Kyle Jeong1,2 and Eun-Kee Jeong1,3
1Utah Center for Advanced Imaging and Research, University of Utah, Salt Lake City, UT, United States, 2Department of Bioengineering, University of Utah, Salt Lake City, UT, United States, 3Radiology and Imaging Sciences, University of Utah, Salt Lake City, UT, United States
Synopsis
The 2D ss-DWEPI is routinely used for in-vivo
DW imaging, because of its immunity to motion-induced artifact, but prone to
susceptibility-induced geometric distortion. We present a novel DWI technique
using single-shot radial imaging, which produces DW images with minimal
geometric distortion, no motion artifact, and with optimized SNR and reduced
effect of undersampling radial streak artifact. Variable-flip angle (VFA) and
random-view ordering (RVO) were implemented to improve the SNR and reduce the
geometric distortion, respectively.
Introduction
2D single-shot
diffusion-weighted EPI (2D ss-DWEPI) is commonly used for diffusion MRI,
because of its immunity to motion-induced artifact. However, DWI using the 2D
ss-DWEPI is subject to severe geometric distortion at/near the large field
gradient, such as air-tissue and bone-tissue interfaces [1]. Therefore, the
application of 2D ss-DWEPI is limited to intracranial brain, far from the sinus
and temporal bones. 2D single-shot radial DWI (2D ss-rDWI), too, is insensitive
to motion artifact due to heavy k-space sampling at the k-space center [2] and
with acquisition of complete k-space coverage after a single
diffusion-preparation [3], but with low SNR. In this abstract, we present 2D ss-rDWI that produces DW images with optimized signal-to-noise ratio (SNR) and reduced reconstruction-related
distortion using variable flip-angle (VFA) and random view-ordering (RVO),
respectively. We also compare the performance of 2D rDWI using VFA and RVO to constant
flip-angle (CFA) and smooth view-ordering (SVO). Methods
Diffusion-preparation module is developed and applied prior to the
data acquisition. Because the diffusion-prepared longitudinal magnetization is
measured over a multiple RF excitations for 48 radial spokes in each shot, images
are subject to low signal-to-noise ratio (SNR). We used VFA and RVO to optimize
the SNR and to reduce the sampling-related artifact, respectively. Flip-angle αn
of the nth RF pulse for VFA is calculated using αn = arctan(sin αn+1·e-τ/T1) for a given T1, with αlast = 90o [4]. For each technique, numerical
simulation was performed using a homemade software, programmed using Python
language. MRI experiments were performed at 3T MRI system (Prisma, Siemens
Medical Solutions, Erlangen, Germany). Phantom MRI experiment was performed to
mimic the numerical simulation for comparison. 2D ss-rDWI was then applied for
DWI of human brain with eight shots of 48 radial views, TR = 4.0 s, TE = 37 ms, 2x2x4 mm3
resolution, and b = 0 and 500 sec/mm2, and acquisition time of 32 sec
for each b-value. DW images were also obtained using 2D ss-DWEPI with similar
imaging parameters.Results
The
simulations and the MR experimental data presented matching results. Both
simulated and MR phantom data revealed insensitivity to magnetic
susceptibility-induced geometric distortion when radial view order is
randomized in Fig. 1(i-iv)b, Fig. 1(i-iv)d, and Fig. 2(b,d,f,h,j,l). In
contrast, SVO proved to be highly sensitive to the geometric distortion as
shown in Fig. 1(i-iv)a, Fig. 1(i-iv)c, and Fig. 2(a,c,e,g,i,k). Furthermore,
the simulated and experimental MR data using VFA scheme exhibit higher SNR than
its CFA counterpart, by consuming the entire diffusion-prepared magnetization
in each single-shot, as shown in Fig. 3. Fig. 4(b,c) illustrate DW images using
2D ss-DWEPI with severe geometric distortion for tissues surrounding the sinus
space, including the pituitary gland. This geometric distortion was absent in
our 2D ss-rDWI images in Fig. 4(d,e) where the pituitary gland retained its
visual structure, although with low SNR.Conclusion
We presented a 2D ss-rDWI technique with radial k-space acquisition that produces DWI without motion-induced artifact and geometric distortion, and
with reduced streak artifacts using variable flip angle and random view
ordering. Preliminary application of this technique on skull base of a
volunteer demonstrated a great potential for DWI of other organs, including, but
not limited to, upper liver, prostate, and skull-base brain.Acknowledgements
This
work is supported by a Research Grant from National Multiple Sclerosis Society
(NMSS).
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