Aberrant Frontal and Temporal Complex Network Structure in Schizophrenia: A Graph Theoretical Analysis

被引:536
作者
van den Heuvel, Martijn P. [1 ]
Mandl, Rene C. W. [1 ]
Stam, Cornelis J. [2 ]
Kahn, Rene S. [2 ]
Pol, Hilleke E. Hulshoff [1 ]
机构
[1] Univ Med Ctr Utrecht, Rudolf Magnus Inst Neurosci, Dept Psychiat, NL-3508 GA Utrecht, Netherlands
[2] Vrije Univ Amsterdam Med Ctr, Dept Clin Neurophysiol, NL-1007 MB Amsterdam, Netherlands
关键词
STATE FUNCTIONAL CONNECTIVITY; WHITE-MATTER ABNORMALITIES; SMALL-WORLD NETWORKS; RESTING-STATE; MAGNETIZATION-TRANSFER; BRAIN NETWORKS; LANGUAGE LATERALIZATION; BIPOLAR DISORDER; MOUSE MODEL; DIFFUSION;
D O I
10.1523/JNEUROSCI.2874-10.2010
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Brain regions are not independent. They are interconnected by white matter tracts, together forming one integrative complex network. The topology of this network is crucial for efficient information integration between brain regions. Here, we demonstrate that schizophrenia involves an aberrant topology of the structural infrastructure of the brain network. Using graph theoretical analysis, complex structural brain networks of 40 schizophrenia patients and 40 human healthy controls were examined. Diffusion tensor imaging was used to reconstruct the white matter connections of the brain network, with the strength of the connections defined as the level of myelination of the tracts as measured through means of magnetization transfer ratio magnetic resonance imaging. Patients displayed a preserved overall small-world network organization, but focusing on specific brain regions and their capacity to communicate with other regions of the brain revealed significantly longer node-specific path lengths (higher L) of frontal and temporal regions, especially of bilateral inferior/superior frontal cortex and temporal pole regions. These findings suggest that schizophrenia impacts global network connectivity of frontal and temporal brain regions. Furthermore, frontal hubs of patients showed a significant reduction of betweenness centrality, suggesting a less central hub role of these regions in the overall network structure. Together, our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs, resulting in a limited structural capacity to integrate information across brain regions.
引用
收藏
页码:15915 / 15926
页数:12
相关论文
共 75 条
  • [71] Volumetric white matter abnormalities in first-episode schizophrenia: A longitudinal, tensor-based morphometry study
    Whitford, Thomas J.
    Grieve, Stuart M.
    Farrow, Tom F. D.
    Gomes, Lavier
    Brennan, John
    Harris, Anthony W. F.
    Gordon, Evian
    Williams, Leanne M.
    [J]. AMERICAN JOURNAL OF PSYCHIATRY, 2007, 164 (07) : 1082 - 1089
  • [72] MAGNETIZATION-TRANSFER IMAGING - PRACTICAL ASPECTS AND CLINICAL-APPLICATIONS
    WOLFF, SD
    BALABAN, RS
    [J]. RADIOLOGY, 1994, 192 (03) : 593 - 599
  • [73] Meta-analysis of regional brain volumes in schizophrenia
    Wright, IC
    Rabe-Hesketh, S
    Woodruff, PWR
    David, AS
    Murray, RM
    Bullmore, ET
    [J]. AMERICAN JOURNAL OF PSYCHIATRY, 2000, 157 (01) : 16 - 25
  • [74] Network-based statistic: Identifying differences in brain networks
    Zalesky, Andrew
    Fornito, Alex
    Bullmore, Edward T.
    [J]. NEUROIMAGE, 2010, 53 (04) : 1197 - 1207
  • [75] Altered resting-state functional connectivity and anatomical connectivity of hippocampus in schizophrenia
    Zhou, Yuan
    Shu, Ni
    Liu, Yong
    Song, Ming
    Hao, Yihui
    Liu, Haihong
    Yu, Chunshui
    Liu, Zhening
    Jiang, Tianzi
    [J]. SCHIZOPHRENIA RESEARCH, 2008, 100 (1-3) : 120 - 132