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Motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience
BACKGROUND: Implantable brain–computer interfaces (BCIs), functioning as motor neuroprostheses, have the potential to restore voluntary motor impulses to control digital devices and improve functional independence in patients with severe paralysis due to brain, spinal cord, peripheral nerve or muscl...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7848062/ https://www.ncbi.nlm.nih.gov/pubmed/33115813 http://dx.doi.org/10.1136/neurintsurg-2020-016862 |
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author | Oxley, Thomas J Yoo, Peter E Rind, Gil S Ronayne, Stephen M Lee, C M Sarah Bird, Christin Hampshire, Victoria Sharma, Rahul P Morokoff, Andrew Williams, Daryl L MacIsaac, Christopher Howard, Mark E Irving, Lou Vrljic, Ivan Williams, Cameron John, Sam E Weissenborn, Frank Dazenko, Madeleine Balabanski, Anna H Friedenberg, David Burkitt, Anthony N Wong, Yan T Drummond, Katharine J Desmond, Patricia Weber, Douglas Denison, Timothy Hochberg, Leigh R Mathers, Susan O'Brien, Terence J May, Clive N Mocco, J Grayden, David B Campbell, Bruce C V Mitchell, Peter Opie, Nicholas L |
author_facet | Oxley, Thomas J Yoo, Peter E Rind, Gil S Ronayne, Stephen M Lee, C M Sarah Bird, Christin Hampshire, Victoria Sharma, Rahul P Morokoff, Andrew Williams, Daryl L MacIsaac, Christopher Howard, Mark E Irving, Lou Vrljic, Ivan Williams, Cameron John, Sam E Weissenborn, Frank Dazenko, Madeleine Balabanski, Anna H Friedenberg, David Burkitt, Anthony N Wong, Yan T Drummond, Katharine J Desmond, Patricia Weber, Douglas Denison, Timothy Hochberg, Leigh R Mathers, Susan O'Brien, Terence J May, Clive N Mocco, J Grayden, David B Campbell, Bruce C V Mitchell, Peter Opie, Nicholas L |
author_sort | Oxley, Thomas J |
collection | PubMed |
description | BACKGROUND: Implantable brain–computer interfaces (BCIs), functioning as motor neuroprostheses, have the potential to restore voluntary motor impulses to control digital devices and improve functional independence in patients with severe paralysis due to brain, spinal cord, peripheral nerve or muscle dysfunction. However, reports to date have had limited clinical translation. METHODS: Two participants with amyotrophic lateral sclerosis (ALS) underwent implant in a single-arm, open-label, prospective, early feasibility study. Using a minimally invasive neurointervention procedure, a novel endovascular Stentrode BCI was implanted in the superior sagittal sinus adjacent to primary motor cortex. The participants undertook machine-learning-assisted training to use wirelessly transmitted electrocorticography signal associated with attempted movements to control multiple mouse-click actions, including zoom and left-click. Used in combination with an eye-tracker for cursor navigation, participants achieved Windows 10 operating system control to conduct instrumental activities of daily living (IADL) tasks. RESULTS: Unsupervised home use commenced from day 86 onwards for participant 1, and day 71 for participant 2. Participant 1 achieved a typing task average click selection accuracy of 92.63% (100.00%, 87.50%–100.00%) (trial mean (median, Q1–Q3)) at a rate of 13.81 (13.44, 10.96–16.09) correct characters per minute (CCPM) with predictive text disabled. Participant 2 achieved an average click selection accuracy of 93.18% (100.00%, 88.19%–100.00%) at 20.10 (17.73, 12.27–26.50) CCPM. Completion of IADL tasks including text messaging, online shopping and managing finances independently was demonstrated in both participants. CONCLUSION: We describe the first-in-human experience of a minimally invasive, fully implanted, wireless, ambulatory motor neuroprosthesis using an endovascular stent-electrode array to transmit electrocorticography signals from the motor cortex for multiple command control of digital devices in two participants with flaccid upper limb paralysis. |
format | Online Article Text |
id | pubmed-7848062 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-78480622021-02-08 Motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience Oxley, Thomas J Yoo, Peter E Rind, Gil S Ronayne, Stephen M Lee, C M Sarah Bird, Christin Hampshire, Victoria Sharma, Rahul P Morokoff, Andrew Williams, Daryl L MacIsaac, Christopher Howard, Mark E Irving, Lou Vrljic, Ivan Williams, Cameron John, Sam E Weissenborn, Frank Dazenko, Madeleine Balabanski, Anna H Friedenberg, David Burkitt, Anthony N Wong, Yan T Drummond, Katharine J Desmond, Patricia Weber, Douglas Denison, Timothy Hochberg, Leigh R Mathers, Susan O'Brien, Terence J May, Clive N Mocco, J Grayden, David B Campbell, Bruce C V Mitchell, Peter Opie, Nicholas L J Neurointerv Surg New Devices and Techniques BACKGROUND: Implantable brain–computer interfaces (BCIs), functioning as motor neuroprostheses, have the potential to restore voluntary motor impulses to control digital devices and improve functional independence in patients with severe paralysis due to brain, spinal cord, peripheral nerve or muscle dysfunction. However, reports to date have had limited clinical translation. METHODS: Two participants with amyotrophic lateral sclerosis (ALS) underwent implant in a single-arm, open-label, prospective, early feasibility study. Using a minimally invasive neurointervention procedure, a novel endovascular Stentrode BCI was implanted in the superior sagittal sinus adjacent to primary motor cortex. The participants undertook machine-learning-assisted training to use wirelessly transmitted electrocorticography signal associated with attempted movements to control multiple mouse-click actions, including zoom and left-click. Used in combination with an eye-tracker for cursor navigation, participants achieved Windows 10 operating system control to conduct instrumental activities of daily living (IADL) tasks. RESULTS: Unsupervised home use commenced from day 86 onwards for participant 1, and day 71 for participant 2. Participant 1 achieved a typing task average click selection accuracy of 92.63% (100.00%, 87.50%–100.00%) (trial mean (median, Q1–Q3)) at a rate of 13.81 (13.44, 10.96–16.09) correct characters per minute (CCPM) with predictive text disabled. Participant 2 achieved an average click selection accuracy of 93.18% (100.00%, 88.19%–100.00%) at 20.10 (17.73, 12.27–26.50) CCPM. Completion of IADL tasks including text messaging, online shopping and managing finances independently was demonstrated in both participants. CONCLUSION: We describe the first-in-human experience of a minimally invasive, fully implanted, wireless, ambulatory motor neuroprosthesis using an endovascular stent-electrode array to transmit electrocorticography signals from the motor cortex for multiple command control of digital devices in two participants with flaccid upper limb paralysis. BMJ Publishing Group 2021-02 2020-10-28 /pmc/articles/PMC7848062/ /pubmed/33115813 http://dx.doi.org/10.1136/neurintsurg-2020-016862 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/ http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | New Devices and Techniques Oxley, Thomas J Yoo, Peter E Rind, Gil S Ronayne, Stephen M Lee, C M Sarah Bird, Christin Hampshire, Victoria Sharma, Rahul P Morokoff, Andrew Williams, Daryl L MacIsaac, Christopher Howard, Mark E Irving, Lou Vrljic, Ivan Williams, Cameron John, Sam E Weissenborn, Frank Dazenko, Madeleine Balabanski, Anna H Friedenberg, David Burkitt, Anthony N Wong, Yan T Drummond, Katharine J Desmond, Patricia Weber, Douglas Denison, Timothy Hochberg, Leigh R Mathers, Susan O'Brien, Terence J May, Clive N Mocco, J Grayden, David B Campbell, Bruce C V Mitchell, Peter Opie, Nicholas L Motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience |
title | Motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience |
title_full | Motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience |
title_fullStr | Motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience |
title_full_unstemmed | Motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience |
title_short | Motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience |
title_sort | motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience |
topic | New Devices and Techniques |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7848062/ https://www.ncbi.nlm.nih.gov/pubmed/33115813 http://dx.doi.org/10.1136/neurintsurg-2020-016862 |
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