Arabinda Mishra1, Feng Wang1, Li Min Chen1, and John C Gore1
1Radiology, Vanderbilt University Medical Center, Nashville, TN, United States
Synopsis
The proposed DTI study aims at quantification of the
effect of experimentally induced dorsal column lesion at upper cervical level
(C4/5) in squirrel monkeys. Diffusion parametric changes based on the
directionality, and mobility of water molecules in the cellular environment,
characterizes the spinal cord. Change in diffusion parameters on specific white
matter tracks above and below the SCI location were compared between the
lesioned and normal side of the spinal cord. A systematic group analysis of the
inter-ROI changes along the white matter pathways can therefore be used to correlate the
loss and recovery of sensory/motor functions over time.
Purpose
Traumatic spinal cord injury (SCI) impairs sensory, motor
and autonomic functions that significantly compromises quality of patients’
life. Functional impairments are caused
by a cascade of events trigged by initial insults to the spinal cord but often
recover over time (weeks to months). Our previous fMRI, quantitative
magnetization transfer (qMT), chemical exchange saturation transfer (CEST), and
multi-parametric MRI studies [1, 2] of the SCI in monkeys have revealed complex
recovery processes in both white and gray matters at and around the injury site
over time. The goal of this study is to determine whether DTI (diffusion tensor
imaging) measures capture white matter pathology (e.g., local demyelination)
associated with targeted sections of the dorsal column white matter tract at
higher cervical level, whether these changes are location (cross spinal
segments) and tract specific, and these measures correlate with others (e.g., functional
connectivity). We systematically
quantified the diffusion parametric changes on specific white matter tracks in
spinal segments above and below the injury site, and compared the measures
between pre- and post-injury conditions and between normal and SCI
subjects. This information provides
novel insight into the potential utility of noninvasive DTI measures in
monitoring and quantifying white matter pathology associated with SCI.Methods
Six squirrel monkeys
were studied. Five of them underwent unilateral dorsal column lesions at higher
cervical level (C4/5). All subjects were scanned using a 9.4T Agilent MRI
spectrometer under isoflurane anesthesia. DTI data were acquired using a
respiratory-gated, spin-echo echo-planar sequence (TR/TE=3000/30ms; voxel size=
0.5×0.5×0.5mm3), and diffusion gradients (duration/separation
= 4/12ms) with b-value at 1000 s/mm2
using 30 gradient directions). High-resolution images with magnetization
transfer contrast (0.25x0.25x0.5mm3, TR/TE = 220/3.24ms) were
collected in the same session and used to visualize and define regions of
interest (ROIs) in the DTI data (control-11 runs, lesioned-15 runs). ROIs were
identified at each spinal segment (segment1-4 in Fig.1B) on both sides (normal
and lesioned) within four white tracts (Fig. 1A, two lateral white matter
pathways and dorsal pathway symmetrically divided into two sections). ROIs were
grouped into above (rostral) and below (caudal) lesion for comparisons (Fig. 1B).
The same ROI identification rule was used in normal spinal cord. An established
diffusion tensor model [3] was used to calculate tensor eigenvalues. Fractional
anisotropy (FA), apparent diffusion coefficient (ADC), axial and radial
diffusivity (AD&RD) were measured for each ROI. We performed a pair-wise
non-parametric Mann Whitney Wilcoxon (MWW) test (FWE corrected) to evaluate the
statistical significance between different measures.Results
Within the dorsal column pathway (Fig. 2A), the FA
values of the lesioned side (above and below) are significantly smaller than those
of the normal side above lesion ROI. At the below lesion segments, the FA of the
lesioned side is smaller than its normal intact side. There were no differences
between above and below lesion segments in either side (lesioned or normal).
Compared to the FA values of lateral white matter tracts on both sides, which
are spared from injury, FA values of lesioned dorsal column (DP) tract (above
and below) are significantly smaller. FA values of the dorsal column of the
normal side are significantly smaller than those of lateral tracts on the same
side. Within the lateral white matter tracts, FA value of the below lesion
segment on the lesioned side is smaller than that of above lesion segment on
the normal side (green box plots in Fig 2A). The 2-D matrix plot of
significantly differed inter-ROI FA measures is shown in Figure 2B. Compared to
FA values, AD and RD values are
less sensitive for detecting inter-ROI differences (p-value <0.05 is considered significant for all purpose). No
additional alterations were identified with AD and RD measures. ADC differences
between pre- and post SCI conditions were not statistically significant across all
ROIs.Discussion and conclusion
Among four
DTI measures (FA, RD, AD and ADC),
FA appeared to be the most sensitive indicator of the white matter tract
disruption and demyelination, a finding that is consistent with our previous
qMT measures. The most significant FA value reduction are observed on the
lesion dorsal column tract above and below lesion site. FA value detected
differences between normal and lesioned dorsal column tracts at below lesion
segments. The overall FA values of dorsal column tracts of both lesioned and
normal sides are significantly smaller than those of intact lateral white
matter tracts. Our results demonstrated that, FA value is a sensitive measure
that can differentiate white matter tract integrity and possibly demyelination
state on a tract and regional (spinal segment) specific manner.Acknowledgements
This
work was supported by National
Institutes of Health
grants R01 NS069909 (to LMC), R01 NS078680 (to JCG), and R01 NS092961 (to Gore/Chen) R01 NS093669(JCG). We would like to thank Mr.
Fuxue Xin and Ms. Chaoui Tang for their helps in acquiring the MRI data and
animal care.References
[1]
Wang F, Qi HX, Zu Z, Arabinda M, Tang C, Gore JC, Chen
LM (2015). Multiparametric MRI reveals dynamic changes in molecular signatures
of injured spinal cord in monkeys. Magn.
Reson. In Med., 74:1125-37. [2] Wang F, Li K, Arabinda M, Gochberg D, Chen
LM, Gore JC (2016). Longitudinal assessment of spinal cord injuries in nonhuman
primates with quantitative magnetization transfer. Magn. Reson. In Med., 75:1685-96. [3] Basser PJ, et al., (1996).
Estimation of the effective self-diffusion tensor from NMR spin echo. Journal of Magnetic Resonance, Series B, 103(3),
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