stanislas Rapacchi1, Thomas Troalen2, Maxime Guye3, Monique Bernard3, Alexis Jacquier3, and Frank Kober3
1CRMBM, Aix Marseille University CNRS, Marseille, France, 2Siemens Healthineers, Saint Denis, France, 3Aix-Marseille Univ, CNRS, CRMBM, Marseille, France
Synopsis
To perform high-resolution cardiac function MRI,
thin-slice Cine MRI at 7T is accelerated using Simultaneous Multi-Slice (SMS)
technique. Additionally, Hadamard encoding strategy along the temporal dimension
is superimposed on the CAIPIRINHA phase shift. The Hadamard-decoded data serve
as embedded reference for SMS image reconstruction. Additional in-plane
L1-SPIRiT reconstruction allows for limited noise amplification. Results show
excellent slice separation, satisfactory SNR and CNR for assessment of cardiac
function. However, SAR restrictions impose a lower flip angle for SMS
acquisitions that result in poorer blood-to-myocardium contrast.
Introduction
High resolution is one of the major benefits
expected from 7 Tesla Cardiac MRI exams, notably high-resolution cardiac
dynamic MRI (Cine). However, increasing the resolution of Cine MRI is
inherently limited by the duration of a breath-hold. Moreover, 2D Cine MRI
resolution is highly anisotropic, with small pixels but thick slices. Therefore,
Cine MRI could benefit from higher SNR at 7T to acquire thinner slices and thus
improve partial volume issues within short-axis views. Within these
considerations, the problem of limited breath-hold duration is shifted to the
increased number of repeated breath-hold to cover the left ventricle (LV) with
thinner slices. In this work, we propose to accelerate Cine MRI at 7T using
Simultaneous Multi-Slice (SMS) technique(1). Additionally,
a novel cardiac-dedicated SMS technique is proposed to alleviate the issue of
alignment between single-band reference data and multi-band accelerated imaging
data.Material and Methods
Acquisitions were performed
on a 7T MRI scanner (Siemens Magnetom) using a 32Rx/8Tx cardiac coil (MRITOOLS).
The 8Tx channels were combined as a single Tx channel using an optimized predefined
phase set. Eight healthy volunteers were recruited after written consent was
obtained. A 2D FLASH-Cine sequence with retrospective EKG gating was modified with
CAIPIRINHA-SMS excitations(2). Instead of a separate reference acquisition, a
Hadamard(3) SMS phase-shift pattern is introduced along the
cardiac phase dimension to allow for slice separation (Figure1). The resulting
Hadamard-decoded k-spaces can then serve for calibration of SMS-reconstruction.
Cine parameters were SMS3x–GRAPPA2x, 1.8x1.8x4mm3 resolution reconstructed
to 0.9x0.9x4mm3, 28ms temporal resolution, ~10s breath-hold/slice.
The same acquisitions were performed without SMS acceleration (noted SS) for comparison.
For both acquisitions, flip angle were maximized to fit within SAR restrictions.
Image reconstruction combining Split-Slice GRAPPA(SSG) and in-plane GRAPPA was
implemented online using Gadgetron(4). A second reconstruction using SSG + L1-SPIRiT was
performed retrospectively. SNR and CNR were measured between the septum and the
LV blood pool. Results
Using 1ms 3-bands
excitations, specific absorption rate (SAR) restrictions imposed the flip angle
for SMS-3 CINE to be reduced by 37 ± 7% compared to single-band CINE, from 36-69
to 20-50 degrees. Signal-to-noise ratio (SNR) measured in the septum showed a
decrease from single-slice (SS) acquisitions to SMS acquisition (SNR(SS)=
8.7 ± 3.6 vs SNR(SMS)=5.5 ± 3.7, p=0.08) although not significantly.
The CNR between the LV blood pool and the septum was significantly decreased
from CNR(SS)= 12.4 ± 6.7 for single-slice CINE to CNR(SMS)=5.5 ± 2.7
(p<0.001) for SMS3-CINE. Figure 2 shows the results from one volunteer of
the 3 slices and the long axis reformat. The 3 slices are well separated and
image contrast is sufficient for assessing cardiac function. Similarly, blood-myocardium
CNR was reduced (3.1±1.3 vs 7.1±2.5, p<0.01) due to the SAR-limited SMS
excitations when compared to single-slice excitations. The resliced Cine in
long axis view highlight revealed few SMS slices that had poorer image quality.
Exploiting
the sparsity in the spatio-temporal domain, Split-Slice-GRAPPA(SSG) + L1-SPIRiT
image reconstruction was able to mitigate the noise amplification from SMS
acquisition. The SNR was improved by 38 ± 24% and the CNR was improved as well
by 45 ± 25 %.Conclusion and discussion
Accelerated high resolution Cine
using SMS offers multiple perspectives, from simply reducing the examination
time to reaching higher resolution to refine imaging of subtle pathologies such
as ventricular non-compaction. The novel SMS technique detailed here shows
promises for rapid high-resolution Cine which could also benefit clinical field
MRI. However, the reduced flip angle imposed by SAR to account for increased
power of multi-bands excitations impacts the image noise and contrast. Acknowledgements
This work was performed by a laboratory member
of France Life Imaging network (grant ANR-11-INBS-0006). This work was performed on the platform 7T-AMI, a French “Investissements
d’Avenir” programme” (grant ANR-11-EQPX-0001). References
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