Disrupted small world networks in patients without overt hepatic encephalopathy: A resting state fMRI study

被引:31
作者
Zhang, Long Jiang [1 ]
Zheng, Gang [1 ,2 ]
Zhang, Liping [3 ]
Zhong, Jianhui [4 ]
Li, Qiang [3 ]
Zhao, Tie Zhu [1 ,2 ]
Lu, Guang Ming [1 ]
机构
[1] Nanjing Univ, Dept Med Imaging, Jinling Hosp, Sch Med, Nanjing 210002, Jiangsu, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 210016, Jiangsu, Peoples R China
[3] Nanjing Univ Aeronaut & Astronaut, Coll Nat Sci, Nanjing 210016, Jiangsu, Peoples R China
[4] Zhejiang Univ, Dept Biomed Engn, Hangzhou 310027, Zhejiang, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Hepatic encephalopathy; Magnetic resonance imaging; Resting state; Blood oxygen level dependent; Graph theory; Small world property; Functional connectivity; FUNCTIONAL CONNECTIVITY; WORKING PARTY; BRAIN; MRI; ASSOCIATION;
D O I
10.1016/j.ejrad.2014.06.019
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To explore changes in functional connectivity and topological organization of brain functional networks in cirrhotic patients with minimal hepatic encephalopathy (MHE) and non hepatic encephalopathy (nonHE) and their relationship with clinical markers. Materials and methods: Resting-state functional MR imaging was acquired in 22 MHE, 29 nonHE patients and 33 healthy controls. Functional connectivity networks were obtained by computing temporal correlations between any pairs of 90 cortical and subcortical regions. Graph analysis measures were quantitatively assessed for each subject. One-way analysis of covariance was applied to identify statistical differences of functional connectivity and network parameters among three groups. Correlations between clinical markers, such as Child-Pugh scores, venous blood ammonia level, and number connection test type A (NCT-A)/digit symbol test (DST) scores, and connectivity/graph metrics were calculated. Results: Thirty functional connectivities represented by edges were found to be abnormal (P<0.05, FDR corrected) in cirrhotic patients, in which 16 edges (53.3%) were related with sub-cortical regions. MHE patients showed abnormal small-world attributes in the functional connectivity networks. Cirrhotic patients had significantly reduced nodal degree in 8 cortical regions and increased nodal centrality in 3 cortical regions. Twenty edges were correlated with either NCT-A or DST scores, in which 13 edges were related with sub-cortical regions. No correlation was found between Child-Pugh scores and graph theoretical measures in cirrhotic patients. Conclusion: Disturbances of brain functional connectivity and small world property loss are associated with neurocognitive impairment of cirrhotic patients. Reorganization of brain network occurred during disease progression from nonHE to MHE. (C) 2014 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:1890 / 1899
页数:10
相关论文
共 30 条
[1]   A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs [J].
Achard, S ;
Salvador, R ;
Whitcher, B ;
Suckling, J ;
Bullmore, ET .
JOURNAL OF NEUROSCIENCE, 2006, 26 (01) :63-72
[2]   Efficiency and cost of economical brain functional networks [J].
Achard, Sophie ;
Bullmore, Edward T. .
PLOS COMPUTATIONAL BIOLOGY, 2007, 3 (02) :174-183
[3]   Minimal hepatic encephalopathy matters in daily life [J].
Bajaj, Jasmohan S. .
WORLD JOURNAL OF GASTROENTEROLOGY, 2008, 14 (23) :3609-3615
[4]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[5]   Complex brain networks: graph theoretical analysis of structural and functional systems [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) :186-198
[6]  
DeLong M, 2009, PARKINSONISM RELAT D, V15, pS237
[7]   Minimal hepatic encephalopathy: Consensus statement of a working party of the Indian National Association for Study of the Liver [J].
Dhiman, Radha K. ;
Saraswat, Vivek A. ;
Sharma, Barjesh K. ;
Sarin, Shiv K. ;
Chawla, Yogesh K. ;
Butterworth, Roger ;
Duseja, Ajay ;
Aggarwal, Rakesh ;
Amarapurkar, Deepak ;
Sharma, Praveen ;
Madan, Kaushal ;
Shah, Samir ;
Seth, Avnish K. ;
Gupta, Rakesh K. ;
Koshy, Abraham ;
Rai, Ramesh R. ;
Dilawari, Jang B. ;
Mishra, Prakash ;
Acharya, Subrat K. .
JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2010, 25 (06) :1029-1041
[8]   Hepatic encephalopathy-definition, nomenclature, diagnosis, and quantification: Final report of the working party at the 11th World Congresses of Gastroenterology, Vienna, 1998 [J].
Ferenci, P ;
Lockwood, A ;
Mullen, K ;
Tarter, R ;
Weissenborn, K ;
Blei, AT .
HEPATOLOGY, 2002, 35 (03) :716-721
[9]   Structural insights into aberrant topological patterns of large-scale cortical networks in Alzheimer's Disease [J].
He, Yong ;
Chen, Zhang ;
Evans, Alan .
JOURNAL OF NEUROSCIENCE, 2008, 28 (18) :4756-4766
[10]   Small-world anatomical networks in the human brain revealed by cortical thickness from MRI [J].
He, Yong ;
Chen, Zhang J. ;
Evans, Alan C. .
CEREBRAL CORTEX, 2007, 17 (10) :2407-2419