Different topological organization of human brain functional networks with eyes open versus eyes closed

被引:121
|
作者
Xu, Pengfei [1 ]
Huang, Ruiwang [1 ,2 ]
Wang, Jinhui [1 ]
Van Dam, Nicholas T. [3 ]
Xie, Teng [1 ]
Dong, Zhangye [1 ]
Chen, Chunping [4 ]
Gu, Ruolei [5 ]
Zang, Yu-Feng [1 ,6 ]
He, Yong [1 ,7 ]
Fan, Jin [8 ,9 ,10 ,11 ]
Luo, Yue-Jia [12 ]
机构
[1] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
[2] S China Normal Univ, Sch Psychol, Ctr Studies Psychol Applicat,Brain Imaging Ctr, Guangdong Key Lab Mental Hlth & Cognit Sci, Guangzhou 510631, Guangdong, Peoples R China
[3] NYU, Sch Med, Dept Psychiat, New York, NY 10016 USA
[4] Chinese Acad Sci, Inst Psychol, Key Lab Mental Hlth, Beijing 100101, Peoples R China
[5] Chinese Acad Sci, Inst Psychol, Key Lab Behav Sci, Beijing 100101, Peoples R China
[6] Hangzhou Normal Univ, Affiliated Hosp, Ctr Cognit & Brain Disorders, Hangzhou 310015, Zhejiang, Peoples R China
[7] Beijing Normal Univ, IDG McGovern Inst Brain Res, Beijing 100875, Peoples R China
[8] CUNY, Queens Coll, Dept Psychol, New York, NY 11367 USA
[9] Ichan Sch Med Mt Sinai, Dept Psychiat, New York, NY 10029 USA
[10] Ichan Sch Med Mt Sinai, Fishberg Dept Neurosci, New York, NY 10029 USA
[11] Ichan Sch Med Mt Sinai, Friedman Brain Inst, New York, NY 10029 USA
[12] Shenzhen Univ, Inst Affect & Social Neurosci, Shenzhen 518060, Peoples R China
关键词
Exteroceptive; Interoceptive; Connectome; Graph theory; Resting-state functional MRI; DEFAULT MODE NETWORK; EXTRASTRIATE BODY AREA; HUMAN VISUAL-CORTEX; RESTING-STATE FMRI; SMALL-WORLD; GLOBAL SIGNAL; ACTIVATION PATTERNS; CONNECTIVITY MRI; HEAD MOTION; ATTENTION;
D O I
10.1016/j.neuroimage.2013.12.060
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Opening and closing the eyes are fundamental behaviors for directing attention to the external versus internal world. However, it remains unclear whether the states of eyes-open (EO) relative to eyes-closed (EC) are associated with different topological organizations of functional neural networks for exteroceptive and interoceptive processing (processing the external world and internal state, respectively). Here, we used resting-state functional magnetic resonance imaging and neural network analysis to investigate the topological properties of functional networks of the human brain when the eyes were open versus closed. The brain networks exhibited higher cliquishness and local efficiency, but lower global efficiency during the EO state compared to the EC state. These properties suggest an increase in specialized information processing along with a decrease in integrated information processing in EO (vs. EC). More importantly, the "exteroceptive" network, including the attentional system (e.g., superior parietal gyrus and inferior parietal lobule), ocular motor system (e.g., precentral gyrus and superior frontal gyrus), and arousal system (e.g., insula and thalamus), showed higher regional nodal properties (nodal degree, efficiency and betweenness centrality) in EO relative to EC. In contrast, the "interoceptive" network, composed of visual system (e.g., lingual gyrus, fusiform gyrus and cuneus), auditory system (e.g., Heschl's gyurs), somatosensory system (e.g., postcentral gyrus), and part of the default mode network (e.g., angular gyrus and anterior cingulate gyrus), showed significantly higher regional properties in EC vs. EO. In addition, the connections across sensory modalities were altered by volitional eye opening. The synchronicity between the visual system and the motor, somatosensory and auditory systems, characteristic of EC, was attenuated in EO. Further, the connections between the visual system and the attention, arousal and subcortical systems were increased in EO. These results may indicate that EO leads to a suppression of sensory modalities (other than visual) to allocate resources to exteroceptive processing. Our findings suggest that the topological organization of human brain networks dynamically switches corresponding to the information processing modes as we open or close our eyes. (C) 2014 Published by Elsevier Inc.
引用
收藏
页码:246 / 255
页数:10
相关论文
共 50 条
  • [1] Open eyes and closed eyes elicit different temporal properties of brain functional networks
    Weng, Yihe
    Liu, Xiaojin
    Hu, Huiqing
    Huang, Huiyuan
    Zheng, Senning
    Chen, Qinyuan
    Song, Jie
    Cao, Bolin
    Wang, Junjing
    Wang, Shuai
    Huang, Ruiwang
    [J]. NEUROIMAGE, 2020, 222
  • [2] EYES OPEN VERSUS EYES CLOSED - EFFECT ON HUMAN ROTATIONAL RESPONSES
    WALL, C
    FURMAN, JMR
    [J]. ANNALS OF OTOLOGY RHINOLOGY AND LARYNGOLOGY, 1989, 98 (08): : 625 - 629
  • [3] Entropy as Measure of Brain Networks' Complexity in Eyes Open and Closed Conditions
    Vecchio, Fabrizio
    Miraglia, Francesca
    Pappalettera, Chiara
    Orticoni, Alessandro
    Alu, Francesca
    Judica, Elda
    Cotelli, Maria
    Rossini, Paolo Maria
    [J]. SYMMETRY-BASEL, 2021, 13 (11):
  • [4] Resting state connectivity differences in eyes open versus eyes closed conditions
    Agcaoglu, Oktay
    Wilson, Tony W.
    Wang, Yu-Ping
    Stephen, Julia
    Calhoun, Vince D.
    [J]. HUMAN BRAIN MAPPING, 2019, 40 (08) : 2488 - 2498
  • [5] Brain state dynamics differ between eyes open and eyes closed rest
    Ingram, Brandon T.
    Mayhew, Stephen D.
    Bagshaw, Andrew P.
    [J]. HUMAN BRAIN MAPPING, 2024, 45 (10)
  • [6] Eyes open and eyes closed as rest conditions:: impact on brain activation patterns
    Marx, E
    Deutschländer, A
    Stephan, T
    Dieterich, M
    Wiesmann, M
    Brandt, T
    [J]. NEUROIMAGE, 2004, 21 (04) : 1818 - 1824
  • [7] 'Open and Closed Eyes'
    Hutchison, J
    [J]. MIDWEST QUARTERLY-A JOURNAL OF CONTEMPORARY THOUGHT, 2001, 42 (03): : 292 - 292
  • [8] Changes in Physiological Condition in Open Versus Closed Eyes
    Onishi, Kazuya
    Hagiwara, Hiroshi
    [J]. ADVANCES IN NEUROERGONOMICS AND COGNITIVE ENGINEERING, 2019, 775 : 38 - 48
  • [9] The Difference of Brain Functional Connectivity between Eyes-Closed and Eyes-Open Using Graph Theoretical Analysis
    Tan, Bo
    Kong, Xianxian
    Yang, Ping
    Jin, Zhenlan
    Li, Ling
    [J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2013, 2013
  • [10] Directionality of large-scale resting-state brain networks during eyes open and eyes closed conditions
    Zhang, Delong
    Liang, Bishan
    Wu, Xia
    Wang, Zengjian
    Xu, Pengfei
    Chang, Song
    Liu, Bo
    Liu, Ming
    Huang, Ruiwang
    [J]. FRONTIERS IN HUMAN NEUROSCIENCE, 2015, 9