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Neuromodulation impact on nonlinear firing behavior of a reduced model motoneuron with the active dendrite

Neuromodulatory inputs from brainstem systems modulate the normal function of spinal motoneurons by altering the activation properties of persistent inward currents (PICs) in their dendrites. However, the effect of the PIC on firing outputs also depends on its location in the dendritic tree. To inve...

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Autores principales: Kim, Hojeong, Heckman, C. J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4160741/
https://www.ncbi.nlm.nih.gov/pubmed/25309410
http://dx.doi.org/10.3389/fncom.2014.00110
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author Kim, Hojeong
Heckman, C. J.
author_facet Kim, Hojeong
Heckman, C. J.
author_sort Kim, Hojeong
collection PubMed
description Neuromodulatory inputs from brainstem systems modulate the normal function of spinal motoneurons by altering the activation properties of persistent inward currents (PICs) in their dendrites. However, the effect of the PIC on firing outputs also depends on its location in the dendritic tree. To investigate the interaction between PIC neuromodulation and PIC location dependence, we used a two-compartment model that was biologically realistic in that it retains directional and frequency-dependent electrical coupling between the soma and the dendrites, as seen in multi-compartment models based on full anatomical reconstructions of motoneurons. Our two-compartment approach allowed us to systematically vary the coupling parameters between the soma and the dendrite to accurately reproduce the effect of location of the dendritic PIC on the generation of nonlinear (hysteretic) motoneuron firing patterns. Our results show that as a single parameter value for PIC activation was either increased or decreased by 20% from its default value, the solution space of the coupling parameter values for nonlinear firing outputs was drastically reduced by approximately 80%. As a result, the model tended to fire only in a linear mode at the majority of dendritic PIC sites. The same results were obtained when all parameters for the PIC activation simultaneously changed only by approximately ±10%. Our results suggest the democratization effect of neuromodulation: the neuromodulation by the brainstem systems may play a role in switching the motoneurons with PICs at different dendritic locations to a similar mode of firing by reducing the effect of the dendritic location of PICs on the firing behavior.
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spelling pubmed-41607412014-10-10 Neuromodulation impact on nonlinear firing behavior of a reduced model motoneuron with the active dendrite Kim, Hojeong Heckman, C. J. Front Comput Neurosci Neuroscience Neuromodulatory inputs from brainstem systems modulate the normal function of spinal motoneurons by altering the activation properties of persistent inward currents (PICs) in their dendrites. However, the effect of the PIC on firing outputs also depends on its location in the dendritic tree. To investigate the interaction between PIC neuromodulation and PIC location dependence, we used a two-compartment model that was biologically realistic in that it retains directional and frequency-dependent electrical coupling between the soma and the dendrites, as seen in multi-compartment models based on full anatomical reconstructions of motoneurons. Our two-compartment approach allowed us to systematically vary the coupling parameters between the soma and the dendrite to accurately reproduce the effect of location of the dendritic PIC on the generation of nonlinear (hysteretic) motoneuron firing patterns. Our results show that as a single parameter value for PIC activation was either increased or decreased by 20% from its default value, the solution space of the coupling parameter values for nonlinear firing outputs was drastically reduced by approximately 80%. As a result, the model tended to fire only in a linear mode at the majority of dendritic PIC sites. The same results were obtained when all parameters for the PIC activation simultaneously changed only by approximately ±10%. Our results suggest the democratization effect of neuromodulation: the neuromodulation by the brainstem systems may play a role in switching the motoneurons with PICs at different dendritic locations to a similar mode of firing by reducing the effect of the dendritic location of PICs on the firing behavior. Frontiers Media S.A. 2014-09-09 /pmc/articles/PMC4160741/ /pubmed/25309410 http://dx.doi.org/10.3389/fncom.2014.00110 Text en Copyright © 2014 Kim and Heckman. 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) or licensor 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
Kim, Hojeong
Heckman, C. J.
Neuromodulation impact on nonlinear firing behavior of a reduced model motoneuron with the active dendrite
title Neuromodulation impact on nonlinear firing behavior of a reduced model motoneuron with the active dendrite
title_full Neuromodulation impact on nonlinear firing behavior of a reduced model motoneuron with the active dendrite
title_fullStr Neuromodulation impact on nonlinear firing behavior of a reduced model motoneuron with the active dendrite
title_full_unstemmed Neuromodulation impact on nonlinear firing behavior of a reduced model motoneuron with the active dendrite
title_short Neuromodulation impact on nonlinear firing behavior of a reduced model motoneuron with the active dendrite
title_sort neuromodulation impact on nonlinear firing behavior of a reduced model motoneuron with the active dendrite
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4160741/
https://www.ncbi.nlm.nih.gov/pubmed/25309410
http://dx.doi.org/10.3389/fncom.2014.00110
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