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Unraveling ChR2-driven stochastic Ca(2+) dynamics in astrocytes: A call for new interventional paradigms

Optogenetic targeting of astrocytes provides a robust experimental model to differentially induce Ca(2+) signals in astrocytes in vivo. However, a systematic study quantifying the response of optogenetically modified astrocytes to light is yet to be performed. Here, we propose a novel stochastic mod...

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Autores principales: Moshkforoush, Arash, Balachandar, Lakshmini, Moncion, Carolina, Montejo, Karla A., Riera, Jorge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7875401/
https://www.ncbi.nlm.nih.gov/pubmed/33566841
http://dx.doi.org/10.1371/journal.pcbi.1008648
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author Moshkforoush, Arash
Balachandar, Lakshmini
Moncion, Carolina
Montejo, Karla A.
Riera, Jorge
author_facet Moshkforoush, Arash
Balachandar, Lakshmini
Moncion, Carolina
Montejo, Karla A.
Riera, Jorge
author_sort Moshkforoush, Arash
collection PubMed
description Optogenetic targeting of astrocytes provides a robust experimental model to differentially induce Ca(2+) signals in astrocytes in vivo. However, a systematic study quantifying the response of optogenetically modified astrocytes to light is yet to be performed. Here, we propose a novel stochastic model of Ca(2+) dynamics in astrocytes that incorporates a light sensitive component—channelrhodopsin 2 (ChR2). Utilizing this model, we investigated the effect of different light stimulation paradigms on cells expressing select variants of ChR2 (wild type, ChETA, and ChRET/TC). Results predict that depending on paradigm specification, astrocytes might undergo drastic changes in their basal Ca(2+) level and spiking probability. Furthermore, we performed a global sensitivity analysis to assess the effect of variation in parameters pertinent to the shape of the ChR2 photocurrent on astrocytic Ca(2+) dynamics. Results suggest that directing variants towards the first open state of the ChR2 photocycle (o(1)) enhances spiking activity in astrocytes during optical stimulation. Evaluation of the effect of Ca(2+) buffering and coupling coefficient in a network of ChR2-expressing astrocytes demonstrated basal level elevations in the stimulated region and propagation of calcium activity to unstimulated cells. Buffering reduced the diffusion range of Ca(2+) within the network, thereby limiting propagation and influencing the activity of astrocytes. Collectively, the framework presented in this study provides valuable information for the selection of light stimulation paradigms that elicit desired astrocytic activity using existing ChR2 constructs, as well as aids in the engineering of future application-oriented optogenetic variants.
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spelling pubmed-78754012021-02-19 Unraveling ChR2-driven stochastic Ca(2+) dynamics in astrocytes: A call for new interventional paradigms Moshkforoush, Arash Balachandar, Lakshmini Moncion, Carolina Montejo, Karla A. Riera, Jorge PLoS Comput Biol Research Article Optogenetic targeting of astrocytes provides a robust experimental model to differentially induce Ca(2+) signals in astrocytes in vivo. However, a systematic study quantifying the response of optogenetically modified astrocytes to light is yet to be performed. Here, we propose a novel stochastic model of Ca(2+) dynamics in astrocytes that incorporates a light sensitive component—channelrhodopsin 2 (ChR2). Utilizing this model, we investigated the effect of different light stimulation paradigms on cells expressing select variants of ChR2 (wild type, ChETA, and ChRET/TC). Results predict that depending on paradigm specification, astrocytes might undergo drastic changes in their basal Ca(2+) level and spiking probability. Furthermore, we performed a global sensitivity analysis to assess the effect of variation in parameters pertinent to the shape of the ChR2 photocurrent on astrocytic Ca(2+) dynamics. Results suggest that directing variants towards the first open state of the ChR2 photocycle (o(1)) enhances spiking activity in astrocytes during optical stimulation. Evaluation of the effect of Ca(2+) buffering and coupling coefficient in a network of ChR2-expressing astrocytes demonstrated basal level elevations in the stimulated region and propagation of calcium activity to unstimulated cells. Buffering reduced the diffusion range of Ca(2+) within the network, thereby limiting propagation and influencing the activity of astrocytes. Collectively, the framework presented in this study provides valuable information for the selection of light stimulation paradigms that elicit desired astrocytic activity using existing ChR2 constructs, as well as aids in the engineering of future application-oriented optogenetic variants. Public Library of Science 2021-02-10 /pmc/articles/PMC7875401/ /pubmed/33566841 http://dx.doi.org/10.1371/journal.pcbi.1008648 Text en © 2021 Moshkforoush et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Moshkforoush, Arash
Balachandar, Lakshmini
Moncion, Carolina
Montejo, Karla A.
Riera, Jorge
Unraveling ChR2-driven stochastic Ca(2+) dynamics in astrocytes: A call for new interventional paradigms
title Unraveling ChR2-driven stochastic Ca(2+) dynamics in astrocytes: A call for new interventional paradigms
title_full Unraveling ChR2-driven stochastic Ca(2+) dynamics in astrocytes: A call for new interventional paradigms
title_fullStr Unraveling ChR2-driven stochastic Ca(2+) dynamics in astrocytes: A call for new interventional paradigms
title_full_unstemmed Unraveling ChR2-driven stochastic Ca(2+) dynamics in astrocytes: A call for new interventional paradigms
title_short Unraveling ChR2-driven stochastic Ca(2+) dynamics in astrocytes: A call for new interventional paradigms
title_sort unraveling chr2-driven stochastic ca(2+) dynamics in astrocytes: a call for new interventional paradigms
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7875401/
https://www.ncbi.nlm.nih.gov/pubmed/33566841
http://dx.doi.org/10.1371/journal.pcbi.1008648
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