Alternating Dynamics of Segregation and Integration in Human EEG Functional Networks During Working-memory Task

被引:12
作者
Zippo, Antonio G. [1 ]
Della Rosa, Pasquale A. [2 ]
Castiglioni, Isabella [1 ]
Biella, Gabriele E. M. [1 ]
机构
[1] CNR, Inst Mol Bioimaging & Physiol, Milan, Italy
[2] Univ Vita Salute San Raffaele, Milan, Italy
关键词
brain electroencephalographic dynamics; functional connectivity; functional segregation; functional integration; working memory; RICH-CLUB ORGANIZATION; SMALL-WORLD; PHASE-SYNCHRONIZATION; COMMUNITY STRUCTURE; BRAIN NETWORKS; CONNECTIVITY; COMPLEXITY; CENTRALITY; ATTENTION; SINGLE;
D O I
10.1016/j.neuroscience.2017.12.004
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Brain functional networks show high variability in short time windows but mechanisms governing these transient dynamics remain unknown. In this work, we studied the temporal evolution of functional brain networks involved in a working memory (WM) task while recording high-density electroencephalography (EEG) in human normal subjects. We found that functional brain networks showed an initial phase characterized by an increase of the functional segregation index followed by a second phase where the functional segregation faded after the prevailing the functional integration. Notably, wrong trials were associated with different or disrupted sequences of the segregation-integration profiles and measures of network centrality and modularity were able to identify crucial aspects of the oscillatory network dynamics. Additionally, computational investigations further supported the experimental results. The brain functional organization may respond to the information processing demand of a WM task following a 2-step atomic scheme wherein segregation and integration alternately dominate the functional configurations. (C) 2017 The Author(s). Published by Elsevier Ltd on behalf of IBRO.
引用
收藏
页码:191 / 206
页数:16
相关论文
共 54 条
[1]   Tracking Whole-Brain Connectivity Dynamics in the Resting State [J].
Allen, Elena A. ;
Damaraju, Eswar ;
Plis, Sergey M. ;
Erhardt, Erik B. ;
Eichele, Tom ;
Calhoun, Vince D. .
CEREBRAL CORTEX, 2014, 24 (03) :663-676
[2]   Working memory: Looking back and looking forward [J].
Baddeley, A .
NATURE REVIEWS NEUROSCIENCE, 2003, 4 (10) :829-839
[3]   Prose recall and amnesia: implications for the structure of working memory [J].
Baddeley, A ;
Wilson, BA .
NEUROPSYCHOLOGIA, 2002, 40 (10) :1737-1743
[4]   Cognitive fitness of cost-efficient brain functional networks [J].
Bassett, Danielle S. ;
Bullmore, Edward T. ;
Meyer-Lindenberg, Andreas ;
Apud, Jose A. ;
Weinberger, Daniel R. ;
Coppola, Richard .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (28) :11747-11752
[5]   Synchronization dynamics and evidence for a repertoire of network states in resting EEG [J].
Betzel, Richard F. ;
Erickson, Molly A. ;
Abell, Malene ;
O'Donnell, Brian F. ;
Hetrick, William P. ;
Sporns, Olaf .
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2012, 6
[6]   Application of directed transfer function and network formalism for the assessment of functional connectivity in working memory task [J].
Blinowska, Katarzyna J. ;
Kaminski, Maciej ;
Brzezicka, Aneta ;
Kaminski, Jan .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2013, 371 (1997)
[7]   Centrality and network flow [J].
Borgatti, SP .
SOCIAL NETWORKS, 2005, 27 (01) :55-71
[8]   The economy of brain network organization [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2012, 13 (05) :336-349
[9]   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
[10]   Emergence of Stable Functional Networks in Long-Term Human Electroencephalography [J].
Chu, Catherine J. ;
Kramer, Mark A. ;
Pathmanathan, Jay ;
Bianchi, Matt T. ;
Westover, M. Brandon ;
Wizon, Lauren ;
Cash, Sydney S. .
JOURNAL OF NEUROSCIENCE, 2012, 32 (08) :2703-2713