Synopsis
Prior studies have shown that DTI allows for noninvasive
assessment of the severity of spinal cord injury (SCI). The present study
investigated whether subject-specific demarcation of injury (vs.
anatomically-driven ROI placement) could enhance the specificity of diffusion
measures, specifically, fractional anisotropy (FA). Results showed that FA averaged
over the region inferior to the injury epicenter demonstrated significant
associations with impairment, suggesting that FA measures in the region are sensitive
to Wallerian degeneration in the descending ventrolateral motor columns. We
conclude that in chronic SCI, regional analysis of water diffusion using
subject-specific injury demarcation may be more specific to impairment.Purpose
Analysis of spinal cord
MRI requires placement of regions of interest (ROIs) along the length of the
spinal cord (i.e., along the
longitudinal axis). In one of the conventional methods, an entire neurological
region (e.g., cervical region) is
defined as the ROI
1,2. The resulting spatial averaging of diffusion
tensor imaging (DTI) metrics over anatomically-based regions of interest (ROIs)
may lead to a loss of subject-specific information in persons with spinal cord
injury (SCI). Accordingly, the primary objective of this study was to
investigate whether subject-specific demarcation of the region of injury can
yield diffusion metrics (measured using fractional anisotropy; FA) that are
specific to impairment.
Methods
The image acquisition protocol and processing/analysis
pipeline used in this study have been previously described in detail
3, and are briefly summarized
here. DTI of the spinal cord was obtained in 17 individuals with chronic SCI (20-66
years, mean 47, M/F ratio: 14/3) using a Philips 3T with 16-channel
neurovascular coil (total scan time=28 min, b = 0 and 500 s/mm
2, 16 diffusion
weighting directions, TR/TE = 6300/63 ms, SENSE factor = 2, 96x96x40 image
volume matrix, 1.5x1.5x3 mm
3 resolution,
zero-filled to 0.57x0.57x3 mm
3).
DTI fiber tractography was performed to identify white
matter left and right lateral, dorsal, and ventral spinal cord columns. Once
each spinal column was defined, vertebrae level of C2 and C6 were identified
and corresponding column profiles
4,5 were created. Next, subject-specific
demarcation of the injury region was performed for each individual, in order to
identify three regions relative to injury (RRI; regions superior to (SRRI), at
(ERRI), and below (IRRI) the injury epicenter) as well as an “all levels” (AL) ROI
(defined as the entire length of the cervical cord), as shown in Figure
1.
Thus, the demarcation process yielded two classes of ROIs – spinal cord columns (dorsal, ventral, right, and
left columns) and spinal cord regions
relative to injury (SRRI, ERRI, and IRRI). A two-way ANOVA was performed to
assess whether each ROI class was a significant source of variation in FA.
Finally, the ability of FA (averaged over each RRI
region) to describe the severity of SCI was assessed by the degree of
association between neurological measures and FA. Specifically, the American
Spinal Injury Association Impairment Scale (AIS)
6,7 was used to quantify motor and sensory function,
and linear regression analyses were performed to determine whether the choice
of RRI had any significant effect on the association between AIS and FA.
Results
Result of the ANOVA showed that a significant effect of
spinal cord RRI (p=0.004), but not spinal cord columns (p=0.258), existed for FA. Based on this result, further
assessment was performed using a whole cord profile, created by averaging the
profiles of the four spinal cord columns.
Figure 2 shows the result of the series of linear
regression analyses, which were performed to assess the effect of RRI on the
relationship between FA and total AIS motor and sensory scores (AISms-tot). Prior
to the analysis, four FA measurements were derived from the whole cord profile
of FA: a) FA
AL (average FA calculated from the AL region, b) FA
SRRI,
c) FA
ERRI, d) and FA
IRRI. Results show that a significant
(p = 0.013) relationship exists between FA
AL and AISms-tot. The
observed slope is positive, indicating that as impairment becomes more severe (
i.e., AISms-tot value gets smaller), FA
AL
values decrease. This positive linear trend between FA and AISms-tot is
preserved when FA
AL is separated into FA
SRRI, FA
ERRI,
and FA
IRRI. However, the association with AISms-tot was significant
only for FA
IRRI (p = 0.002). Furthermore, the adjusted R
2
value for the FA
IRRI (0.586) was larger than that for the
FA
AL (0.389), indicating a tighter association with AISms-tot.
Discussion/Conclusion
DTI metrics calculated
using the whole cord region (FA
AL) were less specific to the degree
of injury than DTI metrics calculated using subject-specific injury demarcation
– specifically, metrics calculated from the IRRI region (FA
IRRI), suggesting
contributions from Wallerian degeneration in the descending ventrolateral motor
columns
1,8-10. We therefore conclude that subject-specific
demarcation of injury preserves subject-specific information associated with
impairment, and that diffusion measures averaged over the region below the
injury epicenter may reflect impairment in individuals with SCI.
Acknowledgements
The
authors thank Ms. Terri Brawner, Ms. Kathleen Kahl, Ms. Ivana Kusevic, and Mr.
Joseph S. Gillen for experimental assistance. This work was supported in part
by grants from the Craig H. Neilsen Foundation (338419), DOD
(W81XWH-08-1-0192), and NIH (P41 EB015909).References
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