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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
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.
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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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