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Quantitative analysis of the optogenetic excitability of CA1 neurons
INTRODUCTION: Optogenetics has emerged as a promising technique for modulating neuronal activity and holds potential for the treatment of neurological disorders such as temporal lobe epilepsy (TLE). However, clinical translation still faces many challenges. This in-silico study aims to enhance the u...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10465168/ https://www.ncbi.nlm.nih.gov/pubmed/37649730 http://dx.doi.org/10.3389/fncom.2023.1229715 |
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author | Schoeters, Ruben Tarnaud, Thomas Weyn, Laila Joseph, Wout Raedt, Robrecht Tanghe, Emmeric |
author_facet | Schoeters, Ruben Tarnaud, Thomas Weyn, Laila Joseph, Wout Raedt, Robrecht Tanghe, Emmeric |
author_sort | Schoeters, Ruben |
collection | PubMed |
description | INTRODUCTION: Optogenetics has emerged as a promising technique for modulating neuronal activity and holds potential for the treatment of neurological disorders such as temporal lobe epilepsy (TLE). However, clinical translation still faces many challenges. This in-silico study aims to enhance the understanding of optogenetic excitability in CA1 cells and to identify strategies for improving stimulation protocols. METHODS: Employing state-of-the-art computational models coupled with Monte Carlo simulated light propagation, the optogenetic excitability of four CA1 cells, two pyramidal and two interneurons, expressing ChR2(H134R) is investigated. RESULTS AND DISCUSSION: The results demonstrate that confining the opsin to specific neuronal membrane compartments significantly improves excitability. An improvement is also achieved by focusing the light beam on the most excitable cell region. Moreover, the perpendicular orientation of the optical fiber relative to the somato-dendritic axis yields superior results. Inter-cell variability is observed, highlighting the importance of considering neuron degeneracy when designing optogenetic tools. Opsin confinement to the basal dendrites of the pyramidal cells renders the neuron the most excitable. A global sensitivity analysis identified opsin location and expression level as having the greatest impact on simulation outcomes. The error reduction of simulation outcome due to coupling of neuron modeling with light propagation is shown. The results promote spatial confinement and increased opsin expression levels as important improvement strategies. On the other hand, uncertainties in these parameters limit precise determination of the irradiance thresholds. This study provides valuable insights on optogenetic excitability of CA1 cells useful for the development of improved optogenetic stimulation protocols for, for instance, TLE treatment. |
format | Online Article Text |
id | pubmed-10465168 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104651682023-08-30 Quantitative analysis of the optogenetic excitability of CA1 neurons Schoeters, Ruben Tarnaud, Thomas Weyn, Laila Joseph, Wout Raedt, Robrecht Tanghe, Emmeric Front Comput Neurosci Neuroscience INTRODUCTION: Optogenetics has emerged as a promising technique for modulating neuronal activity and holds potential for the treatment of neurological disorders such as temporal lobe epilepsy (TLE). However, clinical translation still faces many challenges. This in-silico study aims to enhance the understanding of optogenetic excitability in CA1 cells and to identify strategies for improving stimulation protocols. METHODS: Employing state-of-the-art computational models coupled with Monte Carlo simulated light propagation, the optogenetic excitability of four CA1 cells, two pyramidal and two interneurons, expressing ChR2(H134R) is investigated. RESULTS AND DISCUSSION: The results demonstrate that confining the opsin to specific neuronal membrane compartments significantly improves excitability. An improvement is also achieved by focusing the light beam on the most excitable cell region. Moreover, the perpendicular orientation of the optical fiber relative to the somato-dendritic axis yields superior results. Inter-cell variability is observed, highlighting the importance of considering neuron degeneracy when designing optogenetic tools. Opsin confinement to the basal dendrites of the pyramidal cells renders the neuron the most excitable. A global sensitivity analysis identified opsin location and expression level as having the greatest impact on simulation outcomes. The error reduction of simulation outcome due to coupling of neuron modeling with light propagation is shown. The results promote spatial confinement and increased opsin expression levels as important improvement strategies. On the other hand, uncertainties in these parameters limit precise determination of the irradiance thresholds. This study provides valuable insights on optogenetic excitability of CA1 cells useful for the development of improved optogenetic stimulation protocols for, for instance, TLE treatment. Frontiers Media S.A. 2023-08-15 /pmc/articles/PMC10465168/ /pubmed/37649730 http://dx.doi.org/10.3389/fncom.2023.1229715 Text en Copyright © 2023 Schoeters, Tarnaud, Weyn, Joseph, Raedt and Tanghe. 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 Schoeters, Ruben Tarnaud, Thomas Weyn, Laila Joseph, Wout Raedt, Robrecht Tanghe, Emmeric Quantitative analysis of the optogenetic excitability of CA1 neurons |
title | Quantitative analysis of the optogenetic excitability of CA1 neurons |
title_full | Quantitative analysis of the optogenetic excitability of CA1 neurons |
title_fullStr | Quantitative analysis of the optogenetic excitability of CA1 neurons |
title_full_unstemmed | Quantitative analysis of the optogenetic excitability of CA1 neurons |
title_short | Quantitative analysis of the optogenetic excitability of CA1 neurons |
title_sort | quantitative analysis of the optogenetic excitability of ca1 neurons |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10465168/ https://www.ncbi.nlm.nih.gov/pubmed/37649730 http://dx.doi.org/10.3389/fncom.2023.1229715 |
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