Improved in vivo diffusion tensor imaging of human cervical spinal cord

被引:69
|
作者
Xu, Junqian [1 ,2 ]
Shimony, Joshua S. [3 ]
Klawiter, Eric C. [1 ,4 ]
Snyder, Abraham Z. [1 ,3 ]
Trinkaus, Kathryn [5 ]
Naismith, Robert T. [1 ]
Benzinger, Tammie L. S. [3 ]
Cross, Anne H. [1 ]
Song, Sheng-Kwei [3 ]
机构
[1] Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
[2] Univ Minnesota, Ctr Magnet Resonance Res, Minneapolis, MN 55455 USA
[3] Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USA
[4] Harvard Univ, Sch Med, Dept Neurol, Massachusetts Gen Hosp, Boston, MA 02115 USA
[5] Washington Univ, Sch Med, Dept Biostat, St Louis, MO USA
基金
美国国家卫生研究院;
关键词
Directional diffusivity; Outlier rejection; Non-negative eigenvalue priors; Reduced FOV; Cardiac gating; Cervical spinal cord; Lateral corticospinal tract; Posterior column; Diffusion tensor imaging; Reproducibility; HIGH-RESOLUTION DTI; MULTIPLE-SCLEROSIS; OPTIC-NERVE; FIBER TRACKING; TISSUE ARCHITECTURE; PHYSIOLOGICAL NOISE; RADIAL DIFFUSIVITY; ROBUST ESTIMATION; AXIAL DIFFUSION; RF COIL;
D O I
10.1016/j.neuroimage.2012.11.014
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
We describe a cardiac gated high in-plane resolution axial human cervical spinal cord diffusion tensor imaging (DTI) protocol. Multiple steps were taken to optimize both image acquisition and image processing. The former includes slice-by-slice cardiac triggering and individually tiltable slices. The latter includes (i) iterative 2D retrospective motion correction, (ii) image intensity outlier detection to minimize the influence of physiological noise, (iii) a non-linear DTI estimation procedure incorporating non-negative eigenvalue priors, and (iv) tract-specific region-of-interest (ROI) identification based on an objective geometry reference. Using these strategies in combination, radial diffusivity (lambda(perpendicular to)) was reproducibly measured in white matter (WM) tracts (adjusted mean [95% confidence interval] = 0.25 [0.22, 0.29] mu m(2)/ms), lower than previously reported lambda(perpendicular to) values in the in vivo human spinal cord DTI literature. Radial diffusivity and fractional anisotropy (FA) measured in WM varied from rostral to caudal as did mean translational motion, likely reflecting respiratory motion effect. Given the considerable sensitivity of DTI measurements to motion artifact, we believe outlier detection is indispensable in spinal cord diffusion imaging. We also recommend using a mixed-effects model to account for systematic measurement bias depending on cord segment. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:64 / 76
页数:13
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