Literature DB >> 28294464

Assessing connectivity related injury burden in diffuse traumatic brain injury.

Berkan Solmaz1, Birkan Tunç1, Drew Parker1, John Whyte2, Tessa Hart2, Amanda Rabinowitz2, Morgan Rohrbach2, Junghoon Kim2,3, Ragini Verma1.   

Abstract

Many of the clinical and behavioral manifestations of traumatic brain injury (TBI) are thought to arise from disruption to the structural network of the brain due to diffuse axonal injury (DAI). However, a principled way of summarizing diffuse connectivity alterations to quantify injury burden is lacking. In this study, we developed a connectome injury score, Disruption Index of the Structural Connectome (DISC), which summarizes the cumulative effects of TBI-induced connectivity abnormalities across the entire brain. Forty patients with moderate-to-severe TBI examined at 3 months postinjury and 35 uninjured healthy controls underwent magnetic resonance imaging with diffusion tensor imaging, and completed behavioral assessment including global clinical outcome measures and neuropsychological tests. TBI patients were selected to maximize the likelihood of DAI in the absence of large focal brain lesions. We found that hub-like regions, with high betweenness centrality, were most likely to be impaired as a result of diffuse TBI. Clustering of participants revealed a subgroup of TBI patients with similar connectivity abnormality profiles who exhibited relatively poor cognitive performance. Among TBI patients, DISC was significantly correlated with post-traumatic amnesia, verbal learning, executive function, and processing speed. Our experiments jointly demonstrated that assessing structural connectivity alterations may be useful in development of patient-oriented diagnostic and prognostic tools. Hum Brain Mapp 38:2913-2922, 2017.
© 2017 Wiley Periodicals, Inc. © 2017 Wiley Periodicals, Inc.

Entities:  

Keywords:  behavior; brain network; cognition; diffuse axonal injury; diffusion; structural connectivity

Mesh:

Year:  2017        PMID: 28294464      PMCID: PMC5426975          DOI: 10.1002/hbm.23561

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  61 in total

Review 1.  Diffusion-tensor MRI: theory, experimental design and data analysis - a technical review.

Authors:  Peter J Basser; Derek K Jones
Journal:  NMR Biomed       Date:  2002 Nov-Dec       Impact factor: 4.044

2.  Executive functioning as a potential mediator of age-related cognitive decline in normal adults.

Authors:  Timothy A Salthouse; Thomas M Atkinson; Diane E Berish
Journal:  J Exp Psychol Gen       Date:  2003-12

Review 3.  Community structure in social and biological networks.

Authors:  M Girvan; M E J Newman
Journal:  Proc Natl Acad Sci U S A       Date:  2002-06-11       Impact factor: 11.205

4.  High angular resolution diffusion imaging reveals intravoxel white matter fiber heterogeneity.

Authors:  David S Tuch; Timothy G Reese; Mette R Wiegell; Nikos Makris; John W Belliveau; Van J Wedeen
Journal:  Magn Reson Med       Date:  2002-10       Impact factor: 4.668

5.  Effects of diffuse axonal injury on speed of information processing following severe traumatic brain injury.

Authors:  Kim L Felmingham; Ian J Baguley; Alisa M Green
Journal:  Neuropsychology       Date:  2004-07       Impact factor: 3.295

6.  The diagnosis of head injury requires a classification based on computed axial tomography.

Authors:  L F Marshall; S B Marshall; M R Klauber; M Van Berkum Clark; H Eisenberg; J A Jane; T G Luerssen; A Marmarou; M A Foulkes
Journal:  J Neurotrauma       Date:  1992-03       Impact factor: 5.269

7.  Diffuse axonal injury in mild traumatic brain injury: a diffusion tensor imaging study.

Authors:  Matilde Inglese; Sachin Makani; Glyn Johnson; Benjamin A Cohen; Jonathan A Silver; Oded Gonen; Robert I Grossman
Journal:  J Neurosurg       Date:  2005-08       Impact factor: 5.115

Review 8.  Update of neuropathology and neurological recovery after traumatic brain injury.

Authors:  John T Povlishock; Douglas I Katz
Journal:  J Head Trauma Rehabil       Date:  2005 Jan-Feb       Impact factor: 2.710

9.  Distinguished Neuropsychologist Award Lecture 1999. The lesion(s) in traumatic brain injury: implications for clinical neuropsychology.

Authors:  E D Bigler
Journal:  Arch Clin Neuropsychol       Date:  2001-02       Impact factor: 2.813

10.  Diffusion tensor imaging as potential biomarker of white matter injury in diffuse axonal injury.

Authors:  Thierry A G M Huisman; Lee H Schwamm; Pamela W Schaefer; Walter J Koroshetz; Neetha Shetty-Alva; Yelda Ozsunar; Ona Wu; A Gregory Sorensen
Journal:  AJNR Am J Neuroradiol       Date:  2004-03       Impact factor: 3.825

View more
  4 in total

1.  Impaired rich club and increased local connectivity in children with traumatic brain injury: Local support for the rich?

Authors:  Helena Verhelst; Catharine Vander Linden; Toon De Pauw; Guy Vingerhoets; Karen Caeyenberghs
Journal:  Hum Brain Mapp       Date:  2018-03-12       Impact factor: 5.038

2.  Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome.

Authors:  Christos Davatzikos; Saima Rathore; Spyridon Bakas; Sarthak Pati; Mark Bergman; Ratheesh Kalarot; Patmaa Sridharan; Aimilia Gastounioti; Nariman Jahani; Eric Cohen; Hamed Akbari; Birkan Tunc; Jimit Doshi; Drew Parker; Michael Hsieh; Aristeidis Sotiras; Hongming Li; Yangming Ou; Robert K Doot; Michel Bilello; Yong Fan; Russell T Shinohara; Paul Yushkevich; Ragini Verma; Despina Kontos
Journal:  J Med Imaging (Bellingham)       Date:  2018-01-11

3.  Predicting Concussion Outcome by Integrating Finite Element Modeling and Network Analysis.

Authors:  Erin D Anderson; J Sebastian Giudice; Taotao Wu; Matthew B Panzer; David F Meaney
Journal:  Front Bioeng Biotechnol       Date:  2020-04-15

4.  Connectomic assessment of injury burden and longitudinal structural network alterations in moderate-to-severe traumatic brain injury.

Authors:  Yusuf Osmanlıoğlu; Drew Parker; Jacob A Alappatt; James J Gugger; Ramon R Diaz-Arrastia; John Whyte; Junghoon J Kim; Ragini Verma
Journal:  Hum Brain Mapp       Date:  2022-04-29       Impact factor: 5.399

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.