Structural and Functional Aspects Relating to Cost and Benefit of Rich Club Organization in the Human Cerebral Cortex

被引:190
作者
Collin, Guusje [1 ]
Sporns, Olaf [2 ]
Mandl, Rene C. W. [1 ]
van den Heuvel, Martijn P. [1 ]
机构
[1] Univ Med Ctr Utrecht, Rudolf Magnus Inst Neurosci, Dept Psychiat, NL-3508 GA Utrecht, Netherlands
[2] Indiana Univ, Dept Psychol & Brain Sci, Bloomington, IN USA
关键词
connectivity; connectome; diffusion tensor imaging; fMRI; rich club; BRAIN NETWORKS; MAGNETIZATION-TRANSFER; GENETIC-CONTROL; AXON DIAMETER; CONNECTIVITY; DIFFUSION; HUBS; TRACTOGRAPHY; DISTORTIONS; EFFICIENCY;
D O I
10.1093/cercor/bht064
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Recent findings have demonstrated that a small set of highly connected brain regions may play a central role in enabling efficient communication between cortical regions, together forming a densely interconnected "rich club." However, the density and spatial layout of the rich club also suggest that it constitutes a costly feature of brain architecture. Here, combining anatomical T-1, diffusion tensor imaging, magnetic transfer imaging, and functional MRI, several aspects of structural and functional connectivity of the brain's rich club were examined. Our findings suggest that rich club regions and rich club connections exhibit high levels of wiring volume, high levels of white matter organization, high levels of metabolic energy usage, long maturational trajectories, more variable regional time series, and more inter-regional functional couplings. Taken together, these structural and functional measures extend the notion that rich club organization represents a high-cost feature of brain architecture that puts a significant strain on brain resources. The high cost of the rich club may, however, be offset by significant functional benefits that the rich club confers to the brain network as a whole.
引用
收藏
页码:2258 / 2267
页数:10
相关论文
共 71 条
[1]   Functional Connectivity between Anatomically Unconnected Areas Is Shaped by Collective Network-Level Effects in the Macaque Cortex [J].
Adachi, Yusuke ;
Osada, Takahiro ;
Sporns, Olaf ;
Watanabe, Takamitsu ;
Matsui, Teppei ;
Miyamoto, Kentaro ;
Miyashita, Yasushi .
CEREBRAL CORTEX, 2012, 22 (07) :1586-1592
[2]   Orientationally invariant indices of axon diameter and density from diffusion MRI [J].
Alexander, Daniel C. ;
Hubbard, Penny L. ;
Hall, Matt G. ;
Moore, Elizabeth A. ;
Ptito, Maurice ;
Parker, Geoff J. M. ;
Dyrby, Tim B. .
NEUROIMAGE, 2010, 52 (04) :1374-1389
[3]   A model-based method for retrospective correction of geometric distortions in diffusion-weighted EPI [J].
Andersson, JLR ;
Skare, S .
NEUROIMAGE, 2002, 16 (01) :177-199
[4]   How to correct susceptibility distortions in spin-echo echo-planar images: application to diffusion tensor imaging [J].
Andersson, JLR ;
Skare, S ;
Ashburner, J .
NEUROIMAGE, 2003, 20 (02) :870-888
[5]  
[Anonymous], ARXIV12103555
[6]  
Basser PJ, 2000, MAGNET RESON MED, V44, P625, DOI 10.1002/1522-2594(200010)44:4<625::AID-MRM17>3.0.CO
[7]  
2-O
[8]   Hierarchical organization of human cortical networks in health and schizophrenia [J].
Bassett, Danielle S. ;
Bullmore, Edward T. ;
Verchinski, Beth A. ;
Mattay, Venkata S. ;
Weinberger, Daniel R. ;
Meyer-Lindenberg, Andreas .
JOURNAL OF NEUROSCIENCE, 2008, 28 (37) :9239-9248
[9]   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
[10]   Human brain networks in health and disease [J].
Bassett, Danielle S. ;
Bullmore, Edward T. .
CURRENT OPINION IN NEUROLOGY, 2009, 22 (04) :340-347