Cargando…

Comparison of topological properties of functional brain networks with graph theory in temporal lobe epilepsy with different duration of disease

BACKGROUND: Our study was performed to measure the alterations in topological properties of the functional brain network of temporal lobe epilepsy (TLE) at different durations, exploring the potential progression and neuropathophysiological mechanisms of TLE. METHODS: Fifty-eight subjects, including...

Descripción completa

Detalles Bibliográficos
Autores principales: Liang, Xiulin, Pang, Xiaomin, Liu, Jinping, Zhao, Jingyuan, Yu, Lu, Zheng, Jinou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7729351/
https://www.ncbi.nlm.nih.gov/pubmed/33313248
http://dx.doi.org/10.21037/atm-20-6823
_version_ 1783621438610079744
author Liang, Xiulin
Pang, Xiaomin
Liu, Jinping
Zhao, Jingyuan
Yu, Lu
Zheng, Jinou
author_facet Liang, Xiulin
Pang, Xiaomin
Liu, Jinping
Zhao, Jingyuan
Yu, Lu
Zheng, Jinou
author_sort Liang, Xiulin
collection PubMed
description BACKGROUND: Our study was performed to measure the alterations in topological properties of the functional brain network of temporal lobe epilepsy (TLE) at different durations, exploring the potential progression and neuropathophysiological mechanisms of TLE. METHODS: Fifty-eight subjects, including 17 TLE patients with a disease duration of ≤5 years (TLE-SD), 20 TLE patients with a disease duration of >5 years (TLE-LD), and 21 healthy controls firstly underwent the Attention Network Test (ANT) to assess the alertness function and received the resting-state functional magnetic resonance imaging (rs-fMRI). Next, a functional brain network was set up, and then the related graph of theoretical network analysis was conducted. Finally, the correlation between network property and the neuropsychological score was analyzed. RESULTS: The global and local efficiencies of functional brain networks in TLE-SD patients significantly decreased and tended toward random alterations. Also, the degree centrality (DC) and nodal efficiency (Ne) in right medial pre-frontal thalamus (mPFtha) and right rostral temporal thalamus (rTtha) of TLE-SD patients significantly reduced. Further analysis showed that alertness was positively associated with the characteristic path length but negatively related to the global and local efficiencies in TLE-SD patients; alertness was negatively related to the Ne of mPFtha in TLE-LD patients. CONCLUSIONS: Our study showed that the functional brain network of TLE patients might undergo compensatory reorganization as the disease progresses, which provides useful insights into the progression and mechanism of TLE.
format Online
Article
Text
id pubmed-7729351
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher AME Publishing Company
record_format MEDLINE/PubMed
spelling pubmed-77293512020-12-11 Comparison of topological properties of functional brain networks with graph theory in temporal lobe epilepsy with different duration of disease Liang, Xiulin Pang, Xiaomin Liu, Jinping Zhao, Jingyuan Yu, Lu Zheng, Jinou Ann Transl Med Original Article BACKGROUND: Our study was performed to measure the alterations in topological properties of the functional brain network of temporal lobe epilepsy (TLE) at different durations, exploring the potential progression and neuropathophysiological mechanisms of TLE. METHODS: Fifty-eight subjects, including 17 TLE patients with a disease duration of ≤5 years (TLE-SD), 20 TLE patients with a disease duration of >5 years (TLE-LD), and 21 healthy controls firstly underwent the Attention Network Test (ANT) to assess the alertness function and received the resting-state functional magnetic resonance imaging (rs-fMRI). Next, a functional brain network was set up, and then the related graph of theoretical network analysis was conducted. Finally, the correlation between network property and the neuropsychological score was analyzed. RESULTS: The global and local efficiencies of functional brain networks in TLE-SD patients significantly decreased and tended toward random alterations. Also, the degree centrality (DC) and nodal efficiency (Ne) in right medial pre-frontal thalamus (mPFtha) and right rostral temporal thalamus (rTtha) of TLE-SD patients significantly reduced. Further analysis showed that alertness was positively associated with the characteristic path length but negatively related to the global and local efficiencies in TLE-SD patients; alertness was negatively related to the Ne of mPFtha in TLE-LD patients. CONCLUSIONS: Our study showed that the functional brain network of TLE patients might undergo compensatory reorganization as the disease progresses, which provides useful insights into the progression and mechanism of TLE. AME Publishing Company 2020-11 /pmc/articles/PMC7729351/ /pubmed/33313248 http://dx.doi.org/10.21037/atm-20-6823 Text en 2020 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Original Article
Liang, Xiulin
Pang, Xiaomin
Liu, Jinping
Zhao, Jingyuan
Yu, Lu
Zheng, Jinou
Comparison of topological properties of functional brain networks with graph theory in temporal lobe epilepsy with different duration of disease
title Comparison of topological properties of functional brain networks with graph theory in temporal lobe epilepsy with different duration of disease
title_full Comparison of topological properties of functional brain networks with graph theory in temporal lobe epilepsy with different duration of disease
title_fullStr Comparison of topological properties of functional brain networks with graph theory in temporal lobe epilepsy with different duration of disease
title_full_unstemmed Comparison of topological properties of functional brain networks with graph theory in temporal lobe epilepsy with different duration of disease
title_short Comparison of topological properties of functional brain networks with graph theory in temporal lobe epilepsy with different duration of disease
title_sort comparison of topological properties of functional brain networks with graph theory in temporal lobe epilepsy with different duration of disease
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7729351/
https://www.ncbi.nlm.nih.gov/pubmed/33313248
http://dx.doi.org/10.21037/atm-20-6823
work_keys_str_mv AT liangxiulin comparisonoftopologicalpropertiesoffunctionalbrainnetworkswithgraphtheoryintemporallobeepilepsywithdifferentdurationofdisease
AT pangxiaomin comparisonoftopologicalpropertiesoffunctionalbrainnetworkswithgraphtheoryintemporallobeepilepsywithdifferentdurationofdisease
AT liujinping comparisonoftopologicalpropertiesoffunctionalbrainnetworkswithgraphtheoryintemporallobeepilepsywithdifferentdurationofdisease
AT zhaojingyuan comparisonoftopologicalpropertiesoffunctionalbrainnetworkswithgraphtheoryintemporallobeepilepsywithdifferentdurationofdisease
AT yulu comparisonoftopologicalpropertiesoffunctionalbrainnetworkswithgraphtheoryintemporallobeepilepsywithdifferentdurationofdisease
AT zhengjinou comparisonoftopologicalpropertiesoffunctionalbrainnetworkswithgraphtheoryintemporallobeepilepsywithdifferentdurationofdisease