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Alterations of structural connectivity and structural co-variance network in focal cortical dysplasia
BACKGROUND: The aim of this study was to investigate alterations in structural connectivity and structural co-variance network in patients with focal cortical dysplasia (FCD). METHODS: We enrolled 37 patients with FCD and 35 healthy controls. All subjects underwent brain MRI with the same scanner an...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8394627/ https://www.ncbi.nlm.nih.gov/pubmed/34452597 http://dx.doi.org/10.1186/s12883-021-02358-7 |
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author | Lee, Dong Ah Lee, Ho-Joon Kim, Hyung Chan Park, Kang Min |
author_facet | Lee, Dong Ah Lee, Ho-Joon Kim, Hyung Chan Park, Kang Min |
author_sort | Lee, Dong Ah |
collection | PubMed |
description | BACKGROUND: The aim of this study was to investigate alterations in structural connectivity and structural co-variance network in patients with focal cortical dysplasia (FCD). METHODS: We enrolled 37 patients with FCD and 35 healthy controls. All subjects underwent brain MRI with the same scanner and with the same protocol, which included diffusion tensor imaging (DTI) and T1-weighted imaging. We analyzed the structural connectivity based on DTI, and structural co-variance network based on the structural volume with T1-weighted imaging. We created a connectivity matrix and obtained network measures from the matrix using the graph theory. We tested the difference in network measure between patients with FCD and healthy controls. RESULTS: In the structural connectivity analysis, we found that the local efficiency in patients with FCD was significantly lower than in healthy controls (2.390 vs. 2.578, p = 0.031). Structural co-variance network analysis revealed that the mean clustering coefficient, global efficiency, local efficiency, and transitivity were significantly decreased in patients with FCD compared to those in healthy controls (0.527 vs. 0.635, p = 0.036; 0.545 vs. 0.648, p = 0.026; 2.699 vs. 3.801, p = 0.019; 0.791 vs. 0.954, p = 0.026, respectively). CONCLUSIONS: We demonstrate that there are significant alterations in structural connectivity, based on DTI, and structural co-variance network, based on the structural volume, in patients with FCD compared to healthy controls. These findings suggest that focal lesions with FCD could affect the whole-brain network and that FCD is a network disease. |
format | Online Article Text |
id | pubmed-8394627 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83946272021-08-30 Alterations of structural connectivity and structural co-variance network in focal cortical dysplasia Lee, Dong Ah Lee, Ho-Joon Kim, Hyung Chan Park, Kang Min BMC Neurol Research Article BACKGROUND: The aim of this study was to investigate alterations in structural connectivity and structural co-variance network in patients with focal cortical dysplasia (FCD). METHODS: We enrolled 37 patients with FCD and 35 healthy controls. All subjects underwent brain MRI with the same scanner and with the same protocol, which included diffusion tensor imaging (DTI) and T1-weighted imaging. We analyzed the structural connectivity based on DTI, and structural co-variance network based on the structural volume with T1-weighted imaging. We created a connectivity matrix and obtained network measures from the matrix using the graph theory. We tested the difference in network measure between patients with FCD and healthy controls. RESULTS: In the structural connectivity analysis, we found that the local efficiency in patients with FCD was significantly lower than in healthy controls (2.390 vs. 2.578, p = 0.031). Structural co-variance network analysis revealed that the mean clustering coefficient, global efficiency, local efficiency, and transitivity were significantly decreased in patients with FCD compared to those in healthy controls (0.527 vs. 0.635, p = 0.036; 0.545 vs. 0.648, p = 0.026; 2.699 vs. 3.801, p = 0.019; 0.791 vs. 0.954, p = 0.026, respectively). CONCLUSIONS: We demonstrate that there are significant alterations in structural connectivity, based on DTI, and structural co-variance network, based on the structural volume, in patients with FCD compared to healthy controls. These findings suggest that focal lesions with FCD could affect the whole-brain network and that FCD is a network disease. BioMed Central 2021-08-27 /pmc/articles/PMC8394627/ /pubmed/34452597 http://dx.doi.org/10.1186/s12883-021-02358-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Lee, Dong Ah Lee, Ho-Joon Kim, Hyung Chan Park, Kang Min Alterations of structural connectivity and structural co-variance network in focal cortical dysplasia |
title | Alterations of structural connectivity and structural co-variance network in focal cortical dysplasia |
title_full | Alterations of structural connectivity and structural co-variance network in focal cortical dysplasia |
title_fullStr | Alterations of structural connectivity and structural co-variance network in focal cortical dysplasia |
title_full_unstemmed | Alterations of structural connectivity and structural co-variance network in focal cortical dysplasia |
title_short | Alterations of structural connectivity and structural co-variance network in focal cortical dysplasia |
title_sort | alterations of structural connectivity and structural co-variance network in focal cortical dysplasia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8394627/ https://www.ncbi.nlm.nih.gov/pubmed/34452597 http://dx.doi.org/10.1186/s12883-021-02358-7 |
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