An electrodiffusive neuron-extracellular-glia model for exploring the genesis of slow potentials in the brain.

Within the computational neuroscience community, there has been a focus on simulating the electrical activity of neurons, while other components of brain tissue, such as glia cells and the extracellular space, are often neglected. Standard models of extracellular potentials are based on a combinatio...

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Autores principales: Marte J Sætra, Gaute T Einevoll, Geir Halnes
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Publicado: Public Library of Science (PLoS) 2021
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spelling oai:doaj.org-article:06bc16df98964e27815f58a620dca1922021-12-02T19:57:31ZAn electrodiffusive neuron-extracellular-glia model for exploring the genesis of slow potentials in the brain.1553-734X1553-735810.1371/journal.pcbi.1008143https://doaj.org/article/06bc16df98964e27815f58a620dca1922021-07-01T00:00:00Zhttps://doi.org/10.1371/journal.pcbi.1008143https://doaj.org/toc/1553-734Xhttps://doaj.org/toc/1553-7358Within the computational neuroscience community, there has been a focus on simulating the electrical activity of neurons, while other components of brain tissue, such as glia cells and the extracellular space, are often neglected. Standard models of extracellular potentials are based on a combination of multicompartmental models describing neural electrodynamics and volume conductor theory. Such models cannot be used to simulate the slow components of extracellular potentials, which depend on ion concentration dynamics, and the effect that this has on extracellular diffusion potentials and glial buffering currents. We here present the electrodiffusive neuron-extracellular-glia (edNEG) model, which we believe is the first model to combine compartmental neuron modeling with an electrodiffusive framework for intra- and extracellular ion concentration dynamics in a local piece of neuro-glial brain tissue. The edNEG model (i) keeps track of all intraneuronal, intraglial, and extracellular ion concentrations and electrical potentials, (ii) accounts for action potentials and dendritic calcium spikes in neurons, (iii) contains a neuronal and glial homeostatic machinery that gives physiologically realistic ion concentration dynamics, (iv) accounts for electrodiffusive transmembrane, intracellular, and extracellular ionic movements, and (v) accounts for glial and neuronal swelling caused by osmotic transmembrane pressure gradients. The edNEG model accounts for the concentration-dependent effects on ECS potentials that the standard models neglect. Using the edNEG model, we analyze these effects by splitting the extracellular potential into three components: one due to neural sink/source configurations, one due to glial sink/source configurations, and one due to extracellular diffusive currents. Through a series of simulations, we analyze the roles played by the various components and how they interact in generating the total slow potential. We conclude that the three components are of comparable magnitude and that the stimulus conditions determine which of the components that dominate.Marte J SætraGaute T EinevollGeir HalnesPublic Library of Science (PLoS)articleBiology (General)QH301-705.5ENPLoS Computational Biology, Vol 17, Iss 7, p e1008143 (2021)
institution DOAJ
collection DOAJ
language EN
topic Biology (General)
QH301-705.5
spellingShingle Biology (General)
QH301-705.5
Marte J Sætra
Gaute T Einevoll
Geir Halnes
An electrodiffusive neuron-extracellular-glia model for exploring the genesis of slow potentials in the brain.
description Within the computational neuroscience community, there has been a focus on simulating the electrical activity of neurons, while other components of brain tissue, such as glia cells and the extracellular space, are often neglected. Standard models of extracellular potentials are based on a combination of multicompartmental models describing neural electrodynamics and volume conductor theory. Such models cannot be used to simulate the slow components of extracellular potentials, which depend on ion concentration dynamics, and the effect that this has on extracellular diffusion potentials and glial buffering currents. We here present the electrodiffusive neuron-extracellular-glia (edNEG) model, which we believe is the first model to combine compartmental neuron modeling with an electrodiffusive framework for intra- and extracellular ion concentration dynamics in a local piece of neuro-glial brain tissue. The edNEG model (i) keeps track of all intraneuronal, intraglial, and extracellular ion concentrations and electrical potentials, (ii) accounts for action potentials and dendritic calcium spikes in neurons, (iii) contains a neuronal and glial homeostatic machinery that gives physiologically realistic ion concentration dynamics, (iv) accounts for electrodiffusive transmembrane, intracellular, and extracellular ionic movements, and (v) accounts for glial and neuronal swelling caused by osmotic transmembrane pressure gradients. The edNEG model accounts for the concentration-dependent effects on ECS potentials that the standard models neglect. Using the edNEG model, we analyze these effects by splitting the extracellular potential into three components: one due to neural sink/source configurations, one due to glial sink/source configurations, and one due to extracellular diffusive currents. Through a series of simulations, we analyze the roles played by the various components and how they interact in generating the total slow potential. We conclude that the three components are of comparable magnitude and that the stimulus conditions determine which of the components that dominate.
format article
author Marte J Sætra
Gaute T Einevoll
Geir Halnes
author_facet Marte J Sætra
Gaute T Einevoll
Geir Halnes
author_sort Marte J Sætra
title An electrodiffusive neuron-extracellular-glia model for exploring the genesis of slow potentials in the brain.
title_short An electrodiffusive neuron-extracellular-glia model for exploring the genesis of slow potentials in the brain.
title_full An electrodiffusive neuron-extracellular-glia model for exploring the genesis of slow potentials in the brain.
title_fullStr An electrodiffusive neuron-extracellular-glia model for exploring the genesis of slow potentials in the brain.
title_full_unstemmed An electrodiffusive neuron-extracellular-glia model for exploring the genesis of slow potentials in the brain.
title_sort electrodiffusive neuron-extracellular-glia model for exploring the genesis of slow potentials in the brain.
publisher Public Library of Science (PLoS)
publishDate 2021
url https://doaj.org/article/06bc16df98964e27815f58a620dca192
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