Luke Watkins1, Alix Plumley1, Kevin Murphy1, and Emre Kopanoglu1
1Cardiff University Brain Research Imaging Centre, Cardiff, United Kingdom
Synopsis
Within-scan
patient motion hampers the performance of parallel-transmit (pTx) pulses. In this
study we developed a motion-robust pTx pulse (MRP) in the small tip angle
regime to improve magnitude homogeneity over a range of pitch/roll/yaw
rotations from 0° to 5°. The 4-spoke MRP was compared to a 3-spoke
conventionally designed pulse (CDP). The MRP produced more homogenous magnitude
profiles than the CDP for all evaluated rotations (0°,1°,2°,5° around each axis).
The benefit of the method was more prominent with increased rotation angles.
The proposed design shows potential for excitation pulses that maintain
highly homogeneous magnitude profiles during patient head motion.
Introduction
Parallel
transmission of RF waveforms (PTx) using multiple transmit channels can greatly
improve excitation homogeneity at ultra-high-field.1 pTx-pulses use patient-specific B1-maps for improving
the flip-angle homogeneity, however the inherent position-specific nature of
these maps leads to reduced pTx performance in the presence of patient
motion.2 To address this motion sensitivity, we developed a
motion robust pulse (MRP) for head rotation.Methods
Virtual
body model Ella3 was simulated inside a generic 8-channel
parallel-transmit coil using Sim4Life (Zurich MedTech, Zurich, CH). Positions included a case with no rotation and on-axis pitch/roll/yaw rotations
of 1°,2°,5° about the centre of the head, leading to 10 positions, as shown in Figure
(1).2 The initial MRP was designed using simulated coil
sensitivity maps (CSMs) for 0°,1°,2°,5° pitch/roll/yaw head rotations (10
total) . Similar to the concept of universal pulses4, which are designed for multiple B1-maps acquired
from a cohort of participants, we design pulses for multiple positions.
The
MRP design combined multiple CSMs, each representing a patient position within
the scanner. Pulse design was performed in patient coordinates by
co-registering and concatenating all CSMs while positional differences were incorporated
by adapting the gradient fields for each CSM. Small tip-angle, axial slice
selective motion-robust spokes pulses were designed using an adaptation of the
phase-relaxed spatial domain method.5 The cost function consists of the error in magnitude-wise
excitation profiles evaluated at multiple positions and RF power via Tikhonov
regularization.5 The k-space search grid was also optimised to reduce
design error. The result was a single motion robust pulse that had been optimised
over all rotations. The pulse design parameters in Ref.(6) were used, with a
target flip-angle of 60°.6
Comparisons
were drawn between a 4-spoke MRP, and a conventionally designed 3-spoke pulse (CDP)
that use only the central CSM. We compared a 4-spokes MRP to a 3-spokes CDP to
compensate for the added complexity of improving the flip-angle at multiple
positions. Pulse performance was evaluated in terms of the error in magnitude and
phase of excitation profiles. Normalised root-mean-squared error (nRMSE) of the
magnitude profiles was calculated based on the error between each evaluated
rotation and the central position. CDPs were designed with and without the
k-space search grid optimisation because of its effect on susceptibility to
motion.Results
The
nRMSE was lower at the central evaluation (no motion) for a 4-spoke MRP (nRMSE
= 3.4%) than a 3-spoke CDP (nRMSE = 5.0%).
Magnitude
profiles from evaluations along pitch/roll/yaw are shown in Figure (2). The MRP
produced highly homogeneous magnitude distributions along all rotations
compared to the CDP. Figure (3) displays absolute magnitude difference profiles
of the CDP and MRP, evaluated over 1°, 2°, 5° roll/pitch/yaw rotations, created
by taking the absolute difference between each evaluation in Figure (2) and the
central evaluation. The MRP showed superior magnitude difference profiles to the
CDP at all evaluated positions, with most improvement shown at 5° rotations. CDP
evaluations at 5° pitch and 2°,5° roll rotations show regions with large
deviations, which are mitigated with the MRP pulse.
This
is further confirmed by Figure (4-a), displaying nRMSE due to motion at each
rotation and show the 4-spoke MRP produced less error due to motion than the 3-spoke
CDP at all evaluated rotations. The largest magnitude error recorded was 14.3%
at CDP 5° roll, while the MRP yielded 5.2%. Figure (4-b) shows root-mean-squared
error (RMSE) of phase due to motion. The MRP showed lower phase errors for roll
and yaw rotations, however, inferior performance along pitch. The CDP results
presented in Figures (2,3,4) excluded the k-space search grid optimisation.
Optimising
the k-space search grid for CDPs leads to reduced design error at the central
position, however increased susceptibility to motion in most cases. The design
error using the optimisation is nRMSE = 3.7%, and without the optimisation nRMSE
= 5.0% at the central position. This differing susceptibility to motion can be
seen when comparing Figure (4), and Figure (5a, b) which displays the magnitude
and phase errors of the k-space search grid optimised CDPs. Figure (5) shows
large changes in pitch evaluations compared to non-optimised CDPs.Discussion
We
compared the 4-spokes MRP to 3-spokes CDP. While the MRP pulse waveform is
therefore longer than the CDP, this allows improving the flip-angle at multiple
positions.
While
CDP pulse performance could be improved via k-space search grid optimisation, this
made the CDPs more susceptible to motion. Figures (4-5) imply the k-space
search grid design requires consideration, as it appears to impact susceptibility
to motion.
While
the MRP maintained magnitude homogeneity far better than CDPs, the phase
profiles show less improvement. Initial tests showed that phase relaxation
introduces a trade-off between motion robustness of the magnitude profile and
the phase profile, which is currently under investigation. The design was
limited to 5° rotation due to a large breakdown in phase past this point.Conclusion
The
results presented show potential of rotation-robust excitation pulses as a
method of maintaining highly homogeneous magnitude profiles. Future work will
focus on extending the approach to include translational motion as well. The
potential for extending the motion-robust design to incorporate multiple
subjects similar to Ref.(4), to create a “motion-robust universal pulse” is
also of interest.Acknowledgements
No acknowledgement found.References
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