Naoharu Kobayashi1 and Michael Garwood1
1CMRR, Radiology, University of Minnesota, Minneapolis, MN, United States
Synopsis
Flip angle and RF pulse phase in 3D
MP-SSFP were optimized to maximize SNR. Optimal flip angle and pulse phase were
estimated by numerically maximizing the steady-state magnetization in MP-SSFP
with SAR penalty. The estimated optimal flip angle and phase were
experimentally validated with an agar gel phantom at 3T. The optimal RF pulse
setting improved SNR up to 41% under the fixed SAR conditions, depending on
MP-SSFP sequence parameters. Finally, in vivo human brain imaging was conducted
to demonstrate image contrasts in MP-SSFP images with the optimal flip angle
and pulse phase.
Introduction
3D MP-SSFP has recently been introduced as an
imaging sequence for use with inhomogeneous magnetic fields1.
While MP-SSFP is highly tolerant to the magnetic field inhomogeneity, it
requires a broadband excitation RF pulse to cover the widely distributed
frequency range over the 3D imaging volume, which limits achievable flip angles
(i.e, SNR) due to severe SAR limitations. In this study, we introduce optimal
flip angle and RF phase in 3D MP-SSFP to maximize SNR under the SAR limitations.Methods
In
MP-SSFP, one RF pulse in every NMP
pulses is replaced with an acquisition window to acquire refocused spin- and
stimulated echoes, and as such, each repetition period contains NMP-1 RF pulses. To constrain SAR in MP-SSFP, SAR
regularization was introduced in the numerical optimization; optimal flip angle, $$$\mathbf\alpha = (\alpha_0, ..., \alpha_{N_{MP}-2})$$$, and RF phase, $$$\mathbf\phi = (\phi_0, ..., \phi_{N_{MP}-2})$$$, were determined by solving the following:
$$\mathbf\alpha , \mathbf\phi =arg\min_{\hat{\mathbf\alpha},\hat{\mathbf\phi}}F(\hat{\mathbf\alpha}, \hat{\mathbf\phi})$$,
$$ F(\mathbf\alpha,\mathbf\phi)=-|M_{ss}|+\lambda\alpha_{std}^2$$,
$$ \alpha_{std}=\sqrt{\sum_{i=0}^{N_{MP}-2}\alpha_i^2/N_{MP}}$$,
where Mss is the
steady-state transverse magnetization computed with extended phase graph
simulation2,3, αstd is the “standardized” flip angle
representing RF energy per unit time (αstd2 $$$\propto$$$ SAR) and λ is a regularization parameter to enforce the SAR constraint. The
minimization problem was solved with a simplex search method4.
Two types of optimal RF phase $$$\mathbf\phi$$$ were obtained depending on λ: $$$\phi_i=2n\pi\cdot i/N_{MP}$$$ and $$$\phi_i=(2n-1)\pi\cdot i/N_{MP},(^\forall n\in \mathbb{Z})$$$ with strong and weak
regularization, respectively. The two phase conditions were referred to as “even”
and “odd” phase hereafter. The even and odd optimal phase conditions were consistently
observed regardless of the background inhomogeneous field and the missing pulse
interval NMP tested in
this study (Fig.1A). Optimal flip angle α
was set to the solution that provided αstd=6º and 20º for the even and odd
phase, respectively (Fig.1B).
MRI studies were conducted with a
Siemens Prisma 3T MRI using a 64ch head/neck coil. The optimal flip angle and
phase were first tested with an agar gel phantom. Then, in vivo human brain
imaging was performed with healthy volunteers under an IRB approved protocol. The MP-SSFP sequence parameters used in MRI experiments (and the optimization
of flip angle and phase) were: τ=5
ms, NMP=3-6, αstd=6º and 20º, flattened hyperbolic
secant pulse (HS2)5 with 1.6-ms duration and 12 kHz
bandwidth and readout bandwidth=46 kHz. A linear inhomogeneous field ΔB0 of 10, 15 or 20 mT/m was turned on
during the entire MP-SSFP scan with the z channel of the gradient coil set. The
linear inhomogeneous field was partly compensated during excitation and readout
by modulating the z gradient amplitude. MP-SSFP scans with a constant flip
angle for all RF pulses were conducted for comparison.Results
With αstd=6º, SNR was 1.02/1.06/1.08/1.14
times higher for NMP =
3/4/5/6 with optimal flip angles than with constant flip angles, which matched
well with the simulation results (Fig.2A). As observed in simulation, even RF
pulse phase provided higher SNR than odd RF phase in the low flip angle/SAR
condition (Fig.2B). With the high flip
angle of αstd=20º, optimal flip angles improved
SNR by a factor of 1.07/1.41/1.30/1.26 relative to constant flip angles for NMP = 3/4/5/6 (Fig.2C). In
the high flip angle/SAR condition, odd RF phase achieved higher SNR than even RF
phase (Fig.2D).
To demonstrate image contrasts, brain imaging was
conducted with optimal flip angle of αstd=6º or
20º and odd or even RF phase (Fig.3). SAR was 5-6% and 50-60% of the limit with
the vendor provided SAR monitor for αstd=6º
and 20º, respectively. With αstd=6º,
although SNR increased along with an increase of NMP, image contrast was similar regardless of RF phase
and NMP (Fig.3A). With αstd=20º, odd
phase provided stronger contrasts between gray and white matters (Fig.3B).
Image contrasts with αstd=20º
and even RF phase were mostly T1-weighted. The background
inhomogeneous field, ΔB0,
tested herein made minimal impact on image contrasts of brain tissues
regardless of RF phase, but CSF signal intensities decreased along with an
increase of ΔB0 due
to its high ADC value (Fig.4). High resolution imaging was performed with the SNR
optimal setting for αstd=6º
and 20º (Fig.5). While the low flip angle (αstd=6º)
achieved stronger image contrasts in brain tissues, SNR was conspicuously
higher with αstd=20º
than with αstd=6º.Discussion
The standardized flip angle αstd is an
SAR-based function (αstd2 $$$\propto$$$ SAR)
such that MP-SSFP scans with a constant αstd
entails identical SAR. Therefore, the optimal flip angle and phase herein
achieved an up to 41% increase of SNR under the fixed SAR conditions.
In previous works1,6, two RF phase settings were introduced: constant and
alternate phase. When NMP
is odd, the even and odd RF phase from optimization in this study matches
constant and alternate RF phase in the previous works, respectively. With NMP = an even number, either
constant or alternate RF phase matches the even RF phase such that the two RF
phase settings resulted in an identical |Mss|
in the previous report1.
Conclusion
Optimal flip angle and RF phase
numerically determined in this study improved SNR under the fixed SAR
conditions and provided strong image contrasts in brain tissues at 3T.Acknowledgements
This work was supported by NIH grants U01EB025153
and P41EB027061.References
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