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Non-monotonic effects of GABAergic synaptic inputs on neuronal firing.

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Date
2022-06-06
Authors
Abed Zadeh, Aghil
Turner, Brandon D
Calakos, Nicole
Brunel, Nicolas
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Abstract
GABA is generally known as the principal inhibitory neurotransmitter in the nervous system, usually acting by hyperpolarizing membrane potential. However, GABAergic currents sometimes exhibit non-inhibitory effects, depending on the brain region, developmental stage or pathological condition. Here, we investigate the diverse effects of GABA on the firing rate of several single neuron models, using both analytical calculations and numerical simulations. We find that GABAergic synaptic conductance and output firing rate exhibit three qualitatively different regimes as a function of GABA reversal potential, EGABA: monotonically decreasing for sufficiently low EGABA (inhibitory), monotonically increasing for EGABA above firing threshold (excitatory); and a non-monotonic region for intermediate values of EGABA. In the non-monotonic regime, small GABA conductances have an excitatory effect while large GABA conductances show an inhibitory effect. We provide a phase diagram of different GABAergic effects as a function of GABA reversal potential and glutamate conductance. We find that noisy inputs increase the range of EGABA for which the non-monotonic effect can be observed. We also construct a micro-circuit model of striatum to explain observed effects of GABAergic fast spiking interneurons on spiny projection neurons, including non-monotonicity, as well as the heterogeneity of the effects. Our work provides a mechanistic explanation of paradoxical effects of GABAergic synaptic inputs, with implications for understanding the effects of GABA in neural computation and development.
Type
Journal article
Subject
Corpus Striatum
Neurons
Interneurons
gamma-Aminobutyric Acid
Synaptic Transmission
Membrane Potentials
Permalink
https://hdl.handle.net/10161/25453
Published Version (Please cite this version)
10.1371/journal.pcbi.1010226
Publication Info
Abed Zadeh, Aghil; Turner, Brandon D; Calakos, Nicole; & Brunel, Nicolas (2022). Non-monotonic effects of GABAergic synaptic inputs on neuronal firing. PLoS computational biology, 18(6). pp. e1010226. 10.1371/journal.pcbi.1010226. Retrieved from https://hdl.handle.net/10161/25453.
This is constructed from limited available data and may be imprecise. To cite this article, please review & use the official citation provided by the journal.
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Scholars@Duke

Brunel

Nicolas Brunel

Duke School of Medicine Distinguished Professor in Neuroscience
We use theoretical models of brain systems to investigate how they process and learn information from their inputs. Our current work focuses on the mechanisms of learning and memory, from the synapse to the network level, in collaboration with various experimental groups. Using methods fromstatistical physics, we have shown recently that the synapticconnectivity of a network that maximizes storage capacity reproducestwo key experimentally observed features: low connection proba
Calakos

Nicole Calakos

Lincoln Financial Group Distinguished Professor of Neurobiology
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