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

  • Esther L. Yuh
  • , 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
  • , Scott S. Casey
  • , Maxwell Cheong
  • , Kristen Dams-O'Connor
  • , Allison J. Hricik
  • , Tomoo Inoue
  • , David K. Menon
  • , Diane J. Morabito
  • , Jennifer L. Pacheco
  • Ava M. Puccio, Tuhin K. Sinha

Research output: Contribution to journalArticlepeer-review

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.

Original languageEnglish
Pages (from-to)1457-1477
Number of pages21
JournalJournal of neurotrauma
Volume31
Issue number17
DOIs
StatePublished - Sep 1 2014

Keywords

  • axonal injury
  • computed tomography
  • diffusion tensor imaging
  • magnetic resonance imaging
  • traumatic brain injury

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