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Network Centrality in the Human Functional Connectome

文献类型:期刊论文

作者Zuo, Xi-Nian1,2; Ehmke, Ross3; Mennes, Maarten2; Imperati, Davide2; Castellanos, F. Xavier2,4; Sporns, Olaf3; Milham, Michael P.4,5
刊名CEREBRAL CORTEX
出版日期2012-08-01
卷号22期号:8页码:1862-1875
关键词functional connectome network centrality resting-state fMRI test-retest reliability whole-brain connectivity
ISSN号1047-3211
产权排序1
通讯作者Zuo, XN (reprint author), Chinese Acad Sci, Inst Psychol, Lab Funct Connectome & Dev, Key Lab Behav Sci, 4A Datun Rd, Beijing 100101, Peoples R China.
英文摘要The network architecture of functional connectivity within the human brain connectome is poorly understood at the voxel level. Here, using resting state functional magnetic resonance imaging data from 1003 healthy adults, we investigate a broad array of network centrality measures to provide novel insights into connectivity within the whole-brain functional network (i.e., the functional connectome). We first assemble and visualize the voxel-wise (4 mm) functional connectome as a functional network. We then demonstrate that each centrality measure captures different aspects of connectivity, highlighting the importance of considering both global and local connectivity properties of the functional connectome. Beyond "detecting functional hubs," we treat centrality as measures of functional connectivity within the brain connectome and demonstrate their reliability and phenotypic correlates (i.e., age and sex). Specifically, our analyses reveal age-related decreases in degree centrality, but not eigenvector centrality, within precuneus and posterior cingulate regions. This implies that while local or (direct) connectivity decreases with age, connections with hub-like regions within the brain remain stable with age at a global level. In sum, these findings demonstrate the nonredundancy of various centrality measures and raise questions regarding their underlying physiological mechanisms that may be relevant to the study of neurodegenerative and psychiatric disorders.
学科主题Cognitive neuroscience,Medical psychology
收录类别SCI
项目简介Dr X.-N.Z. acknowledges support from Startup Foundation for Distinguished Research Professor of Institute for Psychology (Y0CX492S03), the Natural Science Foundation of China (81171409), and Dr O.S. acknowledges support from the J.S. McDonnell Foundation.
原文出处http://cercor.oxfordjournals.org/content/22/8/1862.full.pdf+html
语种英语
WOS记录号WOS:000307486100013
源URL[http://ir.psych.ac.cn/handle/311026/12868]  
专题心理研究所_中国科学院行为科学重点实验室
作者单位1.Chinese Acad Sci, Inst Psychol, Lab Funct Connectome & Dev, Key Lab Behav Sci, Beijing 100101, Peoples R China
2.NYU, Langone Med Ctr, Phyllis Green & Randolph Cowen Inst Pediat Neuros, New York, NY 10016 USA
3.Indiana Univ, Dept Psychol & Brain Sci, Bloomington, IN 47405 USA
4.Nathan S Kline Inst Psychiat Res, Orangeburg, NY 10962 USA
5.Child Mind Inst, Ctr Developing Brain, New York, NY 10022 USA
推荐引用方式
GB/T 7714
Zuo, Xi-Nian,Ehmke, Ross,Mennes, Maarten,et al. Network Centrality in the Human Functional Connectome[J]. CEREBRAL CORTEX,2012,22(8):1862-1875.
APA Zuo, Xi-Nian.,Ehmke, Ross.,Mennes, Maarten.,Imperati, Davide.,Castellanos, F. Xavier.,...&Milham, Michael P..(2012).Network Centrality in the Human Functional Connectome.CEREBRAL CORTEX,22(8),1862-1875.
MLA Zuo, Xi-Nian,et al."Network Centrality in the Human Functional Connectome".CEREBRAL CORTEX 22.8(2012):1862-1875.

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来源:心理研究所

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