Developmental Changes in Brain Network Hub Connectivity in Late Adolescence

被引:107
作者
Baker, Simon T. E. [1 ,2 ,3 ,4 ]
Lubman, Dan I. [1 ]
Yuecel, Murat [2 ,3 ,4 ]
Allen, Nicholas B. [5 ,6 ]
Whittle, Sarah [3 ,4 ]
Fulcher, Ben D. [2 ]
Zalesky, Andrew [3 ,4 ,7 ]
Fornito, Alex [2 ,3 ,4 ]
机构
[1] Univ Melbourne, Turning Point Eastern Hlth & Eastern Hlth Clin Sc, Fitzroy, Vic 3065, Australia
[2] Monash Univ, Monash Clin & Imaging Neurosci, Sch Psychol Sci & Monash Biomed Imaging, Melbourne, Vic 3168, Australia
[3] Univ Melbourne, Dept Psychiat, Melbourne Neuropsychiat Ctr, Melbourne, Vic 3053, Australia
[4] Melbourne Hlth, Melbourne, Vic 3053, Australia
[5] Univ Melbourne, Melbourne Sch Psychol Sci, Melbourne, Vic 3010, Australia
[6] Univ Melbourne, Orygen Youth Hlth Res Ctr, Ctr Youth Mental Hlth, Melbourne, Vic 3010, Australia
[7] Univ Melbourne, Melbourne Sch Engn, Melbourne, Vic 3010, Australia
基金
澳大利亚国家健康与医学研究理事会; 英国医学研究理事会; 澳大利亚研究理事会;
关键词
adolescence; connectome; development; graph theory; MRI; structural connectivity; RICH-CLUB ORGANIZATION; WHITE-MATTER; STRUCTURAL CONNECTIVITY; FUNCTIONAL CONNECTIVITY; HUMAN CONNECTOME; MATURATION; CORTEX; DYNAMICS; COST;
D O I
10.1523/JNEUROSCI.5043-14.2015
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The human brain undergoes substantial development throughout adolescence and into early adulthood. This maturational process is thought to include the refinement of connectivity between putative connectivity hub regions of the brain, which collectively form a dense core that enhances the functional integration of anatomically distributed, and functionally specialized, neural systems. Here, we used longitudinal diffusion magnetic resonance imaging to characterize changes in connectivity between 80 cortical and subcortical anatomical regions over a 2 year period in 31 adolescents between the ages of 15 and 19 years. Connectome- wide analysis indicated that only a small subset of connections showed evidence of statistically significant developmental change over the study period, with 8% and 6% of connections demonstrating decreased and increased structural connectivity, respectively. Nonetheless, these connections linked 93% and 90% of the 80 regions, respectively, pointing to a selective, yet anatomically distributed pattern of developmental changes that involves most of the brain. Hub regions showed a distinct tendency to be highly connected to each other, indicating robust "rich-club" organization. Moreover, connectivity between hubs was disproportionately influenced by development, such that connectivity between subcortical hubs decreased over time, whereas frontal-subcortical and frontal-parietal hub-hub connectivity increased over time. These findings suggest that late adolescence is characterized by selective, yet significant remodeling of hub-hub connectivity, with the topological organization of hubs shifting emphasis from subcortical hubs in favor of an increasingly prominent role for frontal hub regions.
引用
收藏
页码:9078 / 9087
页数:10
相关论文
共 67 条
[1]  
Ahuja RA., 1993, NETWORK FLOWS THEORY
[2]  
[Anonymous], 2004, Affective Neuroscience: The Foundations of Human and Animal Emotions
[3]   Rich-club organization of the newborn human brain [J].
Ball, Gareth ;
Aljabar, Paul ;
Zebari, Sally ;
Tusor, Nora ;
Arichi, Tomoki ;
Merchant, Nazakat ;
Robinson, Emma C. ;
Ogundipe, Enitan ;
Rueckert, Daniel ;
Edwards, A. David ;
Counsell, Serena J. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (20) :7456-7461
[4]  
BENES FM, 1994, ARCH GEN PSYCHIAT, V51, P477
[5]   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
[6]   Detecting rich-club ordering in complex networks [J].
Colizza, V ;
Flammini, A ;
Serrano, MA ;
Vespignani, A .
NATURE PHYSICS, 2006, 2 (02) :110-115
[7]   The hubs of the human connectome are generally implicated in the anatomy of brain disorders [J].
Crossley, Nicolas A. ;
Mechelli, Andrea ;
Scott, Jessica ;
Carletti, Francesco ;
Fox, Peter T. ;
McGuire, Philip ;
Bullmore, Edward T. .
BRAIN, 2014, 137 :2382-2395
[8]   The emergence of depression in adolescence:: Development of the prefrontal cortex and the representation of reward [J].
Davey, Christopher G. ;
Yucel, Murat ;
Allen, Nicholas B. .
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2008, 32 (01) :1-19
[9]   Rich Club Organization and Intermodule Communication in the Cat Connectome [J].
de Reus, Marcel A. ;
van den Heuvel, Martijn P. .
JOURNAL OF NEUROSCIENCE, 2013, 33 (32) :12929-12939
[10]   Development of brain structural connectivity between ages 12 and 30: A 4-Tesla diffusion imaging study in 439 adolescents and adults [J].
Dennis, Emily L. ;
Jahanshad, Neda ;
McMahon, Katie L. ;
de Zubicaray, Greig I. ;
Martin, Nicholas G. ;
Hickie, Ian B. ;
Toga, Arthur W. ;
Wright, Margaret J. ;
Thompson, Paul M. .
NEUROIMAGE, 2013, 64 :671-684