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Emergence of task-related spatiotemporal population dynamics in transplanted neurons

Loss of nervous system tissue after severe brain injury is a main determinant of poor functional recovery. Cell transplantation is a promising method to restore lost tissue and function, yet it remains unclear if transplanted neurons can demonstrate the population level dynamics important for moveme...

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Autores principales: Ghuman, Harman, Kim, Kyungsoo, Barati, Sapeeda, Ganguly, Karunesh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10640594/
https://www.ncbi.nlm.nih.gov/pubmed/37951968
http://dx.doi.org/10.1038/s41467-023-43081-w
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author Ghuman, Harman
Kim, Kyungsoo
Barati, Sapeeda
Ganguly, Karunesh
author_facet Ghuman, Harman
Kim, Kyungsoo
Barati, Sapeeda
Ganguly, Karunesh
author_sort Ghuman, Harman
collection PubMed
description Loss of nervous system tissue after severe brain injury is a main determinant of poor functional recovery. Cell transplantation is a promising method to restore lost tissue and function, yet it remains unclear if transplanted neurons can demonstrate the population level dynamics important for movement control. Here we present a comprehensive approach for long-term single neuron monitoring and manipulation of transplanted embryonic cortical neurons after cortical injury in adult male mice performing a prehension task. The observed patterns of population activity in the transplanted network strongly resembled that of healthy networks. Specifically, the task-related spatiotemporal activity patterns of transplanted neurons could be represented by latent factors that evolve within a low dimensional manifold. We also demonstrate reliable modulation of the transplanted networks using minimally invasive epidural stimulation. Our approach may allow greater insight into how restoration of cell-type specific network dynamics in vivo can restore motor function.
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spelling pubmed-106405942023-11-11 Emergence of task-related spatiotemporal population dynamics in transplanted neurons Ghuman, Harman Kim, Kyungsoo Barati, Sapeeda Ganguly, Karunesh Nat Commun Article Loss of nervous system tissue after severe brain injury is a main determinant of poor functional recovery. Cell transplantation is a promising method to restore lost tissue and function, yet it remains unclear if transplanted neurons can demonstrate the population level dynamics important for movement control. Here we present a comprehensive approach for long-term single neuron monitoring and manipulation of transplanted embryonic cortical neurons after cortical injury in adult male mice performing a prehension task. The observed patterns of population activity in the transplanted network strongly resembled that of healthy networks. Specifically, the task-related spatiotemporal activity patterns of transplanted neurons could be represented by latent factors that evolve within a low dimensional manifold. We also demonstrate reliable modulation of the transplanted networks using minimally invasive epidural stimulation. Our approach may allow greater insight into how restoration of cell-type specific network dynamics in vivo can restore motor function. Nature Publishing Group UK 2023-11-11 /pmc/articles/PMC10640594/ /pubmed/37951968 http://dx.doi.org/10.1038/s41467-023-43081-w Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ghuman, Harman
Kim, Kyungsoo
Barati, Sapeeda
Ganguly, Karunesh
Emergence of task-related spatiotemporal population dynamics in transplanted neurons
title Emergence of task-related spatiotemporal population dynamics in transplanted neurons
title_full Emergence of task-related spatiotemporal population dynamics in transplanted neurons
title_fullStr Emergence of task-related spatiotemporal population dynamics in transplanted neurons
title_full_unstemmed Emergence of task-related spatiotemporal population dynamics in transplanted neurons
title_short Emergence of task-related spatiotemporal population dynamics in transplanted neurons
title_sort emergence of task-related spatiotemporal population dynamics in transplanted neurons
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10640594/
https://www.ncbi.nlm.nih.gov/pubmed/37951968
http://dx.doi.org/10.1038/s41467-023-43081-w
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