulatory circuits that associate signal thresholds to specific physiological actions. This transmission of information is subjected to molecular noise what can decrease its fidelity. Here, we show instead how such intrinsic noise enhances information transfer in the presence of multiple circuit copies. The result is due to the contribution of noise to the generation of autonomous responses by each copy, which are altogether associated with a common decision. Moreover, factors that correlate the responses of the redundant units (extrinsic noise or regulatory cross-talk) contribute to reduce fidelity, while those that further uncouple them (heterogeneity within the copies) can lead to stronger information gain. Overall, our study emphasizes how the interplay of signal thresholding, redundancy, and noise influences the accuracy of cellular decision making. Understanding this interplay provides a basis to explain collective cell signaling mechanisms, and to engineer robust decisions with noisy genetic circuits. Public Library of Science 2016-10-14 /pmc/articles/PMC5065233/ /pubmed/27741249 http://dx.doi.org/10.1371/journal.pcbi.1005156 Text en © 2016 Rodrigo, Poyatos http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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 Rodrigo, Guillermo Poyatos, Juan F. Genetic Redundancies Enhance Information Transfer in Noisy Regulatory Circuits |
title | Genetic Redundancies Enhance Information Transfer in Noisy Regulatory Circuits |
title_full | Genetic Redundancies Enhance Information Transfer in Noisy Regulatory Circuits |
title_fullStr | Genetic Redundancies Enhance Information Transfer in Noisy Regulatory Circuits |
title_full_unstemmed | Genetic Redundancies Enhance Information Transfer in Noisy Regulatory Circuits |
title_short | Genetic Redundancies Enhance Information Transfer in Noisy Regulatory Circuits |
title_sort | genetic redundancies enhance information transfer in noisy regulatory circuits |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5065233/ https://www.ncbi.nlm.nih.gov/pubmed/27741249 http://dx.doi.org/10.1371/journal.pcbi.1005156 |
work_keys_str_mv | AT rodrigoguillermo geneticredundanciesenhanceinformationtransferinnoisyregulatorycircuits AT poyatosjuanf geneticredundanciesenhanceinformationtransferinnoisyregulatorycircuits |