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Diffusional kurtosis imaging and white matter microstructure modeling in a clinical study of major depressive disorder

Major depressive disorder (MDD) is a globally prevalent psychiatric disorder that results from disruption of multiple neural circuits involved in emotional regulation. Although previous studies using diffusion tensor imaging (DTI) found smaller values of fractional anisotropy (FA) in the white matte...

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Autores principales: Kamiya, Kouhei, Okada, Naohiro, Sawada, Kingo, Watanabe, Yusuke, Irie, Ryusuke, Hanaoka, Shouhei, Suzuki, Yuichi, Koike, Shinsuke, Mori, Harushi, Kunimatsu, Akira, Hori, Masaaki, Aoki, Shigeki, Kasai, Kiyoto, Abe, Osamu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6032871/
https://www.ncbi.nlm.nih.gov/pubmed/29846988
http://dx.doi.org/10.1002/nbm.3938
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author Kamiya, Kouhei
Okada, Naohiro
Sawada, Kingo
Watanabe, Yusuke
Irie, Ryusuke
Hanaoka, Shouhei
Suzuki, Yuichi
Koike, Shinsuke
Mori, Harushi
Kunimatsu, Akira
Hori, Masaaki
Aoki, Shigeki
Kasai, Kiyoto
Abe, Osamu
author_facet Kamiya, Kouhei
Okada, Naohiro
Sawada, Kingo
Watanabe, Yusuke
Irie, Ryusuke
Hanaoka, Shouhei
Suzuki, Yuichi
Koike, Shinsuke
Mori, Harushi
Kunimatsu, Akira
Hori, Masaaki
Aoki, Shigeki
Kasai, Kiyoto
Abe, Osamu
author_sort Kamiya, Kouhei
collection PubMed
description Major depressive disorder (MDD) is a globally prevalent psychiatric disorder that results from disruption of multiple neural circuits involved in emotional regulation. Although previous studies using diffusion tensor imaging (DTI) found smaller values of fractional anisotropy (FA) in the white matter, predominantly in the frontal lobe, of patients with MDD, studies using diffusion kurtosis imaging (DKI) are scarce. Here, we used DKI whole‐brain analysis with tract‐based spatial statistics (TBSS) to investigate the brain microstructural abnormalities in MDD. Twenty‐six patients with MDD and 42 age‐ and sex‐matched control subjects were enrolled. To investigate the microstructural pathology underlying the observations in DKI, a compartment model analysis was conducted focusing on the corpus callosum. In TBSS, the patients with MDD showed significantly smaller values of FA in the genu and frontal portion of the body of the corpus callosum. The patients also had smaller values of mean kurtosis (MK) and radial kurtosis (RK), but MK and RK abnormalities were distributed more widely compared with FA, predominantly in the frontal lobe but also in the parietal, occipital, and temporal lobes. Within the callosum, the regions with smaller MK and RK were located more posteriorly than the region with smaller FA. Model analysis suggested significantly smaller values of intra‐neurite signal fraction in the body of the callosum and greater fiber dispersion in the genu, which were compatible with the existing literature of white matter pathology in MDD. Our results show that DKI is capable of demonstrating microstructural alterations in the brains of patients with MDD that cannot be fully depicted by conventional DTI. Though the issues of model validation and parameter estimation still remain, it is suggested that diffusion MRI combined with a biophysical model is a promising approach for investigation of the pathophysiology of MDD.
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spelling pubmed-60328712018-07-12 Diffusional kurtosis imaging and white matter microstructure modeling in a clinical study of major depressive disorder Kamiya, Kouhei Okada, Naohiro Sawada, Kingo Watanabe, Yusuke Irie, Ryusuke Hanaoka, Shouhei Suzuki, Yuichi Koike, Shinsuke Mori, Harushi Kunimatsu, Akira Hori, Masaaki Aoki, Shigeki Kasai, Kiyoto Abe, Osamu NMR Biomed Research Articles Major depressive disorder (MDD) is a globally prevalent psychiatric disorder that results from disruption of multiple neural circuits involved in emotional regulation. Although previous studies using diffusion tensor imaging (DTI) found smaller values of fractional anisotropy (FA) in the white matter, predominantly in the frontal lobe, of patients with MDD, studies using diffusion kurtosis imaging (DKI) are scarce. Here, we used DKI whole‐brain analysis with tract‐based spatial statistics (TBSS) to investigate the brain microstructural abnormalities in MDD. Twenty‐six patients with MDD and 42 age‐ and sex‐matched control subjects were enrolled. To investigate the microstructural pathology underlying the observations in DKI, a compartment model analysis was conducted focusing on the corpus callosum. In TBSS, the patients with MDD showed significantly smaller values of FA in the genu and frontal portion of the body of the corpus callosum. The patients also had smaller values of mean kurtosis (MK) and radial kurtosis (RK), but MK and RK abnormalities were distributed more widely compared with FA, predominantly in the frontal lobe but also in the parietal, occipital, and temporal lobes. Within the callosum, the regions with smaller MK and RK were located more posteriorly than the region with smaller FA. Model analysis suggested significantly smaller values of intra‐neurite signal fraction in the body of the callosum and greater fiber dispersion in the genu, which were compatible with the existing literature of white matter pathology in MDD. Our results show that DKI is capable of demonstrating microstructural alterations in the brains of patients with MDD that cannot be fully depicted by conventional DTI. Though the issues of model validation and parameter estimation still remain, it is suggested that diffusion MRI combined with a biophysical model is a promising approach for investigation of the pathophysiology of MDD. John Wiley and Sons Inc. 2018-05-30 2018-07 /pmc/articles/PMC6032871/ /pubmed/29846988 http://dx.doi.org/10.1002/nbm.3938 Text en © 2018 The Authors. NMR in Biomedicine published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Kamiya, Kouhei
Okada, Naohiro
Sawada, Kingo
Watanabe, Yusuke
Irie, Ryusuke
Hanaoka, Shouhei
Suzuki, Yuichi
Koike, Shinsuke
Mori, Harushi
Kunimatsu, Akira
Hori, Masaaki
Aoki, Shigeki
Kasai, Kiyoto
Abe, Osamu
Diffusional kurtosis imaging and white matter microstructure modeling in a clinical study of major depressive disorder
title Diffusional kurtosis imaging and white matter microstructure modeling in a clinical study of major depressive disorder
title_full Diffusional kurtosis imaging and white matter microstructure modeling in a clinical study of major depressive disorder
title_fullStr Diffusional kurtosis imaging and white matter microstructure modeling in a clinical study of major depressive disorder
title_full_unstemmed Diffusional kurtosis imaging and white matter microstructure modeling in a clinical study of major depressive disorder
title_short Diffusional kurtosis imaging and white matter microstructure modeling in a clinical study of major depressive disorder
title_sort diffusional kurtosis imaging and white matter microstructure modeling in a clinical study of major depressive disorder
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6032871/
https://www.ncbi.nlm.nih.gov/pubmed/29846988
http://dx.doi.org/10.1002/nbm.3938
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