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      Rich-Club Organization of the Human Connectome

      research-article
        1 , , 2
      The Journal of Neuroscience
      Society for Neuroscience

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          Abstract

          The human brain is a complex network of interlinked regions. Recent studies have demonstrated the existence of a number of highly connected and highly central neocortical hub regions, regions that play a key role in global information integration between different parts of the network. The potential functional importance of these “brain hubs” is underscored by recent studies showing that disturbances of their structural and functional connectivity profile are linked to neuropathology. This study aims to map out both the subcortical and neocortical hubs of the brain and examine their mutual relationship, particularly their structural linkages. Here, we demonstrate that brain hubs form a so-called “rich club,” characterized by a tendency for high-degree nodes to be more densely connected among themselves than nodes of a lower degree, providing important information on the higher-level topology of the brain network. Whole-brain structural networks of 21 subjects were reconstructed using diffusion tensor imaging data. Examining the connectivity profile of these networks revealed a group of 12 strongly interconnected bihemispheric hub regions, comprising the precuneus, superior frontal and superior parietal cortex, as well as the subcortical hippocampus, putamen, and thalamus. Importantly, these hub regions were found to be more densely interconnected than would be expected based solely on their degree, together forming a rich club. We discuss the potential functional implications of the rich-club organization of the human connectome, particularly in light of its role in information integration and in conferring robustness to its structural core.

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          Author and article information

          Journal
          J Neurosci
          J. Neurosci
          jneuro
          jneurosci
          J. Neurosci
          The Journal of Neuroscience
          Society for Neuroscience
          0270-6474
          1529-2401
          2 November 2011
          : 31
          : 44
          : 15775-15786
          Affiliations
          [1] 1Department of Psychiatry, University Medical Center Utrecht, Rudolf Magnus Institute of Neuroscience, 3508 GA Utrecht, The Netherlands, and
          [2] 2Department of Psychological and Brain Sciences and Program in Cognitive Science, Indiana University, Bloomington, Indiana 47405
          Author notes
          Correspondence should be addressed to Martijn P. van den Heuvel, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Heidelberglaan 100, P.O. Box 85500, 3508 GA Utrecht, The Netherlands. m.p.vandenheuvel@ 123456umcutrecht.nl

          Author contributions: M.P.v.d.H. and O.S. designed research; M.P.v.d.H. and O.S. performed research; M.P.v.d.H. and O.S. contributed unpublished reagents/analytic tools; M.P.v.d.H. analyzed data; M.P.v.d.H. and O.S. wrote the paper.

          Article
          PMC6623027 PMC6623027 6623027 3731276
          10.1523/JNEUROSCI.3539-11.2011
          6623027
          22049421
          7a19435c-045b-4330-873b-9c9b758b2a21
          Copyright © 2011 the authors 0270-6474/11/3115775-12$15.00/0
          History
          : 11 July 2011
          : 15 August 2011
          : 5 September 2011
          Categories
          Articles
          Behavioral/Systems/Cognitive
          Custom metadata
          true
          behavioral-systems-cognitive

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