Comparison of Acute Diffusion Tensor Imaging and Conventional Magnetic Resonance Parameters in Predicting Long-Term Outcome after Blunt Cervical Spinal Cord Injury

被引:25
作者
Shanmuganathan, Kathirkamanathan [1 ]
Zhuo, Jiachen [1 ]
Bodanapally, Uttam K. [1 ]
Kuladeep, Sudini [5 ]
Aarabi, Bizhan [2 ]
Adams, Jason [3 ]
Miller, Catriona [6 ]
Gullapallie, Rao P. [1 ]
Menakar, Jay [4 ]
机构
[1] Univ Maryland, Sch Med, Dept Diagnost Radiol & Nucl Med, 22 South Greene St, Baltimore, MD 21201 USA
[2] Univ Maryland, Sch Med, Dept Neurosurg, Baltimore, MD 21201 USA
[3] Univ Maryland, Sch Med, Dept Rehabil Serv, Baltimore, MD 21201 USA
[4] Univ Maryland, Sch Med, R Adams Cowley Shock Trauma Ctr, Baltimore, MD 21201 USA
[5] Johns Hopkins Univ, Dept Environm Hlth Sci, Bloomberg Sch Publ Hlth, Baltimore, MD 21205 USA
[6] US Air Force Sch Aerosp Med, Ctr Sustainment Trauma & Readiness Skills, Aeromed Res Dept, Baltimore, MD USA
关键词
cervical spine; diffusion tensor imaging; magnetic resonance; spinal cord injury; traumatic; MOTOR RECOVERY; COMPRESSION; CORRELATE; TRAUMA;
D O I
10.1089/neu.2019.6394
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
This prospective longitudinal study compares the ability of conventional and diffusion tensor imaging (DTI) parameters made at the cervical spinal cord injury (CSCI) site to predict long-term neurological and functional outcomes. Twenty patients with CSCI, with follow-up at 6 or 12 months, and 15 control volunteers were included. Conventional magnetic resonance imaging (MRI) and DTI parameters were measured on admission and follow-up studies. Stepwise regression analysis was performed to find relevant parameters (normalized DTI values, conventional MRI measurements, hemorrhagic contusion [HC] or non-HC [NHC]) that correlated with three primary outcome measures: patient International Standards for Neurological Classification of Spinal Cord Injury total motor score (ISNCSCI-TMS), ability to walk, and expected recovery of upper limb motor scores (ER-ULMS) at 6 or 12 months. Univariate analysis showed HC (p < 0.0001 to 0.0098), lesion length on follow-up MRI (p < 0.0001 to 0.019), mean diffusivity (p = 0.01 to 0.045), and axial diffusivity (p = 0.004 to 0.023) predicted all three primary outcomes. Conspicuity of HC was significantly better on axial susceptibility-weighted imaging (SWI) compared with T2* images (p = 0.0009). A negative correlation existed between HC volumes on sagittal SWI images and follow-up ISNCSCI-TMS ( p = 0.02). The regression model identified NHC as the best predictor of the ability to walk (sensitivity = 88.9%; specificity = 100%; positive predictive value = 100%; negative predictive value = 91%; p < 0.0001) and lesion length on follow-up MRI as the best predictor of ER-ULMS (beta coefficient = 0.12, standard error [SE] = 0.07; R-2 = 0.64; p = 0.0002). Finally, NHC (beta coefficient = 24.2, SE = 3.7; p < 0.0001) and lesion length on initial MRI (beta coefficient = 0.78, SE = 0.2; p = 0.002) were the best predictors of ISNCSCI-TMS (R-2 = 0.83; p < 0.0001). Our study demonstrates HC and follow-up lesion length are potential neuroimaging biomarkers in predicting long-term neurological and functional outcome following blunt CSCI.
引用
收藏
页码:458 / 465
页数:8
相关论文
共 33 条
[1]   Outcome measures in spinal cord injury: recent assessments and recommendations for future directions [J].
Alexander, M. S. ;
Anderson, K. D. ;
Biering-Sorensen, F. ;
Blight, A. R. ;
Brannon, R. ;
Bryce, T. N. ;
Creasey, G. ;
Catz, A. ;
Curt, A. ;
Donovan, W. ;
Ditunno, J. ;
Ellaway, P. ;
Finnerup, N. B. ;
Graves, D. E. ;
Haynes, B. A. ;
Heinemann, A. W. ;
Jackson, A. B. ;
Johnston, M. V. ;
Kalpakjian, C. Z. ;
Kleitman, N. ;
Krassioukov, A. ;
Krogh, K. ;
Lammertse, D. ;
Magasi, S. ;
Mulcahey, M. J. ;
Schurch, B. ;
Sherwood, A. ;
Steeves, J. D. ;
Stiens, S. ;
Tulsky, D. S. ;
van Hedel, H. J. A. ;
Whiteneck, G. .
SPINAL CORD, 2009, 47 (08) :582-591
[2]   Predicting neurologic recovery in cervical spinal cord injury with postoperative MR imaging [J].
Boldin, C ;
Raith, J ;
Fankhauser, F ;
Haunschmid, C ;
Schwantzer, G ;
Schweighofer, F .
SPINE, 2006, 31 (05) :554-559
[3]   Neurite beading is sufficient to decrease the apparent diffusion coefficient after ischemic stroke [J].
Budde, Matthew D. ;
Frank, Joseph A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (32) :14472-14477
[4]   Axial Diffusivity Is the Primary Correlate of Axonal Injury in the Experimental Autoimmune Encephalomyelitis Spinal Cord: A Quantitative Pixelwise Analysis [J].
Budde, Matthew D. ;
Xie, Mingqiang ;
Cross, Anne H. ;
Song, Sheng-Kwei .
JOURNAL OF NEUROSCIENCE, 2009, 29 (09) :2805-2813
[5]   A multicenter international study on the Spinal Cord Independence Measure, version III:: Rasch psychometric validation [J].
Catz, A. ;
Itzkovich, M. ;
Tesio, L. ;
Biering-Sorensen, F. ;
Weeks, C. ;
Laramee, M. T. ;
Craven, B. C. ;
Tonack, M. ;
Hitzig, S. L. ;
Glaser, E. ;
Zeilig, G. ;
Aito, S. ;
Scivoletto, G. ;
Mecci, M. ;
Chadwick, R. J. ;
El Masry, W. S. ;
Osman, A. ;
Glass, C. A. ;
Silva, P. ;
Zeilig, G. ;
Aito, S. ;
Scivoletto, G. ;
Mecci, M. ;
Chadwick, R. J. ;
El Masry, W. S. ;
Osman, A. ;
Glass, C. A. ;
Silva, P. ;
Soni, B. M. ;
Gardner, B. P. ;
Savic, G. ;
Bergstrom, E. M. ;
Bluvshtein, V. ;
Ronen, J. .
SPINAL CORD, 2007, 45 (04) :275-291
[6]   Correlation of MR Diffusion Tensor Imaging Parameters with ASIA Motor Scores in Hemorrhagic and Nonhemorrhagic Acute Spinal Cord Injury [J].
Cheran, Sendhil ;
Shanmuganathan, Kathirkamanathan ;
Zhuo, Jiachen ;
Mirvis, Stuart E. ;
Aarabi, Bizhan ;
Alexander, Melvin T. ;
Gullapalli, Rao P. .
JOURNAL OF NEUROTRAUMA, 2011, 28 (09) :1881-1892
[7]   Predicting Injury Severity and Neurological Recovery after Acute Cervical Spinal Cord Injury: A Comparison of Cerebrospinal Fluid and Magnetic Resonance Imaging Biomarkers [J].
Dalkilic, Turker ;
Fallah, Nader ;
Noonan, Vanessa K. ;
Elizei, Sanam Salimi ;
Dong, Kevin ;
Belanger, Lise ;
Ritchie, Leanna ;
Tsang, Angela ;
Bourassa-Moreau, Etienne ;
Heran, Manraj K. S. ;
Paquette, Scott J. ;
Ailon, Tamir ;
Dea, Nicolas ;
Street, John ;
Fisher, Charles G. ;
Dvorak, Marcel F. ;
Kwon, Brian K. .
JOURNAL OF NEUROTRAUMA, 2018, 35 (03) :435-445
[8]   Outcome measures: evolution in clinical trials of neurological/functional recovery in spinal cord injury [J].
Ditunno, J. F. .
SPINAL CORD, 2010, 48 (09) :674-684
[9]   Interobserver and intraobserver reliability of maximum canal compromise and spinal cord compression for evaluation of acute traumatic cervical spinal cord injury [J].
Fehlings, Michael G. ;
Furlan, Julio C. ;
Massicotte, Eric M. ;
Arnold, Paul ;
Aarabi, Bizhan ;
Harrop, James ;
Anderson, D. Greg ;
Bono, Christopher M. ;
Dvorak, Marcel ;
Fisher, Charles ;
France, John ;
Hedlund, Rune ;
Madrazo, Ignacio ;
Nockels, Russ ;
Rampersaud, Raja ;
Rechtine, Glenn ;
Vaccaro, Alexander R. .
SPINE, 2006, 31 (15) :1719-1725
[10]   Forecasting motor recovery after cervical spinal cord injury: Value of MR imaging [J].
Flanders, AE ;
Spettell, CM ;
Tartaglino, LM ;
Friedman, DP ;
Herbison, GJ .
RADIOLOGY, 1996, 201 (03) :649-655