Cargando…

Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity

Alterations in tissue microstructure in normal-appearing white matter (NAWM), specifically measured by diffusion tensor imaging (DTI) fractional anisotropy (FA), have been associated with cognitive outcomes following stroke. The purpose of this study was to comprehensively compare conventional DTI m...

Descripción completa

Detalles Bibliográficos
Autores principales: Haddad, Seyyed M. H., Scott, Christopher J. M., Ozzoude, Miracle, Berezuk, Courtney, Holmes, Melissa, Adamo, Sabrina, Ramirez, Joel, Arnott, Stephen R., Nanayakkara, Nuwan D., Binns, Malcolm, Beaton, Derek, Lou, Wendy, Sunderland, Kelly, Sujanthan, Sujeevini, Lawrence, Jane, Kwan, Donna, Tan, Brian, Casaubon, Leanne, Mandzia, Jennifer, Sahlas, Demetrios, Saposnik, Gustavo, Hassan, Ayman, Levine, Brian, McLaughlin, Paula, Orange, J. B., Roberts, Angela, Troyer, Angela, Black, Sandra E., Dowlatshahi, Dar, Strother, Stephen C., Swartz, Richard H., Symons, Sean, Montero-Odasso, Manuel, ONDRI Investigators, Bartha, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9616672/
https://www.ncbi.nlm.nih.gov/pubmed/36313789
http://dx.doi.org/10.1155/2022/5860364
_version_ 1784820689484644352
author Haddad, Seyyed M. H.
Scott, Christopher J. M.
Ozzoude, Miracle
Berezuk, Courtney
Holmes, Melissa
Adamo, Sabrina
Ramirez, Joel
Arnott, Stephen R.
Nanayakkara, Nuwan D.
Binns, Malcolm
Beaton, Derek
Lou, Wendy
Sunderland, Kelly
Sujanthan, Sujeevini
Lawrence, Jane
Kwan, Donna
Tan, Brian
Casaubon, Leanne
Mandzia, Jennifer
Sahlas, Demetrios
Saposnik, Gustavo
Hassan, Ayman
Levine, Brian
McLaughlin, Paula
Orange, J. B.
Roberts, Angela
Troyer, Angela
Black, Sandra E.
Dowlatshahi, Dar
Strother, Stephen C.
Swartz, Richard H.
Symons, Sean
Montero-Odasso, Manuel
ONDRI Investigators,
Bartha, Robert
author_facet Haddad, Seyyed M. H.
Scott, Christopher J. M.
Ozzoude, Miracle
Berezuk, Courtney
Holmes, Melissa
Adamo, Sabrina
Ramirez, Joel
Arnott, Stephen R.
Nanayakkara, Nuwan D.
Binns, Malcolm
Beaton, Derek
Lou, Wendy
Sunderland, Kelly
Sujanthan, Sujeevini
Lawrence, Jane
Kwan, Donna
Tan, Brian
Casaubon, Leanne
Mandzia, Jennifer
Sahlas, Demetrios
Saposnik, Gustavo
Hassan, Ayman
Levine, Brian
McLaughlin, Paula
Orange, J. B.
Roberts, Angela
Troyer, Angela
Black, Sandra E.
Dowlatshahi, Dar
Strother, Stephen C.
Swartz, Richard H.
Symons, Sean
Montero-Odasso, Manuel
ONDRI Investigators,
Bartha, Robert
author_sort Haddad, Seyyed M. H.
collection PubMed
description Alterations in tissue microstructure in normal-appearing white matter (NAWM), specifically measured by diffusion tensor imaging (DTI) fractional anisotropy (FA), have been associated with cognitive outcomes following stroke. The purpose of this study was to comprehensively compare conventional DTI measures of tissue microstructure in NAWM to diverse vascular brain lesions in people with cerebrovascular disease (CVD) and to examine associations between FA in NAWM and cerebrovascular risk factors. DTI metrics including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were measured in cerebral tissues and cerebrovascular anomalies from 152 people with CVD participating in the Ontario Neurodegenerative Disease Research Initiative (ONDRI). Ten cerebral tissue types were segmented including NAWM, and vascular lesions including stroke, periventricular and deep white matter hyperintensities, periventricular and deep lacunar infarcts, and perivascular spaces (PVS) using T(1)-weighted, proton density-weighted, T(2)-weighted, and fluid attenuated inversion recovery MRI scans. Mean DTI metrics were measured in each tissue region using a previously developed DTI processing pipeline and compared between tissues using multivariate analysis of covariance. Associations between FA in NAWM and several CVD risk factors were also examined. DTI metrics in vascular lesions differed significantly from healthy tissue. Specifically, all tissue types had significantly different MD values, while FA was also found to be different in most tissue types. FA in NAWM was inversely related to hypertension and modified Rankin scale (mRS). This study demonstrated the differences between conventional DTI metrics, FA, MD, AD, and RD, in cerebral vascular lesions and healthy tissue types. Therefore, incorporating DTI to characterize the integrity of the tissue microstructure could help to define the extent and severity of various brain vascular anomalies. The association between FA within NAWM and clinical evaluation of hypertension and disability provides further evidence that white matter microstructural integrity is impacted by cerebrovascular function.
format Online
Article
Text
id pubmed-9616672
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-96166722022-10-29 Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity Haddad, Seyyed M. H. Scott, Christopher J. M. Ozzoude, Miracle Berezuk, Courtney Holmes, Melissa Adamo, Sabrina Ramirez, Joel Arnott, Stephen R. Nanayakkara, Nuwan D. Binns, Malcolm Beaton, Derek Lou, Wendy Sunderland, Kelly Sujanthan, Sujeevini Lawrence, Jane Kwan, Donna Tan, Brian Casaubon, Leanne Mandzia, Jennifer Sahlas, Demetrios Saposnik, Gustavo Hassan, Ayman Levine, Brian McLaughlin, Paula Orange, J. B. Roberts, Angela Troyer, Angela Black, Sandra E. Dowlatshahi, Dar Strother, Stephen C. Swartz, Richard H. Symons, Sean Montero-Odasso, Manuel ONDRI Investigators, Bartha, Robert Int J Biomed Imaging Research Article Alterations in tissue microstructure in normal-appearing white matter (NAWM), specifically measured by diffusion tensor imaging (DTI) fractional anisotropy (FA), have been associated with cognitive outcomes following stroke. The purpose of this study was to comprehensively compare conventional DTI measures of tissue microstructure in NAWM to diverse vascular brain lesions in people with cerebrovascular disease (CVD) and to examine associations between FA in NAWM and cerebrovascular risk factors. DTI metrics including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were measured in cerebral tissues and cerebrovascular anomalies from 152 people with CVD participating in the Ontario Neurodegenerative Disease Research Initiative (ONDRI). Ten cerebral tissue types were segmented including NAWM, and vascular lesions including stroke, periventricular and deep white matter hyperintensities, periventricular and deep lacunar infarcts, and perivascular spaces (PVS) using T(1)-weighted, proton density-weighted, T(2)-weighted, and fluid attenuated inversion recovery MRI scans. Mean DTI metrics were measured in each tissue region using a previously developed DTI processing pipeline and compared between tissues using multivariate analysis of covariance. Associations between FA in NAWM and several CVD risk factors were also examined. DTI metrics in vascular lesions differed significantly from healthy tissue. Specifically, all tissue types had significantly different MD values, while FA was also found to be different in most tissue types. FA in NAWM was inversely related to hypertension and modified Rankin scale (mRS). This study demonstrated the differences between conventional DTI metrics, FA, MD, AD, and RD, in cerebral vascular lesions and healthy tissue types. Therefore, incorporating DTI to characterize the integrity of the tissue microstructure could help to define the extent and severity of various brain vascular anomalies. The association between FA within NAWM and clinical evaluation of hypertension and disability provides further evidence that white matter microstructural integrity is impacted by cerebrovascular function. Hindawi 2022-10-21 /pmc/articles/PMC9616672/ /pubmed/36313789 http://dx.doi.org/10.1155/2022/5860364 Text en Copyright © 2022 Seyyed M. H. Haddad et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Haddad, Seyyed M. H.
Scott, Christopher J. M.
Ozzoude, Miracle
Berezuk, Courtney
Holmes, Melissa
Adamo, Sabrina
Ramirez, Joel
Arnott, Stephen R.
Nanayakkara, Nuwan D.
Binns, Malcolm
Beaton, Derek
Lou, Wendy
Sunderland, Kelly
Sujanthan, Sujeevini
Lawrence, Jane
Kwan, Donna
Tan, Brian
Casaubon, Leanne
Mandzia, Jennifer
Sahlas, Demetrios
Saposnik, Gustavo
Hassan, Ayman
Levine, Brian
McLaughlin, Paula
Orange, J. B.
Roberts, Angela
Troyer, Angela
Black, Sandra E.
Dowlatshahi, Dar
Strother, Stephen C.
Swartz, Richard H.
Symons, Sean
Montero-Odasso, Manuel
ONDRI Investigators,
Bartha, Robert
Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity
title Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity
title_full Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity
title_fullStr Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity
title_full_unstemmed Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity
title_short Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity
title_sort comparison of diffusion tensor imaging metrics in normal-appearing white matter to cerebrovascular lesions and correlation with cerebrovascular disease risk factors and severity
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9616672/
https://www.ncbi.nlm.nih.gov/pubmed/36313789
http://dx.doi.org/10.1155/2022/5860364
work_keys_str_mv AT haddadseyyedmh comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT scottchristopherjm comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT ozzoudemiracle comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT berezukcourtney comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT holmesmelissa comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT adamosabrina comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT ramirezjoel comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT arnottstephenr comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT nanayakkaranuwand comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT binnsmalcolm comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT beatonderek comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT louwendy comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT sunderlandkelly comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT sujanthansujeevini comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT lawrencejane comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT kwandonna comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT tanbrian comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT casaubonleanne comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT mandziajennifer comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT sahlasdemetrios comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT saposnikgustavo comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT hassanayman comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT levinebrian comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT mclaughlinpaula comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT orangejb comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT robertsangela comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT troyerangela comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT blacksandrae comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT dowlatshahidar comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT strotherstephenc comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT swartzrichardh comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT symonssean comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT monteroodassomanuel comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT ondriinvestigators comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity
AT bartharobert comparisonofdiffusiontensorimagingmetricsinnormalappearingwhitemattertocerebrovascularlesionsandcorrelationwithcerebrovasculardiseaseriskfactorsandseverity