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Analysis of normal-appearing white matter of multiple sclerosis by tensor-based two-compartment model of water diffusion
OBJECTIVES: To compare the significance of the two-compartment model, considering diffusional anisotropy with conventional diffusion analyzing methods regarding the detection of occult changes in normal-appearing white matter (NAWM) of multiple sclerosis (MS). METHODS: Diffusion-weighted images (nin...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4419192/ https://www.ncbi.nlm.nih.gov/pubmed/25577520 http://dx.doi.org/10.1007/s00330-014-3572-4 |
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author | Tachibana, Yasuhiko Obata, Takayuki Yoshida, Mariko Hori, Masaaki Kamagata, Koji Suzuki, Michimasa Fukunaga, Issei Kamiya, Kouhei Yokoyama, Kazumasa Hattori, Nobutaka Inoue, Tomio Aoki, Shigeki |
author_facet | Tachibana, Yasuhiko Obata, Takayuki Yoshida, Mariko Hori, Masaaki Kamagata, Koji Suzuki, Michimasa Fukunaga, Issei Kamiya, Kouhei Yokoyama, Kazumasa Hattori, Nobutaka Inoue, Tomio Aoki, Shigeki |
author_sort | Tachibana, Yasuhiko |
collection | PubMed |
description | OBJECTIVES: To compare the significance of the two-compartment model, considering diffusional anisotropy with conventional diffusion analyzing methods regarding the detection of occult changes in normal-appearing white matter (NAWM) of multiple sclerosis (MS). METHODS: Diffusion-weighted images (nine b-values with six directions) were acquired from 12 healthy female volunteers (22–52 years old, median 33 years) and 13 female MS patients (24–48 years old, median 37 years). Diffusion parameters based on the two-compartment model of water diffusion considering diffusional anisotropy was calculated by a proposed method. Other parameters including diffusion tensor imaging and conventional apparent diffusion coefficient (ADC) were also obtained. They were compared statistically between the control and MS groups. RESULTS: Diffusion of the slow diffusion compartment in the radial direction of neuron fibers was elevated in MS patients (0.121 × 10(−3) mm2/s) in comparison to control (0.100 × 10(−3) mm(2)/s), the difference being significant (P = 0.001). The difference between the groups was not significant in other comparisons, including conventional ADC and fractional anisotropy (FA) of diffusion tensor imaging. CONCLUSION: The proposed method was applicable to clinically acceptable small data. The parameters obtained by this method improved the detectability of occult changes in NAWM compared to the conventional methods. KEY POINTS: • Water diffusion was compared between the controls and multiple sclerosis patients. • A two-compartment model, considering diffusional anisotropy was selected for water diffusion analysis. • Axial and radial diffusion of fast and slow diffusion components were evaluated. • A new method was developed to obtain the metrics stably. • The metrics indicated high detectability of slight differences between the groups. |
format | Online Article Text |
id | pubmed-4419192 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-44191922015-05-11 Analysis of normal-appearing white matter of multiple sclerosis by tensor-based two-compartment model of water diffusion Tachibana, Yasuhiko Obata, Takayuki Yoshida, Mariko Hori, Masaaki Kamagata, Koji Suzuki, Michimasa Fukunaga, Issei Kamiya, Kouhei Yokoyama, Kazumasa Hattori, Nobutaka Inoue, Tomio Aoki, Shigeki Eur Radiol Neuro OBJECTIVES: To compare the significance of the two-compartment model, considering diffusional anisotropy with conventional diffusion analyzing methods regarding the detection of occult changes in normal-appearing white matter (NAWM) of multiple sclerosis (MS). METHODS: Diffusion-weighted images (nine b-values with six directions) were acquired from 12 healthy female volunteers (22–52 years old, median 33 years) and 13 female MS patients (24–48 years old, median 37 years). Diffusion parameters based on the two-compartment model of water diffusion considering diffusional anisotropy was calculated by a proposed method. Other parameters including diffusion tensor imaging and conventional apparent diffusion coefficient (ADC) were also obtained. They were compared statistically between the control and MS groups. RESULTS: Diffusion of the slow diffusion compartment in the radial direction of neuron fibers was elevated in MS patients (0.121 × 10(−3) mm2/s) in comparison to control (0.100 × 10(−3) mm(2)/s), the difference being significant (P = 0.001). The difference between the groups was not significant in other comparisons, including conventional ADC and fractional anisotropy (FA) of diffusion tensor imaging. CONCLUSION: The proposed method was applicable to clinically acceptable small data. The parameters obtained by this method improved the detectability of occult changes in NAWM compared to the conventional methods. KEY POINTS: • Water diffusion was compared between the controls and multiple sclerosis patients. • A two-compartment model, considering diffusional anisotropy was selected for water diffusion analysis. • Axial and radial diffusion of fast and slow diffusion components were evaluated. • A new method was developed to obtain the metrics stably. • The metrics indicated high detectability of slight differences between the groups. Springer Berlin Heidelberg 2015-01-11 2015 /pmc/articles/PMC4419192/ /pubmed/25577520 http://dx.doi.org/10.1007/s00330-014-3572-4 Text en © The Author(s) 2015 https://creativecommons.org/licenses/by-nc/4.0/ Open Access This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. |
spellingShingle | Neuro Tachibana, Yasuhiko Obata, Takayuki Yoshida, Mariko Hori, Masaaki Kamagata, Koji Suzuki, Michimasa Fukunaga, Issei Kamiya, Kouhei Yokoyama, Kazumasa Hattori, Nobutaka Inoue, Tomio Aoki, Shigeki Analysis of normal-appearing white matter of multiple sclerosis by tensor-based two-compartment model of water diffusion |
title | Analysis of normal-appearing white matter of multiple sclerosis by tensor-based two-compartment model of water diffusion |
title_full | Analysis of normal-appearing white matter of multiple sclerosis by tensor-based two-compartment model of water diffusion |
title_fullStr | Analysis of normal-appearing white matter of multiple sclerosis by tensor-based two-compartment model of water diffusion |
title_full_unstemmed | Analysis of normal-appearing white matter of multiple sclerosis by tensor-based two-compartment model of water diffusion |
title_short | Analysis of normal-appearing white matter of multiple sclerosis by tensor-based two-compartment model of water diffusion |
title_sort | analysis of normal-appearing white matter of multiple sclerosis by tensor-based two-compartment model of water diffusion |
topic | Neuro |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4419192/ https://www.ncbi.nlm.nih.gov/pubmed/25577520 http://dx.doi.org/10.1007/s00330-014-3572-4 |
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