Briana Meyer1 and Matthew Budde2
1Biophysics, Medical College of Wisconsin, Milwaukee, WI, United States, 2Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
Synopsis
Dynamic susceptibility contrast (DSC) to monitor spinal
cord perfusion and hemodynamics has the potential to inform the clinical care
of spinal cord injury and other disorders. Acquisition of high spatial
and temporal resolution images of the rodent spinal cord for DSC perfusion measurements
was achieved using a golden-angle radial gradient-echo acquisition combined with iGRASP
iterative undersampled reconstruction.
Introduction
Dynamic susceptibility contrast (DSC) imaging uses
a bolus injection of an exogenous gadolinium-based contrast agent and rapid
imaging within the first passage of the agent through the vasculature to derive
perfusion estimates. This technique is established in the brain but there is
limited application to the spinal cord despite its potential application to
monitor spinal cord blood flow in spinal cord injury or other disorders1,2. MRI of the
spinal cord is more challenging than brain MRI due to the small size of the
cord, its propensity for motion, and distortions due to the surrounding
vertebral column. Rapid imaging is necessary with temporal resolutions in the
human of 1 second or less to accurately characterize the bolus through the
tissue. Higher temporal resolution is necessary in small animals. We applied golden-angle
radial acquisition combined with an iterative undersampling reconstruction
technique to achieve DSC images with a temporal resolution of 0.48 s.Methods
Adult female Sprague-Dawley rats were used in
this study. MRI was performed on a 9.4T Bruker Biospec (Paravision 6.0.1) and
that animal was positioned in a head holder inside a 38 diameter Litz coil
(Doty Scientific, Inc). Cartesian gradient echo imaging was initially compared
with a golden-angle radial acquisition using a modified ultra-short TE (UTE)
pulse sequence with axial images (TR/TE = 10/3.5 ms, resolution = 0.375 x 0.375
mm). Subsequently, three slice, axial DSC
images were collected with the golden-angle radial scheme (TR/TE = 16/3.5 ms,
resolution = 0.375 x 0.375 mm) with 150 spokes (fully sampled) and a temporal
resolution of 2.4 s. A bolus of gadodiamide (0.1mmol/kg) was injected through a
tail vein catheter after 80 s of precontrast scans. Image reconstruction used
a nonuniform fast Fourier transform (NUFFT) on the Bruker system and was
compared to an off-line, iterative undersampling reconstruction technique,
iGRASP3. Data was undersampled using 12 iGRASP iterations and
either 90, 30 or 10 spokes. The average signal difference was calculated from
23 timelocked images of fully sampled and undersampled datasets across the precontrast
baseline images. The respiratory trace was derived from the phase of the center
point for each spoke and used as a weighting parameter in the reconstruction. Evaluation
determined undersampling with 30 spokes provided sufficient image quality with
a temporal resolution of 0.48 s and this reconstruction was used for subsequent
perfusion analysis. The dynamic transverse relaxation rate constant (R2*)
within a manually drawn spinal cord ROI was calculated: ∆R2*t
= -(1/TE)*ln(St/S0) where S0 is the
precontrast signal average. Relative perfusion estimates of time-to-peak (rTTP),
the time from bolus injection to peak signal intensity, from the SCI epicenter at
C5 cervical level are reported.Results
Compared
to Cartesian sampling, the golden radial acquisition had higher temporal signal
to noise (tSNR) of 7.1 and 14.5, respectively. Average signal change compared
to fully sampled data in a manually drawn spinal cord ROI was 2.5 ± 0.2, 4.7 ± 0.6
and 21.4 ± 3.9 % for undersampling rates of 90, 30, and 10 spokes respectively.
iGRASP undersampling factors in the healthy rat determined image quality was
maintained at an undersampling rate of 30 spokes, which provided a 5x increase
in temporal resolution (0.48 s). Image quality notably deteriorated with only
10 spokes. The mean R2* was
plotted for both a healthy and a SCI rat and derived estimates of rTTP were
3.36 and 3.84 s, respectively. Increased post bolus signal (∆R2*) in the
injured animal is suggestive of contrast agent leakage which was not accounted
for in the current modelling.Discussion
Golden-angle radial acquisition combined with iGRASP iterative undersampled
reconstruction achieved quality DSC images at high temporal resolution. We
demonstrated feasibility of this technique in an animal model. The phase derived respiratory signal provides weighting information for reconstruction robust to respiratory motion. Further
experiments are necessary to address leakage effects which are known to alter
perfusion measurements because of both T1 and T2* effects and is expected in
the traumatically injured cord4,5. Relative time to peak was increased in the SCI animal and
further optimization including leakage correction is required to obtain
perfusion parameters such as mean transit time and spinal cord blood flow. Conclusion
We
have reported implementation of DSC imaging in the rat cervical spinal cord
that is relatively robust to respiratory effects that typically confound
dynamic imaging. Continued development of this perfusion technique can provide
MRI methods to monitor spinal cord blood flow in injury or compression. Acknowledgements
We
thank Natasha Wilkins and Matt Runquist for experimental assistance. This study
was supported by funding from the National Institutes of Neurological Disorders
and Stroke (R01NS109090). References
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