Shinichi Takase1, Masaki Ishida1, Yoshitaka Goto1, Shiho Isoshima1, Wakana Makino1, Haruno Sakuma1, Makoto Obara2, Tsunehiro Yamahata1, Katsuhiro Inoue1, Kakuya Kitagawa1, and Hajime Sakuma1
1Department of Radiology, Mie University Hospital, Tsu, Mie, Japan, 2MR Clinical Science, Philips Japan, Ltd., Tokyo, Japan
Synopsis
Compressed SENSE
(CSENSE) is a novel method to combine Sensitivity Encoding
(SENSE) and compressed sensing for rapid MR imaging. CSENSE can achieve
a reduction factor higher than those achieved by SENSE while preserving the image quality by the
denoising effect with iterations. In this work, CSENSE was applied to 3.0T free-breathing
whole-heart coronary MRA to reduce the acquisition time. As compared to the
conventional acquisition method using SENSE, CSENSE allows for up to 2.5-fold reduction
of acquisition time without significant degradation of image quality of
whole-heart coronary MRA at 3.0T, especially after the contrast injection.
Introduction
Free-breathing whole-heart coronary MR angiography
(MRA) is an established method that can clearly visualize coronary arteries
with a narrow acquisition window in the cardiac cycle. However, a long
acquisition time is a major limitation of whole-heart coronary MRA (1).
Parallel imaging (PI) is a well-established method for scan acceleration in
MRI, while compressed sensing (CS) is an emerging technique to accelerate
conventional MRI by reducing the number of acquired data based on CS theory.
The combination of PI and CS is of great interest to further accelerate MRI
scans (2-4). Recently, a novel method to combine sensitivity encoding (SENSE),
one of the standard methods for PI, and CS for rapid MR imaging has been
proposed and named compressed SENSE (CSENSE). CSENSE can achieve a reduction
factor higher than those achieved by SENSE while preserving the image quality by
the denoising effect with iterations. In this work, CSENSE was applied to 3.0T free-breathing
whole-heart coronary MRA to reduce the acquisition time. The purpose of this
study was to evaluate if CSENSE can reduce the acquisition time of 3.0 T whole-heart
coronary MRA without degradation of image quality compared to a conventional
whole-heart coronary MRA using SENSE.Methods
Ten healthy volunteers (31±9 years, 10 male) were
scanned (Ingenia 3.0T, Torso coil, Philips Healthcare, Best, Netherlands).
After preparatory scans for localization of the heart, B1 calibration and
identification of the coronary resting period, 3D transverse whole-heart
coronary MRA images were acquired during free breath using a fast segmented
gradient echo (TFE) sequence with T2 preparation and fat saturation (TR/TE/flip
angle=3.6/1.65/15; full Fourier encoding; acquisition duration per cardiac
cycle = 50ms; navigator gating window = 4mm; resolution =0.64x0.64x0.8mm;
k-space encoding = radial; slab thickness = adapted). The following 3 settings
were compared: SENSE=3.3, CSENSE=6.6, CSENSE=8.3 (conventional setting, 2-, and
2.5-fold acceleration of conventional setting, respectively). The acquisition
order was randomized in each subject. Then, 4 patients with suspected coronary
artery disease (CAD) underwent whole-heart coronary MRA after late gadolinium
enhanced (LGE) MRI with the standard administration of gadolinium contrast
medium using the same imaging parameter with CSENSE=8.3. Acquisition time was
recorded. Vessel sharpness and diameter were determined for the proximal
portion of right and left coronary arteries. Signal to noise ratio (SNR) was
determined in LV myocardium and blood in LV outflow tract. Contrast to noise
ratio (CNR) were determined in blood in LV outflow tract. Three blinded observers
assessed a subjective image quality for the right and left coronary arteries using
5-pint scale (5: excellent, 4: good, 3: moderate, 2:
poor, 1: not visible).Results
In 10 volunteers, acquisition time for
CSENSE=8.3 (6.1min±111s) and that for CSENSE=6.6 (7.4min±94s) was 43% and 51% of
that for conventional setting (SENSE=3.3) (14.3min±119s), respectively. In 4
patients, acquisition time was 2.8min±59s (CSENSE=8.3). Representative
images were shown in Figure 1. In
the volunteers, no significant difference was observed in the vessel sharpness and
diameter in LAD (p=0.778, p=0.410), LCx (p=0.447, p=0.869) and RCA (p=0.646,
p=0.998) among the 3 settings, respectively (Table 1). Myocardial SNR (6.89±1.97, 6.55±1.64, 6.39±1.09, p=0.779), blood SNR (14.74±2.96, 13.48±2.61, 12.79±2.27, p=0.260)
and CNR (7.85±1.74, 6.92±1.55,
6.40±1.52, p=0.143) showed no significant difference
among the 3 settings (SENSE=3.3, CSENSE=6.6, CSENSE=8.3, respectively) with the
trend of reduction in each value with increasing acceleration factors. Blood
CNR of whole-heart coronary MRA with CSENSE=8.3 after LGE MRI in the patients
(7.65±2.82) was substantially greater than that of non-contrast whole-heart coronary
MRA with CSENSE=8.3 in healthy volunteers (6.40±1.52, p=0.29) and comparable
to that with conventional setting in healthy volunteers (7.85±1.74, p=0.87). Image
quality score was not significantly different among 3 settings in LAD
(p=0.052), LCx (p=0.261) and RCA (p=0.274) in the volunteers having the trend
of reduction with increasing acceleration factors (Table 2). Subjective image quality score of 2.5-fold accelerated
coronary MRA as compared to conventional setting after LGE MRI in patients were
comparable to that of non-contrast coronary MRA with conventional setting in
healthy volunteers (Table 2).Discussion and conclusion
Scan acceleration by CSENSE allows for
significant reduction of total acquisition time of whole-heart coronary MRA at
3.0T. Up to 2.5-fold acceleration by CSENSE as compared to the conventional
acquisition using SENSE, image quality of non-contrast whole-heart coronary MRA
is maintained despite of the slight reduction of SNR and CNR. The
administration of contrast medium may compensate for the reduced SNR and CNR of
whole-heart coronary MRA accelerated by CSENSE. 3.0T whole-heart coronary MRA
accelerated by CSENSE allows for noninvasive imaging of the coronary arteries
with adequate image quality and substantially reduced scan time.Acknowledgements
No acknowledgement found.References
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