Jos Westenberg1, Pankaj Garg2, Pieter van den Boogaard1, and Sven Plein2
1Radiology, Leiden University Medical Center, Leiden, Netherlands, 2University of Leeds, Leeds, United Kingdom
Synopsis
Accelerated acquisition is required to make 4D
flow MRI clinically feasible. In this study, three commonly used acceleration
approaches are compared. Validation of flow volume and velocity assessment is
performed in phantoms and comparison against conventional 2D phase-contrast is
done across the aortic and mitral valve in 25 healthy volunteers. 4D flow MRI
with echo-planar-imaging shows largest in vitro error in velocity assessment,
however, the bias is within clinically acceptable margins. In volunteers,
4D flow MRI with echo-planar-imaging produces most reliable quantitative results
in flow volume and velocity and presents the shortest acquisition time with satisfactory
image quality.
Background
Time-resolved three-dimensional
(3D) three-directional velocity-encoded phase-contrast (PC) MRI, also known as
four-dimensional (4D) flow MRI, is increasingly being used for intra-cardiac
flow assessment, however, the associated long acquisition times still limit its
use in clinical routine. Implementations of various accelerated data sampling methods,
(eg. fast k-space readout by echo-planar-imaging (EPI) or multi-shot segmented
readout, parallel imaging, undersampling and interpolated reconstruction with k-t Broad-use Linear Acquisition
Speed-up Technique (BLAST)), have resulted in free-breathing whole-heart 4D
flow MRI protocols with scan times of under 10 minutes. A recently published
consensus document1 recommends the use of segmented fast gradient-echo
(4D-TFE, turbo-field-echo) for 4D flow MRI with segmentation factor 2. However,
validation of this recommended technique versus other published acceleration
algorithms is lacking.
The aim of this study was to
validate three commonly applied acceleration methods: 4D-TFE, 4D-EPI2
and 4D-k-t-BLAST3 in vitro
and to compare in vivo in healthy volunteers, scanned at two sites, for duration, image quality
and reliability in quantifying intra-cardiac flow velocities and volumes.Methods
1.5T Ingenia MRI systems (Philips
Healthcare) were used. In the phantom setup (Figure 1A), a circulating fluid of
48 ml gadolinium-based contrast agent (Dotarem, Guerbet) dissolved in 6 l water
(T1=112 ms) was used. Six static flows (between 2.52 l/min and 6.50 l/min) with
simulated ECG triggering at 120 beats/minute and six pulsatile flows (between
2.25 l/min and 5.20 l/min) with a frequency of 61 cycles/minute were applied
through a straight tube with 1 cm luminal diameter. For each flow setting, 2D
PC MRI and three 4D flow MRI acquisitions were performed perpendicular to the
tube to measure flow volume and velocity. In-plane resolutions for 2D PC and 4D
flow MRI were equal (1.5×1.5 mm2), through-plane resolution for 4D
flow MRI was 1.5 mm but 8 mm for 2D PC MRI. Other scan parameters were equal to
the in vivo acquisitions (Table 1). Time-beaker measurements were performed at
the outlet of the returning tube for reference (Figure 1A).
Twenty-five healthy volunteers (mean
age 38±15 years, 17/8 men/women) were included at two institutions (no
significant inter-site differences in demographics). Besides three whole-heart
free-breathing 4D flow MRI acquisitions, 2D PC MRI was performed at the aortic
valve (AV) and mitral valve (MV). Scan parameters are shown in Table 1. Phase offset was corrected by
background subtraction sampled near the area of interest. For phantom
experiments, a background ROI (indicated in yellow in Figure 1B) enclosing the
luminal ROI (in red) was used and in vivo, an ROI positioned in the myocardium
was used.2 4D flow MRI phantom measurements were obtained from the
three center slices and averaged.
In
volunteers, acquisition time for each 4D flow sequence was recorded as well as
a visual grading of image quality on a four-point scale: from 0 (no artefacts)
to 3 (non-evaluable). Net forward flow (NFF) volumes at MV and AV were
calculated using retrospective valve tracking.2 Peak velocities were
obtained from static MV and AV reformatted planes, identical to static 2D PC
MRI.Results
All mean errors
in in vitro flow volumes for 2D PC and 4D flow (≤7.6%) are within clinically
acceptable margins (Table 2). Acquisition time was shortest for 4D-EPI (7min59±2min30),
statistically significantly (p<0.01) shorter than 4D-TFE (9min8±2min46), but
nonsignificantly (p=0.29) different from 4D-k-t-BLAST
(8min50±2min46). Image quality across MV and AV flows was similar for 4D-EPI
and 4D-k-t-BLAST but significantly
inferior for 4D-TFE (Figure 2). Additionally, 20 (40%) 4D-TFE MV and AV flows
were nonevaluable.
Peak MV velocity by 4D-EPI correlated well with 2D PC
(r=0.71, p=0.001) whereas 4D-TFE had modest (r=0.59, p=0.01) and 4D-k-t-BLAST poor correlation (r=0.42, p=0.03). Peak AV
velocity by 4D-EPI correlated well with 2D PC (r=0.78, p<0.001) versus moderate
for 4D-TFE (r=0.56, p=0.04) and 4D-k-t-BLAST
(r=0.59, p=0.002). Overall bias was lowest and nonsignificant
for 4D-EPI (-2 cm/s, 95% Confidence Interval (CI) -7 to 2 cm/s; p=0.21) with a
Coefficient of Variation (COV) of 10%. 4D-TFE and 4D-k-t-BLAST demonstrated significant bias and high COV (4D-TFE: bias=-22
cm/s, 95%CI -31 to 12 cm/s, p<0.001 and COV 21%; 4D-k-t-BLAST: bias=10 cm/s, 95%CI 5 to 15 cm/s, p<0.001 and COV 14%).
Internal NFF consistency was best for 4D-EPI (Table 2, Figure 3).Conclusions
Mean errors in flow volume assessment
for all 4D flow MRI sequences were below
clinically acceptable limits. 4D-EPI had the shortest acquisition time,
showed best agreement with 2D PC and best internal NFF consistency. 4D-TFE was
most susceptible to artefacts. Because of the use of prospective ECG triggering,
4D-k-t-BLAST
cannot estimate MV flow volume for complete diastole.Acknowledgements
No acknowledgement found.References
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flow cardiovascular magnetic resonance consensus statement. J Cardiovasc Magn
Reson. 2015; 17(1):72.
2 Westenberg
JJM, Roes SD, Ajmone M N, et al. Mitral valve and tricuspid valve blood flow:
accurate quantification with 3D velocity-encoded MR imaging with retrospective
valve tracking. Radiology. 2008; 249(3):792–800.
3. Zaman
A, Motwani M, Oliver JJ, et al. 3.0T, time-resolved, 3D flow-sensitive MR in
the thoracic aorta: Impact of k-t BLAST acceleration using 8- versus 32-channel
coil arrays. J Magn Reson Imaging. 2015; 42(2):495–504.