Deterministic Limit of Intracellular Calcium Spikes
In nonexcitable cells, global Ca2+ spikes emerge from the collective dynamics of clusters of Ca2+ channels that are coupled by diffusion. Current modeling approaches have opposed stochastic descriptions of these systems to purely deterministic models, while both paradoxically appear compatible with...
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todo:paper_00319007_v122_n8_p_Voorsluijs2023-10-03T14:42:51Z Deterministic Limit of Intracellular Calcium Spikes Voorsluijs, V. Dawson, S.P. De Decker, Y. Dupont, G. In nonexcitable cells, global Ca2+ spikes emerge from the collective dynamics of clusters of Ca2+ channels that are coupled by diffusion. Current modeling approaches have opposed stochastic descriptions of these systems to purely deterministic models, while both paradoxically appear compatible with experimental data. Combining fully stochastic simulations and mean-field analyses, we demonstrate that these two approaches can be reconciled. Our fully stochastic model generates spike sequences that can be seen as noise-perturbed oscillations of deterministic origin, while displaying statistical properties in agreement with experimental data. These underlying deterministic oscillations arise from a phenomenological spike nucleation mechanism. © 2019 American Physical Society. JOUR info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/2.5/ar http://hdl.handle.net/20.500.12110/paper_00319007_v122_n8_p_Voorsluijs |
institution |
Universidad de Buenos Aires |
institution_str |
I-28 |
repository_str |
R-134 |
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Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) |
description |
In nonexcitable cells, global Ca2+ spikes emerge from the collective dynamics of clusters of Ca2+ channels that are coupled by diffusion. Current modeling approaches have opposed stochastic descriptions of these systems to purely deterministic models, while both paradoxically appear compatible with experimental data. Combining fully stochastic simulations and mean-field analyses, we demonstrate that these two approaches can be reconciled. Our fully stochastic model generates spike sequences that can be seen as noise-perturbed oscillations of deterministic origin, while displaying statistical properties in agreement with experimental data. These underlying deterministic oscillations arise from a phenomenological spike nucleation mechanism. © 2019 American Physical Society. |
format |
JOUR |
author |
Voorsluijs, V. Dawson, S.P. De Decker, Y. Dupont, G. |
spellingShingle |
Voorsluijs, V. Dawson, S.P. De Decker, Y. Dupont, G. Deterministic Limit of Intracellular Calcium Spikes |
author_facet |
Voorsluijs, V. Dawson, S.P. De Decker, Y. Dupont, G. |
author_sort |
Voorsluijs, V. |
title |
Deterministic Limit of Intracellular Calcium Spikes |
title_short |
Deterministic Limit of Intracellular Calcium Spikes |
title_full |
Deterministic Limit of Intracellular Calcium Spikes |
title_fullStr |
Deterministic Limit of Intracellular Calcium Spikes |
title_full_unstemmed |
Deterministic Limit of Intracellular Calcium Spikes |
title_sort |
deterministic limit of intracellular calcium spikes |
url |
http://hdl.handle.net/20.500.12110/paper_00319007_v122_n8_p_Voorsluijs |
work_keys_str_mv |
AT voorsluijsv deterministiclimitofintracellularcalciumspikes AT dawsonsp deterministiclimitofintracellularcalciumspikes AT dedeckery deterministiclimitofintracellularcalciumspikes AT dupontg deterministiclimitofintracellularcalciumspikes |
_version_ |
1807320778274766848 |