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Structural brain changes in post‐acute COVID‐19 patients with persistent olfactory dysfunction
Objective This research aims to study structural brain changes in patients with persistent olfactory dysfunctions after coronavirus disease 2019 (COVID‐19). Methods COVID‐19 patients were evaluated using T1‐weighted and diffusion tensor imaging (DTI) on a 3T MRI scanner, 9.94 ± 3.83 months after COV...
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Published in: | Annals of clinical and translational neurology 2023-02, Vol.10 (2), p.195-203 |
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creator | Campabadal, Anna Oltra, Javier Junqué, Carme Guillen, Núria Botí, María Ángeles Sala‐Llonch, Roser Monté‐Rubio, Gemma C. Lledó, Gema Bargalló, Nuria Rami, Lorena Sánchez‐Valle, Raquel Segura, Bàrbara |
description | Objective
This research aims to study structural brain changes in patients with persistent olfactory dysfunctions after coronavirus disease 2019 (COVID‐19).
Methods
COVID‐19 patients were evaluated using T1‐weighted and diffusion tensor imaging (DTI) on a 3T MRI scanner, 9.94 ± 3.83 months after COVID‐19 diagnosis. Gray matter (GM) voxel‐based morphometry was performed using FSL‐VBM. Voxelwise statistical analysis of the fractional anisotropy, mean diffusivity (MD), radial diffusivity (RD), and axial diffusivity was carried out with the tract‐based spatial statistics in the olfactory system. The smell identification test (UPSIT) was used to classify patients as normal olfaction or olfactory dysfunction groups. Intergroup comparisons between GM and DTI measures were computed, as well as correlations with the UPSIT scores.
Results
Forty‐eight COVID‐19 patients were included in the study. Twenty‐three were classified as olfactory dysfunction, and 25 as normal olfaction. The olfactory dysfunction group had lower GM volume in a cluster involving the left amygdala, insular cortex, parahippocampal gyrus, frontal superior and inferior orbital gyri, gyrus rectus, olfactory cortex, caudate, and putamen. This group also showed higher MD values in the genu of the corpus callosum, the orbitofrontal area, the anterior thalamic radiation, and the forceps minor; and higher RD values in the anterior corona radiata, the genu of the corpus callosum, and uncinate fasciculus compared with the normal olfaction group. The UPSIT scores for the whole sample were negatively associated with both MD and RD values (p‐value ≤0.05 FWE‐corrected).
Interpretation
There is decreased GM volume and increased MD in olfactory‐related regions explaining prolonged olfactory deficits in post‐acute COVID‐19 patients. |
doi_str_mv | 10.1002/acn3.51710 |
format | article |
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This research aims to study structural brain changes in patients with persistent olfactory dysfunctions after coronavirus disease 2019 (COVID‐19).
Methods
COVID‐19 patients were evaluated using T1‐weighted and diffusion tensor imaging (DTI) on a 3T MRI scanner, 9.94 ± 3.83 months after COVID‐19 diagnosis. Gray matter (GM) voxel‐based morphometry was performed using FSL‐VBM. Voxelwise statistical analysis of the fractional anisotropy, mean diffusivity (MD), radial diffusivity (RD), and axial diffusivity was carried out with the tract‐based spatial statistics in the olfactory system. The smell identification test (UPSIT) was used to classify patients as normal olfaction or olfactory dysfunction groups. Intergroup comparisons between GM and DTI measures were computed, as well as correlations with the UPSIT scores.
Results
Forty‐eight COVID‐19 patients were included in the study. Twenty‐three were classified as olfactory dysfunction, and 25 as normal olfaction. The olfactory dysfunction group had lower GM volume in a cluster involving the left amygdala, insular cortex, parahippocampal gyrus, frontal superior and inferior orbital gyri, gyrus rectus, olfactory cortex, caudate, and putamen. This group also showed higher MD values in the genu of the corpus callosum, the orbitofrontal area, the anterior thalamic radiation, and the forceps minor; and higher RD values in the anterior corona radiata, the genu of the corpus callosum, and uncinate fasciculus compared with the normal olfaction group. The UPSIT scores for the whole sample were negatively associated with both MD and RD values (p‐value ≤0.05 FWE‐corrected).
Interpretation
There is decreased GM volume and increased MD in olfactory‐related regions explaining prolonged olfactory deficits in post‐acute COVID‐19 patients.</description><identifier>ISSN: 2328-9503</identifier><identifier>EISSN: 2328-9503</identifier><identifier>DOI: 10.1002/acn3.51710</identifier><identifier>PMID: 36525472</identifier><language>eng</language><publisher>United States: John Wiley & Sons, Inc</publisher><subject>Alzheimer's disease ; Automation ; Brain - diagnostic imaging ; Coronaviruses ; COVID-19 ; COVID-19 - complications ; COVID-19 - diagnostic imaging ; COVID-19 Testing ; Diffusion Tensor Imaging - methods ; Hospitals ; Humans ; Infections ; Magnetic resonance imaging ; Medical imaging ; Morphology ; Neuroimaging ; Olfaction disorders ; Olfaction Disorders - diagnostic imaging ; Olfaction Disorders - etiology ; Patients ; Registration ; Severe acute respiratory syndrome coronavirus 2 ; Smell ; Software</subject><ispartof>Annals of clinical and translational neurology, 2023-02, Vol.10 (2), p.195-203</ispartof><rights>2022 The Authors. published by Wiley Periodicals LLC on behalf of American Neurological Association.</rights><rights>2022 The Authors. Annals of Clinical and Translational Neurology published by Wiley Periodicals LLC on behalf of American Neurological Association.</rights><rights>2023. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5140-f6b79db9a0c8155d24cc1511c8c103268090aea1c083516dfb72e896528cdf063</citedby><cites>FETCH-LOGICAL-c5140-f6b79db9a0c8155d24cc1511c8c103268090aea1c083516dfb72e896528cdf063</cites><orcidid>0000-0003-2963-6929 ; 0000-0002-0425-6519 ; 0000-0002-3532-2224 ; 0000-0003-3576-0475 ; 0000-0002-9268-4504 ; 0000-0002-9673-5479 ; 0000-0001-7750-896X ; 0000-0002-2833-4884 ; 0000-0001-6284-5402 ; 0000-0002-6381-3063 ; 0000-0002-7411-1921 ; 0000-0002-1341-9834</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2776395629/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2776395629?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,11562,25753,27924,27925,37012,37013,38516,43895,44590,46052,46476,53791,53793,74412,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36525472$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Campabadal, Anna</creatorcontrib><creatorcontrib>Oltra, Javier</creatorcontrib><creatorcontrib>Junqué, Carme</creatorcontrib><creatorcontrib>Guillen, Núria</creatorcontrib><creatorcontrib>Botí, María Ángeles</creatorcontrib><creatorcontrib>Sala‐Llonch, Roser</creatorcontrib><creatorcontrib>Monté‐Rubio, Gemma C.</creatorcontrib><creatorcontrib>Lledó, Gema</creatorcontrib><creatorcontrib>Bargalló, Nuria</creatorcontrib><creatorcontrib>Rami, Lorena</creatorcontrib><creatorcontrib>Sánchez‐Valle, Raquel</creatorcontrib><creatorcontrib>Segura, Bàrbara</creatorcontrib><title>Structural brain changes in post‐acute COVID‐19 patients with persistent olfactory dysfunction</title><title>Annals of clinical and translational neurology</title><addtitle>Ann Clin Transl Neurol</addtitle><description>Objective
This research aims to study structural brain changes in patients with persistent olfactory dysfunctions after coronavirus disease 2019 (COVID‐19).
Methods
COVID‐19 patients were evaluated using T1‐weighted and diffusion tensor imaging (DTI) on a 3T MRI scanner, 9.94 ± 3.83 months after COVID‐19 diagnosis. Gray matter (GM) voxel‐based morphometry was performed using FSL‐VBM. Voxelwise statistical analysis of the fractional anisotropy, mean diffusivity (MD), radial diffusivity (RD), and axial diffusivity was carried out with the tract‐based spatial statistics in the olfactory system. The smell identification test (UPSIT) was used to classify patients as normal olfaction or olfactory dysfunction groups. Intergroup comparisons between GM and DTI measures were computed, as well as correlations with the UPSIT scores.
Results
Forty‐eight COVID‐19 patients were included in the study. Twenty‐three were classified as olfactory dysfunction, and 25 as normal olfaction. The olfactory dysfunction group had lower GM volume in a cluster involving the left amygdala, insular cortex, parahippocampal gyrus, frontal superior and inferior orbital gyri, gyrus rectus, olfactory cortex, caudate, and putamen. This group also showed higher MD values in the genu of the corpus callosum, the orbitofrontal area, the anterior thalamic radiation, and the forceps minor; and higher RD values in the anterior corona radiata, the genu of the corpus callosum, and uncinate fasciculus compared with the normal olfaction group. The UPSIT scores for the whole sample were negatively associated with both MD and RD values (p‐value ≤0.05 FWE‐corrected).
Interpretation
There is decreased GM volume and increased MD in olfactory‐related regions explaining prolonged olfactory deficits in post‐acute COVID‐19 patients.</description><subject>Alzheimer's disease</subject><subject>Automation</subject><subject>Brain - diagnostic imaging</subject><subject>Coronaviruses</subject><subject>COVID-19</subject><subject>COVID-19 - complications</subject><subject>COVID-19 - diagnostic imaging</subject><subject>COVID-19 Testing</subject><subject>Diffusion Tensor Imaging - methods</subject><subject>Hospitals</subject><subject>Humans</subject><subject>Infections</subject><subject>Magnetic resonance imaging</subject><subject>Medical imaging</subject><subject>Morphology</subject><subject>Neuroimaging</subject><subject>Olfaction disorders</subject><subject>Olfaction Disorders - diagnostic imaging</subject><subject>Olfaction Disorders - etiology</subject><subject>Patients</subject><subject>Registration</subject><subject>Severe acute respiratory syndrome coronavirus 2</subject><subject>Smell</subject><subject>Software</subject><issn>2328-9503</issn><issn>2328-9503</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>COVID</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp9ks1u1DAQgC0EolXphQdAkbggpC3-iWP7glQtfytV9MDP1XLGzq5X2TjYTqu98Qg8I0-CuylVy4GTx-NPn2bGg9Bzgs8IxvSNgYGdcSIIfoSOKaNyoThmj-_FR-g0pS3GmBDKmaBP0RFrOOW1oMeo_ZLjBHmKpq_aaPxQwcYMa5eqEo4h5d8_fxmYsquWl99X78qNqGo02bshp-ra5001uph8yiVRhb4zkEPcV3afummA7MPwDD3pTJ_c6e15gr59eP91-WlxcflxtTy_WAAnNV50TSuUbZXBIAnnltYAhBMCEghmtJFYYeMMASwZJ43tWkGdVKUTCbbDDTtBq9lrg9nqMfqdiXsdjNeHRIhrbWL20DtNOdRW1aJta1Zzq6RjopZUWcrKDZvieju7xqndOQuluTKhB9KHL4Pf6HW40koKiQ_FvLoVxPBjcinrnU_g-t4MLkxJU8E5F4pJUtCX_6DbMMWhjKpQomGKN1QV6vVMQQwpRdfdFUOwvtkEfbMJ-rAJBX5xv_w79O-_F4DMwLXv3f4_Kn2-_Mxm6R9ih77O</recordid><startdate>202302</startdate><enddate>202302</enddate><creator>Campabadal, Anna</creator><creator>Oltra, Javier</creator><creator>Junqué, Carme</creator><creator>Guillen, Núria</creator><creator>Botí, María Ángeles</creator><creator>Sala‐Llonch, Roser</creator><creator>Monté‐Rubio, Gemma C.</creator><creator>Lledó, Gema</creator><creator>Bargalló, Nuria</creator><creator>Rami, Lorena</creator><creator>Sánchez‐Valle, Raquel</creator><creator>Segura, Bàrbara</creator><general>John Wiley & Sons, Inc</general><general>John Wiley and Sons Inc</general><general>Wiley</general><scope>24P</scope><scope>WIN</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88G</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>COVID</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>K9.</scope><scope>M0S</scope><scope>M2M</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-2963-6929</orcidid><orcidid>https://orcid.org/0000-0002-0425-6519</orcidid><orcidid>https://orcid.org/0000-0002-3532-2224</orcidid><orcidid>https://orcid.org/0000-0003-3576-0475</orcidid><orcidid>https://orcid.org/0000-0002-9268-4504</orcidid><orcidid>https://orcid.org/0000-0002-9673-5479</orcidid><orcidid>https://orcid.org/0000-0001-7750-896X</orcidid><orcidid>https://orcid.org/0000-0002-2833-4884</orcidid><orcidid>https://orcid.org/0000-0001-6284-5402</orcidid><orcidid>https://orcid.org/0000-0002-6381-3063</orcidid><orcidid>https://orcid.org/0000-0002-7411-1921</orcidid><orcidid>https://orcid.org/0000-0002-1341-9834</orcidid></search><sort><creationdate>202302</creationdate><title>Structural brain changes in post‐acute COVID‐19 patients with persistent olfactory dysfunction</title><author>Campabadal, Anna ; Oltra, Javier ; Junqué, Carme ; Guillen, Núria ; Botí, María Ángeles ; Sala‐Llonch, Roser ; Monté‐Rubio, Gemma C. ; Lledó, Gema ; Bargalló, Nuria ; Rami, Lorena ; Sánchez‐Valle, Raquel ; Segura, Bàrbara</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5140-f6b79db9a0c8155d24cc1511c8c103268090aea1c083516dfb72e896528cdf063</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Alzheimer's disease</topic><topic>Automation</topic><topic>Brain - diagnostic imaging</topic><topic>Coronaviruses</topic><topic>COVID-19</topic><topic>COVID-19 - complications</topic><topic>COVID-19 - diagnostic imaging</topic><topic>COVID-19 Testing</topic><topic>Diffusion Tensor Imaging - methods</topic><topic>Hospitals</topic><topic>Humans</topic><topic>Infections</topic><topic>Magnetic resonance imaging</topic><topic>Medical imaging</topic><topic>Morphology</topic><topic>Neuroimaging</topic><topic>Olfaction disorders</topic><topic>Olfaction Disorders - diagnostic imaging</topic><topic>Olfaction Disorders - etiology</topic><topic>Patients</topic><topic>Registration</topic><topic>Severe acute respiratory syndrome coronavirus 2</topic><topic>Smell</topic><topic>Software</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Campabadal, Anna</creatorcontrib><creatorcontrib>Oltra, Javier</creatorcontrib><creatorcontrib>Junqué, Carme</creatorcontrib><creatorcontrib>Guillen, Núria</creatorcontrib><creatorcontrib>Botí, María Ángeles</creatorcontrib><creatorcontrib>Sala‐Llonch, Roser</creatorcontrib><creatorcontrib>Monté‐Rubio, Gemma C.</creatorcontrib><creatorcontrib>Lledó, Gema</creatorcontrib><creatorcontrib>Bargalló, Nuria</creatorcontrib><creatorcontrib>Rami, Lorena</creatorcontrib><creatorcontrib>Sánchez‐Valle, Raquel</creatorcontrib><creatorcontrib>Segura, Bàrbara</creatorcontrib><collection>Wiley Open Access</collection><collection>Wiley-Blackwell Free Backfiles(OpenAccess)</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Psychology Database (Alumni)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Coronavirus Research Database</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Psychology Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ</collection><jtitle>Annals of clinical and translational neurology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Campabadal, Anna</au><au>Oltra, Javier</au><au>Junqué, Carme</au><au>Guillen, Núria</au><au>Botí, María Ángeles</au><au>Sala‐Llonch, Roser</au><au>Monté‐Rubio, Gemma C.</au><au>Lledó, Gema</au><au>Bargalló, Nuria</au><au>Rami, Lorena</au><au>Sánchez‐Valle, Raquel</au><au>Segura, Bàrbara</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Structural brain changes in post‐acute COVID‐19 patients with persistent olfactory dysfunction</atitle><jtitle>Annals of clinical and translational neurology</jtitle><addtitle>Ann Clin Transl Neurol</addtitle><date>2023-02</date><risdate>2023</risdate><volume>10</volume><issue>2</issue><spage>195</spage><epage>203</epage><pages>195-203</pages><issn>2328-9503</issn><eissn>2328-9503</eissn><abstract>Objective
This research aims to study structural brain changes in patients with persistent olfactory dysfunctions after coronavirus disease 2019 (COVID‐19).
Methods
COVID‐19 patients were evaluated using T1‐weighted and diffusion tensor imaging (DTI) on a 3T MRI scanner, 9.94 ± 3.83 months after COVID‐19 diagnosis. Gray matter (GM) voxel‐based morphometry was performed using FSL‐VBM. Voxelwise statistical analysis of the fractional anisotropy, mean diffusivity (MD), radial diffusivity (RD), and axial diffusivity was carried out with the tract‐based spatial statistics in the olfactory system. The smell identification test (UPSIT) was used to classify patients as normal olfaction or olfactory dysfunction groups. Intergroup comparisons between GM and DTI measures were computed, as well as correlations with the UPSIT scores.
Results
Forty‐eight COVID‐19 patients were included in the study. Twenty‐three were classified as olfactory dysfunction, and 25 as normal olfaction. The olfactory dysfunction group had lower GM volume in a cluster involving the left amygdala, insular cortex, parahippocampal gyrus, frontal superior and inferior orbital gyri, gyrus rectus, olfactory cortex, caudate, and putamen. This group also showed higher MD values in the genu of the corpus callosum, the orbitofrontal area, the anterior thalamic radiation, and the forceps minor; and higher RD values in the anterior corona radiata, the genu of the corpus callosum, and uncinate fasciculus compared with the normal olfaction group. The UPSIT scores for the whole sample were negatively associated with both MD and RD values (p‐value ≤0.05 FWE‐corrected).
Interpretation
There is decreased GM volume and increased MD in olfactory‐related regions explaining prolonged olfactory deficits in post‐acute COVID‐19 patients.</abstract><cop>United States</cop><pub>John Wiley & Sons, Inc</pub><pmid>36525472</pmid><doi>10.1002/acn3.51710</doi><tpages>203</tpages><orcidid>https://orcid.org/0000-0003-2963-6929</orcidid><orcidid>https://orcid.org/0000-0002-0425-6519</orcidid><orcidid>https://orcid.org/0000-0002-3532-2224</orcidid><orcidid>https://orcid.org/0000-0003-3576-0475</orcidid><orcidid>https://orcid.org/0000-0002-9268-4504</orcidid><orcidid>https://orcid.org/0000-0002-9673-5479</orcidid><orcidid>https://orcid.org/0000-0001-7750-896X</orcidid><orcidid>https://orcid.org/0000-0002-2833-4884</orcidid><orcidid>https://orcid.org/0000-0001-6284-5402</orcidid><orcidid>https://orcid.org/0000-0002-6381-3063</orcidid><orcidid>https://orcid.org/0000-0002-7411-1921</orcidid><orcidid>https://orcid.org/0000-0002-1341-9834</orcidid><oa>free_for_read</oa></addata></record> |
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source | Publicly Available Content Database; Wiley Open Access; PubMed Central; Coronavirus Research Database |
subjects | Alzheimer's disease Automation Brain - diagnostic imaging Coronaviruses COVID-19 COVID-19 - complications COVID-19 - diagnostic imaging COVID-19 Testing Diffusion Tensor Imaging - methods Hospitals Humans Infections Magnetic resonance imaging Medical imaging Morphology Neuroimaging Olfaction disorders Olfaction Disorders - diagnostic imaging Olfaction Disorders - etiology Patients Registration Severe acute respiratory syndrome coronavirus 2 Smell Software |
title | Structural brain changes in post‐acute COVID‐19 patients with persistent olfactory dysfunction |
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