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Free Water in White Matter Differentiates MCI and AD From Control Subjects
Recent evidence shows that neuroinflammation plays a role in many neurological diseases including mild cognitive impairment (MCI) and Alzheimer's disease (AD), and that free water (FW) modeling from clinically acquired diffusion MRI (DTI-like acquisitions) can be sensitive to this phenomenon. T...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6783505/ https://www.ncbi.nlm.nih.gov/pubmed/31632265 http://dx.doi.org/10.3389/fnagi.2019.00270 |
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author | Dumont, Matthieu Roy, Maggie Jodoin, Pierre-Marc Morency, Felix C. Houde, Jean-Christophe Xie, Zhiyong Bauer, Cici Samad, Tarek A. Van Dijk, Koene R. A. Goodman, James A. Descoteaux, Maxime |
author_facet | Dumont, Matthieu Roy, Maggie Jodoin, Pierre-Marc Morency, Felix C. Houde, Jean-Christophe Xie, Zhiyong Bauer, Cici Samad, Tarek A. Van Dijk, Koene R. A. Goodman, James A. Descoteaux, Maxime |
author_sort | Dumont, Matthieu |
collection | PubMed |
description | Recent evidence shows that neuroinflammation plays a role in many neurological diseases including mild cognitive impairment (MCI) and Alzheimer's disease (AD), and that free water (FW) modeling from clinically acquired diffusion MRI (DTI-like acquisitions) can be sensitive to this phenomenon. This FW index measures the fraction of the diffusion signal explained by isotropically unconstrained water, as estimated from a bi-tensor model. In this study, we developed a simple but powerful whole-brain FW measure designed for easy translation to clinical settings and potential use as a priori outcome measure in clinical trials. These simple FW measures use a “safe” white matter (WM) mask without gray matter (GM)/CSF partial volume contamination (WM(safe)) near ventricles and sulci. We investigated if FW inside the WM(safe) mask, including and excluding areas of white matter damage such as white matter hyperintensities (WMHs) as shown on T2 FLAIR, computed across the whole white matter could be indicative of diagnostic grouping along the AD continuum. After careful quality control, 81 cognitively normal controls (NC), 103 subjects with MCI and 42 with AD were selected from the ADNIGO and ADNI2 databases. We show that MCI and AD have significantly higher FW measures even after removing all partial volume contamination. We also show, for the first time, that when WMHs are removed from the masks, the significant results are maintained, which demonstrates that the FW measures are not just a byproduct of WMHs. Our new and simple FW measures can be used to increase our understanding of the role of inflammation-associated edema in AD and may aid in the differentiation of healthy subjects from MCI and AD patients. |
format | Online Article Text |
id | pubmed-6783505 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-67835052019-10-18 Free Water in White Matter Differentiates MCI and AD From Control Subjects Dumont, Matthieu Roy, Maggie Jodoin, Pierre-Marc Morency, Felix C. Houde, Jean-Christophe Xie, Zhiyong Bauer, Cici Samad, Tarek A. Van Dijk, Koene R. A. Goodman, James A. Descoteaux, Maxime Front Aging Neurosci Neuroscience Recent evidence shows that neuroinflammation plays a role in many neurological diseases including mild cognitive impairment (MCI) and Alzheimer's disease (AD), and that free water (FW) modeling from clinically acquired diffusion MRI (DTI-like acquisitions) can be sensitive to this phenomenon. This FW index measures the fraction of the diffusion signal explained by isotropically unconstrained water, as estimated from a bi-tensor model. In this study, we developed a simple but powerful whole-brain FW measure designed for easy translation to clinical settings and potential use as a priori outcome measure in clinical trials. These simple FW measures use a “safe” white matter (WM) mask without gray matter (GM)/CSF partial volume contamination (WM(safe)) near ventricles and sulci. We investigated if FW inside the WM(safe) mask, including and excluding areas of white matter damage such as white matter hyperintensities (WMHs) as shown on T2 FLAIR, computed across the whole white matter could be indicative of diagnostic grouping along the AD continuum. After careful quality control, 81 cognitively normal controls (NC), 103 subjects with MCI and 42 with AD were selected from the ADNIGO and ADNI2 databases. We show that MCI and AD have significantly higher FW measures even after removing all partial volume contamination. We also show, for the first time, that when WMHs are removed from the masks, the significant results are maintained, which demonstrates that the FW measures are not just a byproduct of WMHs. Our new and simple FW measures can be used to increase our understanding of the role of inflammation-associated edema in AD and may aid in the differentiation of healthy subjects from MCI and AD patients. Frontiers Media S.A. 2019-10-02 /pmc/articles/PMC6783505/ /pubmed/31632265 http://dx.doi.org/10.3389/fnagi.2019.00270 Text en Copyright © 2019 Dumont, Roy, Jodoin, Morency, Houde, Xie, Bauer, Samad, Van Dijk, Goodman and Descoteaux. http://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 Dumont, Matthieu Roy, Maggie Jodoin, Pierre-Marc Morency, Felix C. Houde, Jean-Christophe Xie, Zhiyong Bauer, Cici Samad, Tarek A. Van Dijk, Koene R. A. Goodman, James A. Descoteaux, Maxime Free Water in White Matter Differentiates MCI and AD From Control Subjects |
title | Free Water in White Matter Differentiates MCI and AD From Control Subjects |
title_full | Free Water in White Matter Differentiates MCI and AD From Control Subjects |
title_fullStr | Free Water in White Matter Differentiates MCI and AD From Control Subjects |
title_full_unstemmed | Free Water in White Matter Differentiates MCI and AD From Control Subjects |
title_short | Free Water in White Matter Differentiates MCI and AD From Control Subjects |
title_sort | free water in white matter differentiates mci and ad from control subjects |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6783505/ https://www.ncbi.nlm.nih.gov/pubmed/31632265 http://dx.doi.org/10.3389/fnagi.2019.00270 |
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