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Subtle white matter alterations in schizophrenia identified with a new measure of fiber density
Altered cerebral connectivity is one of the core pathophysiological mechanism underlying the development and progression of information-processing deficits in schizophrenia. To date, most diffusion tensor imaging (DTI) studies used fractional anisotropy (FA) to investigate disrupted white matter con...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420505/ https://www.ncbi.nlm.nih.gov/pubmed/30874571 http://dx.doi.org/10.1038/s41598-019-40070-2 |
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author | Stämpfli, Philipp Sommer, Stefan Manoliu, Andrei Burrer, Achim Schmidt, André Herdener, Marcus Seifritz, Erich Kaiser, Stefan Kirschner, Matthias |
author_facet | Stämpfli, Philipp Sommer, Stefan Manoliu, Andrei Burrer, Achim Schmidt, André Herdener, Marcus Seifritz, Erich Kaiser, Stefan Kirschner, Matthias |
author_sort | Stämpfli, Philipp |
collection | PubMed |
description | Altered cerebral connectivity is one of the core pathophysiological mechanism underlying the development and progression of information-processing deficits in schizophrenia. To date, most diffusion tensor imaging (DTI) studies used fractional anisotropy (FA) to investigate disrupted white matter connections. However, a quantitative interpretation of FA changes is often impeded by the inherent limitations of the underlying tensor model. A more fine-grained measure of white matter alterations could be achieved by measuring fiber density (FD) - a novel non-tensor-derived diffusion marker. This study investigates, for the first time, FD alterations in schizophrenia patients. FD and FA maps were derived from diffusion data of 25 healthy controls (HC) and 21 patients with schizophrenia (SZ). Using tract-based spatial statistics (TBSS), group differences in FD and FA were investigated across the entire white matter. Furthermore, we performed a region of interest (ROI) analysis of frontal fasciculi to detect potential correlations between FD and positive symptoms. As a result, whole brain TBSS analysis revealed reduced FD in SZ patients compared to HC in several white matter tracts including the left and right thalamic radiation (TR), superior longitudinal fasciculus (SLF), corpus callosum (CC), and corticospinal tract (CST). In contrast, there were no significant FA differences between groups. Further, FD values in the TR were negatively correlated with the severity of positive symptoms and medication dose in SZ patients. In summary, a novel diffusion-weighted data analysis approach enabled us to identify widespread FD changes in SZ patients with most prominent white matter alterations in the frontal and subcortical regions. Our findings suggest that the new FD measure may be more sensitive to subtle changes in the white matter microstructure compared to FA, particularly in the given population. Therefore, investigating FD may be a promising approach to detect subtle changes in the white matter microstructure of altered connectivity in schizophrenia. |
format | Online Article Text |
id | pubmed-6420505 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-64205052019-03-18 Subtle white matter alterations in schizophrenia identified with a new measure of fiber density Stämpfli, Philipp Sommer, Stefan Manoliu, Andrei Burrer, Achim Schmidt, André Herdener, Marcus Seifritz, Erich Kaiser, Stefan Kirschner, Matthias Sci Rep Article Altered cerebral connectivity is one of the core pathophysiological mechanism underlying the development and progression of information-processing deficits in schizophrenia. To date, most diffusion tensor imaging (DTI) studies used fractional anisotropy (FA) to investigate disrupted white matter connections. However, a quantitative interpretation of FA changes is often impeded by the inherent limitations of the underlying tensor model. A more fine-grained measure of white matter alterations could be achieved by measuring fiber density (FD) - a novel non-tensor-derived diffusion marker. This study investigates, for the first time, FD alterations in schizophrenia patients. FD and FA maps were derived from diffusion data of 25 healthy controls (HC) and 21 patients with schizophrenia (SZ). Using tract-based spatial statistics (TBSS), group differences in FD and FA were investigated across the entire white matter. Furthermore, we performed a region of interest (ROI) analysis of frontal fasciculi to detect potential correlations between FD and positive symptoms. As a result, whole brain TBSS analysis revealed reduced FD in SZ patients compared to HC in several white matter tracts including the left and right thalamic radiation (TR), superior longitudinal fasciculus (SLF), corpus callosum (CC), and corticospinal tract (CST). In contrast, there were no significant FA differences between groups. Further, FD values in the TR were negatively correlated with the severity of positive symptoms and medication dose in SZ patients. In summary, a novel diffusion-weighted data analysis approach enabled us to identify widespread FD changes in SZ patients with most prominent white matter alterations in the frontal and subcortical regions. Our findings suggest that the new FD measure may be more sensitive to subtle changes in the white matter microstructure compared to FA, particularly in the given population. Therefore, investigating FD may be a promising approach to detect subtle changes in the white matter microstructure of altered connectivity in schizophrenia. Nature Publishing Group UK 2019-03-15 /pmc/articles/PMC6420505/ /pubmed/30874571 http://dx.doi.org/10.1038/s41598-019-40070-2 Text en © The Author(s) 2019 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 Stämpfli, Philipp Sommer, Stefan Manoliu, Andrei Burrer, Achim Schmidt, André Herdener, Marcus Seifritz, Erich Kaiser, Stefan Kirschner, Matthias Subtle white matter alterations in schizophrenia identified with a new measure of fiber density |
title | Subtle white matter alterations in schizophrenia identified with a new measure of fiber density |
title_full | Subtle white matter alterations in schizophrenia identified with a new measure of fiber density |
title_fullStr | Subtle white matter alterations in schizophrenia identified with a new measure of fiber density |
title_full_unstemmed | Subtle white matter alterations in schizophrenia identified with a new measure of fiber density |
title_short | Subtle white matter alterations in schizophrenia identified with a new measure of fiber density |
title_sort | subtle white matter alterations in schizophrenia identified with a new measure of fiber density |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420505/ https://www.ncbi.nlm.nih.gov/pubmed/30874571 http://dx.doi.org/10.1038/s41598-019-40070-2 |
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