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Understanding non-linear effects from Hill-type dynamics with application to decoding of p53 signaling

Analytical equations are derived depicting four possible scenarios resulting from pulsed signaling of a system subject to Hill-type dynamics. Pulsed Hill-type dynamics involves the binding of multiple signal molecules to a receptor and occurs e.g., when transcription factor p53 orchestrates cancer p...

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Detalles Bibliográficos
Autores principales: Shi, Xiaomin, Reimers, Jeffrey R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5795017/
https://www.ncbi.nlm.nih.gov/pubmed/29391550
http://dx.doi.org/10.1038/s41598-018-20466-2
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author Shi, Xiaomin
Reimers, Jeffrey R.
author_facet Shi, Xiaomin
Reimers, Jeffrey R.
author_sort Shi, Xiaomin
collection PubMed
description Analytical equations are derived depicting four possible scenarios resulting from pulsed signaling of a system subject to Hill-type dynamics. Pulsed Hill-type dynamics involves the binding of multiple signal molecules to a receptor and occurs e.g., when transcription factor p53 orchestrates cancer prevention, during calcium signaling, and during circadian rhythms. The scenarios involve: (i) enhancement of high-affinity binders compared to low-affinity ones, (ii) slowing reactions involving high-affinity binders, (iii) transfer of the clocking of low-affinity binders from the signal molecule to the products, and (iv) a unique clocking process that produces incremental increases in the activity of high-affinity binders with each signal pulse. In principle, these mostly non-linear effects could control cellular outcomes. An applications to p53 signaling is developed, with binding to most gene promoters identified as category (iii) responses. However, currently unexplained enhancement of high-affinity promoters such as CDKN1a (p21) by pulsed signaling could be an example of (i). In general, provision for all possible scenarios is required in the design of mathematical models incorporating pulsed Hill-type signaling as some aspect.
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spelling pubmed-57950172018-02-12 Understanding non-linear effects from Hill-type dynamics with application to decoding of p53 signaling Shi, Xiaomin Reimers, Jeffrey R. Sci Rep Article Analytical equations are derived depicting four possible scenarios resulting from pulsed signaling of a system subject to Hill-type dynamics. Pulsed Hill-type dynamics involves the binding of multiple signal molecules to a receptor and occurs e.g., when transcription factor p53 orchestrates cancer prevention, during calcium signaling, and during circadian rhythms. The scenarios involve: (i) enhancement of high-affinity binders compared to low-affinity ones, (ii) slowing reactions involving high-affinity binders, (iii) transfer of the clocking of low-affinity binders from the signal molecule to the products, and (iv) a unique clocking process that produces incremental increases in the activity of high-affinity binders with each signal pulse. In principle, these mostly non-linear effects could control cellular outcomes. An applications to p53 signaling is developed, with binding to most gene promoters identified as category (iii) responses. However, currently unexplained enhancement of high-affinity promoters such as CDKN1a (p21) by pulsed signaling could be an example of (i). In general, provision for all possible scenarios is required in the design of mathematical models incorporating pulsed Hill-type signaling as some aspect. Nature Publishing Group UK 2018-02-01 /pmc/articles/PMC5795017/ /pubmed/29391550 http://dx.doi.org/10.1038/s41598-018-20466-2 Text en © The Author(s) 2018 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
Shi, Xiaomin
Reimers, Jeffrey R.
Understanding non-linear effects from Hill-type dynamics with application to decoding of p53 signaling
title Understanding non-linear effects from Hill-type dynamics with application to decoding of p53 signaling
title_full Understanding non-linear effects from Hill-type dynamics with application to decoding of p53 signaling
title_fullStr Understanding non-linear effects from Hill-type dynamics with application to decoding of p53 signaling
title_full_unstemmed Understanding non-linear effects from Hill-type dynamics with application to decoding of p53 signaling
title_short Understanding non-linear effects from Hill-type dynamics with application to decoding of p53 signaling
title_sort understanding non-linear effects from hill-type dynamics with application to decoding of p53 signaling
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5795017/
https://www.ncbi.nlm.nih.gov/pubmed/29391550
http://dx.doi.org/10.1038/s41598-018-20466-2
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