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Minimal oscillating subnetwork in the Huang-Ferrell model of the MAPK cascade

Prompted by the recent growing evidence of oscillatory behavior involving MAPK cascades we present a systematic approach of analyzing models and elucidating the nature of biochemical oscillations based on reaction network theory. In particular, we formulate a minimal biochemically consistent mass ac...

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Autores principales: Hadač, Otto, Muzika, František, Nevoral, Vladislav, Přibyl, Michal, Schreiber, Igor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5479530/
https://www.ncbi.nlm.nih.gov/pubmed/28636629
http://dx.doi.org/10.1371/journal.pone.0178457
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author Hadač, Otto
Muzika, František
Nevoral, Vladislav
Přibyl, Michal
Schreiber, Igor
author_facet Hadač, Otto
Muzika, František
Nevoral, Vladislav
Přibyl, Michal
Schreiber, Igor
author_sort Hadač, Otto
collection PubMed
description Prompted by the recent growing evidence of oscillatory behavior involving MAPK cascades we present a systematic approach of analyzing models and elucidating the nature of biochemical oscillations based on reaction network theory. In particular, we formulate a minimal biochemically consistent mass action subnetwork of the Huang-Ferrell model of the MAPK signalling that provides an oscillatory response when a parameter controlling the activation of the top-tier kinase is varied. Such dynamics are either intertwined with or separated from the earlier found bistable/hysteretic behavior in this model. Using the theory of stability of stoichiometric networks, we reduce the original MAPK model, convert kinetic to convex parameters and examine those properties of the minimal subnetwork that underlie the oscillatory dynamics. We also use the methods of classification of chemical oscillatory networks to explain the rhythmic behavior in physicochemical terms, i.e., we identify of the role of individual biochemical species in positive and negative feedback loops and describe their coordinated action leading to oscillations. Our approach provides an insight into dynamics without the necessity of knowing rate coefficients and thus is useful prior the statistical evaluation of parameters.
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spelling pubmed-54795302017-07-05 Minimal oscillating subnetwork in the Huang-Ferrell model of the MAPK cascade Hadač, Otto Muzika, František Nevoral, Vladislav Přibyl, Michal Schreiber, Igor PLoS One Research Article Prompted by the recent growing evidence of oscillatory behavior involving MAPK cascades we present a systematic approach of analyzing models and elucidating the nature of biochemical oscillations based on reaction network theory. In particular, we formulate a minimal biochemically consistent mass action subnetwork of the Huang-Ferrell model of the MAPK signalling that provides an oscillatory response when a parameter controlling the activation of the top-tier kinase is varied. Such dynamics are either intertwined with or separated from the earlier found bistable/hysteretic behavior in this model. Using the theory of stability of stoichiometric networks, we reduce the original MAPK model, convert kinetic to convex parameters and examine those properties of the minimal subnetwork that underlie the oscillatory dynamics. We also use the methods of classification of chemical oscillatory networks to explain the rhythmic behavior in physicochemical terms, i.e., we identify of the role of individual biochemical species in positive and negative feedback loops and describe their coordinated action leading to oscillations. Our approach provides an insight into dynamics without the necessity of knowing rate coefficients and thus is useful prior the statistical evaluation of parameters. Public Library of Science 2017-06-21 /pmc/articles/PMC5479530/ /pubmed/28636629 http://dx.doi.org/10.1371/journal.pone.0178457 Text en © 2017 Hadač et al 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
Hadač, Otto
Muzika, František
Nevoral, Vladislav
Přibyl, Michal
Schreiber, Igor
Minimal oscillating subnetwork in the Huang-Ferrell model of the MAPK cascade
title Minimal oscillating subnetwork in the Huang-Ferrell model of the MAPK cascade
title_full Minimal oscillating subnetwork in the Huang-Ferrell model of the MAPK cascade
title_fullStr Minimal oscillating subnetwork in the Huang-Ferrell model of the MAPK cascade
title_full_unstemmed Minimal oscillating subnetwork in the Huang-Ferrell model of the MAPK cascade
title_short Minimal oscillating subnetwork in the Huang-Ferrell model of the MAPK cascade
title_sort minimal oscillating subnetwork in the huang-ferrell model of the mapk cascade
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5479530/
https://www.ncbi.nlm.nih.gov/pubmed/28636629
http://dx.doi.org/10.1371/journal.pone.0178457
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