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Noise Induces Hopping between NF-κB Entrainment Modes

Oscillations and noise drive many processes in biology, but how both affect the activity of the transcription factor nuclear factor κB (NF-κB) is not understood. Here, we observe that when NF-κB oscillations are entrained by periodic tumor necrosis factor (TNF) inputs in experiments, NF-κB exhibits...

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Autores principales: Heltberg, Mathias, Kellogg, Ryan A., Krishna, Sandeep, Tay, Savaş, Jensen, Mogens H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5783698/
https://www.ncbi.nlm.nih.gov/pubmed/28009264
http://dx.doi.org/10.1016/j.cels.2016.11.014
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author Heltberg, Mathias
Kellogg, Ryan A.
Krishna, Sandeep
Tay, Savaş
Jensen, Mogens H.
author_facet Heltberg, Mathias
Kellogg, Ryan A.
Krishna, Sandeep
Tay, Savaş
Jensen, Mogens H.
author_sort Heltberg, Mathias
collection PubMed
description Oscillations and noise drive many processes in biology, but how both affect the activity of the transcription factor nuclear factor κB (NF-κB) is not understood. Here, we observe that when NF-κB oscillations are entrained by periodic tumor necrosis factor (TNF) inputs in experiments, NF-κB exhibits jumps between frequency modes, a phenomenon we call “cellular mode-hopping.” By comparing stochastic simulations of NF-κB oscillations to deterministic simulations conducted inside and outside the chaotic regime of parameter space, we show that noise facilitates mode-hopping in all regimes. However, when the deterministic system is driven by chaotic dynamics, hops between modes are erratic and short-lived, whereas in experiments, the system spends several periods in one entrainment mode before hopping and rarely visits more than two modes. The experimental behavior matches our simulations of noise-induced mode-hopping outside the chaotic regime. We suggest that mode-hopping is a mechanism by which different NF-κB-dependent genes under frequency control can be expressed at different times.
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spelling pubmed-57836982018-01-24 Noise Induces Hopping between NF-κB Entrainment Modes Heltberg, Mathias Kellogg, Ryan A. Krishna, Sandeep Tay, Savaş Jensen, Mogens H. Cell Syst Article Oscillations and noise drive many processes in biology, but how both affect the activity of the transcription factor nuclear factor κB (NF-κB) is not understood. Here, we observe that when NF-κB oscillations are entrained by periodic tumor necrosis factor (TNF) inputs in experiments, NF-κB exhibits jumps between frequency modes, a phenomenon we call “cellular mode-hopping.” By comparing stochastic simulations of NF-κB oscillations to deterministic simulations conducted inside and outside the chaotic regime of parameter space, we show that noise facilitates mode-hopping in all regimes. However, when the deterministic system is driven by chaotic dynamics, hops between modes are erratic and short-lived, whereas in experiments, the system spends several periods in one entrainment mode before hopping and rarely visits more than two modes. The experimental behavior matches our simulations of noise-induced mode-hopping outside the chaotic regime. We suggest that mode-hopping is a mechanism by which different NF-κB-dependent genes under frequency control can be expressed at different times. 2016-12-21 /pmc/articles/PMC5783698/ /pubmed/28009264 http://dx.doi.org/10.1016/j.cels.2016.11.014 Text en This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/ (http://http://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Heltberg, Mathias
Kellogg, Ryan A.
Krishna, Sandeep
Tay, Savaş
Jensen, Mogens H.
Noise Induces Hopping between NF-κB Entrainment Modes
title Noise Induces Hopping between NF-κB Entrainment Modes
title_full Noise Induces Hopping between NF-κB Entrainment Modes
title_fullStr Noise Induces Hopping between NF-κB Entrainment Modes
title_full_unstemmed Noise Induces Hopping between NF-κB Entrainment Modes
title_short Noise Induces Hopping between NF-κB Entrainment Modes
title_sort noise induces hopping between nf-κb entrainment modes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5783698/
https://www.ncbi.nlm.nih.gov/pubmed/28009264
http://dx.doi.org/10.1016/j.cels.2016.11.014
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