The Development of Hub Architecture in the Human Functional Brain Network

被引:167
作者
Hwang, Kai [1 ,3 ]
Hallquist, Michael N. [2 ,3 ]
Luna, Beatriz [1 ,2 ,3 ]
机构
[1] Univ Pittsburgh, Dept Psychol, Pittsburgh, PA 15213 USA
[2] Univ Pittsburgh, Dept Psychiat, Pittsburgh, PA 15213 USA
[3] Univ Pittsburgh, Ctr Neural Basis Cognit, Pittsburgh, PA 15213 USA
关键词
adolescents; brain networks; development; functional connectivity; graph theory; GENE COEXPRESSION NETWORKS; WHITE-MATTER DEVELOPMENT; PREFRONTAL CORTEX; SMALL-WORLD; CORTICAL NETWORKS; CONNECTIVITY; ORGANIZATION; FMRI; FLUCTUATIONS; CEREBELLUM;
D O I
10.1093/cercor/bhs227
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Functional hubs are brain regions that play a crucial role in facilitating communication among parallel, distributed brain networks. The developmental emergence and stability of hubs, however, is not well understood. The current study used measures of network topology drawn from graph theory to investigate the development of functional hubs in 99 participants, 10-20 years of age. We found that hub architecture was evident in late childhood and was stable from adolescence to early adulthood. Connectivity between hub and non-hub ("spoke") regions, however, changed with development. From childhood to adolescence, the strength of connections between frontal hubs and cortical and subcortical spoke regions increased. From adolescence to adulthood, hub-spoke connections with frontal hubs were stable, whereas connectivity between cerebellar hubs and cortical spoke regions increased. Our findings suggest that a developmentally stable functional hub architecture provides the foundation of information flow in the brain, whereas connections between hubs and spokes continue to develop, possibly supporting mature cognitive function.
引用
收藏
页码:2380 / 2393
页数:14
相关论文
共 73 条
  • [21] Systematic construction of gene coexpression networks with applications to human T helper cell differentiation process
    Elo, Laura L.
    Jaervenpaeae, Henna
    Oresic, Matej
    Lahesmaa, Riitta
    Aittokallio, Tero
    [J]. BIOINFORMATICS, 2007, 23 (16) : 2096 - 2103
  • [22] Functional Brain Networks Develop from a "Local to Distributed" Organization
    Fair, Damien A.
    Cohen, Alexander L.
    Power, Jonathan D.
    Dosenbach, Nico U. F.
    Church, Jessica A.
    Miezin, Francis M.
    Schlaggar, Bradley L.
    Petersen, Steven E.
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (05)
  • [23] Brain anatomical networks in early human brain development
    Fan, Yong
    Shi, Feng
    Smith, Jeffrey Keith
    Lin, Weili
    Gilmore, John H.
    Shen, Dinggang
    [J]. NEUROIMAGE, 2011, 54 (03) : 1862 - 1871
  • [24] Whole brain segmentation: Automated labeling of neuroanatomical structures in the human brain
    Fischl, B
    Salat, DH
    Busa, E
    Albert, M
    Dieterich, M
    Haselgrove, C
    van der Kouwe, A
    Killiany, R
    Kennedy, D
    Klaveness, S
    Montillo, A
    Makris, N
    Rosen, B
    Dale, AM
    [J]. NEURON, 2002, 33 (03) : 341 - 355
  • [25] Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging
    Fox, Michael D.
    Raichle, Marcus E.
    [J]. NATURE REVIEWS NEUROSCIENCE, 2007, 8 (09) : 700 - 711
  • [26] The Functional Architecture of the Infant Brain as Revealed by Resting-State fMRI
    Fransson, Peter
    Aden, Ulrika
    Blennow, Mats
    Lagercrantz, Hugo
    [J]. CEREBRAL CORTEX, 2011, 21 (01) : 145 - 154
  • [27] Autism spectrum disorders: developmental disconnection syndromes
    Geschwind, Daniel H.
    Levitt, Pat
    [J]. CURRENT OPINION IN NEUROBIOLOGY, 2007, 17 (01) : 103 - 111
  • [28] CONSEQUENCES OF FAILURE TO MEET ASSUMPTIONS UNDERLYING FIXED EFFECTS ANALYSES OF VARIANCE AND COVARIANCE
    GLASS, GV
    PECKHAM, PD
    SANDERS, JR
    [J]. REVIEW OF EDUCATIONAL RESEARCH, 1972, 42 (03) : 237 - 288
  • [29] Glover GH, 2000, MAGNET RESON MED, V44, P162, DOI 10.1002/1522-2594(200007)44:1<162::AID-MRM23>3.0.CO
  • [30] 2-E