Gain control with A-type potassium current: IA 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....

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Main Authors: Joshua H Goldwyn, Bradley R Slabe, Joseph B Travers, David Terman
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-07-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC6053252?pdf=render
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spelling doaj-2b0acd493f264509a983934a213e17af2020-11-25T01:57:42ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582018-07-01147e100629210.1371/journal.pcbi.1006292Gain control with A-type potassium current: IA as a switch between divisive and subtractive inhibition.Joshua H GoldwynBradley R SlabeJoseph B TraversDavid TermanNeurons 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 (IA). In our model, this fast-activating, slowly-inactivating outward current acts as a switch between subtractive and divisive inhibition. In particular, if IA 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 IA 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 IA. 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 IA 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.http://europepmc.org/articles/PMC6053252?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Joshua H Goldwyn
Bradley R Slabe
Joseph B Travers
David Terman
spellingShingle Joshua H Goldwyn
Bradley R Slabe
Joseph B Travers
David Terman
Gain control with A-type potassium current: IA as a switch between divisive and subtractive inhibition.
PLoS Computational Biology
author_facet Joshua H Goldwyn
Bradley R Slabe
Joseph B Travers
David Terman
author_sort Joshua H Goldwyn
title Gain control with A-type potassium current: IA as a switch between divisive and subtractive inhibition.
title_short Gain control with A-type potassium current: IA as a switch between divisive and subtractive inhibition.
title_full Gain control with A-type potassium current: IA as a switch between divisive and subtractive inhibition.
title_fullStr Gain control with A-type potassium current: IA as a switch between divisive and subtractive inhibition.
title_full_unstemmed Gain control with A-type potassium current: IA as a switch between divisive and subtractive inhibition.
title_sort gain control with a-type potassium current: ia as a switch between divisive and subtractive inhibition.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2018-07-01
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 (IA). In our model, this fast-activating, slowly-inactivating outward current acts as a switch between subtractive and divisive inhibition. In particular, if IA 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 IA 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 IA. 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 IA 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.
url http://europepmc.org/articles/PMC6053252?pdf=render
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