Literature DB >> 24742275

Diffusion tensor imaging for outcome prediction in mild traumatic brain injury: a TRACK-TBI study.

Esther L Yuh1, Shelly R Cooper, Pratik Mukherjee, John K Yue, Hester F Lingsma, Wayne A Gordon, Alex B Valadka, David O Okonkwo, David M Schnyer, Mary J Vassar, Andrew I R Maas, Geoffrey T Manley.   

Abstract

We evaluated 3T diffusion tensor imaging (DTI) for white matter injury in 76 adult mild traumatic brain injury (mTBI) patients at the semiacute stage (11.2±3.3 days), employing both whole-brain voxel-wise and region-of-interest (ROI) approaches. The subgroup of 32 patients with any traumatic intracranial lesion on either day-of-injury computed tomography (CT) or semiacute magnetic resonance imaging (MRI) demonstrated reduced fractional anisotropy (FA) in numerous white matter tracts, compared to 50 control subjects. In contrast, 44 CT/MRI-negative mTBI patients demonstrated no significant difference in any DTI parameter, compared to controls. To determine the clinical relevance of DTI, we evaluated correlations between 3- and 6-month outcome and imaging, demographic/socioeconomic, and clinical predictors. Statistically significant univariable predictors of 3-month Glasgow Outcome Scale-Extended (GOS-E) included MRI evidence for contusion (odds ratio [OR] 4.9 per unit decrease in GOS-E; p=0.01), ≥1 ROI with severely reduced FA (OR, 3.9; p=0.005), neuropsychiatric history (OR, 3.3; p=0.02), age (OR, 1.07/year; p=0.002), and years of education (OR, 0.79/year; p=0.01). Significant predictors of 6-month GOS-E included ≥1 ROI with severely reduced FA (OR, 2.7; p=0.048), neuropsychiatric history (OR, 3.7; p=0.01), and years of education (OR, 0.82/year; p=0.03). For the subset of 37 patients lacking neuropsychiatric and substance abuse history, MRI surpassed all other predictors for both 3- and 6-month outcome prediction. This is the first study to compare DTI in individual mTBI patients to conventional imaging, clinical, and demographic/socioeconomic characteristics for outcome prediction. DTI demonstrated utility in an inclusive group of patients with heterogeneous backgrounds, as well as in a subset of patients without neuropsychiatric or substance abuse history.

Entities:  

Keywords:  axonal injury; computed tomography; diffusion tensor imaging; magnetic resonance imaging; traumatic brain injury

Mesh:

Year:  2014        PMID: 24742275      PMCID: PMC4144386          DOI: 10.1089/neu.2013.3171

Source DB:  PubMed          Journal:  J Neurotrauma        ISSN: 0897-7151            Impact factor:   5.269


  55 in total

1.  Characterization and propagation of uncertainty in diffusion-weighted MR imaging.

Authors:  T E J Behrens; M W Woolrich; M Jenkinson; H Johansen-Berg; R G Nunes; S Clare; P M Matthews; J M Brady; S M Smith
Journal:  Magn Reson Med       Date:  2003-11       Impact factor: 4.668

2.  Validity and sensitivity to change of the extended Glasgow Outcome Scale in mild to moderate traumatic brain injury.

Authors:  H S Levin; C Boake; J Song; S Mccauley; C Contant; P Diaz-Marchan; S Brundage; H Goodman; K J Kotrla
Journal:  J Neurotrauma       Date:  2001-06       Impact factor: 5.269

3.  Disability in young people and adults one year after head injury: prospective cohort study.

Authors:  S Thornhill; G M Teasdale; G D Murray; J McEwen; C W Roy; K I Penny
Journal:  BMJ       Date:  2000-06-17

4.  Diffusion tensor MR imaging in diffuse axonal injury.

Authors:  Konstantinos Arfanakis; Victor M Haughton; John D Carew; Baxter P Rogers; Robert J Dempsey; M Elizabeth Meyerand
Journal:  AJNR Am J Neuroradiol       Date:  2002-05       Impact factor: 3.825

5.  Symptomatology and functional outcome in mild traumatic brain injury: results from the prospective TRACK-TBI study.

Authors:  Paul McMahon; Allison Hricik; John K Yue; Ava M Puccio; Tomoo Inoue; Hester F Lingsma; Sue R Beers; Wayne A Gordon; Alex B Valadka; Geoffrey T Manley; David O Okonkwo
Journal:  J Neurotrauma       Date:  2013-10-31       Impact factor: 5.269

6.  Serial measurement of memory and diffusion tensor imaging changes within the first week following uncomplicated mild traumatic brain injury.

Authors:  Elisabeth A Wilde; Stephen R McCauley; Amanda Barnes; Trevor C Wu; Zili Chu; Jill V Hunter; Erin D Bigler
Journal:  Brain Imaging Behav       Date:  2012-06       Impact factor: 3.978

7.  Robust detection of traumatic axonal injury in individual mild traumatic brain injury patients: intersubject variation, change over time and bidirectional changes in anisotropy.

Authors:  Michael L Lipton; Namhee Kim; Young K Park; Miriam B Hulkower; Tova M Gardin; Keivan Shifteh; Mimi Kim; Molly E Zimmerman; Richard B Lipton; Craig A Branch
Journal:  Brain Imaging Behav       Date:  2012-06       Impact factor: 3.978

8.  Transforming research and clinical knowledge in traumatic brain injury pilot: multicenter implementation of the common data elements for traumatic brain injury.

Authors:  John K Yue; Mary J Vassar; Hester F Lingsma; Shelly R Cooper; David O Okonkwo; Alex B Valadka; Wayne A Gordon; Andrew I R Maas; Pratik Mukherjee; Esther L Yuh; Ava M Puccio; David M Schnyer; Geoffrey T Manley
Journal:  J Neurotrauma       Date:  2013-09-24       Impact factor: 5.269

Review 9.  Fast robust automated brain extraction.

Authors:  Stephen M Smith
Journal:  Hum Brain Mapp       Date:  2002-11       Impact factor: 5.038

10.  Whole brain approaches for identification of microstructural abnormalities in individual patients: comparison of techniques applied to mild traumatic brain injury.

Authors:  Namhee Kim; Craig A Branch; Mimi Kim; Michael L Lipton
Journal:  PLoS One       Date:  2013-03-26       Impact factor: 3.240

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  76 in total

1.  Resting-State Functional Connectivity Alterations Associated with Six-Month Outcomes in Mild Traumatic Brain Injury.

Authors:  Eva M Palacios; Esther L Yuh; Yi-Shin Chang; John K Yue; David M Schnyer; David O Okonkwo; Alex B Valadka; Wayne A Gordon; Andrew I R Maas; Mary Vassar; Geoffrey T Manley; Pratik Mukherjee
Journal:  J Neurotrauma       Date:  2017-01-13       Impact factor: 5.269

Review 2.  Imaging Evaluation of Acute Traumatic Brain Injury.

Authors:  Christopher A Mutch; Jason F Talbott; Alisa Gean
Journal:  Neurosurg Clin N Am       Date:  2016-08-10       Impact factor: 2.509

3.  Inter-Subject Variability of Axonal Injury in Diffuse Traumatic Brain Injury.

Authors:  Jeffrey B Ware; Tessa Hart; John Whyte; Amanda Rabinowitz; John A Detre; Junghoon Kim
Journal:  J Neurotrauma       Date:  2017-05-03       Impact factor: 5.269

4.  Quantitative dynamic contrast-enhanced MR imaging shows widespread blood-brain barrier disruption in mild traumatic brain injury patients with post-concussion syndrome.

Authors:  Roh-Eul Yoo; Seung Hong Choi; Byung-Mo Oh; Sang Do Shin; Eun Jung Lee; Dong Jae Shin; Sang Won Jo; Koung Mi Kang; Tae Jin Yun; Ji-Hoon Kim; Chul-Ho Sohn
Journal:  Eur Radiol       Date:  2018-07-31       Impact factor: 5.315

5.  Association of a common genetic variant within ANKK1 with six-month cognitive performance after traumatic brain injury.

Authors:  John K Yue; Angela M Pronger; Adam R Ferguson; Nancy R Temkin; Sourabh Sharma; Jonathan Rosand; Marco D Sorani; Thomas W McAllister; Jason Barber; Ethan A Winkler; Esteban G Burchard; Donglei Hu; Hester F Lingsma; Shelly R Cooper; Ava M Puccio; David O Okonkwo; Ramon Diaz-Arrastia; Geoffrey T Manley
Journal:  Neurogenetics       Date:  2015-01-30       Impact factor: 2.660

6.  Longitudinal increases in structural connectome segregation and functional connectome integration are associated with better recovery after mild TBI.

Authors:  Amy F Kuceyeski; Keith W Jamison; Julia P Owen; Ashish Raj; Pratik Mukherjee
Journal:  Hum Brain Mapp       Date:  2019-07-11       Impact factor: 5.038

7.  Use of magnetic resonance imaging in severe pediatric traumatic brain injury: assessment of current practice.

Authors:  Peter A Ferrazzano; Bedda L Rosario; Stephen R Wisniewski; Nadeem I Shafi; Heather M Siefkes; Darryl K Miles; Andrew L Alexander; Michael J Bell
Journal:  J Neurosurg Pediatr       Date:  2019-02-08       Impact factor: 2.375

8.  Statements of Agreement From the Targeted Evaluation and Active Management (TEAM) Approaches to Treating Concussion Meeting Held in Pittsburgh, October 15-16, 2015.

Authors:  Michael W Collins; Anthony P Kontos; David O Okonkwo; Jon Almquist; Julian Bailes; Mark Barisa; Jeffrey Bazarian; O Josh Bloom; David L Brody; Robert Cantu; Javier Cardenas; Jay Clugston; Randall Cohen; Ruben Echemendia; R J Elbin; Richard Ellenbogen; Janna Fonseca; Gerard Gioia; Kevin Guskiewicz; Robert Heyer; Gillian Hotz; Grant L Iverson; Barry Jordan; Geoffrey Manley; Joseph Maroon; Thomas McAllister; Michael McCrea; Anne Mucha; Elizabeth Pieroth; Kenneth Podell; Matthew Pombo; Teena Shetty; Allen Sills; Gary Solomon; Danny G Thomas; Tamara C Valovich McLeod; Tony Yates; Ross Zafonte
Journal:  Neurosurgery       Date:  2016-12       Impact factor: 4.654

9.  Magnetic Resonance Imaging Biomarker of Axon Loss Reflects Cervical Spondylotic Myelopathy Severity.

Authors:  Rory K J Murphy; Peng Sun; Junqian Xu; Yong Wang; Samir Sullivan; Paul Gamble; Joanne Wagner; Neill N Wright; Ian G Dorward; Daniel Riew; Paul Santiago; Michael P Kelly; Kathryn Trinkaus; Wilson Z Ray; Sheng-Kwei Song
Journal:  Spine (Phila Pa 1976)       Date:  2016-05       Impact factor: 3.468

10.  Acute White Matter Tract Damage after Frontal Mild Traumatic Brain Injury.

Authors:  Juan J Herrera; Kurt Bockhorst; Shakuntala Kondraganti; Laura Stertz; João Quevedo; Ponnada A Narayana
Journal:  J Neurotrauma       Date:  2016-06-20       Impact factor: 5.269

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