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Mixed-mode oscillations and population bursting in the pre-Bötzinger complex
This study focuses on computational and theoretical investigations of neuronal activity arising in the pre-Bötzinger complex (pre-BötC), a medullary region generating the inspiratory phase of breathing in mammals. A progressive increase of neuronal excitability in medullary slices containing the pre...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4846382/ https://www.ncbi.nlm.nih.gov/pubmed/26974345 http://dx.doi.org/10.7554/eLife.13403 |
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author | Bacak, Bartholomew J Kim, Taegyo Smith, Jeffrey C Rubin, Jonathan E Rybak, Ilya A |
author_facet | Bacak, Bartholomew J Kim, Taegyo Smith, Jeffrey C Rubin, Jonathan E Rybak, Ilya A |
author_sort | Bacak, Bartholomew J |
collection | PubMed |
description | This study focuses on computational and theoretical investigations of neuronal activity arising in the pre-Bötzinger complex (pre-BötC), a medullary region generating the inspiratory phase of breathing in mammals. A progressive increase of neuronal excitability in medullary slices containing the pre-BötC produces mixed-mode oscillations (MMOs) characterized by large amplitude population bursts alternating with a series of small amplitude bursts. Using two different computational models, we demonstrate that MMOs emerge within a heterogeneous excitatory neural network because of progressive neuronal recruitment and synchronization. The MMO pattern depends on the distributed neuronal excitability, the density and weights of network interconnections, and the cellular properties underlying endogenous bursting. Critically, the latter should provide a reduction of spiking frequency within neuronal bursts with increasing burst frequency and a dependence of the after-burst recovery period on burst amplitude. Our study highlights a novel mechanism by which heterogeneity naturally leads to complex dynamics in rhythmic neuronal populations. DOI: http://dx.doi.org/10.7554/eLife.13403.001 |
format | Online Article Text |
id | pubmed-4846382 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-48463822016-04-28 Mixed-mode oscillations and population bursting in the pre-Bötzinger complex Bacak, Bartholomew J Kim, Taegyo Smith, Jeffrey C Rubin, Jonathan E Rybak, Ilya A eLife Computational and Systems Biology This study focuses on computational and theoretical investigations of neuronal activity arising in the pre-Bötzinger complex (pre-BötC), a medullary region generating the inspiratory phase of breathing in mammals. A progressive increase of neuronal excitability in medullary slices containing the pre-BötC produces mixed-mode oscillations (MMOs) characterized by large amplitude population bursts alternating with a series of small amplitude bursts. Using two different computational models, we demonstrate that MMOs emerge within a heterogeneous excitatory neural network because of progressive neuronal recruitment and synchronization. The MMO pattern depends on the distributed neuronal excitability, the density and weights of network interconnections, and the cellular properties underlying endogenous bursting. Critically, the latter should provide a reduction of spiking frequency within neuronal bursts with increasing burst frequency and a dependence of the after-burst recovery period on burst amplitude. Our study highlights a novel mechanism by which heterogeneity naturally leads to complex dynamics in rhythmic neuronal populations. DOI: http://dx.doi.org/10.7554/eLife.13403.001 eLife Sciences Publications, Ltd 2016-03-14 /pmc/articles/PMC4846382/ /pubmed/26974345 http://dx.doi.org/10.7554/eLife.13403 Text en http://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication (http://creativecommons.org/publicdomain/zero/1.0/) . |
spellingShingle | Computational and Systems Biology Bacak, Bartholomew J Kim, Taegyo Smith, Jeffrey C Rubin, Jonathan E Rybak, Ilya A Mixed-mode oscillations and population bursting in the pre-Bötzinger complex |
title | Mixed-mode oscillations and population bursting in the pre-Bötzinger complex |
title_full | Mixed-mode oscillations and population bursting in the pre-Bötzinger complex |
title_fullStr | Mixed-mode oscillations and population bursting in the pre-Bötzinger complex |
title_full_unstemmed | Mixed-mode oscillations and population bursting in the pre-Bötzinger complex |
title_short | Mixed-mode oscillations and population bursting in the pre-Bötzinger complex |
title_sort | mixed-mode oscillations and population bursting in the pre-bötzinger complex |
topic | Computational and Systems Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4846382/ https://www.ncbi.nlm.nih.gov/pubmed/26974345 http://dx.doi.org/10.7554/eLife.13403 |
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