Moment-to-moment brain signal variability: A next frontier in human brain mapping?

被引:401
作者
Garrett, Douglas D. [1 ,2 ]
Samanez-Larkin, Gregory R. [3 ]
MacDonald, Stuart W. S. [4 ]
Lindenberger, Ulman [1 ,2 ]
McIntosh, Anthony R. [5 ,6 ]
Grady, Cheryl L. [5 ,6 ,7 ]
机构
[1] Max Planck Soc Univ Coll London Initiat Computat, Berlin, Germany
[2] Max Planck Inst Human Dev, Ctr Lifespan Psychol, D-14195 Berlin, Germany
[3] Vanderbilt Univ, Dept Psychol, Nashville, TN 37212 USA
[4] Univ Victoria, Dept Psychol, Victoria, BC V8W 3P5, Canada
[5] Baycrest, Rotman Res Inst, Toronto, ON M6A 2E1, Canada
[6] Univ Toronto, Dept Psychol, Toronto, ON M5S 3G3, Canada
[7] Univ Toronto, Dept Psychiat, Toronto, ON M5T 1R8, Canada
基金
加拿大健康研究院;
关键词
Brain signal variability; Noise; Complexity; Dynamics; fMRI; EEG; MEG; MULTISCALE ENTROPY ANALYSIS; FUNCTIONAL CONNECTIVITY; STOCHASTIC RESONANCE; APPROXIMATE ENTROPY; NEURONAL AVALANCHES; ALZHEIMERS-DISEASE; CORTICAL NETWORKS; EEG COMPLEXITY; INDIVIDUAL-DIFFERENCES; DEFAULT MODE;
D O I
10.1016/j.neubiorev.2013.02.015
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Neuroscientists have long observed that brain activity is naturally variable from moment-to-moment, but neuroimaging research has largely ignored the potential importance of this phenomenon. An emerging research focus on within-person brain signal variability is providing novel insights, and offering highly predictive, complementary, and even orthogonal views of brain function in relation to human lifespan development, cognitive performance, and various clinical conditions. As a result, brain signal variability is evolving as a bona fide signal of interest, and should no longer be dismissed as meaningless noise when mapping the human brain. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:610 / 624
页数:15
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共 154 条
  • [121] REST: A Toolkit for Resting-State Functional Magnetic Resonance Imaging Data Processing
    Song, Xiao-Wei
    Dong, Zhang-Ye
    Long, Xiang-Yu
    Li, Su-Fang
    Zuo, Xi-Nian
    Zhu, Chao-Zhe
    He, Yong
    Yan, Chao-Gan
    Zang, Yu-Feng
    [J]. PLOS ONE, 2011, 6 (09):
  • [122] Longitudinal mapping of cortical thickness and brain growth in normal children
    Sowell, ER
    Thompson, PM
    Leonard, CM
    Welcome, SE
    Kan, E
    Toga, AW
    [J]. JOURNAL OF NEUROSCIENCE, 2004, 24 (38) : 8223 - 8231
  • [123] Mapping cortical change across the human life span
    Sowell, ER
    Peterson, BS
    Thompson, PM
    Welcome, SE
    Henkenius, AL
    Toga, AW
    [J]. NATURE NEUROSCIENCE, 2003, 6 (03) : 309 - 315
  • [124] Nonlinear dynamical analysis of EEG and MEG: Review of an emerging field
    Stam, CJ
    [J]. CLINICAL NEUROPHYSIOLOGY, 2005, 116 (10) : 2266 - 2301
  • [125] Neuronal variability: Noise or part of the signal?
    Stein, RB
    Gossen, ER
    Jones, KE
    [J]. NATURE REVIEWS NEUROSCIENCE, 2005, 6 (05) : 389 - 397
  • [126] Endogenous multifractal brain dynamics are modulated by age, cholinergic blockade and cognitive performance
    Suckling, John
    Wink, Alle Meije
    Bernard, Frederic A.
    Barnesa, Anna
    Bullmore, Edward T.
    [J]. JOURNAL OF NEUROSCIENCE METHODS, 2008, 174 (02) : 292 - 300
  • [127] Development of Large-Scale Functional Brain Networks in Children
    Supekar, Kaustubh
    Musen, Mark
    Menon, Vinod
    [J]. PLOS BIOLOGY, 2009, 7 (07)
  • [128] Criticality in large-scale brain fMRI dynamics unveiled by a novel point process analysis
    Tagliazucchi, Enzo
    Balenzuela, Pablo
    Fraiman, Daniel
    Chialvo, Dante R.
    [J]. FRONTIERS IN PHYSIOLOGY, 2012, 3
  • [129] Complexity of spontaneous brain activity in mental disorders
    Takahashi, Tetsuya
    [J]. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY, 2013, 45 : 258 - 266
  • [130] Antipsychotics reverse abnormal EEG complexity in drug-naive schizophrenia: A multiscale entropy analysis
    Takahashi, Tetsuya
    Cho, Raymond Y.
    Mizuno, Tomoyuki
    Kikuchi, Mitsuru
    Murata, Tetsuhito
    Takahashi, Koichi
    Wada, Yuji
    [J]. NEUROIMAGE, 2010, 51 (01) : 173 - 182