Edwin Versteeg1, Kyungmin Nam1, Dennis Klomp1, Jeroen Hendrikse1, Alex Bhogal1, Jeroen Siero1,2, and Jannie Wijnen1
1Radiology, University Medical Center Utrecht, Utrecht, Netherlands, 2Spinoza Centre for Neuroimaging Amsterdam, Amsterdam, Netherlands
Synopsis
Echo planar spectroscopic imaging (EPSI) can be used
for fast spectroscopic imaging, however, the gradient hardware greatly limits
the spectral bandwidth. Moreover, the associated fast switching gradient
produces uncomfortable levels of acoustic noise. In this work, we show the
feasibility of spectroscopic imaging at high spectral bandwidth using a silent gradient axis
driven at 20 kHz and a segmented EPSI sequence. We report results on the silent
segmented EPSI compared to the conventional EPSI approach on a phantom
containing NAA, creatine and glutamate and show the first silent and high
bandwidth in-vivo measurements.
Introduction
High field MRSI is of increased interest because of
its higher spectral resolution and SNR. Here, echo planar spectroscopic imaging
(EPSI) allows for more time-efficient MRSI acquisitions through simultaneous
spatial and spectral encoding. However, the acquisition of sufficient spectral
bandwidth in EPSI sequences is challenging due to gradient hardware
limitations. At high field, solutions to increase the spectral bandwidth
involve a combination of repeating the acquisition with shifted or reverse
gradient polarity1 and flyback
gradients2 at high performance. The latter produces significant acoustic
noise which can pose a health risk for the patient.1,3 Previously,
it has been shown that a silent gradient axis driven at 20 kHz can be used to decrease
acoustic noise during imaging exams.4 Here, we show
that such a silent gradient axis can be applied to spectroscopic imaging to
produce silent and high bandwidth EPSI. Methods
The silent gradient axis consisted of a lightweight insert
single-axis (z) gradient coil, which was resonant at 20.2 kHz and driven using
an audio amplifier. In this work, this setup produced an oscillating gradient
field of 31.5 mT/m. The gradient insert featured an integrated birdcage
transmit coil which was combined with a 32-channel receive coil (Nova Medical,
USA) for data acquisition. The setup was placed in a 7T MR-scanner (Philips
Achieva, Best, NL), which controlled the setup through an external trigger (see
Figure 1) in synergy with the whole-body gradients, yielding four physical gradient axes.
In a single shot using only the oscillating gradient
axis, the encoding resolution is 47.3 mm in the z-direction. To
increase this resolution, we now implemented
a segmented EPSI acquisition which required multiple shots. In our current reconstruction,
the spectral bandwidth is an integer fraction of 20.2 kHz (e.g. 10.05 kHz, 5.025
kHz, etc). Here, we do not yet include all data-points (Figure 2), so SNR will
be compromised. RF-excitation was done with a slice-selective pulse-acquire
approach, without any lipid suppression.
A volunteer
and a 12-cm diameter MRS phantom were imaged. The phantom contained 25 mM
n-acetyl aspartate (NAA), 20 mM creatine (Cr), and 25 mM glutamate (Glu)
dissolved in phosphate-buffered saline (PBS). Imaging parameters: TE/TR =
7ms/5050ms, FA = 90°, 12 mm isotropic voxel size, 16x16 matrix, Nspectral samples
= 512, averages = 1 (3 in-vivo), BWspectral = 3367 Hz, spectral
resolution = 6.58 Hz and a coronal slice orientation. We
used VAPOR water suppression5 with a 350
Hz (250
Hz in-vivo) bandwidth. Four shots were acquired in the z-direction to acquire this
resolution, which resulted in a scan time of 16x4x5050 = 5.22 min (16
min in-vivo).
The data was reconstructed in MATLAB using a
combination of a non-uniform Fourier transform (NUFFT), a density compensation
and an iterative conjugate-gradient SENSE reconstruction.6
For comparison, a more conventional EPSI scan using
the whole-body gradient was also performed on the same MRS phantom. Here, a
different 2-channel transmit coil was used (Nova Medical, USA). This scan
featured a semi-LASER excitation pulse.7 The
following imaging parameters differed from the silent EPSI acquisition: TE = 36
ms, BWspectral = 3652 Hz, spectral resolution = 7.13 Hz and a
coronal slice orientation. Here, the scan time was 1.20 min. Audio levels were obtained
from the scanners built-in sound pressure level (SPL) prediction.Results and Discussion
Figure 3 shows an overlay of the magnitude of the measured
spectra on an image obtained from the water peak. We can see that in both
methods the metabolites are detected in most of the phantom. In the silent
EPSI-scan, the signal drop-off observed at edges of the phantom originates from
an inhomogeneous B1 from the transmit coil.
Figure 4 shows a detailed view of a spectra from the phantom
for both methods. Here, individual spectra of the silent EPSI sequence feature
the same NAA, glutamate and creatine peaks as the conventional EPSI-scan.
As proof of principle, we obtained an in-vivo
measurement with the silent ESPI using a simple water suppressed pulse-acquire
sequence (figure 5). As no lipid suppression was used, we do observe the metabolites
in the centre of the brain, but clearly further lipid suppression
closer to the periphery is required. Importantly, the silent EPSI-sequence featured a 28.6 dB
lower SPL predicted by the scanner when compared to the conventional EPSI-scan.
This resulted in minimal sound experience by the subject during the scan,
dominated by the slice-selection gradient, which could be further reduced when moving
towards 3D-MRSI.
Our preliminary implementation used a segmented
readout and a long TR due to our current hardware cooling limitations and to
facilitate comparison with traditional semi-LASER sequences, yet maintains
substantial redundancy in spectral and spatial encoding. For instance, the 12-fold
redundancy in spectral resolution can combined with additional spatial (EPI) encoding
using the whole-body gradients, and TR could be reduced by a factor of 12 as
well. When this is merged with lipid suppression, we believe that our
preliminary results demonstrate a realistic path of full brain MRSI in
acceptable scan times and acoustic noise levels. Conclusion
We have presented a novel method for silent and fast
spectroscopic imaging with a larger spectral bandwidth by using a silent
gradient axis switched at 20 kHz and a segmented EPSI readout.Acknowledgements
No acknowledgement found.References
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