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Circadian Phase Resetting via Single and Multiple Control Targets

Circadian entrainment is necessary for rhythmic physiological functions to be appropriately timed over the 24-hour day. Disruption of circadian rhythms has been associated with sleep and neuro-behavioral impairments as well as cancer. To date, light is widely accepted to be the most powerful circadi...

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Detalles Bibliográficos
Autores principales: Bagheri, Neda, Stelling, Jörg, Doyle, Francis J.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2536509/
https://www.ncbi.nlm.nih.gov/pubmed/18795146
http://dx.doi.org/10.1371/journal.pcbi.1000104
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author Bagheri, Neda
Stelling, Jörg
Doyle, Francis J.
author_facet Bagheri, Neda
Stelling, Jörg
Doyle, Francis J.
author_sort Bagheri, Neda
collection PubMed
description Circadian entrainment is necessary for rhythmic physiological functions to be appropriately timed over the 24-hour day. Disruption of circadian rhythms has been associated with sleep and neuro-behavioral impairments as well as cancer. To date, light is widely accepted to be the most powerful circadian synchronizer, motivating its use as a key control input for phase resetting. Through sensitivity analysis, we identify additional control targets whose individual and simultaneous manipulation (via a model predictive control algorithm) out-perform the open-loop light-based phase recovery dynamics by nearly 3-fold. We further demonstrate the robustness of phase resetting by synchronizing short- and long-period mutant phenotypes to the 24-hour environment; the control algorithm is robust in the presence of model mismatch. These studies prove the efficacy and immediate application of model predictive control in experimental studies and medicine. In particular, maintaining proper circadian regulation may significantly decrease the chance of acquiring chronic illness.
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spelling pubmed-25365092008-09-16 Circadian Phase Resetting via Single and Multiple Control Targets Bagheri, Neda Stelling, Jörg Doyle, Francis J. PLoS Comput Biol Research Article Circadian entrainment is necessary for rhythmic physiological functions to be appropriately timed over the 24-hour day. Disruption of circadian rhythms has been associated with sleep and neuro-behavioral impairments as well as cancer. To date, light is widely accepted to be the most powerful circadian synchronizer, motivating its use as a key control input for phase resetting. Through sensitivity analysis, we identify additional control targets whose individual and simultaneous manipulation (via a model predictive control algorithm) out-perform the open-loop light-based phase recovery dynamics by nearly 3-fold. We further demonstrate the robustness of phase resetting by synchronizing short- and long-period mutant phenotypes to the 24-hour environment; the control algorithm is robust in the presence of model mismatch. These studies prove the efficacy and immediate application of model predictive control in experimental studies and medicine. In particular, maintaining proper circadian regulation may significantly decrease the chance of acquiring chronic illness. Public Library of Science 2008-07-04 /pmc/articles/PMC2536509/ /pubmed/18795146 http://dx.doi.org/10.1371/journal.pcbi.1000104 Text en Bagheri 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Bagheri, Neda
Stelling, Jörg
Doyle, Francis J.
Circadian Phase Resetting via Single and Multiple Control Targets
title Circadian Phase Resetting via Single and Multiple Control Targets
title_full Circadian Phase Resetting via Single and Multiple Control Targets
title_fullStr Circadian Phase Resetting via Single and Multiple Control Targets
title_full_unstemmed Circadian Phase Resetting via Single and Multiple Control Targets
title_short Circadian Phase Resetting via Single and Multiple Control Targets
title_sort circadian phase resetting via single and multiple control targets
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2536509/
https://www.ncbi.nlm.nih.gov/pubmed/18795146
http://dx.doi.org/10.1371/journal.pcbi.1000104
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