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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Veröffentlicht in:PloS one 2012-05, Vol.7 (5), p.e35266-e35266
Hauptverfasser: Hsu, Tun-Wei, Wu, Changwei W, Cheng, Yu-Fan, Chen, Hsiu-Ling, Lu, Cheng-Hsien, Cho, Kuan-Hung, Lin, Wei-Che, Lin, Ching-Po
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container_issue 5
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container_title PloS one
container_volume 7
creator Hsu, Tun-Wei
Wu, Changwei W
Cheng, Yu-Fan
Chen, Hsiu-Ling
Lu, Cheng-Hsien
Cho, Kuan-Hung
Lin, Wei-Che
Lin, Ching-Po
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.
doi_str_mv 10.1371/journal.pone.0035266
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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. 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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.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>22563460</pmid><doi>10.1371/journal.pone.0035266</doi><tpages>e35266</tpages><oa>free_for_read</oa></addata></record>
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subjects Abnormalities
Adult
Aged
Alterations
Ammonia
Ammonia - metabolism
Biology
Brain
Brain - metabolism
Brain - physiopathology
Brain diseases
Brain Mapping
Care and treatment
Cirrhosis
Cognitive ability
Comparative analysis
Consciousness
Correlation
Correlation analysis
Disruption
Encephalopathy
Female
Functional magnetic resonance imaging
Hepatic encephalopathy
Hospitals
Humans
Information transfer
Lesions
Linear Models
Liver
Liver cirrhosis
Liver Cirrhosis - metabolism
Liver Cirrhosis - physiopathology
Liver diseases
Magnetic resonance
Magnetic Resonance Imaging
Male
Medical imaging
Medical research
Medicine
Metabolism
Middle Aged
Models, Neurological
Nerve Net - metabolism
Nerve Net - physiopathology
Network topologies
Neural networks
Neural Pathways - metabolism
Neural Pathways - physiopathology
Neuroimaging
Neurons
Neurosciences
Patient compliance
Patients
Quality
Radiology
Studies
Tomography
Topology
Traumatic brain injury
Variance analysis
title Impaired small-world network efficiency and dynamic functional distribution in patients with cirrhosis
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