Mark Andrew Hoggarth1,2, James Elliott2,3, Mary Kwasny4, Marie Wasielewski2, Kenneth Weber5, and Todd Parrish1,6
1Biomedical Engineering, Northwestern University, Chicago, IL, United States, 2Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, IL, United States, 3Northern Sydney Local Health District & Faculty of Health Sciences, The University of Sydney, Sydney, Australia, 4Preventive Medicine, Northwestern University, Chicago, IL, United States, 5Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Palo Alto, CA, United States, 6Radiology, Northwestern University, Chicago, IL, United States
Synopsis
Whiplash
injuries are the most common outcome from non-fatal motor vehicle collisions,
affecting nearly four million people in the United States each year. The
purpose of this cross-sectional study was to investigate the macromolecular
environment of cervical spinal cord white matter in participants with
persistent whiplash. This investigation of 76 individuals demonstrated changes in cervical
white matter integrity following whiplash injuries using magnetization transfer
imaging. Significant differences in the magnetization transfer ratio
homogeneity of large cervical white matter tracts were observed in females with
poor clinical outcome, indicating a spinal cord insult may contribute to
chronic pain after whiplash injury.
Introduction
Whiplash
injuries are the most common outcome from non-fatal motor vehicle collisions
(MVC), costly, and have a high rate of transition to chronicity, affecting nearly four million people
in the United States each year. (1,2) nearly a quarter of those injured (up to
one million) will present with, and report a wide variety of, signs and
symptoms characterized by neck pain, headache, widespread
sensory hypersensitivity, changes in motor performance, cognitive interference,
changes in bodily muscle composition, sensorimotor integration deficits, and
psychopathology. (3-10) Unfortunately,
standard imaging protocols have not consistently revealed relevant lesions in
patients who transit from acute to chronic whiplash associated disorders (WAD). (11-12)
Given the varied mechanics of a typical motor vehicle
crash (e.g. rear-end, side, or frontal), a subtle insult involving the cervical
spinal cord is feasible, but
likely occult with conventional imaging. (13-15) Magnetization transfer (MT) imaging could provide an
early and accurate quantification of an insult involving the cord following
MVC. The purpose of
this cross-sectional study was to investigate whether MT imaging was able to identify those participants
injured from an MVC whose clinical signs and symptoms were consistent with an
insult to cervical spinal cord white matter.Methods
Participants
were selected from a completed prospective study of 76 injured participants who
presented with WAD Grade II, via Quebec Task Force classification, to an
emergency department following an MVC. Clinical outcome was determined by Neck
Disability Index (NDI) score.(16) MT images were collected one year after MVC
and were parallel to the cervical intervertebral disks between C2 and C6. Figure 1 illustrates spinal cord white
and grey matter segmentations, performed using convolutional neural network
functions from the Spinal Cord Toolbox (SCT).(17) As shown in Figure 2, Magnetization transfer ratios
(MTR) were measured in the bilateral
corticospinal tracts, combined spinothalamic and spinoreticular tracts, and
cuneate and gracile fasciculi using the PAM50 atlas in the SCT.(18) The homogeneity of the
MTR response (MTRh) was measured
across the large white matter tracts at each given slice using the following
equation:
$$MTRh = \left(\frac{1}{\sqrt{N_A}}\right)\frac{\sqrt{\left(\frac{1}{\sqrt{N_A-1}}\right)\sum\left(X_A-\bar{X}\right)^2}}{\frac{1}{N_A}\sum X_A}$$
where $$$X_A$$$ represents the regional
MTR values in the ventromedial, dorsal and dorsolateral white matter aspects of
the cord, $$$\bar{X}$$$ is the
average of the MTR values and $$$N_A$$$
is determined by the number of regions measured (8 in this study). MTRh ranges from completely homogenous, at
0, and increases towards 1 as inhomogeneities in the measured quantities
increase.
A generalized linear mixed model was
created, adjusting for repeated measures within subject using compound
symmetry, and multiple imputation methods (5 sets) to impute missing data. Least Square means for MTRh were calculated adjusting for BMI,
age, race, and cervical level.Results
There is a significant interaction
between recovery status and sex (p=0.015). Least square means for the female
and male recovered groups were: 0.094 and 0.111; mild groups: 0.087 and 0.112;
severe: 0.140 and 0.067. Least square mean MTRh values for females with severe clinical outcome were
significantly difference from recovered females (p=0.023), mild continuing
symptoms (p=0.005), and males with severe outcome (0.010).Discussion
Significant differences in MTRh were observed between the severe
whiplash female group versus the other clinical outcomes and sex,
as shown in Figure 3. These
findings support recent literature and clinical observations of potential
insults to the spinal cord in those with severe WAD.(15,19) Additionally, such
findings may point to secondary signs of an insult to the cord or the
surrounding peripheral tissues. Altered cord glucose metabolism due to direct
neuronal insult or the presence of a glutamatergic inflammatory process from a
peripheral injury could also be occurring in those with persistent WAD.(20) Identifying
significant group differences when controlling for outcome and sex supports
long-standing acceptance that females are at greater risk of chronicity as
compared to males.(21) Overall, these findings identify an important subgroup
of patients with WAD who have signs and symptoms, but no standard protocol
radiological features, that are strikingly similar to the known pathophysiology
of mild incomplete spinal cord injury.
We have proposed a subject-normalized
metric (MTRh) to identify changes in
MT signal that may be related to spinal cord white matter demyelination.
Additionally, due to inherent differences in body composition and size of
participants, differing inhomogeneities of the magnetic field within and
between scans, and differences in transmitter and receiver coil loads, MT
signals are difficult to reproduce on a subject-specific level. The MTRh metric avoids these pitfalls. Figure 3 is a visual representation of
MTRh, and illustrates stark
differences between the three clinical outcome groups. Normalized methods are
critically important when making direct subject-to-subject comparisons of
subtle MTR variations.Conclusions
This investigation demonstrates
the utility of MT imaging of the spinal cord to identify tract specific and
regional changes in spinal cord white matter integrity following whiplash
injuries. Significant differences in MTRh
between sexes were observed. These findings of increased heterogeneity
levels (higher MTRh) for females with
severe clinical outcomes at 3 months support many large-scale clinical studies detailing
poorer recovery in females when compared to males. This work supports the
hypothesis that damage to the cervical spinal cord may underlie the transition
to chronic WAD in some, not all, injuredAcknowledgements
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