Literature DB >> 26463519

Network analysis of human fMRI data suggests modular restructuring after simulated acquired brain injury.

E Ruiz Vargas1, D G V Mitchell2,3, S G Greening4, L M Wahl5.   

Abstract

The pathophysiology underlying neurocognitive dysfunction following mild traumatic brain injury (TBI), or concussion, is poorly understood. In order to shed light on the effects of TBI at the functional network or modular level, our research groups are engaged in the acquisition and analysis of functional magnetic resonance imaging data from subjects post-TBI. Complementary to this effort, in this paper we use mathematical and computational techniques to determine how modular structure changes in response to specific mechanisms of injury. In particular, we examine in detail the potential effects of focal contusions, diffuse axonal degeneration and diffuse microlesions, illustrating the extent to which functional modules are preserved or degenerated by each type of injury. One striking prediction of our study is that the left and right hemispheres show a tendency to become functionally separated post-injury, but only in response to diffuse microlesions. We highlight other key differences among the effects of the three modelled injuries and discuss their clinical implications. These results may help delineate the functional mechanisms underlying several of the cognitive sequelae associated with TBI.

Entities:  

Keywords:  Modularity; Networks; Traumatic brain injuries

Mesh:

Year:  2015        PMID: 26463519     DOI: 10.1007/s11517-015-1396-2

Source DB:  PubMed          Journal:  Med Biol Eng Comput        ISSN: 0140-0118            Impact factor:   2.602


  35 in total

1.  Hierarchical organization of modularity in metabolic networks.

Authors:  E Ravasz; A L Somera; D A Mongru; Z N Oltvai; A L Barabási
Journal:  Science       Date:  2002-08-30       Impact factor: 47.728

Review 2.  Inhibition and the right inferior frontal cortex.

Authors:  Adam R Aron; Trevor W Robbins; Russell A Poldrack
Journal:  Trends Cogn Sci       Date:  2004-04       Impact factor: 20.229

Review 3.  The nexus between decision making and emotion regulation: a review of convergent neurocognitive substrates.

Authors:  Derek G V Mitchell
Journal:  Behav Brain Res       Date:  2010-11-03       Impact factor: 3.332

Review 4.  Axonal pathology in traumatic brain injury.

Authors:  Victoria E Johnson; William Stewart; Douglas H Smith
Journal:  Exp Neurol       Date:  2012-01-20       Impact factor: 5.330

5.  Efficiency of a "small-world" brain network depends on consciousness level: a resting-state FMRI study.

Authors:  Taira Uehara; Takao Yamasaki; Tsuyoshi Okamoto; Takahiko Koike; Shigeyuki Kan; Satoru Miyauchi; Jun-Ichi Kira; Shozo Tobimatsu
Journal:  Cereb Cortex       Date:  2013-01-24       Impact factor: 5.357

6.  The epidemiology and impact of traumatic brain injury: a brief overview.

Authors:  Jean A Langlois; Wesley Rutland-Brown; Marlena M Wald
Journal:  J Head Trauma Rehabil       Date:  2006 Sep-Oct       Impact factor: 2.710

7.  Cognitive effort drives workspace configuration of human brain functional networks.

Authors:  Manfred G Kitzbichler; Richard N A Henson; Marie L Smith; Pradeep J Nathan; Edward T Bullmore
Journal:  J Neurosci       Date:  2011-06-01       Impact factor: 6.167

Review 8.  A unified science of concussion.

Authors:  Jun Maruta; Stephanie W Lee; Emily F Jacobs; Jamshid Ghajar
Journal:  Ann N Y Acad Sci       Date:  2010-10       Impact factor: 5.691

9.  Hierarchical modularity in human brain functional networks.

Authors:  David Meunier; Renaud Lambiotte; Alex Fornito; Karen D Ersche; Edward T Bullmore
Journal:  Front Neuroinform       Date:  2009-10-30       Impact factor: 4.081

10.  Uncovering intrinsic modular organization of spontaneous brain activity in humans.

Authors:  Yong He; Jinhui Wang; Liang Wang; Zhang J Chen; Chaogan Yan; Hong Yang; Hehan Tang; Chaozhe Zhu; Qiyong Gong; Yufeng Zang; Alan C Evans
Journal:  PLoS One       Date:  2009-04-21       Impact factor: 3.240

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  1 in total

1.  An improved multi-objective optimization-based CICA method with data-driver temporal reference for group fMRI data analysis.

Authors:  Yuhu Shi; Weiming Zeng; Xiaoyan Tang; Wei Kong; Jun Yin
Journal:  Med Biol Eng Comput       Date:  2017-09-02       Impact factor: 2.602

  1 in total

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