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Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface
Calcium imaging is a powerful tool for recording from large populations of neurons in vivo. Imaging in rhesus macaque motor cortex can enable the discovery of fundamental principles of motor cortical function and can inform the design of next generation brain-computer interfaces (BCIs). Surface two-...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8211867/ https://www.ncbi.nlm.nih.gov/pubmed/34140486 http://dx.doi.org/10.1038/s41467-021-23884-5 |
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author | Trautmann, Eric M. O’Shea, Daniel J. Sun, Xulu Marshel, James H. Crow, Ailey Hsueh, Brian Vesuna, Sam Cofer, Lucas Bohner, Gergő Allen, Will Kauvar, Isaac Quirin, Sean MacDougall, Matthew Chen, Yuzhi Whitmire, Matthew P. Ramakrishnan, Charu Sahani, Maneesh Seidemann, Eyal Ryu, Stephen I. Deisseroth, Karl Shenoy, Krishna V. |
author_facet | Trautmann, Eric M. O’Shea, Daniel J. Sun, Xulu Marshel, James H. Crow, Ailey Hsueh, Brian Vesuna, Sam Cofer, Lucas Bohner, Gergő Allen, Will Kauvar, Isaac Quirin, Sean MacDougall, Matthew Chen, Yuzhi Whitmire, Matthew P. Ramakrishnan, Charu Sahani, Maneesh Seidemann, Eyal Ryu, Stephen I. Deisseroth, Karl Shenoy, Krishna V. |
author_sort | Trautmann, Eric M. |
collection | PubMed |
description | Calcium imaging is a powerful tool for recording from large populations of neurons in vivo. Imaging in rhesus macaque motor cortex can enable the discovery of fundamental principles of motor cortical function and can inform the design of next generation brain-computer interfaces (BCIs). Surface two-photon imaging, however, cannot presently access somatic calcium signals of neurons from all layers of macaque motor cortex due to photon scattering. Here, we demonstrate an implant and imaging system capable of chronic, motion-stabilized two-photon imaging of neuronal calcium signals from macaques engaged in a motor task. By imaging apical dendrites, we achieved optical access to large populations of deep and superficial cortical neurons across dorsal premotor (PMd) and gyral primary motor (M1) cortices. Dendritic signals from individual neurons displayed tuning for different directions of arm movement. Combining several technical advances, we developed an optical BCI (oBCI) driven by these dendritic signalswhich successfully decoded movement direction online. By fusing two-photon functional imaging with CLARITY volumetric imaging, we verified that many imaged dendrites which contributed to oBCI decoding originated from layer 5 output neurons, including a putative Betz cell. This approach establishes new opportunities for studying motor control and designing BCIs via two photon imaging. |
format | Online Article Text |
id | pubmed-8211867 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-82118672021-07-01 Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface Trautmann, Eric M. O’Shea, Daniel J. Sun, Xulu Marshel, James H. Crow, Ailey Hsueh, Brian Vesuna, Sam Cofer, Lucas Bohner, Gergő Allen, Will Kauvar, Isaac Quirin, Sean MacDougall, Matthew Chen, Yuzhi Whitmire, Matthew P. Ramakrishnan, Charu Sahani, Maneesh Seidemann, Eyal Ryu, Stephen I. Deisseroth, Karl Shenoy, Krishna V. Nat Commun Article Calcium imaging is a powerful tool for recording from large populations of neurons in vivo. Imaging in rhesus macaque motor cortex can enable the discovery of fundamental principles of motor cortical function and can inform the design of next generation brain-computer interfaces (BCIs). Surface two-photon imaging, however, cannot presently access somatic calcium signals of neurons from all layers of macaque motor cortex due to photon scattering. Here, we demonstrate an implant and imaging system capable of chronic, motion-stabilized two-photon imaging of neuronal calcium signals from macaques engaged in a motor task. By imaging apical dendrites, we achieved optical access to large populations of deep and superficial cortical neurons across dorsal premotor (PMd) and gyral primary motor (M1) cortices. Dendritic signals from individual neurons displayed tuning for different directions of arm movement. Combining several technical advances, we developed an optical BCI (oBCI) driven by these dendritic signalswhich successfully decoded movement direction online. By fusing two-photon functional imaging with CLARITY volumetric imaging, we verified that many imaged dendrites which contributed to oBCI decoding originated from layer 5 output neurons, including a putative Betz cell. This approach establishes new opportunities for studying motor control and designing BCIs via two photon imaging. Nature Publishing Group UK 2021-06-17 /pmc/articles/PMC8211867/ /pubmed/34140486 http://dx.doi.org/10.1038/s41467-021-23884-5 Text en © The Author(s) 2021 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Trautmann, Eric M. O’Shea, Daniel J. Sun, Xulu Marshel, James H. Crow, Ailey Hsueh, Brian Vesuna, Sam Cofer, Lucas Bohner, Gergő Allen, Will Kauvar, Isaac Quirin, Sean MacDougall, Matthew Chen, Yuzhi Whitmire, Matthew P. Ramakrishnan, Charu Sahani, Maneesh Seidemann, Eyal Ryu, Stephen I. Deisseroth, Karl Shenoy, Krishna V. Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface |
title | Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface |
title_full | Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface |
title_fullStr | Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface |
title_full_unstemmed | Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface |
title_short | Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface |
title_sort | dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8211867/ https://www.ncbi.nlm.nih.gov/pubmed/34140486 http://dx.doi.org/10.1038/s41467-021-23884-5 |
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