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Switchable slow cellular conductances determine robustness and tunability of network states
Neuronal information processing is regulated by fast and localized fluctuations of brain states. Brain states reliably switch between distinct spatiotemporal signatures at a network scale even though they are composed of heterogeneous and variable rhythms at a cellular scale. We investigated the mec...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5940245/ https://www.ncbi.nlm.nih.gov/pubmed/29684009 http://dx.doi.org/10.1371/journal.pcbi.1006125 |
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author | Drion, Guillaume Dethier, Julie Franci, Alessio Sepulchre, Rodolphe |
author_facet | Drion, Guillaume Dethier, Julie Franci, Alessio Sepulchre, Rodolphe |
author_sort | Drion, Guillaume |
collection | PubMed |
description | Neuronal information processing is regulated by fast and localized fluctuations of brain states. Brain states reliably switch between distinct spatiotemporal signatures at a network scale even though they are composed of heterogeneous and variable rhythms at a cellular scale. We investigated the mechanisms of this network control in a conductance-based population model that reliably switches between active and oscillatory mean-fields. Robust control of the mean-field properties relies critically on a switchable negative intrinsic conductance at the cellular level. This conductance endows circuits with a shared cellular positive feedback that can switch population rhythms on and off at a cellular resolution. The switch is largely independent from other intrinsic neuronal properties, network size and synaptic connectivity. It is therefore compatible with the temporal variability and spatial heterogeneity induced by slower regulatory functions such as neuromodulation, synaptic plasticity and homeostasis. Strikingly, the required cellular mechanism is available in all cell types that possess T-type calcium channels but unavailable in computational models that neglect the slow kinetics of their activation. |
format | Online Article Text |
id | pubmed-5940245 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-59402452018-05-18 Switchable slow cellular conductances determine robustness and tunability of network states Drion, Guillaume Dethier, Julie Franci, Alessio Sepulchre, Rodolphe PLoS Comput Biol Research Article Neuronal information processing is regulated by fast and localized fluctuations of brain states. Brain states reliably switch between distinct spatiotemporal signatures at a network scale even though they are composed of heterogeneous and variable rhythms at a cellular scale. We investigated the mechanisms of this network control in a conductance-based population model that reliably switches between active and oscillatory mean-fields. Robust control of the mean-field properties relies critically on a switchable negative intrinsic conductance at the cellular level. This conductance endows circuits with a shared cellular positive feedback that can switch population rhythms on and off at a cellular resolution. The switch is largely independent from other intrinsic neuronal properties, network size and synaptic connectivity. It is therefore compatible with the temporal variability and spatial heterogeneity induced by slower regulatory functions such as neuromodulation, synaptic plasticity and homeostasis. Strikingly, the required cellular mechanism is available in all cell types that possess T-type calcium channels but unavailable in computational models that neglect the slow kinetics of their activation. Public Library of Science 2018-04-23 /pmc/articles/PMC5940245/ /pubmed/29684009 http://dx.doi.org/10.1371/journal.pcbi.1006125 Text en © 2018 Drion 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 Drion, Guillaume Dethier, Julie Franci, Alessio Sepulchre, Rodolphe Switchable slow cellular conductances determine robustness and tunability of network states |
title | Switchable slow cellular conductances determine robustness and tunability of network states |
title_full | Switchable slow cellular conductances determine robustness and tunability of network states |
title_fullStr | Switchable slow cellular conductances determine robustness and tunability of network states |
title_full_unstemmed | Switchable slow cellular conductances determine robustness and tunability of network states |
title_short | Switchable slow cellular conductances determine robustness and tunability of network states |
title_sort | switchable slow cellular conductances determine robustness and tunability of network states |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5940245/ https://www.ncbi.nlm.nih.gov/pubmed/29684009 http://dx.doi.org/10.1371/journal.pcbi.1006125 |
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