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Cross-Frequency Coupling in Descending Motor Pathways: Theory and Simulation

Coupling of neural oscillations is essential for the transmission of cortical motor commands to motoneuron pools through direct and indirect descending motor pathways. Most studies focus on iso-frequency coupling between brain and muscle activities, i.e., cortico-muscular coherence, which is thought...

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Autores principales: Sinha, Nirvik, Dewald, Julius P. A., Heckman, Charles J., Yang, Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6971171/
https://www.ncbi.nlm.nih.gov/pubmed/31992973
http://dx.doi.org/10.3389/fnsys.2019.00086
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author Sinha, Nirvik
Dewald, Julius P. A.
Heckman, Charles J.
Yang, Yuan
author_facet Sinha, Nirvik
Dewald, Julius P. A.
Heckman, Charles J.
Yang, Yuan
author_sort Sinha, Nirvik
collection PubMed
description Coupling of neural oscillations is essential for the transmission of cortical motor commands to motoneuron pools through direct and indirect descending motor pathways. Most studies focus on iso-frequency coupling between brain and muscle activities, i.e., cortico-muscular coherence, which is thought to reflect motor command transmission in the mono-synaptic corticospinal pathway. Compared to this direct pathway, indirect corticobulbospinal motor pathways involve multiple intermediate synaptic connections via spinal interneurons. Neuronal processing of synaptic inputs can lead to modulation of inter-spike intervals which produces cross-frequency coupling. This theoretical study aims to evaluate the effect of the number of synaptic layers in descending pathways on the expression of cross-frequency coupling between supraspinal input and the cumulative output of the motoneuron pool using a computer simulation. We simulated descending pathways as various layers of interneurons with a terminal motoneuron pool using Hogdkin–Huxley styled neuron models. Both cross- and iso-frequency coupling between the supraspinal input and the motorneuron pool output were computed using a novel generalized coherence measure, i.e., n:m coherence. We found that the iso-frequency coupling is only dominant in the mono-synaptic corticospinal tract, while the cross-frequency coupling is dominant in multi-synaptic indirect motor pathways. Furthermore, simulations incorporating both mono-synaptic direct and multi-synaptic indirect descending pathways showed that increased reliance on a multi-synaptic indirect pathway over a mono-synaptic direct pathway enhances the dominance of cross-frequency coupling between the supraspinal input and the motorneuron pool output. These results provide the theoretical basis for future human subject study quantitatively assessing motor command transmission in indirect vs. direct pathways and its changes after neurological disorders such as unilateral brain injury.
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spelling pubmed-69711712020-01-28 Cross-Frequency Coupling in Descending Motor Pathways: Theory and Simulation Sinha, Nirvik Dewald, Julius P. A. Heckman, Charles J. Yang, Yuan Front Syst Neurosci Neuroscience Coupling of neural oscillations is essential for the transmission of cortical motor commands to motoneuron pools through direct and indirect descending motor pathways. Most studies focus on iso-frequency coupling between brain and muscle activities, i.e., cortico-muscular coherence, which is thought to reflect motor command transmission in the mono-synaptic corticospinal pathway. Compared to this direct pathway, indirect corticobulbospinal motor pathways involve multiple intermediate synaptic connections via spinal interneurons. Neuronal processing of synaptic inputs can lead to modulation of inter-spike intervals which produces cross-frequency coupling. This theoretical study aims to evaluate the effect of the number of synaptic layers in descending pathways on the expression of cross-frequency coupling between supraspinal input and the cumulative output of the motoneuron pool using a computer simulation. We simulated descending pathways as various layers of interneurons with a terminal motoneuron pool using Hogdkin–Huxley styled neuron models. Both cross- and iso-frequency coupling between the supraspinal input and the motorneuron pool output were computed using a novel generalized coherence measure, i.e., n:m coherence. We found that the iso-frequency coupling is only dominant in the mono-synaptic corticospinal tract, while the cross-frequency coupling is dominant in multi-synaptic indirect motor pathways. Furthermore, simulations incorporating both mono-synaptic direct and multi-synaptic indirect descending pathways showed that increased reliance on a multi-synaptic indirect pathway over a mono-synaptic direct pathway enhances the dominance of cross-frequency coupling between the supraspinal input and the motorneuron pool output. These results provide the theoretical basis for future human subject study quantitatively assessing motor command transmission in indirect vs. direct pathways and its changes after neurological disorders such as unilateral brain injury. Frontiers Media S.A. 2020-01-14 /pmc/articles/PMC6971171/ /pubmed/31992973 http://dx.doi.org/10.3389/fnsys.2019.00086 Text en Copyright © 2020 Sinha, Dewald, Heckman and Yang. 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
Sinha, Nirvik
Dewald, Julius P. A.
Heckman, Charles J.
Yang, Yuan
Cross-Frequency Coupling in Descending Motor Pathways: Theory and Simulation
title Cross-Frequency Coupling in Descending Motor Pathways: Theory and Simulation
title_full Cross-Frequency Coupling in Descending Motor Pathways: Theory and Simulation
title_fullStr Cross-Frequency Coupling in Descending Motor Pathways: Theory and Simulation
title_full_unstemmed Cross-Frequency Coupling in Descending Motor Pathways: Theory and Simulation
title_short Cross-Frequency Coupling in Descending Motor Pathways: Theory and Simulation
title_sort cross-frequency coupling in descending motor pathways: theory and simulation
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6971171/
https://www.ncbi.nlm.nih.gov/pubmed/31992973
http://dx.doi.org/10.3389/fnsys.2019.00086
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