COGNITION IS RELATED TO RESTING-STATE SMALL-WORLD NETWORK TOPOLOGY: AN MAGNETOENCEPHALOGRAPHIC STUDY

被引:119
作者
Douw, L. [1 ]
Schoonheim, M. M. [2 ]
Landi, D. [2 ]
van der Meer, M. L. [1 ]
Geurts, J. J. G. [2 ,3 ]
Reijneveld, J. C. [1 ]
Klein, M. [4 ]
Stam, C. J. [5 ]
机构
[1] Vrije Univ Amsterdam Med Ctr, Dept Neurol, NL-1007 MB Amsterdam, Netherlands
[2] Vrije Univ Amsterdam Med Ctr, Dept Radiol, NL-1007 MB Amsterdam, Netherlands
[3] Vrije Univ Amsterdam Med Ctr, Dept Pathol, NL-1007 MB Amsterdam, Netherlands
[4] Vrije Univ Amsterdam Med Ctr, Dept Med Psychol, NL-1007 MB Amsterdam, Netherlands
[5] Vrije Univ Amsterdam Med Ctr, Dept Clin Neurophysiol, NL-1007 MB Amsterdam, Netherlands
关键词
graph analysis; cognition; MEG; small-world network; functional connectivity; synchronization likelihood; GRAPH-THEORETICAL ANALYSIS; SYNCHRONIZATION LIKELIHOOD; FUNCTIONAL CONNECTIVITY; MEMORY FORMATION; BRAIN NETWORKS; GENERALIZED SYNCHRONIZATION; EEG SYNCHRONIZATION; FREQUENCY; ALPHA; THETA;
D O I
10.1016/j.neuroscience.2010.11.039
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Brain networks and cognition have recently begun to attract attention: studies suggest that more efficiently wired resting-state brain networks are indeed correlated with better cognitive performance. "Small-world" brain networks combine local segregation with global integration, hereby subserving information processing. Furthermore, recent studies implicate that gender effects may be present in both network dynamics and its correlations with cognition. This study reports on the relation between resting-state functional brain topology with overall and domain-specific cognitive performance in healthy participants and possible gender differences herein. Healthy participants underwent neuropsychological tests, of which individual scores were converted to z-scores. Network analysis was performed on resting-state, eyes-closed magnetoencephalography (MEG) data, after determining functional connectivity between each pair of sensors. The clustering coefficient (local specialization), average path length (overall integration and efficiency) and "small-world index" (i.e. ratio between clustering and path length) were calculated in six frequency bands. 14 male and 14 female participants were included. Better total cognitive performance was related to increased local connectivity in the theta band, higher clustering coefficient (in delta and theta bands) and higher small-worldness (in theta and lower gamma bands). Women showed less clustering and shorter path length in the delta band. There were no significant correlations between network topology and cognitive functioning in females. In contrast, higher cognitive scores in men were associated with increased theta band clustering and small-worldness. These results provide further evidence for the value of functional brain network topology for cognitive functioning and suggest that gender is an important factor in this respect. (C) 2011 IBRO. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:169 / 177
页数:9
相关论文
共 60 条
[1]   A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs [J].
Achard, S ;
Salvador, R ;
Whitcher, B ;
Suckling, J ;
Bullmore, ET .
JOURNAL OF NEUROSCIENCE, 2006, 26 (01) :63-72
[2]   DYNAMICS OF NEURONAL FIRING CORRELATION - MODULATION OF EFFECTIVE CONNECTIVITY [J].
AERTSEN, AMHJ ;
GERSTEIN, GL ;
HABIB, MK ;
PALM, G .
JOURNAL OF NEUROPHYSIOLOGY, 1989, 61 (05) :900-917
[3]   Memory formation by neuronal synchronization [J].
Axmacher, Nikolai ;
Mormann, Florian ;
Fernandez, Guillen ;
Elger, Christian E. ;
Fella, Juergen .
BRAIN RESEARCH REVIEWS, 2006, 52 (01) :170-182
[4]   Gamma, alpha, delta, and theta oscillations govern cognitive processes [J].
Basar, E ;
Basar-Eroglu, C ;
Karakas, S ;
Schürmann, M .
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2001, 39 (2-3) :241-248
[5]   Selectively distributed gamma band system of the brain [J].
Basar, E ;
Schürmann, M ;
Basar-Eroglu, C ;
Demiralp, T .
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2001, 39 (2-3) :129-135
[6]   Human brain networks in health and disease [J].
Bassett, Danielle S. ;
Bullmore, Edward T. .
CURRENT OPINION IN NEUROLOGY, 2009, 22 (04) :340-347
[7]   THE SPECIFICITY OF INTRAHEMISPHERIC EEG-ALPHA COHERENCE ASYMMETRY RELATED TO PSYCHOLOGICAL TASK [J].
BEAUMONT, JG ;
RUGG, MD .
BIOLOGICAL PSYCHOLOGY, 1979, 9 (04) :237-248
[8]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[9]  
Bosma Ingeborg, 2009, Nonlinear Biomed Phys, V3, P9, DOI 10.1186/1753-4631-3-9
[10]   Synchronized brain activity and neurocognitive function in patients with low-grade glioma: A magnetoencephalography study [J].
Bosma, Ingeborg ;
Douw, Linda ;
Bartolomei, Fabrice ;
Heimans, Jan J. ;
van Dijk, Bob W. ;
Postma, Tjeerd J. ;
Stam, Cornelis J. ;
Reijneveld, Jaap C. ;
Klein, Martin .
NEURO-ONCOLOGY, 2008, 10 (05) :734-744