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Stochastic switching of delayed feedback suppresses oscillations in genetic regulatory systems
Delays and stochasticity have both served as crucially valuable ingredients in mathematical descriptions of control, physical and biological systems. In this work, we investigate how explicitly dynamical stochasticity in delays modulates the effect of delayed feedback. To do so, we consider a hybrid...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300509/ https://www.ncbi.nlm.nih.gov/pubmed/37376870 http://dx.doi.org/10.1098/rsif.2023.0059 |
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author | Karamched, Bhargav R. Miles, Christopher E. |
author_facet | Karamched, Bhargav R. Miles, Christopher E. |
author_sort | Karamched, Bhargav R. |
collection | PubMed |
description | Delays and stochasticity have both served as crucially valuable ingredients in mathematical descriptions of control, physical and biological systems. In this work, we investigate how explicitly dynamical stochasticity in delays modulates the effect of delayed feedback. To do so, we consider a hybrid model where stochastic delays evolve by a continuous-time Markov chain, and between switching events, the system of interest evolves via a deterministic delay equation. Our main contribution is the calculation of an effective delay equation in the fast switching limit. This effective equation maintains the influence of all subsystem delays and cannot be replaced with a single effective delay. To illustrate the relevance of this calculation, we investigate a simple model of stochastically switching delayed feedback motivated by gene regulation. We show that sufficiently fast switching between two oscillatory subsystems can yield stable dynamics. |
format | Online Article Text |
id | pubmed-10300509 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-103005092023-06-29 Stochastic switching of delayed feedback suppresses oscillations in genetic regulatory systems Karamched, Bhargav R. Miles, Christopher E. J R Soc Interface Life Sciences–Mathematics interface Delays and stochasticity have both served as crucially valuable ingredients in mathematical descriptions of control, physical and biological systems. In this work, we investigate how explicitly dynamical stochasticity in delays modulates the effect of delayed feedback. To do so, we consider a hybrid model where stochastic delays evolve by a continuous-time Markov chain, and between switching events, the system of interest evolves via a deterministic delay equation. Our main contribution is the calculation of an effective delay equation in the fast switching limit. This effective equation maintains the influence of all subsystem delays and cannot be replaced with a single effective delay. To illustrate the relevance of this calculation, we investigate a simple model of stochastically switching delayed feedback motivated by gene regulation. We show that sufficiently fast switching between two oscillatory subsystems can yield stable dynamics. The Royal Society 2023-06-28 /pmc/articles/PMC10300509/ /pubmed/37376870 http://dx.doi.org/10.1098/rsif.2023.0059 Text en © 2023 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Life Sciences–Mathematics interface Karamched, Bhargav R. Miles, Christopher E. Stochastic switching of delayed feedback suppresses oscillations in genetic regulatory systems |
title | Stochastic switching of delayed feedback suppresses oscillations in genetic regulatory systems |
title_full | Stochastic switching of delayed feedback suppresses oscillations in genetic regulatory systems |
title_fullStr | Stochastic switching of delayed feedback suppresses oscillations in genetic regulatory systems |
title_full_unstemmed | Stochastic switching of delayed feedback suppresses oscillations in genetic regulatory systems |
title_short | Stochastic switching of delayed feedback suppresses oscillations in genetic regulatory systems |
title_sort | stochastic switching of delayed feedback suppresses oscillations in genetic regulatory systems |
topic | Life Sciences–Mathematics interface |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300509/ https://www.ncbi.nlm.nih.gov/pubmed/37376870 http://dx.doi.org/10.1098/rsif.2023.0059 |
work_keys_str_mv | AT karamchedbhargavr stochasticswitchingofdelayedfeedbacksuppressesoscillationsingeneticregulatorysystems AT mileschristophere stochasticswitchingofdelayedfeedbacksuppressesoscillationsingeneticregulatorysystems |