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Brain White-Matter Degeneration Due to Aging and Parkinson Disease as Revealed by Double Diffusion Encoding
Microstructure imaging by means of multidimensional diffusion encoding is increasingly applied in clinical research, with expectations that it yields a parameter that better correlates with clinical disability than current methods based on single diffusion encoding. Under the assumption that diffusi...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7594529/ https://www.ncbi.nlm.nih.gov/pubmed/33177985 http://dx.doi.org/10.3389/fnins.2020.584510 |
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author | Kamiya, Kouhei Kamagata, Koji Ogaki, Kotaro Hatano, Taku Ogawa, Takashi Takeshige-Amano, Haruka Murata, Syo Andica, Christina Murata, Katsutoshi Feiweier, Thorsten Hori, Masaaki Hattori, Nobutaka Aoki, Shigeki |
author_facet | Kamiya, Kouhei Kamagata, Koji Ogaki, Kotaro Hatano, Taku Ogawa, Takashi Takeshige-Amano, Haruka Murata, Syo Andica, Christina Murata, Katsutoshi Feiweier, Thorsten Hori, Masaaki Hattori, Nobutaka Aoki, Shigeki |
author_sort | Kamiya, Kouhei |
collection | PubMed |
description | Microstructure imaging by means of multidimensional diffusion encoding is increasingly applied in clinical research, with expectations that it yields a parameter that better correlates with clinical disability than current methods based on single diffusion encoding. Under the assumption that diffusion within a voxel can be well described by a collection of diffusion tensors, several parameters of this diffusion tensor distribution can be derived, including mean size, variance of sizes, orientational dispersion, and microscopic anisotropy. The information provided by multidimensional diffusion encoding also enables us to decompose the sources of the conventional fractional anisotropy and mean kurtosis. In this study, we explored the utility of the diffusion tensor distribution approach for characterizing white-matter degeneration in aging and in Parkinson disease by using double diffusion encoding. Data from 23 healthy older subjects and 27 patients with Parkinson disease were analyzed. Advanced age was associated with greater mean size and size variances, as well as smaller microscopic anisotropy. By analyzing the parameters underlying diffusion kurtosis, we found that the reductions of kurtosis in aging and Parkinson disease reported in the literature are likely driven by the reduction in microscopic anisotropy. Furthermore, microscopic anisotropy correlated with the severity of motor impairment in the patients with Parkinson disease. The present results support the use of multidimensional diffusion encoding in clinical studies and are encouraging for its future clinical implementation. |
format | Online Article Text |
id | pubmed-7594529 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75945292020-11-10 Brain White-Matter Degeneration Due to Aging and Parkinson Disease as Revealed by Double Diffusion Encoding Kamiya, Kouhei Kamagata, Koji Ogaki, Kotaro Hatano, Taku Ogawa, Takashi Takeshige-Amano, Haruka Murata, Syo Andica, Christina Murata, Katsutoshi Feiweier, Thorsten Hori, Masaaki Hattori, Nobutaka Aoki, Shigeki Front Neurosci Neuroscience Microstructure imaging by means of multidimensional diffusion encoding is increasingly applied in clinical research, with expectations that it yields a parameter that better correlates with clinical disability than current methods based on single diffusion encoding. Under the assumption that diffusion within a voxel can be well described by a collection of diffusion tensors, several parameters of this diffusion tensor distribution can be derived, including mean size, variance of sizes, orientational dispersion, and microscopic anisotropy. The information provided by multidimensional diffusion encoding also enables us to decompose the sources of the conventional fractional anisotropy and mean kurtosis. In this study, we explored the utility of the diffusion tensor distribution approach for characterizing white-matter degeneration in aging and in Parkinson disease by using double diffusion encoding. Data from 23 healthy older subjects and 27 patients with Parkinson disease were analyzed. Advanced age was associated with greater mean size and size variances, as well as smaller microscopic anisotropy. By analyzing the parameters underlying diffusion kurtosis, we found that the reductions of kurtosis in aging and Parkinson disease reported in the literature are likely driven by the reduction in microscopic anisotropy. Furthermore, microscopic anisotropy correlated with the severity of motor impairment in the patients with Parkinson disease. The present results support the use of multidimensional diffusion encoding in clinical studies and are encouraging for its future clinical implementation. Frontiers Media S.A. 2020-10-15 /pmc/articles/PMC7594529/ /pubmed/33177985 http://dx.doi.org/10.3389/fnins.2020.584510 Text en Copyright © 2020 Kamiya, Kamagata, Ogaki, Hatano, Ogawa, Takeshige-Amano, Murata, Andica, Murata, Feiweier, Hori, Hattori and Aoki. 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 Kamiya, Kouhei Kamagata, Koji Ogaki, Kotaro Hatano, Taku Ogawa, Takashi Takeshige-Amano, Haruka Murata, Syo Andica, Christina Murata, Katsutoshi Feiweier, Thorsten Hori, Masaaki Hattori, Nobutaka Aoki, Shigeki Brain White-Matter Degeneration Due to Aging and Parkinson Disease as Revealed by Double Diffusion Encoding |
title | Brain White-Matter Degeneration Due to Aging and Parkinson Disease as Revealed by Double Diffusion Encoding |
title_full | Brain White-Matter Degeneration Due to Aging and Parkinson Disease as Revealed by Double Diffusion Encoding |
title_fullStr | Brain White-Matter Degeneration Due to Aging and Parkinson Disease as Revealed by Double Diffusion Encoding |
title_full_unstemmed | Brain White-Matter Degeneration Due to Aging and Parkinson Disease as Revealed by Double Diffusion Encoding |
title_short | Brain White-Matter Degeneration Due to Aging and Parkinson Disease as Revealed by Double Diffusion Encoding |
title_sort | brain white-matter degeneration due to aging and parkinson disease as revealed by double diffusion encoding |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7594529/ https://www.ncbi.nlm.nih.gov/pubmed/33177985 http://dx.doi.org/10.3389/fnins.2020.584510 |
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