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Gain control with A-type potassium current: I(A) as a switch between divisive and subtractive inhibition
Neurons process and convey information by transforming barrages of synaptic inputs into spiking activity. Synaptic inhibition typically suppresses the output firing activity of a neuron, and is commonly classified as having a subtractive or divisive effect on a neuron’s output firing activity. Subtr...
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/PMC6053252/ https://www.ncbi.nlm.nih.gov/pubmed/29985917 http://dx.doi.org/10.1371/journal.pcbi.1006292 |
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author | Goldwyn, Joshua H. Slabe, Bradley R. Travers, Joseph B. Terman, David |
author_facet | Goldwyn, Joshua H. Slabe, Bradley R. Travers, Joseph B. Terman, David |
author_sort | Goldwyn, Joshua H. |
collection | PubMed |
description | Neurons process and convey information by transforming barrages of synaptic inputs into spiking activity. Synaptic inhibition typically suppresses the output firing activity of a neuron, and is commonly classified as having a subtractive or divisive effect on a neuron’s output firing activity. Subtractive inhibition can narrow the range of inputs that evoke spiking activity by eliminating responses to non-preferred inputs. Divisive inhibition is a form of gain control: it modifies firing rates while preserving the range of inputs that evoke firing activity. Since these two “modes” of inhibition have distinct impacts on neural coding, it is important to understand the biophysical mechanisms that distinguish these response profiles. In this study, we use simulations and mathematical analysis of a neuron model to find the specific conditions (parameter sets) for which inhibitory inputs have subtractive or divisive effects. Significantly, we identify a novel role for the A-type Potassium current (I(A)). In our model, this fast-activating, slowly-inactivating outward current acts as a switch between subtractive and divisive inhibition. In particular, if I(A) is strong (large maximal conductance) and fast (activates on a time-scale similar to spike initiation), then inhibition has a subtractive effect on neural firing. In contrast, if I(A) is weak or insufficiently fast-activating, then inhibition has a divisive effect on neural firing. We explain these findings using dynamical systems methods (plane analysis and fast-slow dissection) to define how a spike threshold condition depends on synaptic inputs and I(A). Our findings suggest that neurons can “self-regulate” the gain control effects of inhibition via combinations of synaptic plasticity and/or modulation of the conductance and kinetics of A-type Potassium channels. This novel role for I(A) would add flexibility to neurons and networks, and may relate to recent observations of divisive inhibitory effects on neurons in the nucleus of the solitary tract. |
format | Online Article Text |
id | pubmed-6053252 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-60532522018-07-27 Gain control with A-type potassium current: I(A) as a switch between divisive and subtractive inhibition Goldwyn, Joshua H. Slabe, Bradley R. Travers, Joseph B. Terman, David PLoS Comput Biol Research Article Neurons process and convey information by transforming barrages of synaptic inputs into spiking activity. Synaptic inhibition typically suppresses the output firing activity of a neuron, and is commonly classified as having a subtractive or divisive effect on a neuron’s output firing activity. Subtractive inhibition can narrow the range of inputs that evoke spiking activity by eliminating responses to non-preferred inputs. Divisive inhibition is a form of gain control: it modifies firing rates while preserving the range of inputs that evoke firing activity. Since these two “modes” of inhibition have distinct impacts on neural coding, it is important to understand the biophysical mechanisms that distinguish these response profiles. In this study, we use simulations and mathematical analysis of a neuron model to find the specific conditions (parameter sets) for which inhibitory inputs have subtractive or divisive effects. Significantly, we identify a novel role for the A-type Potassium current (I(A)). In our model, this fast-activating, slowly-inactivating outward current acts as a switch between subtractive and divisive inhibition. In particular, if I(A) is strong (large maximal conductance) and fast (activates on a time-scale similar to spike initiation), then inhibition has a subtractive effect on neural firing. In contrast, if I(A) is weak or insufficiently fast-activating, then inhibition has a divisive effect on neural firing. We explain these findings using dynamical systems methods (plane analysis and fast-slow dissection) to define how a spike threshold condition depends on synaptic inputs and I(A). Our findings suggest that neurons can “self-regulate” the gain control effects of inhibition via combinations of synaptic plasticity and/or modulation of the conductance and kinetics of A-type Potassium channels. This novel role for I(A) would add flexibility to neurons and networks, and may relate to recent observations of divisive inhibitory effects on neurons in the nucleus of the solitary tract. Public Library of Science 2018-07-09 /pmc/articles/PMC6053252/ /pubmed/29985917 http://dx.doi.org/10.1371/journal.pcbi.1006292 Text en © 2018 Goldwyn 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 Goldwyn, Joshua H. Slabe, Bradley R. Travers, Joseph B. Terman, David Gain control with A-type potassium current: I(A) as a switch between divisive and subtractive inhibition |
title | Gain control with A-type potassium current: I(A) as a switch between divisive and subtractive inhibition |
title_full | Gain control with A-type potassium current: I(A) as a switch between divisive and subtractive inhibition |
title_fullStr | Gain control with A-type potassium current: I(A) as a switch between divisive and subtractive inhibition |
title_full_unstemmed | Gain control with A-type potassium current: I(A) as a switch between divisive and subtractive inhibition |
title_short | Gain control with A-type potassium current: I(A) as a switch between divisive and subtractive inhibition |
title_sort | gain control with a-type potassium current: i(a) as a switch between divisive and subtractive inhibition |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6053252/ https://www.ncbi.nlm.nih.gov/pubmed/29985917 http://dx.doi.org/10.1371/journal.pcbi.1006292 |
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