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Cortical propagation tracks functional recovery after stroke
Stroke is a debilitating condition affecting millions of people worldwide. The development of improved rehabilitation therapies rests on finding biomarkers suitable for tracking functional damage and recovery. To achieve this goal, we perform a spatiotemporal analysis of cortical activity obtained b...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8159272/ https://www.ncbi.nlm.nih.gov/pubmed/33999967 http://dx.doi.org/10.1371/journal.pcbi.1008963 |
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author | Cecchini, Gloria Scaglione, Alessandro Allegra Mascaro, Anna Letizia Checcucci, Curzio Conti, Emilia Adam, Ihusan Fanelli, Duccio Livi, Roberto Pavone, Francesco Saverio Kreuz, Thomas |
author_facet | Cecchini, Gloria Scaglione, Alessandro Allegra Mascaro, Anna Letizia Checcucci, Curzio Conti, Emilia Adam, Ihusan Fanelli, Duccio Livi, Roberto Pavone, Francesco Saverio Kreuz, Thomas |
author_sort | Cecchini, Gloria |
collection | PubMed |
description | Stroke is a debilitating condition affecting millions of people worldwide. The development of improved rehabilitation therapies rests on finding biomarkers suitable for tracking functional damage and recovery. To achieve this goal, we perform a spatiotemporal analysis of cortical activity obtained by wide-field calcium images in mice before and after stroke. We compare spontaneous recovery with three different post-stroke rehabilitation paradigms, motor training alone, pharmacological contralesional inactivation and both combined. We identify three novel indicators that are able to track how movement-evoked global activation patterns are impaired by stroke and evolve during rehabilitation: the duration, the smoothness, and the angle of individual propagation events. Results show that, compared to pre-stroke conditions, propagation of cortical activity in the subacute phase right after stroke is slowed down and more irregular. When comparing rehabilitation paradigms, we find that mice treated with both motor training and pharmacological intervention, the only group associated with generalized recovery, manifest new propagation patterns, that are even faster and smoother than before the stroke. In conclusion, our new spatiotemporal propagation indicators could represent promising biomarkers that are able to uncover neural correlates not only of motor deficits caused by stroke but also of functional recovery during rehabilitation. In turn, these insights could pave the way towards more targeted post-stroke therapies. |
format | Online Article Text |
id | pubmed-8159272 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-81592722021-06-10 Cortical propagation tracks functional recovery after stroke Cecchini, Gloria Scaglione, Alessandro Allegra Mascaro, Anna Letizia Checcucci, Curzio Conti, Emilia Adam, Ihusan Fanelli, Duccio Livi, Roberto Pavone, Francesco Saverio Kreuz, Thomas PLoS Comput Biol Research Article Stroke is a debilitating condition affecting millions of people worldwide. The development of improved rehabilitation therapies rests on finding biomarkers suitable for tracking functional damage and recovery. To achieve this goal, we perform a spatiotemporal analysis of cortical activity obtained by wide-field calcium images in mice before and after stroke. We compare spontaneous recovery with three different post-stroke rehabilitation paradigms, motor training alone, pharmacological contralesional inactivation and both combined. We identify three novel indicators that are able to track how movement-evoked global activation patterns are impaired by stroke and evolve during rehabilitation: the duration, the smoothness, and the angle of individual propagation events. Results show that, compared to pre-stroke conditions, propagation of cortical activity in the subacute phase right after stroke is slowed down and more irregular. When comparing rehabilitation paradigms, we find that mice treated with both motor training and pharmacological intervention, the only group associated with generalized recovery, manifest new propagation patterns, that are even faster and smoother than before the stroke. In conclusion, our new spatiotemporal propagation indicators could represent promising biomarkers that are able to uncover neural correlates not only of motor deficits caused by stroke but also of functional recovery during rehabilitation. In turn, these insights could pave the way towards more targeted post-stroke therapies. Public Library of Science 2021-05-17 /pmc/articles/PMC8159272/ /pubmed/33999967 http://dx.doi.org/10.1371/journal.pcbi.1008963 Text en © 2021 Cecchini et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Cecchini, Gloria Scaglione, Alessandro Allegra Mascaro, Anna Letizia Checcucci, Curzio Conti, Emilia Adam, Ihusan Fanelli, Duccio Livi, Roberto Pavone, Francesco Saverio Kreuz, Thomas Cortical propagation tracks functional recovery after stroke |
title | Cortical propagation tracks functional recovery after stroke |
title_full | Cortical propagation tracks functional recovery after stroke |
title_fullStr | Cortical propagation tracks functional recovery after stroke |
title_full_unstemmed | Cortical propagation tracks functional recovery after stroke |
title_short | Cortical propagation tracks functional recovery after stroke |
title_sort | cortical propagation tracks functional recovery after stroke |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8159272/ https://www.ncbi.nlm.nih.gov/pubmed/33999967 http://dx.doi.org/10.1371/journal.pcbi.1008963 |
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