Lihua Chen1, Ailian Liu1, Jiazheng Wang2, Yishi Wang2, and Qingwei Song1
1The First Affiliated Hospital of Dalian Medical University, Dalian, China, 2Philips Healthcare, China, Beijing, China
Synopsis
Because
of the development of compressed sensing (CS) technology in both spatial and
temporal related data acquisition, four-dimensional flow MRI scan can be
accomplished in a clinically acceptable time. We evaluated the highly
accelerated four-dimensional flow magnetic resonance imaging in portal system
hemodynamics studies with Compressed SENSE (CS-SENSE). There was no statistically
significant difference in flow velocity, volume rate, axial-WSS of portal
system when compared among different CS, measurements from the two observers
matched well with each other.
Introduction
Four-dimensional flow technology has wide applications in
cerebrovascular, cardiac, thoracic aorta, renal artery, abdominal aorta, and
plays an important role in the formulation and prognosis evaluation of disease
treatment programs [1-3]. As the development of compressed sensing (CS)
technology in both spatial and temporal related data acquisition, four-dimensional
flow MRI scan can be accomplished in a clinically acceptable time. In our
study, different acceleration factors (no-CS, CS=6, CS=8, CS=10) were used for four-dimensional
flow imaging of the portal systems, and the consistency of the data measured by
two observers was checked. Purpose
To evaluate the reproducibility of four-dimensional flow MRI as a
noninvasive imaging tool for portal vein flow quantification.Methods
Ten healthy volunteers (mean age 27.9±2.66 [20–35] years; 5 males, 5
females) were scanned on a 3.0T scanner (Ingenia
CX, Philips Healthcare, Netherlands) with a 16-channel abdominal array coil. The MR
protocol included a 2D quantitative flow measurement (axial, TR/TE = 4.4/2.7
ms, FOV = 200×200 mm2, resolution = 1.5×1.5×8 mm3, PC direction = RL, PC velocity
= 200 cm/s, scan time = 13 s) to measure the flow velocity in portal vein as a
reference for velocity encodings (VENC) and a 4Dflow sequence (axial, TR/TE =
5.0/3.2 ms, FOV = 300×350 mm2, resolution = 2.5×2.5×2.5 mm3, PC direction = RL-AP-FH) with
no-CS (scan time = 7min 24 s) and different CS (CS=6 6min 10 s, CS=8 4min 37 s,
CS=10 3min 44 s) for hemodynamics quantification. VENC was set to 30 cm/s for
the four-dimensional flow sequence to slightly surpass the measured velocity
and avoid phase wrapping. The acquired images were processed in CVI42 (Canada
Circle Cardiovascular Imaging)by a single
radiologist to obtain a 3D angiogram, where measuring
planes were manually placed to the trunk of portal vein (PV), superior mesenteric vein (SMV), and splenic
vein (SV) to measure the flow velocity (cm/s), volume rate (ml/cardiac cycle),
axial-wall shear stress (axial-WSS, Pa). For the portal vein, three planes placed at the proximal, middle and distal of the main portal venous to measure the
flow velocity, volume rate, and axial-WSS by two observers. Flow velocity, volume
rate and axial-WSS for each vessel were compared between different CS acceleration
rates using Kruskal-Wallis H. The intra-class correlation
coefficients (ICC) was used to check the consistency of the data measured by
the two observers.Results
There was no statistically significant difference in flow velocity,
volume rate, axial-WSS of portal system when compared among different CS (Table
1). Measurements from the two observers matched well with each other (Table 2, ICC
value > 0. 75), and all the measured parameters remained relatively
consistent among the healthy volunteers with a reasonable standard deviation.Discussion and Conclusion
In
this study, Compressed SENSE has dramatically reduced the imaging time by up to
10 fold when compared to the traditional acquisition method without altering
the measured flow parameters, implying the technique a potential alternate in
clinical practice. Higher acceleration factors may be explored in further
studies. The consistent flow velocity measurements among different healthy
volunteers have indicated four-dimensional flow MRI a reliable tool to quantify
the portal system flow velocity. Compressed SENSE could be used to accelerate
the four-dimensional flow imaging, one of the most time consuming clinical
acquisition, without sacrificing the measurement accuracy.Acknowledgements
No acknowledgement found.References
[1]
Motosugi U, Roldán-Alzate A, Bannas P, et al. Four-dimensional Flow MRI as a
Marker for Risk Stratification of Gastroesophageal Varices in Patients with
Liver Cirrhosis. Radiology. 2019, 290(1): 101-107.
[2]
Markl M, Schnell S, Wu C, et al. Advanced flow MRI: emerging techniques and
applications. Clinicalradiology.
2016, 71(8):779-795.
[3]
De Cecco CN, Muscogiuri G, Varga-Szemes A, et al.Cutting edge clinical
applications in cardiovascular magnetic resonance. World journal of radiology. 2017,
9(1):1-4.