Daiki Ito1,2,3, Tomokazu Numano1,3, Tetsushi Habe1,2, Toshiki Maeno1, Kazuyuki Mizuhara3,4, Surendra Maharjan1, Kouichi Takamoto5, and Hisao Nishijo6
1Department of Radiological Sciences, Graduate School of Human Health Sciences, Tokyo Metropolitan University, Tokyo, Japan, 2Office of Radiation Technology, Keio University Hospital, Tokyo, Japan, 3Health Research Institute, National Institute of Advanced Industrial Science and Technology, Ibaraki, Japan, 4Department of Mechanical Engineering, Tokyo Denki University, Tokyo, Japan, 5Department of sport and Health Sciences, Faculty of Human Sciences, University of East Asia, Yamaguchi, Japan, 6System Emotional Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
Synopsis
MR
elastography (MRE) requires acquisitions of multiple phase offset images. Patient
movement between acquisitions of phase offset images is not only difficult to be
detected, but also leads to calculate shear modulus incorrectly. To resolve
this problem, we present a novel MRE technique that can acquire multiple phase
offset images simultaneously (SAMURAI-MRE) using a motion-encoding gradient
(MEG)-less multi-echo sequence. MRE images obtained at spin-echo (SE)- and
gradient-echo (GRE)-based SAMURAI-MRE were compared with those at conventional
SE- and GRE-based MEG-less multi-echo MRE. The results demonstrate that it is possible to
perform SAMURAI-MRE, and SE-based SAMURAI-MRE was superior to GRE-based SAMURAI-MRE.
INTRODUCTION
MR elastography (MRE) is a
phase-contrast technique that provides information about mechanical properties,
such as shear modulus of tissue, by visualizing and analyzing mechanical shear
vibrations propagated to the tissue.1 Tissue displacements
attributable to vibrations are encoded as phase shifts in an MR phase image by
using bipolar gradient lobes in a motion-encoding gradient (MEG). MRE requires
acquisitions at multiple phase offsets (typically 4–8 phase offsets) which
indicated as relationship with wave motion and MEG, in order to show the
propagation of the wave and to permit processing of the data through time.
Patient movement during acquisition can be
detected as a motion artefact on an MR image. However, it is difficult to
detect patient movement between acquisitions, because this movement is not appeared
as an artefact. In MRE, if the patient moves between acquisitions of multiple
phase offset images, calculated shear modulus results in incorrectly.
To resolve this problem, this study presents a
novel technique that can acquire multiple phase offset images simultaneously.
This study names our technique a “simultaneous acquisition of multi-phase
offset for rapid imaging in MR elastography” (SAMURAI-MRE), and investigated
the accuracy of SAMURAI-MRE by working with the phantom and human subjects.METHODS
All
MRE experiments were performed on a clinical MR imager (Achieva 3.0T; Philips
Healthcare, Best, The Netherlands) using a surface coil. This study used
custom-designed pneumatic wave transducer (vibration pad) made by a three-dimensional
(3D) printer (3D touch, 3D Systems, Inc., Rock Hill, SC, USA). SAMURAI-MRE is
based on a MEG-less multi-echo sequence.2 In a MEG-less multi-echo
sequence,
readout gradient lobes achieve a similar function to MEG (MEG-like effect).
Normally, to obtain maximum MEG-like effects, readout gradient lobes are
synchronized with vibration, in other words, the TE-interval of multi echoes (δTE)
is adjusted to following condition δTE = (n – 1)T
+ T/2, (n = 1, 2, 3, ⋯)
[1], where T is the period of vibration (Fig. 1). On the other hands, SAMURAI-MRE can
be performed by acquiring multi-echo unsynchronized with readout gradient lobes
and vibration; specific condition of δTE differs depending on the number of
phase offsets. Moreover, the number of echoes should set adding 1 to the number
of phase offsets in SAMURAI-MRE. For
example, in the case of 4 phase offsets in SAMURAI-MRE, δTE is set the
following condition δTE = (2n – 1)T/4, (n = 1, 2, 3, ⋯)
[2], and 5 echoes are required (Fig. 2a). After acquired images are processed
by bandpass filtering to suppress random noises and background phase
variations, multiple phase offset images are generated from difference acquired
images between adjacent two echo data (Fig. 2b). This study performed for the
acrylamide phantom and supraspinatus muscle in three subjects using following 4
kinds of acquisition methods: conventional MEG-less multi-echo MRE with 1)
spin-echo (SE)- and 2) gradient-echo (GRE)-based sequences, and SAMURAI-MRE
with 3) SE- and 4) GRE-based sequences. Number of phase offsets were set at 4; thus, the
acquisition time for SAMURAI-MRE is 1/4
compared with a conventional MEG-less multi-echo MRE. Additional acquisition
parameters appear in Figure 3. In the
phantom, Pearson’s correlation analysis was performed, to assess the
differences of each acquisition method in shear modulus. The Pearson’s
correlation coefficient was calculated using voxel-wise data for elastograms
between each acquisition method and SE-based MEG-less multi-echo MRE. In the
volunteer study, the Pearson’s correlation analysis was not performed, because
the accuracy of each method is unknown due to various factors included patient movement.RESULTS
The elastogram of the phantom
at GRE-based SAMURAI-MRE was changed compared with that of other methods (Fig.
4a); the Pearson’s correlation coefficient was lowest at GRE-based SAMURAI-MRE
(0.74), and that was highest at SE-based SAMURAI-MRE (0.96), as shown Figure 4b.
In the supraspinatus muscle, the wave image showed clear wave propagation
especially at SE-based SAMURAI-MRE, and unclear wave propagation at GRE-based SAMURAI-MRE
(Fig. 5).DISCUSSION
GRE-based
sequences increase phase wrapping due to phase shifts resulting from magnetic
field inhomogeneities compared with SE based-sequences, because those phase
shifts are not cancelled at the center of the GRE as they are in SE-based
sequences. Moreover, in GRE-based multi-echo sequences, phase wrapping due to
them increase with later generated echo (1st echo < 2nd
echo < 3rd echo, etc.). Since multiple phase offset images are
generated from difference between adjacent two echo data in SAMURAI-MRE,
the degree of influence due to phase wrapping is different at each phase offset
image. Therefore, the wave image and elastogram would be low quality in GRE-based
SAMURAI-MRE. On
the other hands, in SE-based SAMURAI-MRE with little phase wrapping,
the quality of wave image and elastogram may be high due to benefit from less
patient movement by simultaneous acquisition of multiple phase offset images.CONCLUSION
The
results demonstrate that it is possible to perform MRE using our novel
technique (SAMURAI-MRE) that can acquire multiple phase offset images simultaneously, and MRE
images at SE-based SAMURAI-MRE was more
superior than those at GRE-based SAMURAI-MRE. SAMURAI-MRE may improve the accuracy of shear
modulus calculation by reducing patient movement. In addition, since SAMURAI-MRE is based on simple multi-echo method
built into conventional MRI, it can be a useful technique for the clinical
application of MRE.Acknowledgements
No acknowledgement found.References
1. Muthupillai R, Lomas DJ,
Rossman PJ, et al. Magnetic resonance elastography by direct visualization of
propagating acoustic strain waves. Science 1995;269(5232):1854-1857.
2. Numano T, Mizuhara K, Hata J, et al. A simple
method for MR elastography: a gradient-echo type multi-echo sequence. Magn
Reson Imaging 2015;33(1):31-37.