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

Publication ,  Journal Article
Abed Zadeh, A; Turner, BD; Calakos, N; Brunel, N
Published in: PLoS Comput Biol
June 2022

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.

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Published In

PLoS Comput Biol

DOI

EISSN

1553-7358

Publication Date

June 2022

Volume

18

Issue

6

Start / End Page

e1010226

Location

United States

Related Subject Headings

  • gamma-Aminobutyric Acid
  • Synaptic Transmission
  • Neurons
  • Membrane Potentials
  • Interneurons
  • Corpus Striatum
  • Bioinformatics
  • 08 Information and Computing Sciences
  • 06 Biological Sciences
  • 01 Mathematical Sciences
 

Citation

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Abed Zadeh, A., Turner, B. D., Calakos, N., & Brunel, N. (2022). Non-monotonic effects of GABAergic synaptic inputs on neuronal firing. PLoS Comput Biol, 18(6), e1010226. https://doi.org/10.1371/journal.pcbi.1010226
Abed Zadeh, Aghil, Brandon D. Turner, Nicole Calakos, and Nicolas Brunel. “Non-monotonic effects of GABAergic synaptic inputs on neuronal firing.PLoS Comput Biol 18, no. 6 (June 2022): e1010226. https://doi.org/10.1371/journal.pcbi.1010226.
Abed Zadeh A, Turner BD, Calakos N, Brunel N. Non-monotonic effects of GABAergic synaptic inputs on neuronal firing. PLoS Comput Biol. 2022 Jun;18(6):e1010226.
Abed Zadeh, Aghil, et al. “Non-monotonic effects of GABAergic synaptic inputs on neuronal firing.PLoS Comput Biol, vol. 18, no. 6, June 2022, p. e1010226. Pubmed, doi:10.1371/journal.pcbi.1010226.
Abed Zadeh A, Turner BD, Calakos N, Brunel N. Non-monotonic effects of GABAergic synaptic inputs on neuronal firing. PLoS Comput Biol. 2022 Jun;18(6):e1010226.

Published In

PLoS Comput Biol

DOI

EISSN

1553-7358

Publication Date

June 2022

Volume

18

Issue

6

Start / End Page

e1010226

Location

United States

Related Subject Headings

  • gamma-Aminobutyric Acid
  • Synaptic Transmission
  • Neurons
  • Membrane Potentials
  • Interneurons
  • Corpus Striatum
  • Bioinformatics
  • 08 Information and Computing Sciences
  • 06 Biological Sciences
  • 01 Mathematical Sciences