Traumatic brain injury impairs small-world topology

被引:156
作者
Pandit, Anand S. [1 ]
Expert, Paul [2 ]
Lambiotte, Renaud
Bonnelle, Valerie [1 ]
Leech, Robert [1 ,3 ]
Turkheimer, Federico E. [2 ]
Sharp, David J. [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Div Expt Med, Computat Cognit & Clin Neuroimaging Lab, London, England
[2] Inst Psychiat, Ctr Neuroimaging Sci, London, England
[3] Univ Namur, Dept Math Naxys, Namur, Belgium
基金
英国工程与自然科学研究理事会; 英国医学研究理事会;
关键词
STRUCTURAL CONNECTIVITY; AXONAL INJURY; HEAD-INJURY; NETWORK; STATE; DISRUPTION; ATTENTION; RECOVERY; TIME;
D O I
10.1212/WNL.0b013e3182929f38
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: We test the hypothesis that brain networks associated with cognitive function shift away from a "small-world" organization following traumatic brain injury (TBI). Methods: We investigated 20 TBI patients and 21 age-matched controls. Resting-state functional MRI was used to study functional connectivity. Graph theoretical analysis was then applied to partial correlation matrices derived from these data. The presence of white matter damage was quantified using diffusion tensor imaging. Results: Patients showed characteristic cognitive impairments as well as evidence of damage to white matter tracts. Compared to controls, the graph analysis showed reduced overall connectivity, longer average path lengths, and reduced network efficiency. A particular impact of TBI is seen on a major network hub, the posterior cingulate cortex. Taken together, these results confirm that a network critical to cognitive function shows a shift away from small-world characteristics. Conclusions: We provide evidence that key brain networks involved in supporting cognitive function become less small-world in their organization after TBI. This is likely to be the result of diffuse white matter damage, and may be an important factor in producing cognitive impairment after TBI.
引用
收藏
页码:1826 / 1833
页数:8
相关论文
共 39 条
  • [1] A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs
    Achard, S
    Salvador, R
    Whitcher, B
    Suckling, J
    Bullmore, ET
    [J]. JOURNAL OF NEUROSCIENCE, 2006, 26 (01) : 63 - 72
  • [2] Disruption of large-scale brain systems in advanced aging
    Andrews-Hanna, Jessica R.
    Snyder, Abraham Z.
    Vincent, Justin L.
    Lustig, Cindy
    Head, Denise
    Raichle, Marcus E.
    Buckner, Randy L.
    [J]. NEURON, 2007, 56 (05) : 924 - 935
  • [3] Functional-Anatomic Fractionation of the Brain's Default Network
    Andrews-Hanna, Jessica R.
    Reidler, Jay S.
    Sepulcre, Jorge
    Poulin, Renee
    Buckner, Randy L.
    [J]. NEURON, 2010, 65 (04) : 550 - 562
  • [4] Cognitive impairment following traumatic brain injury
    David B. Arciniegas
    Kerri Held
    Peter Wagner
    [J]. Current Treatment Options in Neurology, 2002, 4 (1) : 43 - 57
  • [5] Human brain networks in health and disease
    Bassett, Danielle S.
    Bullmore, Edward T.
    [J]. CURRENT OPINION IN NEUROLOGY, 2009, 22 (04) : 340 - 347
  • [6] Investigations into resting-state connectivity using independent component analysis
    Beckmann, CF
    DeLuca, M
    Devlin, JT
    Smith, SM
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2005, 360 (1457) : 1001 - 1013
  • [7] Salience network integrity predicts default mode network function after traumatic brain injury
    Bonnelle, Valerie
    Ham, Timothy E.
    Leech, Robert
    Kinnunen, Kirsi M.
    Mehta, Mitul A.
    Greenwood, Richard J.
    Sharp, David J.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (12) : 4690 - 4695
  • [8] Default Mode Network Connectivity Predicts Sustained Attention Deficits after Traumatic Brain Injury
    Bonnelle, Valerie
    Leech, Robert
    Kinnunen, Kirsi M.
    Ham, Tim E.
    Beckmann, Cristian F.
    De Boissezon, Xavier
    Greenwood, Richard J.
    Sharp, David J.
    [J]. JOURNAL OF NEUROSCIENCE, 2011, 31 (38) : 13442 - 13451
  • [9] The brain's default network - Anatomy, function, and relevance to disease
    Buckner, Randy L.
    Andrews-Hanna, Jessica R.
    Schacter, Daniel L.
    [J]. YEAR IN COGNITIVE NEUROSCIENCE 2008, 2008, 1124 : 1 - 38
  • [10] All roads lead to disconnection?: Traumatic axonal injury revisited
    Büki, A
    Povlishock, JT
    [J]. ACTA NEUROCHIRURGICA, 2006, 148 (02) : 181 - +