Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Cresswell-Clay, Evan, Crock, Nathan, Tabak, Joël, Erlebacher, Gordon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
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
_version_ 1783379284372488192
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
work_keys_str_mv AT cresswellclayevan acompartmentalmodeltoinvestigatelocalandglobalca2dynamicsinastrocytes
AT crocknathan acompartmentalmodeltoinvestigatelocalandglobalca2dynamicsinastrocytes
AT tabakjoel acompartmentalmodeltoinvestigatelocalandglobalca2dynamicsinastrocytes
AT erlebachergordon acompartmentalmodeltoinvestigatelocalandglobalca2dynamicsinastrocytes
AT cresswellclayevan compartmentalmodeltoinvestigatelocalandglobalca2dynamicsinastrocytes
AT crocknathan compartmentalmodeltoinvestigatelocalandglobalca2dynamicsinastrocytes
AT tabakjoel compartmentalmodeltoinvestigatelocalandglobalca2dynamicsinastrocytes
AT erlebachergordon compartmentalmodeltoinvestigatelocalandglobalca2dynamicsinastrocytes