Disrupted small-world networks in schizophrenia

被引:836
作者
Liu, Yong [1 ]
Liang, Meng [1 ,2 ]
Zhou, Yuan [1 ]
He, Yong [1 ,3 ]
Hao, Yihui [4 ]
Song, Ming [1 ]
Yu, Chunshui [5 ]
Liu, Haihong [4 ]
Liu, Zhening [4 ]
Jiang, Tianzi [1 ]
机构
[1] Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
[2] Univ Oxford, Dept Physiol Anat & Genet, Oxford OX1 3QX, England
[3] McGill Univ, Montreal Neurol Inst, McConnell Brain Imaging Ctr, Montreal, PQ H3A 2B4, Canada
[4] Cent S Univ, Xiangya Hosp 2, Inst Mental Hlth, Changsha 410011, Hunan, Peoples R China
[5] Capital Med Univ, Xuanwu Hosp, Dept Radiol, Beijing 100053, Peoples R China
基金
中国国家自然科学基金;
关键词
efficient small-world; brain functional networks; functional connectivity; resting-state fMRI; schizophrenia;
D O I
10.1093/brain/awn018
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
The human brain has been described as a large, sparse, complex network characterized by efficient small-world properties, which assure that the brain generates and integrates information with high efficiency. Many previous neuroimaging studies have provided consistent evidence of dysfunctional connectivity among the brain regions in schizophrenia; however, little is known about whether or not this dysfunctional connectivity causes disruption of the topological properties of brain functional networks. To this end, we investigated the topological properties of human brain functional networks derived from resting-state functional magnetic resonance imaging (fMRI). Data was obtained from 31 schizophrenia patients and 31 healthy subjects; then functional connectivity between 90 cortical and sub-cortical regions was estimated by partial correlation analysis and thresholded to construct a set of undirected graphs. Our findings demonstrated that the brain functional networks had efficient small-world properties in the healthy subjects; whereas these properties were disrupted in the patients with schizophrenia. Brain functional networks have efficient small-world properties which support efficient parallel information transfer at a relatively low cost. More importantly, in patients with schizophrenia the small-world topological properties are significantly altered in many brain regions in the prefrontal, parietal and temporal lobes. These findings are consistent with a hypothesis of dysfunctional integration of the brain in this illness. Specifically, we found that these altered topological measurements correlate with illness duration in schizophrenia. Detection and estimation of these alterations could prove helpful for understanding the pathophysiological mechanism as well as for evaluation of the severity of schizophrenia.
引用
收藏
页码:945 / 961
页数:17
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