Inhibition as a Binary Switch for Excitatory Plasticity in Pyramidal Neurons.

Synaptic plasticity is thought to induce memory traces in the brain that are the foundation of learning. To ensure the stability of these traces in the presence of further learning, however, a regulation of plasticity appears beneficial. Here, we take up the recent suggestion that dendritic inhibiti...

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Main Authors: Katharina A Wilmes, Henning Sprekeler, Susanne Schreiber
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-03-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC4803338?pdf=render
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spelling doaj-5d2aa39b257f4532adc00c16fbd7c3e62020-11-25T01:32:25ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582016-03-01123e100476810.1371/journal.pcbi.1004768Inhibition as a Binary Switch for Excitatory Plasticity in Pyramidal Neurons.Katharina A WilmesHenning SprekelerSusanne SchreiberSynaptic plasticity is thought to induce memory traces in the brain that are the foundation of learning. To ensure the stability of these traces in the presence of further learning, however, a regulation of plasticity appears beneficial. Here, we take up the recent suggestion that dendritic inhibition can switch plasticity of excitatory synapses on and off by gating backpropagating action potentials (bAPs) and calcium spikes, i.e., by gating the coincidence signals required for Hebbian forms of plasticity. We analyze temporal and spatial constraints of such a gating and investigate whether it is possible to suppress bAPs without a simultaneous annihilation of the forward-directed information flow via excitatory postsynaptic potentials (EPSPs). In a computational analysis of conductance-based multi-compartmental models, we demonstrate that a robust control of bAPs and calcium spikes is possible in an all-or-none manner, enabling a binary switch of coincidence signals and plasticity. The position of inhibitory synapses on the dendritic tree determines the spatial extent of the effect and allows a pathway-specific regulation of plasticity. With appropriate timing, EPSPs can still trigger somatic action potentials, although backpropagating signals are abolished. An annihilation of bAPs requires precisely timed inhibition, while the timing constraints are less stringent for distal calcium spikes. We further show that a wide-spread motif of local circuits-feedforward inhibition-is well suited to provide the temporal precision needed for the control of bAPs. Altogether, our model provides experimentally testable predictions and demonstrates that the inhibitory switch of plasticity can be a robust and attractive mechanism, hence assigning an additional function to the inhibitory elements of neuronal microcircuits beyond modulation of excitability.http://europepmc.org/articles/PMC4803338?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Katharina A Wilmes
Henning Sprekeler
Susanne Schreiber
spellingShingle Katharina A Wilmes
Henning Sprekeler
Susanne Schreiber
Inhibition as a Binary Switch for Excitatory Plasticity in Pyramidal Neurons.
PLoS Computational Biology
author_facet Katharina A Wilmes
Henning Sprekeler
Susanne Schreiber
author_sort Katharina A Wilmes
title Inhibition as a Binary Switch for Excitatory Plasticity in Pyramidal Neurons.
title_short Inhibition as a Binary Switch for Excitatory Plasticity in Pyramidal Neurons.
title_full Inhibition as a Binary Switch for Excitatory Plasticity in Pyramidal Neurons.
title_fullStr Inhibition as a Binary Switch for Excitatory Plasticity in Pyramidal Neurons.
title_full_unstemmed Inhibition as a Binary Switch for Excitatory Plasticity in Pyramidal Neurons.
title_sort inhibition as a binary switch for excitatory plasticity in pyramidal neurons.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2016-03-01
description Synaptic plasticity is thought to induce memory traces in the brain that are the foundation of learning. To ensure the stability of these traces in the presence of further learning, however, a regulation of plasticity appears beneficial. Here, we take up the recent suggestion that dendritic inhibition can switch plasticity of excitatory synapses on and off by gating backpropagating action potentials (bAPs) and calcium spikes, i.e., by gating the coincidence signals required for Hebbian forms of plasticity. We analyze temporal and spatial constraints of such a gating and investigate whether it is possible to suppress bAPs without a simultaneous annihilation of the forward-directed information flow via excitatory postsynaptic potentials (EPSPs). In a computational analysis of conductance-based multi-compartmental models, we demonstrate that a robust control of bAPs and calcium spikes is possible in an all-or-none manner, enabling a binary switch of coincidence signals and plasticity. The position of inhibitory synapses on the dendritic tree determines the spatial extent of the effect and allows a pathway-specific regulation of plasticity. With appropriate timing, EPSPs can still trigger somatic action potentials, although backpropagating signals are abolished. An annihilation of bAPs requires precisely timed inhibition, while the timing constraints are less stringent for distal calcium spikes. We further show that a wide-spread motif of local circuits-feedforward inhibition-is well suited to provide the temporal precision needed for the control of bAPs. Altogether, our model provides experimentally testable predictions and demonstrates that the inhibitory switch of plasticity can be a robust and attractive mechanism, hence assigning an additional function to the inhibitory elements of neuronal microcircuits beyond modulation of excitability.
url http://europepmc.org/articles/PMC4803338?pdf=render
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