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Information processing in the NF-κB pathway

The NF-κB pathway is known to transmit merely 1 bit of information about stimulus level. We combined experimentation with mathematical modeling to elucidate how information about TNF concentration is turned into a binary decision. Using Kolmogorov-Smirnov distance, we quantified the cell’s ability t...

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Autores principales: Tudelska, Karolina, Markiewicz, Joanna, Kochańczyk, Marek, Czerkies, Maciej, Prus, Wiktor, Korwek, Zbigniew, Abdi, Ali, Błoński, Sławomir, Kaźmierczak, Bogdan, Lipniacki, Tomasz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5698458/
https://www.ncbi.nlm.nih.gov/pubmed/29162874
http://dx.doi.org/10.1038/s41598-017-16166-y
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author Tudelska, Karolina
Markiewicz, Joanna
Kochańczyk, Marek
Czerkies, Maciej
Prus, Wiktor
Korwek, Zbigniew
Abdi, Ali
Błoński, Sławomir
Kaźmierczak, Bogdan
Lipniacki, Tomasz
author_facet Tudelska, Karolina
Markiewicz, Joanna
Kochańczyk, Marek
Czerkies, Maciej
Prus, Wiktor
Korwek, Zbigniew
Abdi, Ali
Błoński, Sławomir
Kaźmierczak, Bogdan
Lipniacki, Tomasz
author_sort Tudelska, Karolina
collection PubMed
description The NF-κB pathway is known to transmit merely 1 bit of information about stimulus level. We combined experimentation with mathematical modeling to elucidate how information about TNF concentration is turned into a binary decision. Using Kolmogorov-Smirnov distance, we quantified the cell’s ability to discern 8 TNF concentrations at each step of the NF-κB pathway, to find that input discernibility decreases as signal propagates along the pathway. Discernibility of low TNF concentrations is restricted by noise at the TNF receptor level, whereas discernibility of high TNF concentrations it is restricted by saturation/depletion of downstream signaling components. Consequently, signal discernibility is highest between 0.03 and 1 ng/ml TNF. Simultaneous exposure to TNF or LPS and a translation inhibitor, cycloheximide, leads to prolonged NF-κB activation and a marked increase of transcript levels of NF-κB inhibitors, IκBα and A20. The impact of cycloheximide becomes apparent after the first peak of nuclear NF-κB translocation, meaning that the NF-κB network not only relays 1 bit of information to coordinate the all-or-nothing expression of early genes, but also over a longer time course integrates information about other stimuli. The NF-κB system should be thus perceived as a feedback-controlled decision-making module rather than a simple information transmission channel.
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spelling pubmed-56984582017-11-30 Information processing in the NF-κB pathway Tudelska, Karolina Markiewicz, Joanna Kochańczyk, Marek Czerkies, Maciej Prus, Wiktor Korwek, Zbigniew Abdi, Ali Błoński, Sławomir Kaźmierczak, Bogdan Lipniacki, Tomasz Sci Rep Article The NF-κB pathway is known to transmit merely 1 bit of information about stimulus level. We combined experimentation with mathematical modeling to elucidate how information about TNF concentration is turned into a binary decision. Using Kolmogorov-Smirnov distance, we quantified the cell’s ability to discern 8 TNF concentrations at each step of the NF-κB pathway, to find that input discernibility decreases as signal propagates along the pathway. Discernibility of low TNF concentrations is restricted by noise at the TNF receptor level, whereas discernibility of high TNF concentrations it is restricted by saturation/depletion of downstream signaling components. Consequently, signal discernibility is highest between 0.03 and 1 ng/ml TNF. Simultaneous exposure to TNF or LPS and a translation inhibitor, cycloheximide, leads to prolonged NF-κB activation and a marked increase of transcript levels of NF-κB inhibitors, IκBα and A20. The impact of cycloheximide becomes apparent after the first peak of nuclear NF-κB translocation, meaning that the NF-κB network not only relays 1 bit of information to coordinate the all-or-nothing expression of early genes, but also over a longer time course integrates information about other stimuli. The NF-κB system should be thus perceived as a feedback-controlled decision-making module rather than a simple information transmission channel. Nature Publishing Group UK 2017-11-21 /pmc/articles/PMC5698458/ /pubmed/29162874 http://dx.doi.org/10.1038/s41598-017-16166-y Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Tudelska, Karolina
Markiewicz, Joanna
Kochańczyk, Marek
Czerkies, Maciej
Prus, Wiktor
Korwek, Zbigniew
Abdi, Ali
Błoński, Sławomir
Kaźmierczak, Bogdan
Lipniacki, Tomasz
Information processing in the NF-κB pathway
title Information processing in the NF-κB pathway
title_full Information processing in the NF-κB pathway
title_fullStr Information processing in the NF-κB pathway
title_full_unstemmed Information processing in the NF-κB pathway
title_short Information processing in the NF-κB pathway
title_sort information processing in the nf-κb pathway
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5698458/
https://www.ncbi.nlm.nih.gov/pubmed/29162874
http://dx.doi.org/10.1038/s41598-017-16166-y
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