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Altered structural connectivity in olfactory disfunction after mild COVID-19 using probabilistic tractography
We aimed to investigate changes in olfactory bulb volume and brain network in the white matter (WM) in patients with persistent olfactory disfunction (OD) following COVID-19. A cross-sectional study evaluated 38 participants with OD after mild COVID-19 and 24 controls, including Sniffin' Sticks...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10412532/ https://www.ncbi.nlm.nih.gov/pubmed/37558765 http://dx.doi.org/10.1038/s41598-023-40115-7 |
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author | Bispo, Diógenes Diego de Carvalho Brandão, Pedro Renato de Paula Pereira, Danilo Assis Maluf, Fernando Bisinoto Dias, Bruna Arrais Paranhos, Hugo Rafael von Glehn, Felipe de Oliveira, Augusto César Penalva Soares, Alexandre Anderson de Sousa Munhoz Descoteaux, Maxime Regattieri, Neysa Aparecida Tinoco |
author_facet | Bispo, Diógenes Diego de Carvalho Brandão, Pedro Renato de Paula Pereira, Danilo Assis Maluf, Fernando Bisinoto Dias, Bruna Arrais Paranhos, Hugo Rafael von Glehn, Felipe de Oliveira, Augusto César Penalva Soares, Alexandre Anderson de Sousa Munhoz Descoteaux, Maxime Regattieri, Neysa Aparecida Tinoco |
author_sort | Bispo, Diógenes Diego de Carvalho |
collection | PubMed |
description | We aimed to investigate changes in olfactory bulb volume and brain network in the white matter (WM) in patients with persistent olfactory disfunction (OD) following COVID-19. A cross-sectional study evaluated 38 participants with OD after mild COVID-19 and 24 controls, including Sniffin' Sticks identification test (SS-16), MoCA, and brain magnetic resonance imaging. Network-Based Statistics (NBS) and graph theoretical analysis were used to explore the WM. The COVID-19 group had reduced olfactory bulb volume compared to controls. In NBS, COVID-19 patients showed increased structural connectivity in a subnetwork comprising parietal brain regions. Regarding global network topological properties, patients exhibited lower global and local efficiency and higher assortativity than controls. Concerning local network topological properties, patients had reduced local efficiency (left lateral orbital gyrus and pallidum), increased clustering (left lateral orbital gyrus), increased nodal strength (right anterior orbital gyrus), and reduced nodal strength (left amygdala). SS-16 test score was negatively correlated with clustering of whole-brain WM in the COVID-19 group. Thus, patients with OD after COVID-19 had relevant WM network dysfunction with increased connectivity in the parietal sensory cortex. Reduced integration and increased segregation are observed within olfactory-related brain areas might be due to compensatory plasticity mechanisms devoted to recovering olfactory function. |
format | Online Article Text |
id | pubmed-10412532 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-104125322023-08-11 Altered structural connectivity in olfactory disfunction after mild COVID-19 using probabilistic tractography Bispo, Diógenes Diego de Carvalho Brandão, Pedro Renato de Paula Pereira, Danilo Assis Maluf, Fernando Bisinoto Dias, Bruna Arrais Paranhos, Hugo Rafael von Glehn, Felipe de Oliveira, Augusto César Penalva Soares, Alexandre Anderson de Sousa Munhoz Descoteaux, Maxime Regattieri, Neysa Aparecida Tinoco Sci Rep Article We aimed to investigate changes in olfactory bulb volume and brain network in the white matter (WM) in patients with persistent olfactory disfunction (OD) following COVID-19. A cross-sectional study evaluated 38 participants with OD after mild COVID-19 and 24 controls, including Sniffin' Sticks identification test (SS-16), MoCA, and brain magnetic resonance imaging. Network-Based Statistics (NBS) and graph theoretical analysis were used to explore the WM. The COVID-19 group had reduced olfactory bulb volume compared to controls. In NBS, COVID-19 patients showed increased structural connectivity in a subnetwork comprising parietal brain regions. Regarding global network topological properties, patients exhibited lower global and local efficiency and higher assortativity than controls. Concerning local network topological properties, patients had reduced local efficiency (left lateral orbital gyrus and pallidum), increased clustering (left lateral orbital gyrus), increased nodal strength (right anterior orbital gyrus), and reduced nodal strength (left amygdala). SS-16 test score was negatively correlated with clustering of whole-brain WM in the COVID-19 group. Thus, patients with OD after COVID-19 had relevant WM network dysfunction with increased connectivity in the parietal sensory cortex. Reduced integration and increased segregation are observed within olfactory-related brain areas might be due to compensatory plasticity mechanisms devoted to recovering olfactory function. Nature Publishing Group UK 2023-08-09 /pmc/articles/PMC10412532/ /pubmed/37558765 http://dx.doi.org/10.1038/s41598-023-40115-7 Text en © The Author(s) 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 Bispo, Diógenes Diego de Carvalho Brandão, Pedro Renato de Paula Pereira, Danilo Assis Maluf, Fernando Bisinoto Dias, Bruna Arrais Paranhos, Hugo Rafael von Glehn, Felipe de Oliveira, Augusto César Penalva Soares, Alexandre Anderson de Sousa Munhoz Descoteaux, Maxime Regattieri, Neysa Aparecida Tinoco Altered structural connectivity in olfactory disfunction after mild COVID-19 using probabilistic tractography |
title | Altered structural connectivity in olfactory disfunction after mild COVID-19 using probabilistic tractography |
title_full | Altered structural connectivity in olfactory disfunction after mild COVID-19 using probabilistic tractography |
title_fullStr | Altered structural connectivity in olfactory disfunction after mild COVID-19 using probabilistic tractography |
title_full_unstemmed | Altered structural connectivity in olfactory disfunction after mild COVID-19 using probabilistic tractography |
title_short | Altered structural connectivity in olfactory disfunction after mild COVID-19 using probabilistic tractography |
title_sort | altered structural connectivity in olfactory disfunction after mild covid-19 using probabilistic tractography |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10412532/ https://www.ncbi.nlm.nih.gov/pubmed/37558765 http://dx.doi.org/10.1038/s41598-023-40115-7 |
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