Eric James Keller1, Susanne Schnell1, James C Carr1, Michael Markl1,2, and Jeremy Douglas Collins1
1Radiology, Northwestern University, Chicago, IL, United States, 2Biomedical Engineering, Northwestern University, Evanston, IL, United States
Synopsis
Abdominal 4D flow MRI is currently limited by long
acquisition times required to capture the wide range of velocities and flows
present in the abdomen with separate low and high velocity encoding gradient
(venc) acquisitions. By instead using a single 4D flow sequence with two
different velocity encodings (dual-venc), we were able to quantify abdominal hemodynamics with
similar accuracy in a total of 21% less time. Overall, this is
encouraging as it directly addresses scan time, a major limitation of 4D flow
MRI, increasing its clinical utility.Purpose
Liver cirrhosis is a common condition that can lead to
portal hypertension, formation of portosystemic shunts, and ultimately an array
of complications. 4D flow MRI enables non-invasive characterization and
quantification of such altered hemodynamics, which could identify patients at
risk of cirrhosis-associated complications before they become clinically apparent.
However, abdominal 4D flow MRI is currently limited by long acquisition times
required to assess the wide range of velocities throughout the abdominal
vasculature. Previously we have relied on separate 4D flow acquisitions with
low and high velocity encoding gradients (venc) to characterize arterial and
portal venous flow
1,
but we hypothesize that similar abdominal flow data could be obtained in less
time with a single 4D flow MRI acquisition with two different velocity encoding
gradients (dual-venc 4D flow MRI).
Methods
20 prospectively recruited patients (age=55±8yrs, 7 women)
with liver cirrhosis and sequelae of portal hypertension (splenomegaly and/or
portosystemic shunts) on diagnostic imaging fasted prior to undergoing
non-contrast 4D flow MRI at 3T (MAGNETOM Skyra, Siemens Medical Systems,
Erlangen, Germany). N=10 patients underwent separate low (50 cm/s) and high
(100 cm/s) venc acquisitions with
ECG- and respiratory navigator gating in an oblique axial imaging volume to
include the hepatic and splenic vasculature with the navigator positioned at
the lung-spleen interface. The other half underwent dual-venc 4D flow MRI
2 with vencs of 55/56 and 110/120 cm/s and navigator
gating in an oblique coronal imaging volume. Demographics and pulse sequence
parameters are provided in Figure 1. Scan data was first corrected for background
phase offset errors in MatLab (the MathWorks, Natick, MA, USA). Anti-aliasing
was performed only for high venc data. A PC-MRA was generated to enable 3D
segmentation of the vasculature (Mimics, Materialise, Plymouth, MI) that was
used to restrict the velocity field for visualization and quantification (Ensight,
CEI, Apex, NC, USA) (Figure 2). High- and low-venc data were used to assess the
arterial and venous systems, respectively
3.
Acquisition times were obtained from a single patient where both methods were
applied. Flow quantification was compared using relative error in flow input
and output in 3 areas: proximal v. distal main portal vein ± coronary vein,
portal venous confluence, and branching of the celiac trunk.
Results
The dual-venc 4D flow MRI acquisition required 58% less scan
time than two separate venc acquisitions
(12min 44sec v. 30min 24sec); however, sequence parameters impacting scan time
were not matched as the dual-venc should theoretically only be 25% faster
2. Post-processing
required 18% less time for the dual-venc acquisitions (298min v. 364min). Both
methods provided similar venous flow quantification with no significant
difference in portal flow relative error [9±8% (Dual-venc) v. 13±8% (Single
venc), p = 0.15]. See Figure 3 for single venc example and Figure 4 for
dual-venc example. Arterial flow quantification was also comparable between the
two methods [19±13% (Dual-venc) v. 10±7% (Single venc), p = 0.16)].
Discussion
The
novel dual-venc 4D flow MRI sequence achieved comparable flow quantification
accuracy as separate low- and high-venc acquisitions with 58% less scan time. Post-processing
time was also reduced because the high and low venc data sets of the dual-venc
acquisition are perfectly registered, allowing the same vessel segmentation to
be used for both low and high-venc flow quantification. However, the non-significant trend towards higher
relative error in arterial flow observed with the dual-venc sequence suggests future work is necessary to balance
reductions in scan time with tradeoffs in temporal and spatial resolution to
fully capture pulsatile arterial flow. Although
we processed high and low venc data separately for the dual-venc
acquisitions, these data sets could be combined in the future, using high venc
data solely to estimate the aliasing in the low venc acquisition
2. This would allow
a large range of velocities to be assessed while improving the velocity to noise
ratio (VNR), addressing the principle limitation seen with the current approach.
Overall, these results illustrate a critical step toward pairing the
unparalleled clinical information provided by 4D flow MRI with an acquisition
time more appropriate for routine clinical use.
Conclusion
4D flow MRI has the potential to improve characterization of
altered abdominal hemodynamics in liver cirrhosis and portal hypertension, and
a dual-venc sequence can capture a wide range of velocities with reduced
acquisition and post-processing times compared to single venc approaches. Furthermore,
the processing of dual-venc data sets could be combined in the future to
capture a large range of velocity data with a higher VNR. This is a critical
advancement as shorter scan time and streamlined post-processing are important
first steps to move 4D flow MRI into the realm of clinical feasibility.
Acknowledgements
This work was funded by the Radiological Society of North America Research
& Education Foundation (Seed Grant #1218).References
1. Stankovic Z, Csatari Z, Deibert P,
et al. Normal and altered three-dimensional portal venous hemodynamics in
patients with liver cirrhosis. Radiology.
Mar 2012;262(3):862-873.
2. Schnell S, Garcia J, Wu C, Markl M.
Dual-Velocity Encoding Phase-Contrast MRI: extending the dynamic range and
lowering the velocity to noise ratio. Paper presented at: ISMRM2015; Toronto,
Canada.
3. Stankovic Z,
Jung B, Collins J, et al. Reproducibility study of four-dimensional flow MRI of
arterial and portal venous liver hemodynamics: influence of spatio-temporal
resolution. Magnetic resonance in
medicine. Aug 2014;72(2):477-484.