Assessment of White Matter Injury and Outcome in Severe Brain Trauma A Prospective Multicenter Cohort

被引:101
作者
Galanaud, Damien [1 ]
Perlbarg, Vincent [2 ]
Gupta, Rajiv [3 ]
Stevens, Robert D. [4 ]
Sanchez, Paola [5 ]
Tollard, Eleonore [6 ]
de Champfleur, Nicolas Menjot [7 ]
Dinkel, Julien [2 ]
Faivre, Sebastien [8 ,9 ]
Soto-Ares, Gustavo [10 ]
Veber, Benoit [11 ]
Cottenceau, Vincent
Masson, Francoise [13 ,14 ]
Tourdias, Thomas [12 ]
Andre, Edith [15 ,16 ]
Audibert, Gerard [17 ,18 ]
Schmitt, Emmanuelle [19 ]
Ibarrola, Danielle [20 ]
Dailler, Frederic [21 ]
Vanhaudenhuyse, Audrey [22 ]
Tshibanda, Luaba [23 ]
Payen, Jean-Francois [24 ,25 ]
Le Bas, Jean-Francois
Krainik, Alexandre [26 ]
Bruder, Nicolas [27 ,28 ]
Girard, Nadine [29 ]
Laureys, Steven
Benali, Habib [3 ]
Puybasset, Louis [30 ]
机构
[1] Hop La Pitie Salpetriere, Dept Neurol, F-75013 Paris, France
[2] Univ Paris 06, UMRS, INSERM, Paris, France
[3] Massachusetts Gen Hosp, Dept Neuroradiol, Boston, MA 02114 USA
[4] Johns Hopkins Univ, Sch Med, Div Neurosci Crit Care, Baltimore, MD USA
[5] Hop La Pitie Salpetriere, AP HP, Neurosurg Intens Care Unit, Paris, France
[6] CHU, Dept Neuroradiol, Rouen, France
[7] Guy Chauliac Hospi, Dept Neuroradiol, Montpellier, France
[8] Roger Salengro Hosp, Dept Anesthesia, Lille, France
[9] Roger Salengro Hosp, Surg Intens Care Unit, Lille, France
[10] Roger Salengro Hosp, Dept Neuroradiol, Lille, France
[11] CHU, Surg Intens Care Unit, Rouen, France
[12] CHU, Dept Neuroradiol, Bordeaux, France
[13] CHU, Dept Anesthesia, Bordeaux, France
[14] CHU, Surg Intens Care Unit, Bordeaux, France
[15] Guy Chauliac Hosp, Dept Anesthesia, Montpellier, France
[16] Guy Chauliac Hosp, Intens Care Unit, Montpellier, France
[17] CHU, Dept Anesthesia, Nancy, France
[18] CHU, Surg Intens Care Unit, Nancy, France
[19] CHU, Dept Neuroradiol, Nancy, France
[20] Pierre Wertheimer Neurol & Neurosurg Hosp, CERMEP, Bron, France
[21] Pierre Wertheimer Neurol & Neurosurg Hosp, Surg Intens Care Unit, Lyon, France
[22] Univ Liege, Cyclotron Res Ctr, Liege, Belgium
[23] Univ Liege, Dept Neuroradiol, Liege, Belgium
[24] Michallon Hosp, Dept Anesthesia, La Tronche, France
[25] Michallon Hosp, Surg Intens Care Unit, La Tronche, France
[26] Michallon Hosp, Dept Neuroradiol, La Tronche, France
[27] La Timone Hosp, Dept Anesthesia, Marseille, France
[28] La Timone Hosp, Intens Care Unit, Marseille, France
[29] La Timone Hosp, Dept Neuroradiol, Marseille, France
[30] Hop La Pitie Salpetriere, AP HP, Neurosurg Intens Care Unit, Paris, France
关键词
PROGNOSTIC VALUE; AXONAL INJURY; HEAD-INJURY; CLASSIFICATION; PREDICTION; IMAGE;
D O I
10.1097/ALN.0b013e3182755558
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Background: Existing methods to predict recovery after severe traumatic brain injury lack accuracy. The aim of this study is to determine the prognostic value of quantitative diffusion tensor imaging (DTI). Methods: In a multicenter study, the authors prospectively enrolled 105 patients who remained comatose at least 7 days after traumatic brain injury. Patients underwent brain magnetic resonance imaging, including DTI in 20 preselected white matter tracts. Patients were evaluated at 1 yr with a modified Glasgow Outcome Scale. A composite DTI score was constructed for outcome prognostication on this training database and then validated on an independent database (n = 38). DTI score was compared with the International Mission for Prognosis and Analysis of Clinical Trials Score. Results: Using the DTI score for prediction of unfavorable outcome on the training database, the area under the receiver operating characteristic curve was 0.84 (95% CI: 0.75-0.91). The DTI score had a sensitivity of 64% and a specificity of 95% for the prediction of unfavorable outcome. On the validation-independent database, the area under the receiver operating characteristic curve was 0.80 (95% CI: 0.54-0.94). On the training database, reclassification methods showed significant improvement of classification accuracy (P < 0.05) compared with the International Mission for Prognosis and Analysis of Clinical Trials score. Similar results were observed on the validation database. Conclusions: White matter assessment with quantitative DTI increases the accuracy of long-term outcome prediction compared with the available clinical/radiographic prognostic score.
引用
收藏
页码:1300 / 1310
页数:11
相关论文
共 32 条
[1]   Global white matter analysis of diffusion tensor images is predictive of injury severity in traumatic brain injury [J].
Benson, Randall R. ;
Meda, Shashwath A. ;
Vasudevan, Sriram ;
Kou, Zhifeng ;
Govindarajan, Koushik A. ;
Hanks, Robin A. ;
Millis, Scott R. ;
Makki, Malek ;
Latif, Zahid ;
Coplin, William ;
Meythaler, Jay ;
Haacke, E. Mark .
JOURNAL OF NEUROTRAUMA, 2007, 24 (03) :446-459
[2]   LIBSVM: A Library for Support Vector Machines [J].
Chang, Chih-Chung ;
Lin, Chih-Jen .
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2011, 2 (03)
[3]   Predicting Outcomes of Traumatic Brain Injury by Imaging Modality and Injury Distribution [J].
Chastain, Cody A. ;
Oyoyo, Udochukwu E. ;
Zipperman, Michelle ;
Joo, Elliot ;
Ashwal, Stephen ;
Shutter, Lori A. ;
Tong, Karen A. .
JOURNAL OF NEUROTRAUMA, 2009, 26 (08) :1183-1196
[4]   The minimally conscious state - Definition and diagnostic criteria [J].
Giacino, JT ;
Ashwal, S ;
Childs, N ;
Cranford, R ;
Jennett, B ;
Katz, DI ;
Kelly, JP ;
Rosenberg, JH ;
Whyte, J ;
Zafonte, RD ;
Zasler, ND .
NEUROLOGY, 2002, 58 (03) :349-353
[5]   Survey of British clinicians' views on management of patients in persistent vegetative state [J].
Grubb, A ;
Walsh, P ;
Lambe, N ;
Murrells, T ;
Robinson, S .
LANCET, 1996, 348 (9019) :35-40
[6]   A METHOD OF COMPARING THE AREAS UNDER RECEIVER OPERATING CHARACTERISTIC CURVES DERIVED FROM THE SAME CASES [J].
HANLEY, JA ;
MCNEIL, BJ .
RADIOLOGY, 1983, 148 (03) :839-843
[7]   Diffusion-weighted magnetic resonance Imaging improves outcome prediction in adult traumatic brain injury [J].
Hou, Daniel J. ;
Tong, Karen A. ;
Ashwal, Stephan ;
Oyoyo, Udochukwu ;
Joo, Elliott ;
Shutter, Lori ;
Obenaus, Andre .
JOURNAL OF NEUROTRAUMA, 2007, 24 (10) :1558-1569
[8]  
Huisman TAGM, 2004, AM J NEURORADIOL, V25, P370
[9]   Hypoxic-ischemic injury complicates inflicted and accidental traumatic brain injury in young children: The role of diffusion-weighted imaging [J].
Ichord, Rebecca N. ;
Naim, Maryam ;
Pollock, Avrum N. ;
Nance, Michael L. ;
Margulies, Susan S. ;
Christian, Cindy W. .
JOURNAL OF NEUROTRAUMA, 2007, 24 (01) :106-118
[10]   White matter integrity and cognition in chronic traumatic brain injury: a diffusion tensor imaging study [J].
Kraus, Marilyn F. ;
Susmaras, Teresa ;
Caughlin, Benjamin P. ;
Walker, Corey J. ;
Sweeney, John A. ;
Little, Deborah M. .
BRAIN, 2007, 130 :2508-2519