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Evaluation of cerebral microstructural changes in adult patients with obstructive sleep apnea by MR diffusion kurtosis imaging using a whole-brain atlas

PURPOSE: The association between obstructive sleep apnea (OSA) and cognitive impairment is well-recognized, but little is known about neural derangements that underlie this phenomenon. The purpose of this study was to evaluate the utility of diffusion kurtosis imaging (DKI) using a whole-brain atlas...

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Autores principales: Vyas, Sameer, Singh, Paramjeet, Khandelwal, Niranjan, Govind, Varan, Aggarwal, Ashutosh Nath, Mohanty, Manju
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6958883/
https://www.ncbi.nlm.nih.gov/pubmed/31949336
http://dx.doi.org/10.4103/ijri.IJRI_326_19
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author Vyas, Sameer
Singh, Paramjeet
Khandelwal, Niranjan
Govind, Varan
Aggarwal, Ashutosh Nath
Mohanty, Manju
author_facet Vyas, Sameer
Singh, Paramjeet
Khandelwal, Niranjan
Govind, Varan
Aggarwal, Ashutosh Nath
Mohanty, Manju
author_sort Vyas, Sameer
collection PubMed
description PURPOSE: The association between obstructive sleep apnea (OSA) and cognitive impairment is well-recognized, but little is known about neural derangements that underlie this phenomenon. The purpose of this study was to evaluate the utility of diffusion kurtosis imaging (DKI) using a whole-brain atlas to comprehensively assess microstructural tissue changes in the brain of patients with OSA. METHODS: This prospective study was conducted in 20 patients with moderate-to-severe OSA and 20 age- and gender-matched controls. MRI data acquisition was performed with 3 Tesla and data was analyzed using a whole-brain atlas. DKI data were processed and transformed into a brain template space to obtain various kurtosis parameters including axial kurtosis (AK), radial kurtosis (RK), mean kurtosis (MK), and kurtosis fractional anisotropy (KFA) using a 189-region brain atlas in the same template space. These kurtosis measurements were further analyzed using a student t-test in order to determine kurtosis measurements that present significant differences between the OSA patient set and the control set. RESULTS: Significant differences (P < 0.05) were found in AK (54 regions), RK (10 regions), MK (6 regions) and KFA (41 regions) values in patients with OSA as compared to controls. DKI indices, using an atlas-based whole-brain analysis approach used in our study, showed widespread involvement of the anatomical regions in patients with OSA. CONCLUSION: The kurtosis parameters are more sensitive in demonstrating abnormalities in brain tissue structural organization at the microstructural level before any detectable changes appear in conventional MRI or other imaging modalities.
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spelling pubmed-69588832020-01-16 Evaluation of cerebral microstructural changes in adult patients with obstructive sleep apnea by MR diffusion kurtosis imaging using a whole-brain atlas Vyas, Sameer Singh, Paramjeet Khandelwal, Niranjan Govind, Varan Aggarwal, Ashutosh Nath Mohanty, Manju Indian J Radiol Imaging Neuroimaging PURPOSE: The association between obstructive sleep apnea (OSA) and cognitive impairment is well-recognized, but little is known about neural derangements that underlie this phenomenon. The purpose of this study was to evaluate the utility of diffusion kurtosis imaging (DKI) using a whole-brain atlas to comprehensively assess microstructural tissue changes in the brain of patients with OSA. METHODS: This prospective study was conducted in 20 patients with moderate-to-severe OSA and 20 age- and gender-matched controls. MRI data acquisition was performed with 3 Tesla and data was analyzed using a whole-brain atlas. DKI data were processed and transformed into a brain template space to obtain various kurtosis parameters including axial kurtosis (AK), radial kurtosis (RK), mean kurtosis (MK), and kurtosis fractional anisotropy (KFA) using a 189-region brain atlas in the same template space. These kurtosis measurements were further analyzed using a student t-test in order to determine kurtosis measurements that present significant differences between the OSA patient set and the control set. RESULTS: Significant differences (P < 0.05) were found in AK (54 regions), RK (10 regions), MK (6 regions) and KFA (41 regions) values in patients with OSA as compared to controls. DKI indices, using an atlas-based whole-brain analysis approach used in our study, showed widespread involvement of the anatomical regions in patients with OSA. CONCLUSION: The kurtosis parameters are more sensitive in demonstrating abnormalities in brain tissue structural organization at the microstructural level before any detectable changes appear in conventional MRI or other imaging modalities. Wolters Kluwer - Medknow 2019 2019-12-31 /pmc/articles/PMC6958883/ /pubmed/31949336 http://dx.doi.org/10.4103/ijri.IJRI_326_19 Text en Copyright: © 2019 Indian Journal of Radiology and Imaging http://creativecommons.org/licenses/by-nc-sa/4.0 This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Neuroimaging
Vyas, Sameer
Singh, Paramjeet
Khandelwal, Niranjan
Govind, Varan
Aggarwal, Ashutosh Nath
Mohanty, Manju
Evaluation of cerebral microstructural changes in adult patients with obstructive sleep apnea by MR diffusion kurtosis imaging using a whole-brain atlas
title Evaluation of cerebral microstructural changes in adult patients with obstructive sleep apnea by MR diffusion kurtosis imaging using a whole-brain atlas
title_full Evaluation of cerebral microstructural changes in adult patients with obstructive sleep apnea by MR diffusion kurtosis imaging using a whole-brain atlas
title_fullStr Evaluation of cerebral microstructural changes in adult patients with obstructive sleep apnea by MR diffusion kurtosis imaging using a whole-brain atlas
title_full_unstemmed Evaluation of cerebral microstructural changes in adult patients with obstructive sleep apnea by MR diffusion kurtosis imaging using a whole-brain atlas
title_short Evaluation of cerebral microstructural changes in adult patients with obstructive sleep apnea by MR diffusion kurtosis imaging using a whole-brain atlas
title_sort evaluation of cerebral microstructural changes in adult patients with obstructive sleep apnea by mr diffusion kurtosis imaging using a whole-brain atlas
topic Neuroimaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6958883/
https://www.ncbi.nlm.nih.gov/pubmed/31949336
http://dx.doi.org/10.4103/ijri.IJRI_326_19
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