Altered structural connectivity in olfactory disfunction after mild COVID‑19 using probabilistic tractography

Detalhes bibliográficos
Autor(a) principal: Bispo, Diógenes Diego de Carvalho
Data de Publicação: 2023
Outros Autores: Brandão, Pedro Renato de Paula, Pereira, Danilo Assis, Maluf, Fernando Bisinoto, Dias, Bruna Arrais, Paranhos, Hugo Rafael, Glehn, Felipe von, Oliveira, Augusto César Penalva de, Soares, Alexandre Anderson de Sousa Munhoz, Descoteaux, Maxime, Regattieri, Neysa Aparecida Tinoco
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UnB
Texto Completo: http://repositorio.unb.br/handle/10482/50397
https://doi.org/10.1038/s41598-023-40115-7
Resumo: 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.
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spelling Altered structural connectivity in olfactory disfunction after mild COVID‑19 using probabilistic tractographyDisfunção olfativaCovid-19We 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.Faculdade de Medicina (FM)Hospital Universitário de Brasília (HUB)Springer NatureUniversity of Brasilia, Brasilia University Hospital, Diagnostic Imaging UnitUniversity of Brasilia, Faculty of MedicineUniversity of Brasilia, Neuroscience and Behavior LabHospital Sírio-Libanês, BrasíliaBrazilian Institute of Neuropsychology and Cognitive Sciences, Advanced Psychometry LaboratoryHospital Santa Marta, Department of Radiology, TaguatingaHospital Santa Marta, Department of Radiology, TaguatingaHospital Santa Marta, Department of Radiology, TaguatingaUniversity of Brasilia, Faculty of MedicineHospital Sírio-Libanês, BrasíliaInstituto de Infectologia Emílio Ribas, Department of NeurologyUniversity of Brasilia, Faculty of MedicineUniversity of Sherbrooke, Sherbrooke Connectivity Imaging Lab, Sherbrooke, QC, CanadaUniversity of Brasilia, Faculty of MedicineBispo, Diógenes Diego de CarvalhoBrandão, Pedro Renato de PaulaPereira, Danilo AssisMaluf, Fernando BisinotoDias, Bruna ArraisParanhos, Hugo RafaelGlehn, Felipe vonOliveira, Augusto César Penalva deSoares, Alexandre Anderson de Sousa MunhozDescoteaux, MaximeRegattieri, Neysa Aparecida Tinoco2024-09-20T15:46:26Z2024-09-20T15:46:26Z2023info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfBISPO, Diógenes Diego de Carvalho et al. Altered structural connectivity in olfactory disfunction after mild COVID‑19 using probabilistic tractography. Scientific Reports, [S. l.], v. 13, art. n.12886, 2023. DOI: https://doi.org/10.1038/s41598-023-40115-7. Disponível em: 20 set. 2024.http://repositorio.unb.br/handle/10482/50397https://doi.org/10.1038/s41598-023-40115-7eng(CC BY) 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/.info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UnBinstname:Universidade de Brasília (UnB)instacron:UNB2024-09-25T10:50:06Zoai:repositorio.unb.br:10482/50397Repositório InstitucionalPUBhttps://repositorio.unb.br/oai/requestrepositorio@unb.bropendoar:2024-09-25T10:50:06Repositório Institucional da UnB - Universidade de Brasília (UnB)false
dc.title.none.fl_str_mv 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
spellingShingle Altered structural connectivity in olfactory disfunction after mild COVID‑19 using probabilistic tractography
Bispo, Diógenes Diego de Carvalho
Disfunção olfativa
Covid-19
title_short 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_sort Altered structural connectivity in olfactory disfunction after mild COVID‑19 using probabilistic tractography
author Bispo, Diógenes Diego de Carvalho
author_facet Bispo, Diógenes Diego de Carvalho
Brandão, Pedro Renato de Paula
Pereira, Danilo Assis
Maluf, Fernando Bisinoto
Dias, Bruna Arrais
Paranhos, Hugo Rafael
Glehn, Felipe von
Oliveira, Augusto César Penalva de
Soares, Alexandre Anderson de Sousa Munhoz
Descoteaux, Maxime
Regattieri, Neysa Aparecida Tinoco
author_role author
author2 Brandão, Pedro Renato de Paula
Pereira, Danilo Assis
Maluf, Fernando Bisinoto
Dias, Bruna Arrais
Paranhos, Hugo Rafael
Glehn, Felipe von
Oliveira, Augusto César Penalva de
Soares, Alexandre Anderson de Sousa Munhoz
Descoteaux, Maxime
Regattieri, Neysa Aparecida Tinoco
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv University of Brasilia, Brasilia University Hospital, Diagnostic Imaging Unit
University of Brasilia, Faculty of Medicine
University of Brasilia, Neuroscience and Behavior Lab
Hospital Sírio-Libanês, Brasília
Brazilian Institute of Neuropsychology and Cognitive Sciences, Advanced Psychometry Laboratory
Hospital Santa Marta, Department of Radiology, Taguatinga
Hospital Santa Marta, Department of Radiology, Taguatinga
Hospital Santa Marta, Department of Radiology, Taguatinga
University of Brasilia, Faculty of Medicine
Hospital Sírio-Libanês, Brasília
Instituto de Infectologia Emílio Ribas, Department of Neurology
University of Brasilia, Faculty of Medicine
University of Sherbrooke, Sherbrooke Connectivity Imaging Lab, Sherbrooke, QC, Canada
University of Brasilia, Faculty of Medicine
dc.contributor.author.fl_str_mv Bispo, Diógenes Diego de Carvalho
Brandão, Pedro Renato de Paula
Pereira, Danilo Assis
Maluf, Fernando Bisinoto
Dias, Bruna Arrais
Paranhos, Hugo Rafael
Glehn, Felipe von
Oliveira, Augusto César Penalva de
Soares, Alexandre Anderson de Sousa Munhoz
Descoteaux, Maxime
Regattieri, Neysa Aparecida Tinoco
dc.subject.por.fl_str_mv Disfunção olfativa
Covid-19
topic Disfunção olfativa
Covid-19
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.
publishDate 2023
dc.date.none.fl_str_mv 2023
2024-09-20T15:46:26Z
2024-09-20T15:46:26Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv BISPO, Diógenes Diego de Carvalho et al. Altered structural connectivity in olfactory disfunction after mild COVID‑19 using probabilistic tractography. Scientific Reports, [S. l.], v. 13, art. n.12886, 2023. DOI: https://doi.org/10.1038/s41598-023-40115-7. Disponível em: 20 set. 2024.
http://repositorio.unb.br/handle/10482/50397
https://doi.org/10.1038/s41598-023-40115-7
identifier_str_mv BISPO, Diógenes Diego de Carvalho et al. Altered structural connectivity in olfactory disfunction after mild COVID‑19 using probabilistic tractography. Scientific Reports, [S. l.], v. 13, art. n.12886, 2023. DOI: https://doi.org/10.1038/s41598-023-40115-7. Disponível em: 20 set. 2024.
url http://repositorio.unb.br/handle/10482/50397
https://doi.org/10.1038/s41598-023-40115-7
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer Nature
publisher.none.fl_str_mv Springer Nature
dc.source.none.fl_str_mv reponame:Repositório Institucional da UnB
instname:Universidade de Brasília (UnB)
instacron:UNB
instname_str Universidade de Brasília (UnB)
instacron_str UNB
institution UNB
reponame_str Repositório Institucional da UnB
collection Repositório Institucional da UnB
repository.name.fl_str_mv Repositório Institucional da UnB - Universidade de Brasília (UnB)
repository.mail.fl_str_mv repositorio@unb.br
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