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Effects of Cholinergic Neuromodulation on Thalamocortical Rhythms During NREM Sleep: A Model Study

It has been suggested that cholinergic neurons shape the oscillatory activity of the thalamocortical (TC) network in behavioral and electrophysiological experiments. However, theoretical modeling demonstrating how cholinergic neuromodulation of thalamocortical rhythms during non-rapid eye movement (...

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Autores principales: Li, Qiang, Song, Jiang-Ling, Li, Si-Hui, Westover, M. Brandon, Zhang, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6990259/
https://www.ncbi.nlm.nih.gov/pubmed/32038215
http://dx.doi.org/10.3389/fncom.2019.00100
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author Li, Qiang
Song, Jiang-Ling
Li, Si-Hui
Westover, M. Brandon
Zhang, Rui
author_facet Li, Qiang
Song, Jiang-Ling
Li, Si-Hui
Westover, M. Brandon
Zhang, Rui
author_sort Li, Qiang
collection PubMed
description It has been suggested that cholinergic neurons shape the oscillatory activity of the thalamocortical (TC) network in behavioral and electrophysiological experiments. However, theoretical modeling demonstrating how cholinergic neuromodulation of thalamocortical rhythms during non-rapid eye movement (NREM) sleep might occur has been lacking. In this paper, we first develop a novel computational model (TC-ACH) by incorporating a cholinergic neuron population (CH) into the classical thalamo-cortical circuitry, where connections between populations are modeled in accordance with existing knowledge. The neurotransmitter acetylcholine (ACH) released by neurons in CH, which is able to change the discharge activity of thalamocortical neurons, is the primary focus of our work. Simulation results with our TC-ACH model reveal that the cholinergic projection activity is a key factor in modulating oscillation patterns in three ways: (1) transitions between different patterns of thalamocortical oscillations are dramatically modulated through diverse projection pathways; (2) the model expresses a stable spindle oscillation state with certain parameter settings for the cholinergic projection from CH to thalamus, and more spindles appear when the strength of cholinergic input from CH to thalamocortical neurons increases; (3) the duration of oscillation patterns during NREM sleep including K-complexes, spindles, and slow oscillations is longer when cholinergic input from CH to thalamocortical neurons becomes stronger. Our modeling results provide insights into the mechanisms by which the sleep state is controlled, and provide a theoretical basis for future experimental and clinical studies.
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spelling pubmed-69902592020-02-07 Effects of Cholinergic Neuromodulation on Thalamocortical Rhythms During NREM Sleep: A Model Study Li, Qiang Song, Jiang-Ling Li, Si-Hui Westover, M. Brandon Zhang, Rui Front Comput Neurosci Neuroscience It has been suggested that cholinergic neurons shape the oscillatory activity of the thalamocortical (TC) network in behavioral and electrophysiological experiments. However, theoretical modeling demonstrating how cholinergic neuromodulation of thalamocortical rhythms during non-rapid eye movement (NREM) sleep might occur has been lacking. In this paper, we first develop a novel computational model (TC-ACH) by incorporating a cholinergic neuron population (CH) into the classical thalamo-cortical circuitry, where connections between populations are modeled in accordance with existing knowledge. The neurotransmitter acetylcholine (ACH) released by neurons in CH, which is able to change the discharge activity of thalamocortical neurons, is the primary focus of our work. Simulation results with our TC-ACH model reveal that the cholinergic projection activity is a key factor in modulating oscillation patterns in three ways: (1) transitions between different patterns of thalamocortical oscillations are dramatically modulated through diverse projection pathways; (2) the model expresses a stable spindle oscillation state with certain parameter settings for the cholinergic projection from CH to thalamus, and more spindles appear when the strength of cholinergic input from CH to thalamocortical neurons increases; (3) the duration of oscillation patterns during NREM sleep including K-complexes, spindles, and slow oscillations is longer when cholinergic input from CH to thalamocortical neurons becomes stronger. Our modeling results provide insights into the mechanisms by which the sleep state is controlled, and provide a theoretical basis for future experimental and clinical studies. Frontiers Media S.A. 2020-01-23 /pmc/articles/PMC6990259/ /pubmed/32038215 http://dx.doi.org/10.3389/fncom.2019.00100 Text en Copyright © 2020 Li, Song, Li, Westover and Zhang. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Li, Qiang
Song, Jiang-Ling
Li, Si-Hui
Westover, M. Brandon
Zhang, Rui
Effects of Cholinergic Neuromodulation on Thalamocortical Rhythms During NREM Sleep: A Model Study
title Effects of Cholinergic Neuromodulation on Thalamocortical Rhythms During NREM Sleep: A Model Study
title_full Effects of Cholinergic Neuromodulation on Thalamocortical Rhythms During NREM Sleep: A Model Study
title_fullStr Effects of Cholinergic Neuromodulation on Thalamocortical Rhythms During NREM Sleep: A Model Study
title_full_unstemmed Effects of Cholinergic Neuromodulation on Thalamocortical Rhythms During NREM Sleep: A Model Study
title_short Effects of Cholinergic Neuromodulation on Thalamocortical Rhythms During NREM Sleep: A Model Study
title_sort effects of cholinergic neuromodulation on thalamocortical rhythms during nrem sleep: a model study
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6990259/
https://www.ncbi.nlm.nih.gov/pubmed/32038215
http://dx.doi.org/10.3389/fncom.2019.00100
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