Diffusion Magnetic Resonance Imaging-Based Biomarkers for Neurodegenerative Diseases

There has been an increasing prevalence of neurodegenerative diseases with the rapid increase in aging societies worldwide. Biomarkers that can be used to detect pathological changes before the development of severe neuronal loss and consequently facilitate early intervention with disease-modifying...

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Main Authors: Koji Kamagata, Christina Andica, Ayumi Kato, Yuya Saito, Wataru Uchida, Taku Hatano, Matthew Lukies, Takashi Ogawa, Haruka Takeshige-Amano, Toshiaki Akashi, Akifumi Hagiwara, Shohei Fujita, Shigeki Aoki
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:International Journal of Molecular Sciences
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Online Access:https://www.mdpi.com/1422-0067/22/10/5216
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spelling doaj-3d249562477145f38d139860b3d8c1b02021-06-01T00:04:26ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672021-05-01225216521610.3390/ijms22105216Diffusion Magnetic Resonance Imaging-Based Biomarkers for Neurodegenerative DiseasesKoji Kamagata0Christina Andica1Ayumi Kato2Yuya Saito3Wataru Uchida4Taku Hatano5Matthew Lukies6Takashi Ogawa7Haruka Takeshige-Amano8Toshiaki Akashi9Akifumi Hagiwara10Shohei Fujita11Shigeki Aoki12Department of Radiology, Juntendo University Graduate School of Medicine, Tokyo 113-8421, JapanDepartment of Radiology, Juntendo University Graduate School of Medicine, Tokyo 113-8421, JapanDepartment of Multidisciplinary Internal Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, JapanDepartment of Radiology, Juntendo University Graduate School of Medicine, Tokyo 113-8421, JapanDepartment of Radiology, Juntendo University Graduate School of Medicine, Tokyo 113-8421, JapanDepartment of Neurology, Juntendo University School of Medicine, Tokyo 113-8421, JapanDepartment of Diagnostic and Interventional Radiology, Alfred Health, Melbourne, VIC 3004, AustraliaDepartment of Neurology, Juntendo University School of Medicine, Tokyo 113-8421, JapanDepartment of Neurology, Juntendo University School of Medicine, Tokyo 113-8421, JapanDepartment of Radiology, Juntendo University Graduate School of Medicine, Tokyo 113-8421, JapanDepartment of Radiology, Juntendo University Graduate School of Medicine, Tokyo 113-8421, JapanDepartment of Radiology, Juntendo University Graduate School of Medicine, Tokyo 113-8421, JapanDepartment of Radiology, Juntendo University Graduate School of Medicine, Tokyo 113-8421, JapanThere has been an increasing prevalence of neurodegenerative diseases with the rapid increase in aging societies worldwide. Biomarkers that can be used to detect pathological changes before the development of severe neuronal loss and consequently facilitate early intervention with disease-modifying therapeutic modalities are therefore urgently needed. Diffusion magnetic resonance imaging (MRI) is a promising tool that can be used to infer microstructural characteristics of the brain, such as microstructural integrity and complexity, as well as axonal density, order, and myelination, through the utilization of water molecules that are diffused within the tissue, with displacement at the micron scale. Diffusion tensor imaging is the most commonly used diffusion MRI technique to assess the pathophysiology of neurodegenerative diseases. However, diffusion tensor imaging has several limitations, and new technologies, including neurite orientation dispersion and density imaging, diffusion kurtosis imaging, and free-water imaging, have been recently developed as approaches to overcome these constraints. This review provides an overview of these technologies and their potential as biomarkers for the early diagnosis and disease progression of major neurodegenerative diseases.https://www.mdpi.com/1422-0067/22/10/5216Alzheimer’s diseaseamyotrophic lateral sclerosisbiomarkerdiffusion kurtosis imagingdiffusion tensor imagingfree-water imaging
collection DOAJ
language English
format Article
sources DOAJ
author Koji Kamagata
Christina Andica
Ayumi Kato
Yuya Saito
Wataru Uchida
Taku Hatano
Matthew Lukies
Takashi Ogawa
Haruka Takeshige-Amano
Toshiaki Akashi
Akifumi Hagiwara
Shohei Fujita
Shigeki Aoki
spellingShingle Koji Kamagata
Christina Andica
Ayumi Kato
Yuya Saito
Wataru Uchida
Taku Hatano
Matthew Lukies
Takashi Ogawa
Haruka Takeshige-Amano
Toshiaki Akashi
Akifumi Hagiwara
Shohei Fujita
Shigeki Aoki
Diffusion Magnetic Resonance Imaging-Based Biomarkers for Neurodegenerative Diseases
International Journal of Molecular Sciences
Alzheimer’s disease
amyotrophic lateral sclerosis
biomarker
diffusion kurtosis imaging
diffusion tensor imaging
free-water imaging
author_facet Koji Kamagata
Christina Andica
Ayumi Kato
Yuya Saito
Wataru Uchida
Taku Hatano
Matthew Lukies
Takashi Ogawa
Haruka Takeshige-Amano
Toshiaki Akashi
Akifumi Hagiwara
Shohei Fujita
Shigeki Aoki
author_sort Koji Kamagata
title Diffusion Magnetic Resonance Imaging-Based Biomarkers for Neurodegenerative Diseases
title_short Diffusion Magnetic Resonance Imaging-Based Biomarkers for Neurodegenerative Diseases
title_full Diffusion Magnetic Resonance Imaging-Based Biomarkers for Neurodegenerative Diseases
title_fullStr Diffusion Magnetic Resonance Imaging-Based Biomarkers for Neurodegenerative Diseases
title_full_unstemmed Diffusion Magnetic Resonance Imaging-Based Biomarkers for Neurodegenerative Diseases
title_sort diffusion magnetic resonance imaging-based biomarkers for neurodegenerative diseases
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1661-6596
1422-0067
publishDate 2021-05-01
description There has been an increasing prevalence of neurodegenerative diseases with the rapid increase in aging societies worldwide. Biomarkers that can be used to detect pathological changes before the development of severe neuronal loss and consequently facilitate early intervention with disease-modifying therapeutic modalities are therefore urgently needed. Diffusion magnetic resonance imaging (MRI) is a promising tool that can be used to infer microstructural characteristics of the brain, such as microstructural integrity and complexity, as well as axonal density, order, and myelination, through the utilization of water molecules that are diffused within the tissue, with displacement at the micron scale. Diffusion tensor imaging is the most commonly used diffusion MRI technique to assess the pathophysiology of neurodegenerative diseases. However, diffusion tensor imaging has several limitations, and new technologies, including neurite orientation dispersion and density imaging, diffusion kurtosis imaging, and free-water imaging, have been recently developed as approaches to overcome these constraints. This review provides an overview of these technologies and their potential as biomarkers for the early diagnosis and disease progression of major neurodegenerative diseases.
topic Alzheimer’s disease
amyotrophic lateral sclerosis
biomarker
diffusion kurtosis imaging
diffusion tensor imaging
free-water imaging
url https://www.mdpi.com/1422-0067/22/10/5216
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