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White matter microstructural changes in tuberous sclerosis: Evaluation by neurite orientation dispersion and density imaging (NODDI) and diffusion tensor images

Neurite orientation dispersion and density imaging (NODDI) is a novel diffusion method for evaluating tissue microstructure, and may provide additional information over conventional diffusion tensor imaging (DTI). We evaluated NODDI and DTI parameters in cases of tuberous sclerosis (TS) to assess mi...

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Autores principales: Taoka, Toshiaki, Aida, Noriko, Fujii, Yuta, Ichikawa, Kazushi, Kawai, Hisashi, Nakane, Toshiki, Ito, Rintaro, Naganawa, Shinji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6965630/
https://www.ncbi.nlm.nih.gov/pubmed/31949187
http://dx.doi.org/10.1038/s41598-019-57306-w
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author Taoka, Toshiaki
Aida, Noriko
Fujii, Yuta
Ichikawa, Kazushi
Kawai, Hisashi
Nakane, Toshiki
Ito, Rintaro
Naganawa, Shinji
author_facet Taoka, Toshiaki
Aida, Noriko
Fujii, Yuta
Ichikawa, Kazushi
Kawai, Hisashi
Nakane, Toshiki
Ito, Rintaro
Naganawa, Shinji
author_sort Taoka, Toshiaki
collection PubMed
description Neurite orientation dispersion and density imaging (NODDI) is a novel diffusion method for evaluating tissue microstructure, and may provide additional information over conventional diffusion tensor imaging (DTI). We evaluated NODDI and DTI parameters in cases of tuberous sclerosis (TS) to assess microstructural changes in the white matter. Eleven cases of tuberous sclerosis and eight age-matched controls underwent NODDI and DTI. We performed qualitative analysis and tract-based spatial statistics (TBSS) analysis of the NODDI parameters (Ficv: intracellular volume fraction, Fiso: isotropic fraction, ODI: orientation dispersion index) as well as DTI parameters (MD: mean diffusivity, FA: fractional anisotropy). We also performed a correlation analysis between clinical symptoms and parameters. The qualitative analysis indicated that the Ficv had a lower value in TS cases particularly in the tubers adjacent to the white matter. The TBSS analysis showed that the TS cases had decreased Ficv in a greater area compared to the other parameters including MD. In particular, the Ficv was decreased in deep white matter, such as the superior longitudinal fascicles (SLF). The application of NODDI to TS cases revealed tissue microstructural changes, and particularly the Ficv could detect more widespread abnormalities in white matter structure compared to DTI parameters.
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spelling pubmed-69656302020-01-23 White matter microstructural changes in tuberous sclerosis: Evaluation by neurite orientation dispersion and density imaging (NODDI) and diffusion tensor images Taoka, Toshiaki Aida, Noriko Fujii, Yuta Ichikawa, Kazushi Kawai, Hisashi Nakane, Toshiki Ito, Rintaro Naganawa, Shinji Sci Rep Article Neurite orientation dispersion and density imaging (NODDI) is a novel diffusion method for evaluating tissue microstructure, and may provide additional information over conventional diffusion tensor imaging (DTI). We evaluated NODDI and DTI parameters in cases of tuberous sclerosis (TS) to assess microstructural changes in the white matter. Eleven cases of tuberous sclerosis and eight age-matched controls underwent NODDI and DTI. We performed qualitative analysis and tract-based spatial statistics (TBSS) analysis of the NODDI parameters (Ficv: intracellular volume fraction, Fiso: isotropic fraction, ODI: orientation dispersion index) as well as DTI parameters (MD: mean diffusivity, FA: fractional anisotropy). We also performed a correlation analysis between clinical symptoms and parameters. The qualitative analysis indicated that the Ficv had a lower value in TS cases particularly in the tubers adjacent to the white matter. The TBSS analysis showed that the TS cases had decreased Ficv in a greater area compared to the other parameters including MD. In particular, the Ficv was decreased in deep white matter, such as the superior longitudinal fascicles (SLF). The application of NODDI to TS cases revealed tissue microstructural changes, and particularly the Ficv could detect more widespread abnormalities in white matter structure compared to DTI parameters. Nature Publishing Group UK 2020-01-16 /pmc/articles/PMC6965630/ /pubmed/31949187 http://dx.doi.org/10.1038/s41598-019-57306-w Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Taoka, Toshiaki
Aida, Noriko
Fujii, Yuta
Ichikawa, Kazushi
Kawai, Hisashi
Nakane, Toshiki
Ito, Rintaro
Naganawa, Shinji
White matter microstructural changes in tuberous sclerosis: Evaluation by neurite orientation dispersion and density imaging (NODDI) and diffusion tensor images
title White matter microstructural changes in tuberous sclerosis: Evaluation by neurite orientation dispersion and density imaging (NODDI) and diffusion tensor images
title_full White matter microstructural changes in tuberous sclerosis: Evaluation by neurite orientation dispersion and density imaging (NODDI) and diffusion tensor images
title_fullStr White matter microstructural changes in tuberous sclerosis: Evaluation by neurite orientation dispersion and density imaging (NODDI) and diffusion tensor images
title_full_unstemmed White matter microstructural changes in tuberous sclerosis: Evaluation by neurite orientation dispersion and density imaging (NODDI) and diffusion tensor images
title_short White matter microstructural changes in tuberous sclerosis: Evaluation by neurite orientation dispersion and density imaging (NODDI) and diffusion tensor images
title_sort white matter microstructural changes in tuberous sclerosis: evaluation by neurite orientation dispersion and density imaging (noddi) and diffusion tensor images
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6965630/
https://www.ncbi.nlm.nih.gov/pubmed/31949187
http://dx.doi.org/10.1038/s41598-019-57306-w
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