Toward accurate diagnosis of white matter pathology using diffusion tensor imaging

被引:331
作者
Budde, Matthew D.
Kim, Joong Hee
Liang, Hsiao-Fang
Schmidt, Robert E.
Russell, John H.
Cross, Anne H.
Song, Sheng-Kwei
机构
[1] Washington Univ, Sch Med, Biomed MR Lab, Dept Radiol, St Louis, MO 63110 USA
[2] Washington Univ, Dept Chem, St Louis, MO 63110 USA
[3] Washington Univ, Dept Pathol & Immunol, St Louis, MO 63110 USA
[4] Washington Univ, Dept Mol Biol & Pharmacol, St Louis, MO 63110 USA
[5] Washington Univ, Dept Neurol, St Louis, MO 63110 USA
关键词
diffusion tensor imaging; axial diffusivity; radial diffusivity; experimental autoimmune encephalomyelitis; spinal cord injury;
D O I
10.1002/mrm.21200
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Diffusion tensor imaging (DTI) has been widely applied to investigate injuries in the central nervous system (CNS) white matter (WM). However, the underlying pathological correlates of diffusion changes have not been adequately determined. In this study the coregistration of histological sections to MR images and a pixel-based receiver operating characteristic (ROC) analysis were used to compare the axial (lambda(parallel to)) and radial (lambda(perpendicular to)) diffusivities derived from DTI and histological markers of axon (phosphorylated neurofilament, SMI-31) and myelin (Luxol fast blue (LFB)) integrity, respectively, in two different patterns of injury to mouse spinal cord (SC) WM. In contusion SC injury (SCI), a decrease in lambda(parallel to) matched the pattern of axonal damage with high accuracy, but h, did not match the pattern of demyelination detected by LFB. In a mouse model of multiple sclerosis (MS), lambda(perpendicular to) and lambda(parallel to) did not match the patterns of demyelination or axonal damage, respectively. However, a region of interest (ROI) analysis suggested that lambda(perpendicular to)-detected demyelination paralleled that observed with LFB, and lambda(parallel to) decreased in both regions of axonal damage and normal-appearing WM (NAWM) as visualized by SMI-31. The results suggest that directional diffusivities may reveal abnormalities that are not obvious with SMI-31 and LFB staining, depending on the type of injury.
引用
收藏
页码:688 / 695
页数:8
相关论文
共 42 条
[1]   Improved detectability of experimental allergic encephalomyelitis in excised swine spinal cords by high b-value q-space DWI [J].
Biton, IE ;
Mayk, A ;
Kidron, D ;
Assaf, Y ;
Cohen, Y .
EXPERIMENTAL NEUROLOGY, 2005, 195 (02) :437-446
[2]  
Bjartmar C, 2000, ANN NEUROL, V48, P893, DOI 10.1002/1531-8249(200012)48:6<893::AID-ANA10>3.3.CO
[3]  
2-2
[4]   Axonal loss in the pathology of MS: consequences for understanding the progressive phase of the disease [J].
Bjartmar, C ;
Wujek, JR ;
Trapp, BD .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 2003, 206 (02) :165-171
[6]   Three-dimensional registration of magnetic resonance image data to histological sections with model-based evaluation [J].
Breen, MS ;
Lazebnik, RS ;
Wilson, DL .
ANNALS OF BIOMEDICAL ENGINEERING, 2005, 33 (08) :1100-1112
[7]   Correcting spatial distortion in histological images [J].
Breen, MS ;
Lancaster, TL ;
Wilson, DL .
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2005, 29 (06) :405-417
[8]   Diffusion tensor imaging of frontal white matter microstructure in early Alzheimer's disease: A preliminary study [J].
Choi, SJ ;
Lim, KO ;
Monteiro, I ;
Reisberg, B .
JOURNAL OF GERIATRIC PSYCHIATRY AND NEUROLOGY, 2005, 18 (01) :12-19
[9]   Diffusion tensor imaging of time-dependent axonal and myelin degradation after corpus callosotomy in epilepsy patients [J].
Concha, Luis ;
Gross, Donald W. ;
Wheatley, B. Matt ;
Beaulieu, Christian .
NEUROIMAGE, 2006, 32 (03) :1090-1099
[10]   Pathology-guided MR analysis of acute and chronic experimental allergic encephalomyelitis spinal cord lesions at 1.5T [J].
Cook, LL ;
Foster, PJ ;
Karlik, SJ .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2005, 22 (02) :180-188