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Analysis of Brain Structural Connectivity Networks and White Matter Integrity in Patients With Mild Cognitive Impairment

White matter integrity and structural connectivity may be altered in mild cognitive impairment (MCI), and these changes may closely reflect decline in specific cognitive domains. Multi-shell diffusion data in healthy control (HC, n = 31) and mild cognitive impairment (MCI, n = 19) cohorts were downl...

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Autores principales: Bergamino, Maurizio, Schiavi, Simona, Daducci, Alessandro, Walsh, Ryan R., Stokes, Ashley M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8842680/
https://www.ncbi.nlm.nih.gov/pubmed/35173605
http://dx.doi.org/10.3389/fnagi.2022.793991
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author Bergamino, Maurizio
Schiavi, Simona
Daducci, Alessandro
Walsh, Ryan R.
Stokes, Ashley M.
author_facet Bergamino, Maurizio
Schiavi, Simona
Daducci, Alessandro
Walsh, Ryan R.
Stokes, Ashley M.
author_sort Bergamino, Maurizio
collection PubMed
description White matter integrity and structural connectivity may be altered in mild cognitive impairment (MCI), and these changes may closely reflect decline in specific cognitive domains. Multi-shell diffusion data in healthy control (HC, n = 31) and mild cognitive impairment (MCI, n = 19) cohorts were downloaded from the ADNI3 database. The data were analyzed using an advanced approach to assess both white matter microstructural integrity and structural connectivity. Compared with HC, lower intracellular compartment (IC) and higher isotropic (ISO) values were found in MCI. Additionally, significant correlations were found between IC and Montreal Cognitive Assessment (MoCA) scores in the MCI cohort. Network analysis detected structural connectivity differences between the two groups, with lower connectivity in MCI. Additionally, significant differences between HC and MCI were observed for global network efficiency. Our results demonstrate the potential of advanced diffusion MRI biomarkers for understanding brain changes in MCI.
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spelling pubmed-88426802022-02-15 Analysis of Brain Structural Connectivity Networks and White Matter Integrity in Patients With Mild Cognitive Impairment Bergamino, Maurizio Schiavi, Simona Daducci, Alessandro Walsh, Ryan R. Stokes, Ashley M. Front Aging Neurosci Neuroscience White matter integrity and structural connectivity may be altered in mild cognitive impairment (MCI), and these changes may closely reflect decline in specific cognitive domains. Multi-shell diffusion data in healthy control (HC, n = 31) and mild cognitive impairment (MCI, n = 19) cohorts were downloaded from the ADNI3 database. The data were analyzed using an advanced approach to assess both white matter microstructural integrity and structural connectivity. Compared with HC, lower intracellular compartment (IC) and higher isotropic (ISO) values were found in MCI. Additionally, significant correlations were found between IC and Montreal Cognitive Assessment (MoCA) scores in the MCI cohort. Network analysis detected structural connectivity differences between the two groups, with lower connectivity in MCI. Additionally, significant differences between HC and MCI were observed for global network efficiency. Our results demonstrate the potential of advanced diffusion MRI biomarkers for understanding brain changes in MCI. Frontiers Media S.A. 2022-01-31 /pmc/articles/PMC8842680/ /pubmed/35173605 http://dx.doi.org/10.3389/fnagi.2022.793991 Text en Copyright © 2022 Bergamino, Schiavi, Daducci, Walsh and Stokes. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Bergamino, Maurizio
Schiavi, Simona
Daducci, Alessandro
Walsh, Ryan R.
Stokes, Ashley M.
Analysis of Brain Structural Connectivity Networks and White Matter Integrity in Patients With Mild Cognitive Impairment
title Analysis of Brain Structural Connectivity Networks and White Matter Integrity in Patients With Mild Cognitive Impairment
title_full Analysis of Brain Structural Connectivity Networks and White Matter Integrity in Patients With Mild Cognitive Impairment
title_fullStr Analysis of Brain Structural Connectivity Networks and White Matter Integrity in Patients With Mild Cognitive Impairment
title_full_unstemmed Analysis of Brain Structural Connectivity Networks and White Matter Integrity in Patients With Mild Cognitive Impairment
title_short Analysis of Brain Structural Connectivity Networks and White Matter Integrity in Patients With Mild Cognitive Impairment
title_sort analysis of brain structural connectivity networks and white matter integrity in patients with mild cognitive impairment
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8842680/
https://www.ncbi.nlm.nih.gov/pubmed/35173605
http://dx.doi.org/10.3389/fnagi.2022.793991
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