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Additive Burden of Abnormal Diffusivity in the Brain with Schizophrenia: A Diffusion Tensor Imaging Study with Public Neuroimaging Data

OBJECTIVE: Diffusion tensor imaging has been extensively applied to schizophrenia research. In this study, we counted the number of abnormal brain regions with altered diffusion measures in patients with schizophrenia to enumerate the burden of abnormal diffusivity in the brain. METHODS: The public...

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Autores principales: Jo, Young Tak, Lee, Jungsun, Joo, Sung Woo, Kim, Harin, Shon, Seung-Hyun, Yoon, Woon, Hong, Youjin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Neuropsychiatric Association 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7176571/
https://www.ncbi.nlm.nih.gov/pubmed/32252513
http://dx.doi.org/10.30773/pi.2019.0200
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author Jo, Young Tak
Lee, Jungsun
Joo, Sung Woo
Kim, Harin
Shon, Seung-Hyun
Yoon, Woon
Hong, Youjin
author_facet Jo, Young Tak
Lee, Jungsun
Joo, Sung Woo
Kim, Harin
Shon, Seung-Hyun
Yoon, Woon
Hong, Youjin
author_sort Jo, Young Tak
collection PubMed
description OBJECTIVE: Diffusion tensor imaging has been extensively applied to schizophrenia research. In this study, we counted the number of abnormal brain regions with altered diffusion measures in patients with schizophrenia to enumerate the burden of abnormal diffusivity in the brain. METHODS: The public neuroimaging data of the COBRE project from SchizConnect were used for the study. The studied dataset consisted of data from 57 patients with schizophrenia and 71 healthy participants. FreeSurfer and FSL were applied for image processing and analysis. After verifying 161 regions of interest (ROIs), mean diffusion measures in every single ROI in all study participants were measured and normalized into Z-scores. Each ROI was then defined as normal or abnormal on the basis of a cutoff absolute Z-score of 1.96. The number of abnormal ROIs was obtained by each diffusion measure. RESULTS: The numbers of ROIs with increased radial diffusivity and increased trace were significantly larger in the patient group than in healthy participants. CONCLUSION: Thus, the patient group showed a significant increase in abnormal ROIs, strongly indicating that schizophrenia is not caused by the pathology of a single brain region, but is instead attributable to the additive burden of structural alterations within multiple brain regions.
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spelling pubmed-71765712020-04-27 Additive Burden of Abnormal Diffusivity in the Brain with Schizophrenia: A Diffusion Tensor Imaging Study with Public Neuroimaging Data Jo, Young Tak Lee, Jungsun Joo, Sung Woo Kim, Harin Shon, Seung-Hyun Yoon, Woon Hong, Youjin Psychiatry Investig Original Article OBJECTIVE: Diffusion tensor imaging has been extensively applied to schizophrenia research. In this study, we counted the number of abnormal brain regions with altered diffusion measures in patients with schizophrenia to enumerate the burden of abnormal diffusivity in the brain. METHODS: The public neuroimaging data of the COBRE project from SchizConnect were used for the study. The studied dataset consisted of data from 57 patients with schizophrenia and 71 healthy participants. FreeSurfer and FSL were applied for image processing and analysis. After verifying 161 regions of interest (ROIs), mean diffusion measures in every single ROI in all study participants were measured and normalized into Z-scores. Each ROI was then defined as normal or abnormal on the basis of a cutoff absolute Z-score of 1.96. The number of abnormal ROIs was obtained by each diffusion measure. RESULTS: The numbers of ROIs with increased radial diffusivity and increased trace were significantly larger in the patient group than in healthy participants. CONCLUSION: Thus, the patient group showed a significant increase in abnormal ROIs, strongly indicating that schizophrenia is not caused by the pathology of a single brain region, but is instead attributable to the additive burden of structural alterations within multiple brain regions. Korean Neuropsychiatric Association 2020-04 2020-04-08 /pmc/articles/PMC7176571/ /pubmed/32252513 http://dx.doi.org/10.30773/pi.2019.0200 Text en Copyright © 2020 Korean Neuropsychiatric Association This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Jo, Young Tak
Lee, Jungsun
Joo, Sung Woo
Kim, Harin
Shon, Seung-Hyun
Yoon, Woon
Hong, Youjin
Additive Burden of Abnormal Diffusivity in the Brain with Schizophrenia: A Diffusion Tensor Imaging Study with Public Neuroimaging Data
title Additive Burden of Abnormal Diffusivity in the Brain with Schizophrenia: A Diffusion Tensor Imaging Study with Public Neuroimaging Data
title_full Additive Burden of Abnormal Diffusivity in the Brain with Schizophrenia: A Diffusion Tensor Imaging Study with Public Neuroimaging Data
title_fullStr Additive Burden of Abnormal Diffusivity in the Brain with Schizophrenia: A Diffusion Tensor Imaging Study with Public Neuroimaging Data
title_full_unstemmed Additive Burden of Abnormal Diffusivity in the Brain with Schizophrenia: A Diffusion Tensor Imaging Study with Public Neuroimaging Data
title_short Additive Burden of Abnormal Diffusivity in the Brain with Schizophrenia: A Diffusion Tensor Imaging Study with Public Neuroimaging Data
title_sort additive burden of abnormal diffusivity in the brain with schizophrenia: a diffusion tensor imaging study with public neuroimaging data
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7176571/
https://www.ncbi.nlm.nih.gov/pubmed/32252513
http://dx.doi.org/10.30773/pi.2019.0200
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