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A Compartmental Model to Investigate Local and Global Ca(2+) Dynamics in Astrocytes
Intracellular Ca(2+) dynamics in astrocytes can be triggered by neuronal activity and in turn regulate a variety of downstream processes that modulate neuronal function. In this fashion, astrocytic Ca(2+) signaling is regarded as a processor of neural network activity by means of complex spatial and...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6284150/ https://www.ncbi.nlm.nih.gov/pubmed/30555315 http://dx.doi.org/10.3389/fncom.2018.00094 |
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author | Cresswell-Clay, Evan Crock, Nathan Tabak, Joël Erlebacher, Gordon |
author_facet | Cresswell-Clay, Evan Crock, Nathan Tabak, Joël Erlebacher, Gordon |
author_sort | Cresswell-Clay, Evan |
collection | PubMed |
description | Intracellular Ca(2+) dynamics in astrocytes can be triggered by neuronal activity and in turn regulate a variety of downstream processes that modulate neuronal function. In this fashion, astrocytic Ca(2+) signaling is regarded as a processor of neural network activity by means of complex spatial and temporal Ca(2+) dynamics. Accordingly, a key step is to understand how different patterns of neural activity translate into spatiotemporal dynamics of intracellular Ca(2+) in astrocytes. Here, we introduce a minimal compartmental model for astrocytes that can qualitatively reproduce essential hierarchical features of spatiotemporal Ca(2+) dynamics in astrocytes. We find that the rate of neuronal firing determines the rate of Ca(2+) spikes in single individual processes as well as in the soma of the cell, while correlations of incoming neuronal activity are important in determining the rate of “global” Ca(2+) spikes that can engulf soma and the majority of processes. Significantly, our model predicts that whether the endoplasmic reticulum is shared between soma and processes or not determines the relationship between the firing rate of somatic Ca(2+) events and the rate of neural network activity. Together these results provide intuition about how neural activity in combination with inherent cellular properties shapes spatiotemporal astrocytic Ca(2+) dynamics, and provide experimentally testable predictions. |
format | Online Article Text |
id | pubmed-6284150 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-62841502018-12-14 A Compartmental Model to Investigate Local and Global Ca(2+) Dynamics in Astrocytes Cresswell-Clay, Evan Crock, Nathan Tabak, Joël Erlebacher, Gordon Front Comput Neurosci Neuroscience Intracellular Ca(2+) dynamics in astrocytes can be triggered by neuronal activity and in turn regulate a variety of downstream processes that modulate neuronal function. In this fashion, astrocytic Ca(2+) signaling is regarded as a processor of neural network activity by means of complex spatial and temporal Ca(2+) dynamics. Accordingly, a key step is to understand how different patterns of neural activity translate into spatiotemporal dynamics of intracellular Ca(2+) in astrocytes. Here, we introduce a minimal compartmental model for astrocytes that can qualitatively reproduce essential hierarchical features of spatiotemporal Ca(2+) dynamics in astrocytes. We find that the rate of neuronal firing determines the rate of Ca(2+) spikes in single individual processes as well as in the soma of the cell, while correlations of incoming neuronal activity are important in determining the rate of “global” Ca(2+) spikes that can engulf soma and the majority of processes. Significantly, our model predicts that whether the endoplasmic reticulum is shared between soma and processes or not determines the relationship between the firing rate of somatic Ca(2+) events and the rate of neural network activity. Together these results provide intuition about how neural activity in combination with inherent cellular properties shapes spatiotemporal astrocytic Ca(2+) dynamics, and provide experimentally testable predictions. Frontiers Media S.A. 2018-11-30 /pmc/articles/PMC6284150/ /pubmed/30555315 http://dx.doi.org/10.3389/fncom.2018.00094 Text en Copyright © 2018 Cresswell-Clay, Crock, Tabak and Erlebacher. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Cresswell-Clay, Evan Crock, Nathan Tabak, Joël Erlebacher, Gordon A Compartmental Model to Investigate Local and Global Ca(2+) Dynamics in Astrocytes |
title | A Compartmental Model to Investigate Local and Global Ca(2+) Dynamics in Astrocytes |
title_full | A Compartmental Model to Investigate Local and Global Ca(2+) Dynamics in Astrocytes |
title_fullStr | A Compartmental Model to Investigate Local and Global Ca(2+) Dynamics in Astrocytes |
title_full_unstemmed | A Compartmental Model to Investigate Local and Global Ca(2+) Dynamics in Astrocytes |
title_short | A Compartmental Model to Investigate Local and Global Ca(2+) Dynamics in Astrocytes |
title_sort | compartmental model to investigate local and global ca(2+) dynamics in astrocytes |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6284150/ https://www.ncbi.nlm.nih.gov/pubmed/30555315 http://dx.doi.org/10.3389/fncom.2018.00094 |
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