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Analysing Intercellular Communication in Astrocytic Networks Using “Astral”

Astrocytic networks are critically involved in regulating the activity of neuronal networks. However, a comprehensive and ready-to-use data analysis tool for investigating functional interactions between the astrocytes is missing. We developed the novel software package named “Astral” to analyse int...

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Autores principales: Dzyubenko, Egor, Prazuch, Wojciech, Pillath-Eilers, Matthias, Polanska, Joanna, Hermann, Dirk M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8239356/
https://www.ncbi.nlm.nih.gov/pubmed/34211372
http://dx.doi.org/10.3389/fncel.2021.689268
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author Dzyubenko, Egor
Prazuch, Wojciech
Pillath-Eilers, Matthias
Polanska, Joanna
Hermann, Dirk M.
author_facet Dzyubenko, Egor
Prazuch, Wojciech
Pillath-Eilers, Matthias
Polanska, Joanna
Hermann, Dirk M.
author_sort Dzyubenko, Egor
collection PubMed
description Astrocytic networks are critically involved in regulating the activity of neuronal networks. However, a comprehensive and ready-to-use data analysis tool for investigating functional interactions between the astrocytes is missing. We developed the novel software package named “Astral” to analyse intercellular communication in astrocytic networks based on live-cell calcium imaging. Our method for analysing calcium imaging data does not require the assignment of regions of interest. The package contains two applications: the core processing pipeline for detecting and quantifying Ca(++) events, and the auxiliary visualization tool for controlling data quality. Our method allows for the network-wide quantification of Ca(++) events and the analysis of their intercellular propagation. In a set of proof-of-concept experiments, we examined Ca(++) events in flat monolayers of primary astrocytes and confirmed that inter-astrocytic interactions depend on the permeability of gap junctions and connexin hemichannels. The Astral tool is particularly useful for studying astrocyte-neuronal interactions on the network level. We demonstrate that compared with purely astrocytic cultures, spontaneous generation of Ca(++) events in astrocytes that were co-cultivated with neurons was significantly increased. Interestingly, the increased astrocytic Ca(++) activity after long-term co-cultivation with neurons was driven by the enhanced formation of gap junctions and connexin hemichannels but was not affected by silencing neuronal activity. Our data indicate the necessity for systematic investigation of astrocyte-neuronal interactions at the network level. For this purpose, the Astral software offers a powerful tool for processing and quantifying calcium imaging data.
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spelling pubmed-82393562021-06-30 Analysing Intercellular Communication in Astrocytic Networks Using “Astral” Dzyubenko, Egor Prazuch, Wojciech Pillath-Eilers, Matthias Polanska, Joanna Hermann, Dirk M. Front Cell Neurosci Neuroscience Astrocytic networks are critically involved in regulating the activity of neuronal networks. However, a comprehensive and ready-to-use data analysis tool for investigating functional interactions between the astrocytes is missing. We developed the novel software package named “Astral” to analyse intercellular communication in astrocytic networks based on live-cell calcium imaging. Our method for analysing calcium imaging data does not require the assignment of regions of interest. The package contains two applications: the core processing pipeline for detecting and quantifying Ca(++) events, and the auxiliary visualization tool for controlling data quality. Our method allows for the network-wide quantification of Ca(++) events and the analysis of their intercellular propagation. In a set of proof-of-concept experiments, we examined Ca(++) events in flat monolayers of primary astrocytes and confirmed that inter-astrocytic interactions depend on the permeability of gap junctions and connexin hemichannels. The Astral tool is particularly useful for studying astrocyte-neuronal interactions on the network level. We demonstrate that compared with purely astrocytic cultures, spontaneous generation of Ca(++) events in astrocytes that were co-cultivated with neurons was significantly increased. Interestingly, the increased astrocytic Ca(++) activity after long-term co-cultivation with neurons was driven by the enhanced formation of gap junctions and connexin hemichannels but was not affected by silencing neuronal activity. Our data indicate the necessity for systematic investigation of astrocyte-neuronal interactions at the network level. For this purpose, the Astral software offers a powerful tool for processing and quantifying calcium imaging data. Frontiers Media S.A. 2021-06-15 /pmc/articles/PMC8239356/ /pubmed/34211372 http://dx.doi.org/10.3389/fncel.2021.689268 Text en Copyright © 2021 Dzyubenko, Prazuch, Pillath-Eilers, Polanska and Hermann. https://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
Dzyubenko, Egor
Prazuch, Wojciech
Pillath-Eilers, Matthias
Polanska, Joanna
Hermann, Dirk M.
Analysing Intercellular Communication in Astrocytic Networks Using “Astral”
title Analysing Intercellular Communication in Astrocytic Networks Using “Astral”
title_full Analysing Intercellular Communication in Astrocytic Networks Using “Astral”
title_fullStr Analysing Intercellular Communication in Astrocytic Networks Using “Astral”
title_full_unstemmed Analysing Intercellular Communication in Astrocytic Networks Using “Astral”
title_short Analysing Intercellular Communication in Astrocytic Networks Using “Astral”
title_sort analysing intercellular communication in astrocytic networks using “astral”
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8239356/
https://www.ncbi.nlm.nih.gov/pubmed/34211372
http://dx.doi.org/10.3389/fncel.2021.689268
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