Christopher Nguyen1,2,3, Timothy G Reese3,4, Congyu Liao3,4, William J Kostis5, Marcel P Jackowski6, Kawin Setsompop3,4, and Choukri Mekkaoui3,4
1Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA, United States, 2Department of Medicine, Harvard Medical School, Boston, MA, United States, 3Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, United States, 4Department of Radiology, Harvard Medical School, Boston, MA, United States, 5Cardiovascular Institute, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, United States, 6Department of Computer Science, University of São Paulo, São Paulo, Brazil
Synopsis
Free-breathing isotropic cardiac
diffusion tensor MRI (DT-MRI) of the left ventricle can be performed using second
moment (M2) motion compensated spin echo encoding and generalized slice
dithered enhanced resolution (gSlider). This technique provides substantial
improvements in spatial resolution and consequently in the accuracy of diffusion-based
indices. However, M2-gSlider’s RF slice encoding is susceptible to
through-slice motion, limiting the maximal improvement in slice resolution. Here, we evaluate the addition of a slice
tracking respiratory navigator (NAV) to prospectively adjust slice position in
real-time. M2-gSlider-NAV was validated in healthy volunteers and tested in a patient
with a history of myocardial infarction.
INTRODUCTION
Recent work has shown that
combining second-order gradient moment nulling (M2) and generalized slice
dithered enhanced resolution (gSlider) allows isotropic in vivo cardiac diffusion Tensor MRI (DT-MRI) [1].
M2-gSlider enabled free-breathing isotropic (~2.5 mm) DT-MRI acquisition of the
entire left ventricle (LV), demonstrating
a nominal through-plane increase in spatial resolution by more than three times.
This isotropic resolution improved analysis and visualization of fiber
architecture in an “unfolded” representation, depicting both the circumferential
and longitudinal myocardial microstructure. However, M2-gSlider RF slice
encoding is susceptible to through-slice motion due to its inherent reliance on
2D slice selection and lack of 3D Fourier phase encoding. Consequentially, the actual
improvement in slice resolution can be diminished in the presence of through-plane
respiratory motion. Here we demonstrate a slice tracking respiratory navigator
(NAV) capable of prospectively adjusting slice position in real-time in
combination with M2-gSlider, and show marked improvement in resulting image
quality.
METHODS
Pulse Sequence Design:
M2 compensated diffusion
gradients were designed using a symmetric gradient shape insensitive to the
accuracy of the refocusing pulse [1] (Fig. 1). The gSlider RF and slice
selective pulses were optimized to reduce RF duration, improve slice dither
profile, and reduce SAR using an application-specific VERSE design [1]. Optimized
slice interleaving was performed to ensure signal recovery (4 RR) before adjacent
slices were acquired. Asymmetric regional saturation bands reduced the FOV and
minimized the readout duration while decreasing susceptibility distortion and echo
time. A
spin echo NAV with intersecting excitation and refocusing planes was placed perpendicular
to the diaphragm and away from the heart to avoid saturation artifact.
In Vivo Study:
Four healthy volunteers and one
patient with a history of myocardial infarction were imaged on a 3T scanner
(Siemens Prisma) for 1.5 hours using M2-gSlider-NAV DT-MRI (TR = 10 RR, TE = 81
ms, in-plane resolution = 2.5 mm x 2.5 mm, slice thickness = 2.5 mm [RF slab
thickness = 12.5 mm, gSlider factor = 5], outer volume suppression with
asymmetric saturation bands, 1 b = 0
and 10 b = 500 s/mm2 diffusion
directions, 10 averages, Navigator window = 12 mm) under free-breathing
conditions. The entire LV was imaged in
short-axis slices without gaps. The Siemens clinical spine and chest array coils were
used for all acquisitions.
Image Analysis:
For each subject, we computed a
number of diffusion-based indices, including mean diffusivity (MD), fractional
anisotropy (FA), helix angle (HA), and helix angle transmurality (HAT). An
unfolded representation of the LV wall was generated by projecting 90 radial
scanlines [2] 4 degrees apart, from the center at the LV cavity, at
each level from apex to base, using the anterior LV-RV junction as the starting
point of unfolding. The diffusion-based indices were mapped onto the unfolded
representation and averaged across transmural depth. Spatiotemporal registration (STR) motion correction was
applied to improve in-plane alignment of diffusion eigensystem components [2].RESULTS
With addition of the navigator to
the M2-gslider sequence there was an improvement in the alignment of the
acquired images, resulting in improved morphologic definition of the LV (Fig.1). With the
use of the navigator there was a more than two-fold improvement in SNR. The highest
quality images were obtained when both navigator and STR were employed. Fiber tractography derived from these data
demonstrated a coherent distribution of myofibers in healthy volunteers (Fig.2),
as well as local disruption of fiber architecture in the region of the
myocardial infarction (Fig.3). Diffusion-based indices for normal volunteers
and the patient with a history of MI are shown in Figure 4.CONCLUSION
Slice-following M2-compensated diffusion EPI enables imaging
of the beating heart without motion artifact while simultaneously tracking and
canceling respiratory motion.
The integration of a real-time slice tracking
respiratory navigator to the M2-gSlider acquisition has yielded improvements in
SNR and in the definition of local variability in the 3D myofiber continuum. The
integration of SMS acceleration will enable this technique to be translated to
the clinical setting.Acknowledgements
NIH R01HL131635
NIH R21EB024701
References
[1] Nguyen C, Reese TG, Liao C,
Kostis WJ, Jackowski MP, Setsompop K, Mekkaoui C. Free Breathing Isotropic Cardiac Diffusion Tensor MRI of
the Left Ventricle Using M2-gSlider: Unfolding the Fiber Architecture of the
Human Heart, ISMRM 2019.
[2] Mekkaoui C, Reese TG, Jackowski MP, Cauley
SF, Setsompop K, Bhat H, Sosnovik DE. Diffusion Tractography of the Entire Left
Ventricle by Using Free-breathing Accelerated Simultaneous Multisection
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