Impaired Small-World Network Efficiency and Dynamic Functional Distribution in Patients with Cirrhosis

被引:39
|
作者
Hsu, Tun-Wei [1 ,2 ]
Wu, Changwei W. [3 ]
Cheng, Yu-Fan [4 ]
Chen, Hsiu-Ling [1 ,4 ]
Lu, Cheng-Hsien [5 ]
Cho, Kuan-Hung [6 ]
Lin, Wei-Che [1 ,4 ]
Lin, Ching-Po [1 ,6 ]
机构
[1] Natl Yang Ming Univ, Dept Biomed Imaging & Radiol Sci, Taipei 112, Taiwan
[2] Taipei Vet Gen Hosp, Dept Diagnost Radiol, Taipei, Taiwan
[3] Natl Cent Univ, Inst Biomed Engn, Tao Yuan, Taiwan
[4] Chang Gung Univ, Kaohsiung Chang Gung Mem Hosp, Coll Med, Dept Diagnost Radiol, Kaohsiung, Taiwan
[5] Chang Gung Univ, Kaohsiung Chang Gung Mem Hosp, Coll Med, Dept Neurol, Kaohsiung, Taiwan
[6] Natl Yang Ming Univ, Inst Neurosci, Brain Connect Lab, Taipei 112, Taiwan
来源
PLOS ONE | 2012年 / 7卷 / 05期
关键词
CEREBRAL-BLOOD-FLOW; SUBCLINICAL HEPATIC-ENCEPHALOPATHY; GRAPH-THEORETICAL ANALYSIS; RESTING-STATE; GLUCOSE-METABOLISM; CORTICAL THICKNESS; BRAIN; CONNECTIVITY; CORTEX; FREQUENCY;
D O I
10.1371/journal.pone.0035266
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:14
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