Feng Wang1,2, Tung-Lin Wu1, Pai-Feng Yang1,2, Nellie E. Byun1, Li Min Chen1,2, and John C. Gore1,2,3
1Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, TN, United States, 2Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, United States, 3Biomedical Engineering, Vanderbilt University, Nashville, TN, United States
Synopsis
Quantitative magnetization transfer (qMT)
and diffusion tensor imaging (DTI) may detect and track compositional and structural
changes in spinal cords before and after injury and during repair. This
study aims to systematically evaluate the abilities of the qMT-derived pool
size ratio (PSR) and DTI-derived diffusion parameters to assess
injury-associated regional changes in spinal cords of monkeys, and to correlate
them to specific sensorimotor behaviors. An overall goal is to evaluate the relationships
between longitudinal changes in different regional MRI measures and sensorimotor
behavioral impairment and recovery following spinal cord injury over a long
period of time (months).
Purpose
This
study aims to evaluate the feasibility of using quantitative magnetization
transfer (qMT) and diffusion tensor imaging (DTI) to assess changes in the
composition and microstructure of the spinal cords of non-human primates
induced by injury. Specific goals are to measure changes in different MT and diffusion
measures in individual subjects, both regionally and longitudinally, in order
to evaluate their sensitivity for detecting tissue damage and their correlations
with behavioral deficits and recovery after cervical spinal cord injury.Methods
MRI
scans were performed of anesthetized monkeys at 9.4T, before and after a
unilateral section (~2 mm) of the dorsal column tract (Fig. 1). Diffusion data were obtained using a spin-echo diffusion
sequence with echo planar imaging readout (TR/TE = 3000/33 ms, 4 shots, resolution
= 0.33x0.33 mm2, slice thickness = 3 mm, 5 slices, b-value at 1000 s/mm2,
30 directions). One non-diffusion weighted scan was also acquired. MT data were obtained from
a coronal slice, where the dorsal columns and dorsal horns reside,
using a 2D
MT-weighted spoiled gradient echo sequence (TR 24 ms, flip angle 7°, resolution 0.31x0.31x1 mm3).
At least 10 different RF
offsets between 1 and 100 kHz and two saturation powers (θsat = 220° and 820°, pulse width = 12 ms) were
used. Animal behaviors were assessed before and
after injury on hand-use and food retrieval tasks, and MRI scans were acquired longitudinally
for up to 6 months.1 DTI parameters including
the fractional anisotropy (FA), axial diffusivity (AD), radial diffusivity
(RD), and mean diffusivity (MD) were quantified. Quantitative MT parameters including pool size ratio (PSR) were derived based
on the model of Henkelman and Ramani.2,3 Regions of interest were
defined as in Figure 1. Correlations
between MRI and behavioral measures were calculated using the Pearson
correlation function. P < 0.05 was
considered statistically significant.Results
QMT and DTI delineated
normal white matter (WM) and gray matter (GM) in the cervical spinal cord of
non-human primates (Fig. 2) with high
contrast. Regions of WM on the non-injured side (LPC, VPC and DPC) showed
significantly higher PSR, FA and AD than GM (VHC and DHC), but lower RD than
GM. The DTI-derived measures FA, AD and RD were strongly correlated with each
other as expected. QMT and DTI measures detected unilateral changes at the site
of the lesion, especially in the dorsal pathway (Fig. 2). A significant decrease in PSR was observed both rostral and caudal to the lesion site (p < 0.05), while FA also decreased (Fig. 3). Although both AD and RD increased
in the dorsal pathway at the lesion site, RD showed higher contrast than AD compared
to the non-lesion control side after spinal cord injury. In the representative subject
shown, the slice rostral to the lesion showed a more severe deficit than caudally
(Figs. 2-3). This is also confirmed in
the grouped results across subjects. Both MT and DTI parameters were sensitive for detecting axonal
damage and recovery in the dorsal column pathway after unilateral dorsal column
lesion (Figs. 2-3). The behavioral measures of success rate (R) in retrieving
a food pellet from wells at different depths (0.14 cm, 0.28 cm, 0.38 cm, and 0.64 cm for wells
1 to 4 respectively), confirmed drastic behavioral impairments and later
recovery after injury (Fig. 4). The
most severe deficits (Fig. 4),
indicated by significant drops in success rate, were highly associated with the
maximum cyst size and minimum PSR and FA of injured tissues (Figs. 2-3). Longitudinally, evident
recovery from injury was revealed by regional changes of the MRI parameters,
which correlated with behavioral measures (Fig.
5). While the area of the cysts detected by MT
showed significant correlation with success rates from all four wells
longitudinally (Fig. 5A), the PSR of
cysts showed significant correlations with success rates only from wells 3 and
4. PSR of dorsal horn GM in the spinal segments adjacent to the lesion site on
the lesion side (cGML, and rGML) showed significant correlations with success
rates from wells 1 and 2. While PSR of the dorsal column caudal to the lesion
(cDPL) showed significant correlations with success rates from wells 1 and 2, PSR
of dorsal column rostral to the lesion (rDPL) showed significant correlations
with success rates from wells 3 and 4. Multiple regression based on multiple regional
PSR values predicated behavioral deficits better than single regional PSR measures.
For the spinal segment that suffered injury, DTI measures from the dorsal horn on
the lesion side consistently showed significant correlations with success rates
from well 4 and/or well 3 (Fig. 5B).
DTI measurements, including diffusivities of dorsal horn and dorsal column in
the segments adjacent to the lesion correlated strongly with success rates from
well 1 and/or well 2.Conclusion
QMT
and DTI can provide efficient and sensitive means to detect and characterize axonal
damage after injury and to monitor its recovery over time. The longitudinal
changes of MRI measures of specific regions such as dorsal horn GM and dorsal
column WM were highly correlated with behavioral impairment and recovery, indicating
their key roles in mediating sensorimotor recovery following a targeted dorsal
column section.Acknowledgements
We
thank Dr. Zou Yue of the Vanderbilt University Institute of Imaging Science for
her acquisition of behavioral data. We thank Mrs. Chaohui Tang and Mr. Fuxue
Xin for their assistance in animal preparation and care in MRI data collection.
We also thank Mr. Ken Wilkens and Dr. Xinqiang Yan for customizing coils for
cervical spinal cord imaging. This study is supported by DOD grant W81XWH-17-1-0304,
and NIH
grants NS092961 and NS078680.References
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