Impaired small-world network efficiency and dynamic functional distribution in patients with cirrhosis.

Hepatic encephalopathy (HE) is a complex neuropsychiatric syndrome and a major complication of liver cirrhosis. Dysmetabolism of the brain, related to elevated ammonia levels, interferes with intercortical connectivity and cognitive function. For evaluation of network efficiency, a 'small-world...

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Main Authors: Tun-Wei Hsu, Changwei W Wu, Yu-Fan Cheng, Hsiu-Ling Chen, Cheng-Hsien Lu, Kuan-Hung Cho, Wei-Che Lin, Ching-Po Lin
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3341390?pdf=render
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spelling doaj-0a8f787788d24abc84f391b29fa3624a2020-11-25T02:20:09ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-0175e3526610.1371/journal.pone.0035266Impaired small-world network efficiency and dynamic functional distribution in patients with cirrhosis.Tun-Wei HsuChangwei W WuYu-Fan ChengHsiu-Ling ChenCheng-Hsien LuKuan-Hung ChoWei-Che LinChing-Po LinHepatic encephalopathy (HE) is a complex neuropsychiatric syndrome and a major complication of liver cirrhosis. Dysmetabolism of the brain, related to elevated ammonia levels, interferes with intercortical connectivity and cognitive function. For evaluation of network efficiency, a 'small-world' network model can quantify the effectiveness of information transfer within brain networks. This study aimed to use small-world topology to investigate abnormalities of neuronal connectivity among widely distributed brain regions in patients with liver cirrhosis using resting-state functional magnetic resonance imaging (rs-fMRI). Seventeen cirrhotic patients without HE, 9 with minimal HE, 9 with overt HE, and 35 healthy controls were compared. The interregional correlation matrix was obtained by averaging the rs-fMRI time series over all voxels in each of the 90 regions using the automated anatomical labeling model. Cost and correlation threshold values were then applied to construct the functional brain network. The absolute and relative network efficiencies were calculated; quantifying distinct aspects of the local and global topological network organization. Correlations between network topology parameters, ammonia levels, and the severity of HE were determined using linear regression and ANOVA. The local and global topological efficiencies of the functional connectivity network were significantly disrupted in HE patients; showing abnormal small-world properties. Alterations in regional characteristics, including nodal efficiency and nodal strength, occurred predominantly in the association, primary, and limbic/paralimbic regions. The degree of network organization disruption depended on the severity of HE. Ammonia levels were also significantly associated with the alterations in local network properties. Results indicated that alterations in the rs-fMRI network topology of the brain were associated with HE grade; and that focal or diffuse lesions disturbed the functional network to further alter the global topology and efficiency of the whole brain network. These findings provide insights into the functional changes in the human brain in HE.http://europepmc.org/articles/PMC3341390?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Tun-Wei Hsu
Changwei W Wu
Yu-Fan Cheng
Hsiu-Ling Chen
Cheng-Hsien Lu
Kuan-Hung Cho
Wei-Che Lin
Ching-Po Lin
spellingShingle Tun-Wei Hsu
Changwei W Wu
Yu-Fan Cheng
Hsiu-Ling Chen
Cheng-Hsien Lu
Kuan-Hung Cho
Wei-Che Lin
Ching-Po Lin
Impaired small-world network efficiency and dynamic functional distribution in patients with cirrhosis.
PLoS ONE
author_facet Tun-Wei Hsu
Changwei W Wu
Yu-Fan Cheng
Hsiu-Ling Chen
Cheng-Hsien Lu
Kuan-Hung Cho
Wei-Che Lin
Ching-Po Lin
author_sort Tun-Wei Hsu
title Impaired small-world network efficiency and dynamic functional distribution in patients with cirrhosis.
title_short Impaired small-world network efficiency and dynamic functional distribution in patients with cirrhosis.
title_full Impaired small-world network efficiency and dynamic functional distribution in patients with cirrhosis.
title_fullStr Impaired small-world network efficiency and dynamic functional distribution in patients with cirrhosis.
title_full_unstemmed Impaired small-world network efficiency and dynamic functional distribution in patients with cirrhosis.
title_sort impaired small-world network efficiency and dynamic functional distribution in patients with cirrhosis.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2012-01-01
description Hepatic encephalopathy (HE) is a complex neuropsychiatric syndrome and a major complication of liver cirrhosis. Dysmetabolism of the brain, related to elevated ammonia levels, interferes with intercortical connectivity and cognitive function. For evaluation of network efficiency, a 'small-world' network model can quantify the effectiveness of information transfer within brain networks. This study aimed to use small-world topology to investigate abnormalities of neuronal connectivity among widely distributed brain regions in patients with liver cirrhosis using resting-state functional magnetic resonance imaging (rs-fMRI). Seventeen cirrhotic patients without HE, 9 with minimal HE, 9 with overt HE, and 35 healthy controls were compared. The interregional correlation matrix was obtained by averaging the rs-fMRI time series over all voxels in each of the 90 regions using the automated anatomical labeling model. Cost and correlation threshold values were then applied to construct the functional brain network. The absolute and relative network efficiencies were calculated; quantifying distinct aspects of the local and global topological network organization. Correlations between network topology parameters, ammonia levels, and the severity of HE were determined using linear regression and ANOVA. The local and global topological efficiencies of the functional connectivity network were significantly disrupted in HE patients; showing abnormal small-world properties. Alterations in regional characteristics, including nodal efficiency and nodal strength, occurred predominantly in the association, primary, and limbic/paralimbic regions. The degree of network organization disruption depended on the severity of HE. Ammonia levels were also significantly associated with the alterations in local network properties. Results indicated that alterations in the rs-fMRI network topology of the brain were associated with HE grade; and that focal or diffuse lesions disturbed the functional network to further alter the global topology and efficiency of the whole brain network. These findings provide insights into the functional changes in the human brain in HE.
url http://europepmc.org/articles/PMC3341390?pdf=render
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