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White matter integrity and structural brain network topology in cerebral small vessel disease: The Hamburg city health study
Cerebral small vessel disease is a common finding in the elderly and associated with various clinical sequelae. Previous studies suggest disturbances in the integration capabilities of structural brain networks as a mediating link between imaging and clinical presentations. To what extent cerebral s...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7927298/ https://www.ncbi.nlm.nih.gov/pubmed/33289924 http://dx.doi.org/10.1002/hbm.25301 |
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author | Frey, Benedikt M. Petersen, Marvin Schlemm, Eckhard Mayer, Carola Hanning, Uta Engelke, Kristin Fiehler, Jens Borof, Katrin Jagodzinski, Annika Gerloff, Christian Thomalla, Götz Cheng, Bastian |
author_facet | Frey, Benedikt M. Petersen, Marvin Schlemm, Eckhard Mayer, Carola Hanning, Uta Engelke, Kristin Fiehler, Jens Borof, Katrin Jagodzinski, Annika Gerloff, Christian Thomalla, Götz Cheng, Bastian |
author_sort | Frey, Benedikt M. |
collection | PubMed |
description | Cerebral small vessel disease is a common finding in the elderly and associated with various clinical sequelae. Previous studies suggest disturbances in the integration capabilities of structural brain networks as a mediating link between imaging and clinical presentations. To what extent cerebral small vessel disease might interfere with other measures of global network topology is not well understood. Connectomes were reconstructed via diffusion weighted imaging in a sample of 930 participants from a population based epidemiologic study. Linear models were fitted testing for an association of graph‐theoretical measures reflecting integration and segregation with both the Peak width of Skeletonized Mean Diffusivity (PSMD) and the load of white matter hyperintensities of presumed vascular origin (WMH). The latter were subdivided in periventricular and deep for an analysis of localisation‐dependent correlations of cerebral small vessel disease. The median WMH volume was 0.6 mL (1.4) and the median PSMD 2.18 mm(2)/s x 10(−4) (0.5). The connectomes showed a median density of 0.880 (0.030), the median values for normalised global efficiency, normalised clustering coefficient, modularity Q and small‐world propensity were 0.780 (0.045), 1.182 (0.034), 0.593 (0.026) and 0.876 (0.040) respectively. An increasing burden of cerebral small vessel disease was significantly associated with a decreased integration and increased segregation and thus decreased small‐worldness of structural brain networks. Even in rather healthy subjects increased cerebral small vessel disease burden is accompanied by topological brain network disturbances. Segregation parameters and small‐worldness might as well contribute to the understanding of the known clinical sequelae of cerebral small vessel disease. |
format | Online Article Text |
id | pubmed-7927298 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79272982021-03-12 White matter integrity and structural brain network topology in cerebral small vessel disease: The Hamburg city health study Frey, Benedikt M. Petersen, Marvin Schlemm, Eckhard Mayer, Carola Hanning, Uta Engelke, Kristin Fiehler, Jens Borof, Katrin Jagodzinski, Annika Gerloff, Christian Thomalla, Götz Cheng, Bastian Hum Brain Mapp Research Articles Cerebral small vessel disease is a common finding in the elderly and associated with various clinical sequelae. Previous studies suggest disturbances in the integration capabilities of structural brain networks as a mediating link between imaging and clinical presentations. To what extent cerebral small vessel disease might interfere with other measures of global network topology is not well understood. Connectomes were reconstructed via diffusion weighted imaging in a sample of 930 participants from a population based epidemiologic study. Linear models were fitted testing for an association of graph‐theoretical measures reflecting integration and segregation with both the Peak width of Skeletonized Mean Diffusivity (PSMD) and the load of white matter hyperintensities of presumed vascular origin (WMH). The latter were subdivided in periventricular and deep for an analysis of localisation‐dependent correlations of cerebral small vessel disease. The median WMH volume was 0.6 mL (1.4) and the median PSMD 2.18 mm(2)/s x 10(−4) (0.5). The connectomes showed a median density of 0.880 (0.030), the median values for normalised global efficiency, normalised clustering coefficient, modularity Q and small‐world propensity were 0.780 (0.045), 1.182 (0.034), 0.593 (0.026) and 0.876 (0.040) respectively. An increasing burden of cerebral small vessel disease was significantly associated with a decreased integration and increased segregation and thus decreased small‐worldness of structural brain networks. Even in rather healthy subjects increased cerebral small vessel disease burden is accompanied by topological brain network disturbances. Segregation parameters and small‐worldness might as well contribute to the understanding of the known clinical sequelae of cerebral small vessel disease. John Wiley & Sons, Inc. 2020-12-08 /pmc/articles/PMC7927298/ /pubmed/33289924 http://dx.doi.org/10.1002/hbm.25301 Text en © 2020 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. 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 Frey, Benedikt M. Petersen, Marvin Schlemm, Eckhard Mayer, Carola Hanning, Uta Engelke, Kristin Fiehler, Jens Borof, Katrin Jagodzinski, Annika Gerloff, Christian Thomalla, Götz Cheng, Bastian White matter integrity and structural brain network topology in cerebral small vessel disease: The Hamburg city health study |
title | White matter integrity and structural brain network topology in cerebral small vessel disease: The Hamburg city health study |
title_full | White matter integrity and structural brain network topology in cerebral small vessel disease: The Hamburg city health study |
title_fullStr | White matter integrity and structural brain network topology in cerebral small vessel disease: The Hamburg city health study |
title_full_unstemmed | White matter integrity and structural brain network topology in cerebral small vessel disease: The Hamburg city health study |
title_short | White matter integrity and structural brain network topology in cerebral small vessel disease: The Hamburg city health study |
title_sort | white matter integrity and structural brain network topology in cerebral small vessel disease: the hamburg city health study |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7927298/ https://www.ncbi.nlm.nih.gov/pubmed/33289924 http://dx.doi.org/10.1002/hbm.25301 |
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