Literature DB >> 20832991

GABA inhibition modulates NMDA-R mediated spike timing dependent plasticity (STDP) in a biophysical model.

Vassilis Cutsuridis1.   

Abstract

Spike timing dependent plasticity (STDP) has been demonstrated in various neural systems of many animals. It has been shown that STDP depends on the target and the location of the synapse and is dynamically regulated by the activity of adjacent synapses, the presence of postsynaptic calcium, presynaptic GABA inhibition or the action of neuromodulators. Recent experimental evidence has reported that the profile of STDP in the CA1 pyramidal neuron can be classified into two types depending on its dendritic location: (1) A symmetric STDP profile in the proximal to the soma dendrites, and (2) an asymmetric one in the distal dendrites. Bicuculline application revealed that GABA(A) is responsible for the symmetry of the STDP curve. We investigate via computer simulations how GABA(A) shapes the STDP profile in the CA1 pyramidal neuron dendrites when it is driven by excitatory spike pairs (doublets). The model constructed uses calcium as the postsynaptic signaling agent for STDP and is shown to be consistent with classical long-term potentiation (LTP) and long-term depression (LTD) induced by several doublet stimulation paradigms in the absence of inhibition. Overall, simulation results provide computational evidence for the first time that the switch between the symmetrical and the asymmetrical STDP operational modes is indeed due to GABA inhibition. Furthermore, gamma frequency inhibition and not theta one is responsible for the transition from asymmetry-to-symmetry. The resulted symmetrical STDP profile is centered at +10 ms with two distinct LTD tails at -10 and +40 ms. Finally, the asymmetry-to-symmetry transition is strongly dependent on the strength (conductance) of inhibition and its relative onset with respect to pre- and postsynaptic spike stimulation.
Copyright © 2010 Elsevier Ltd. All rights reserved.

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Year:  2010        PMID: 20832991     DOI: 10.1016/j.neunet.2010.08.005

Source DB:  PubMed          Journal:  Neural Netw        ISSN: 0893-6080


  6 in total

1.  Bursts shape the NMDA-R mediated spike timing dependent plasticity curve: role of burst interspike interval and GABAergic inhibition.

Authors:  Vassilis Cutsuridis
Journal:  Cogn Neurodyn       Date:  2012-05-27       Impact factor: 5.082

2.  Microcircuit mechanisms involved in paired associative stimulation-induced depression of corticospinal excitability.

Authors:  David Weise; Jakob Mann; Michael Ridding; Kevin Eskandar; Martin Huss; Jost-Julian Rumpf; Vincenzo Di Lazzaro; Paolo Mazzone; Federico Ranieri; Joseph Classen
Journal:  J Physiol       Date:  2013-07-15       Impact factor: 5.182

3.  Optimal design for hetero-associative memory: hippocampal CA1 phase response curve and spike-timing-dependent plasticity.

Authors:  Ryota Miyata; Keisuke Ota; Toru Aonishi
Journal:  PLoS One       Date:  2013-10-24       Impact factor: 3.240

4.  NMDA Receptors Mediate Stimulus-Timing-Dependent Plasticity and Neural Synchrony in the Dorsal Cochlear Nucleus.

Authors:  Roxana A Stefanescu; Susan E Shore
Journal:  Front Neural Circuits       Date:  2015-11-20       Impact factor: 3.492

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

Authors:  Katharina A Wilmes; Henning Sprekeler; Susanne Schreiber
Journal:  PLoS Comput Biol       Date:  2016-03-22       Impact factor: 4.475

Review 6.  Modulation of Spike-Timing Dependent Plasticity: Towards the Inclusion of a Third Factor in Computational Models.

Authors:  Alexandre Foncelle; Alexandre Mendes; Joanna Jędrzejewska-Szmek; Silvana Valtcheva; Hugues Berry; Kim T Blackwell; Laurent Venance
Journal:  Front Comput Neurosci       Date:  2018-07-03       Impact factor: 2.380

  6 in total

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