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Maxwell's demon in biochemical signal transduction with feedback loop

Signal transduction in living cells is vital to maintain life itself, where information transfer in noisy environment plays a significant role. In a rather different context, the recent intensive research on ‘Maxwell's demon'—a feedback controller that utilizes information of individual mo...

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Detalles Bibliográficos
Autores principales: Ito, Sosuke, Sagawa, Takahiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Pub. Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4557369/
https://www.ncbi.nlm.nih.gov/pubmed/26099556
http://dx.doi.org/10.1038/ncomms8498
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author Ito, Sosuke
Sagawa, Takahiro
author_facet Ito, Sosuke
Sagawa, Takahiro
author_sort Ito, Sosuke
collection PubMed
description Signal transduction in living cells is vital to maintain life itself, where information transfer in noisy environment plays a significant role. In a rather different context, the recent intensive research on ‘Maxwell's demon'—a feedback controller that utilizes information of individual molecules—have led to a unified theory of information and thermodynamics. Here we combine these two streams of research, and show that the second law of thermodynamics with information reveals the fundamental limit of the robustness of signal transduction against environmental fluctuations. Especially, we find that the degree of robustness is quantitatively characterized by an informational quantity called transfer entropy. Our information-thermodynamic approach is applicable to biological communication inside cells, in which there is no explicit channel coding in contrast to artificial communication. Our result could open up a novel biophysical approach to understand information processing in living systems on the basis of the fundamental information–thermodynamics link.
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spelling pubmed-45573692015-09-11 Maxwell's demon in biochemical signal transduction with feedback loop Ito, Sosuke Sagawa, Takahiro Nat Commun Article Signal transduction in living cells is vital to maintain life itself, where information transfer in noisy environment plays a significant role. In a rather different context, the recent intensive research on ‘Maxwell's demon'—a feedback controller that utilizes information of individual molecules—have led to a unified theory of information and thermodynamics. Here we combine these two streams of research, and show that the second law of thermodynamics with information reveals the fundamental limit of the robustness of signal transduction against environmental fluctuations. Especially, we find that the degree of robustness is quantitatively characterized by an informational quantity called transfer entropy. Our information-thermodynamic approach is applicable to biological communication inside cells, in which there is no explicit channel coding in contrast to artificial communication. Our result could open up a novel biophysical approach to understand information processing in living systems on the basis of the fundamental information–thermodynamics link. Nature Pub. Group 2015-06-23 /pmc/articles/PMC4557369/ /pubmed/26099556 http://dx.doi.org/10.1038/ncomms8498 Text en Copyright © 2015, Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved. 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
Ito, Sosuke
Sagawa, Takahiro
Maxwell's demon in biochemical signal transduction with feedback loop
title Maxwell's demon in biochemical signal transduction with feedback loop
title_full Maxwell's demon in biochemical signal transduction with feedback loop
title_fullStr Maxwell's demon in biochemical signal transduction with feedback loop
title_full_unstemmed Maxwell's demon in biochemical signal transduction with feedback loop
title_short Maxwell's demon in biochemical signal transduction with feedback loop
title_sort maxwell's demon in biochemical signal transduction with feedback loop
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4557369/
https://www.ncbi.nlm.nih.gov/pubmed/26099556
http://dx.doi.org/10.1038/ncomms8498
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