Diffusion Tensor Imaging for Outcome Prediction in Mild Traumatic Brain Injury: A TRACK-TBI Study

被引:163
作者
Yuh, Esther L. [1 ,2 ]
Cooper, Shelly R. [1 ,3 ]
Mukherjee, Pratik [1 ,2 ]
Yue, John K. [1 ,3 ]
Lingsma, Hester F. [4 ]
Gordon, Wayne A. [5 ]
Valadka, Alex B. [6 ]
Okonkwo, David O. [7 ,8 ]
Schnyer, David M. [9 ]
Vassar, Mary J. [1 ,3 ]
Maas, Andrew I. R. [10 ]
Manley, Geoffrey T. [1 ,3 ]
Casey, Scott S. [1 ,3 ]
Cheong, Maxwell [2 ]
Dams-O'Connor, Kristen [5 ]
Hricik, Allison J. [7 ,8 ]
Inoue, Tomoo [1 ,3 ]
Menon, David K. [11 ]
Morabito, Diane J. [1 ,3 ]
Pacheco, Jennifer L. [9 ]
Puccio, Ava M. [7 ,8 ]
Sinha, Tuhin K. [2 ]
机构
[1] Univ Calif San Francisco, Brain & Spinal Injury Ctr, San Francisco, CA 94110 USA
[2] Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94110 USA
[3] Univ Calif San Francisco, Dept Neurosurg, San Francisco, CA 94110 USA
[4] Erasmus MC Univ Med Ctr, Dept Publ Hlth, Rotterdam, Netherlands
[5] Mt Sinai Sch Med, Dept Rehabil Med, New York, NY USA
[6] Seton Brain & Spine Inst, Austin, TX USA
[7] Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA 15260 USA
[8] Univ Pittsburgh, Med Ctr, Neurotrauma Clin Trials Ctr, Pittsburgh, PA USA
[9] Univ Texas Austin, Dept Psychol, Austin, TX 78712 USA
[10] Univ Antwerp Hosp, Dept Neurosurg, Edegem, Belgium
[11] Univ Cambridge, Addenbrookes Hosp, Div Anesthesia, Cambridge CB2 2QQ, England
基金
美国国家卫生研究院;
关键词
axonal injury; computed tomography; diffusion tensor imaging; magnetic resonance imaging; traumatic brain injury; POST-CONCUSSION SYMPTOMS; COMMON DATA ELEMENTS; WHITE-MATTER; HEAD-INJURY; AXONAL INJURY; QUESTIONNAIRE; MEMORY; CLASSIFICATION; RELIABILITY; DISABILITY;
D O I
10.1089/neu.2013.3171
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
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.
引用
收藏
页码:1457 / 1477
页数:21
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