Abstract
Background
The effectiveness of four-dimensional (4D) flow magnetic resonance imaging (MRI) for assessing hemodynamic changes before and after balloon-occluded retrograde transvenous obliteration (BRTO) remains unclear.
Purpose
To evaluate the feasibility of 4D flow MRI for assessing hemodynamic changes in the portal venous system before and after BRTO.
Material and Methods
We included 10 patients (7 men, 3 women; mean age = 67 years) with liver cirrhosis who had a high risk of gastric variceal bleeding or hepatic encephalopathy. Non-contrast 4D flow MRI of the upper abdomen was performed before and after BRTO. In addition, we compared the blood flow rates in the portal vein (PV), superior mesenteric vein (SMV), splenic vein (SV), left renal vein, and inferior vena cava before and after BRTO. Moreover, the flow directions of the SMV and SV before and after BRTO were assessed using both portography and 4D flow MRI.
Results
There was a significant post-BRTO increase in the blood flow rate in the PV and SV (P < 0.05). There was no significant post-BRTO change in the blood flow rates in the SMV, inferior vena cava, and left renal vein. In four patients, portography confirmed that hepatofugal flow in the SV and SMV changed to hepatopetal flow after BRTO. Moreover, 4D flow MRI correctly assessed the flow directions in the SMV and SV in 70%–100% of the patients.
Conclusion
4D flow MRI can be used to detect hemodynamic changes in the portal venous system before and after BRTO.
Keywords
Introduction
Gastric and esophageal variceal bleeding and hepatic encephalopathy are serious and life-threatening complications in patients with liver cirrhosis or non-cirrhotic portal hypertension (1). In these patients, interventions such as a transjugular intrahepatic portosystemic shunt can be used to relieve portal hypertension (2,3). Balloon-occluded retrograde transvenous obliteration (BRTO) (4–6) is the first-line treatment for gastric varices involving an increased hemorrhagic risk (7–9); in addition, assessing portal hemodynamics can help determine indications for BRTO. Ultrasonography is a simple and useful procedure for hemodynamic assessment; however, it involves considerable operator dependence and limited accuracy in the measurement of blood flow rate (10–12). Contrast-enhanced computed tomography (CT) allows precise morphological evaluation of gastroesophageal varices and splenorenal shunts with wide image coverage. However, it provides limited information regarding the blood flow rate and direction in the portal venous system. Moreover, angiography is the gold standard for hemodynamic evaluation of the portal venous system (13) and provides information regarding blood flow direction. However, it is an invasive procedure involving radiation exposure; furthermore, it cannot quantify the blood flow rate and velocity.
Four-dimensional (4D) flow magnetic resonance imaging (MRI) is a feasible non-invasive test for hemodynamic assessment (14) and is mainly used to investigate patients with cardiovascular and cerebrovascular diseases (15,16). Recent studies have demonstrated the clinical utility of 4D flow MRI in the abdominal region (17–19), including assessment of the portal venous system (20–22). Hyodo et al. demonstrated the feasibility of 4D flow MRI for evaluating portal venous blood flow before and after shunt embolization in patients with portosystemic shunt-related hepatic encephalopathy (20). We speculated that 4D flow MRI, which facilitates quantitative blood flow measurement and qualitative flow direction, can detect dynamic changes in portal venous system circulation before and after BRTO. However, the effectiveness of 4D flow MRI in assessing hemodynamic changes before and after BRTO remains unclear.
Therefore, the aim of the present study was to evaluate the utility of 4D flow MRI in assessing hemodynamic changes in the portal venous system before and after BRTO.
Material and Methods
Participants
This prospective study evaluated the feasibility of 4D flow MRI for detecting hemodynamic changes in the portal venous system before and after BRTO in patients with gastric varices. This study was approved by the ethics review board of our institution (approval protocol no. 2287); further, all patients provided written informed consent.
We consecutively enrolled 10 patients (7 men, 3 women) with hepatic cirrhosis who had gastric varices and splenic or gastro-renal shunt and were scheduled to undergo BRTO between March 2020 and May 2021. 4D flow MRI of the portal venous system was scheduled within one week before and after BRTO. After the inclusion of the 10 patients, patient enrolment was stopped given the infrequent patient referral and predefined study period. During BRTO, a balloon catheter was inserted into the gastro-renal or gastro-caval shunt to block the shunt flow using an inflated balloon. Under temporary balloon occlusion, an embolic agent (monoethanolamine oleate with/without platinum-based coils) was injected through the catheter into the abnormally dilated vein to obliterate the shunt. The pressure gradient of the main portal vein was measured before and after obliteration using a wedge catheter in the hepatic vein. Table 1 summarizes the patients’ characteristics, Child-Pugh grade before and after BRTO, and pressure gradient of the main portal vein during BRTO.
Patient characteristics, clinical liver function, and measured pressure gradient before and after BRTO.
Patient characteristics, clinical liver function, and measured pressure gradient before and after BRTO.
Values are given as n or mean (range).
BRTO, balloon-occluded retrograde transvenous obliteration; NASH, non-alcoholic steatohepatitis.
We used a clinical 3-T scanner (SIGNA Premier; GE Healthcare, Chicago, IL, USA) with a 30-channel phased-array body coil (AIR AA Coil; GE Healthcare, Chicago, IL, USA). We performed a 4D flow MRI without contrast agents. All patients fasted for 4 h before imaging to prevent hemodynamic changes in the portal venous system (23). 4D velocity mapping was conducted to cover the upper abdomen using a three-dimensional phase-contrast technique under free-breathing and electrocardiogram synchronization. The MRI parameters were as follows: imaging volume = 40 × 40 × 25 cm; spatial resolution = 1.6 × 1.6 × 2.2 mm; number of slabs = 3; overlap = 10 mm; TR/TE = 4.9/2.7 ms; flip angle = 8°; and velocity-encoding sensitivity = 60 cm/s. All scans were reconstructed using a sparse sampling model (Hyperkat; GE Healthcare, Chicago, IL, USA) to reduce the imaging time (24). Hyperkat combines parallel imaging and view sharing; further, it applies spatial and temporal correlations of MRI data to improve the temporal resolution. The total imaging time depended on the heart rate and was approximately 20 min for each patient. Table 2 shows the imaging parameters of 4D flow MRI.
Four-dimensional flow MRI parameters.
Quantitative and qualitative image analysis
The acquired 4D flow MRI data were reconstructed for 20 timeframes per cardiac cycle. The phase offsets for Maxwell terms and eddy currents were automatically corrected during reconstruction. Moreover, velocity-weighted angiograms were calculated from the final velocity and magnitude data for all 20 timeframes. A vendor-supplied algorithm was used for background phase correction. Data postprocessing was performed using the iTFlow software (Cardio Flow Design, Tokyo, Japan), which provides 4D flow dynamics of the portal venous system (Fig. 1a). We measured blood flow and velocity in the following five locations of the portal venous system (Fig. 1b): (i) portal vein (PV); (ii) splenic vein (SV); (iii) superior mesenteric vein (SMV); (iv) left renal vein (LRV); and (v) inferior vena cava (IVC). The blood flow rate (L/min) was measured in each segment by two observers (MRI technologists with 7 and 10 years of experience in phase-contrast MRI who were blinded to the clinical information, BRTO timing, and portography results) independently by manually placing slices cut perpendicular to the vessel long axis on the clearly delineated vessel segment. Both observers could access pretreatment contrast-enhanced CT images of all patients to facilitate detection of the portal venous system. We excluded non-measurable segments of 4D flow MRI scans due to slow blood flow or small vessel calibers, including three cases at the PV and SV, two cases at the SMV, and one case at the LRV, from the subsequent quantitative analysis. One observer assessed the amount of ascites on the magnitude 4D-flow MR image or routine abdominal MR images (e.g. T2-weighted image) using the following rating system: no, small, moderate, and large amounts of ascites.

(a) Streamline visualization of the portal venous system superimposed on vascular view. IVC, inferior vena cava; LRV, left renal vein; PV, portal vein; SMV, superior mesenteric vein; SV, splenic vein. (b) Vascular view of 4D flow magnetic resonance imaging. Cut surfaces are manually placed perpendicular to the vessel long axis on the followin: (i) the IVC; (ii) the PV; (iii) the SV; (iv) the SMV; and (v) the LRV.
Two interventional radiologists with 17 and 20 years of experience who were blinded to the pretreatment 4D flow MRI findings assessed the flow direction of the SV and SMV by consensus on both 4D flow MRI and portography. Flow direction was classified as hepatopetal (antegrade flow toward the liver), hepatofugal (retrograde flow toward the spleen or small bowel), or undetectable.
Statistical analysis
Intraclass correlation coefficient (ICC) analysis was performed to assess agreement between both observers’ measurements. Differences in the blood flow of the portal venous system and pressure gradient before and after BRTO were analyzed using the Wilcoxon signed-rank test. The percentage of detectable blood flow direction on 4D flow MRI was described using the flow direction confirmed by portography during BRTO as a reference. Statistical significance was set at P < 0.05. Statistical analyses were performed using MATLAB (MathWorks Inc., Natick, MA, USA) and Prism 9 (GraphPad Software, San Diego, CA, USA).
Results
All 10 included patients underwent 4D flow MRI before and after BRTO. Table 1 summarizes the patients’ demographics. The pressure gradient of the main portal vein was significantly higher after BRTO than before BRTO (P < 0.05) (Table 1).
The intra-observer ICC of the blood flow measurement was 0.90 (95% confidence interval = 0.81–0.98), which indicated excellent agreement. There was a significant post-BRTO increase in the blood flow rate in the PV and SV (P < 0.05) (Table 3), but not in the SMV, LRV, and IVC (P > 0.05). Table 3 and Fig. 2 show the results of the blood flow rate measured on 4D flow MRI before and after BRTO of each segment. Regarding the per-patient-based blood flow rate changes, all patients showed a post-BRTO increase in the blood flow rate in the PV and SV as well as a post-BRTO decrease in the LRV. Contrastingly, one patient showed an increased blood flow rate after BRTO in the SMV and IVC. A representative case is shown in Fig. 3, which demonstrated a change from hepatofugal blood flow in the SV and SMV before BRTO to hepatopetal blood flow after BRTO. In four patients, portography confirmed a change from hepatofugal blood flow in four patients in the SV and SMV before BRTO to hepatopetal blood flow after BRTO. 4D flow MRI could correctly detect the blood flow direction in 100% (10/10) and 90% (9/10) of the patients in the SV and SMV, respectively, before BRTO, as well as 70% (7/10) and 80% (8/10) of the patients in the SV and SMV, respectively, after BRTO. Undetectable blood flow direction could be attributed to slow blood flow or small vessel calibers. There were no disagreements in the blood flow direction between portography and 4D flow MRI. Before BRTO, there were nine patients without detectable ascites and one patient with a small amount of ascites. Contrastingly, after BRTO, there were seven patients without detectable ascites and three patients with a small amount of ascites after BRTO. The amount of ascites increased and remained unchanged in two and eight patients, respectively.

Blood flow changes in the portal venous system before and after BRTO. Graph shows the mean and standard deviation of blood flow rate measured by 4D flow MRI of each portal venous segment before and after BRTO.

Hemodynamic changes in the portal venous system before and after BRTO. Pathline view of (a, d) 4D flow MRI, (b, e) trans-splenic arterial, and (c, f) trans-superior mesenteric arterial portography (a–c) before and (d–f) after BRTO. (a–c) Before BRTO, the portal vein could not be visualized on either 4D flow MRI or portography. (a) A pathline view of 4D flow MRI showing hepatofugal flow in the superior mesenteric and splenic veins before BRTO, which was confirmed using (b, c) portography. There were large tortuously dilated collaterals toward the left renal vein (white star in panel c). (d) After BRTO, 4D flow MRI showed hepatopetal blood flow in the superior mesenteric vein, which was confirmed on portography (asterisk indicates main portal vein in panels e and f). (a, d) White arrows indicate flow directions. The catheter is placed in (b, e) the splenic artery (white arrow) and (c, f) superior mesenteric artery (white arrow). BRTO, balloon-occluded retrograde transvenous obliteration; MRI, magnetic resonance imaging.
Blood flow rate in the portal venous system measured by 4D flow MRI before and after BRTO.
Values are given as mean ± standard deviation.
*Differences in the blood flow rate in the portal venous system before and after BRTO (paired t-test).
BRTO, balloon-occluded retrograde transvenous obliteration; IVC, inferior vena cava; LRV, left renal vein; PV, portal vein; SMV, superior mesenteric vein; SV, splenic vein.
Discussion
In this prospective study, 4D flow MRI successfully revealed hemodynamic changes in the portal venous system before and after BRTO in patients with gastric varices. Specifically, there was a significantly increased blood flow rate in the PV and SV as well as a dramatic change in the flow direction in the portal venous system after BRTO.
Quantitative assessment using 4D flow MRI revealed increased blood flow in the PV and SV as well as reduced blood flow in the IVC, SMV, and LRV after BRTO. Blood outflow from the portal venous system to the systemic circulation through the splenorenal shunt and gastric varices can be blocked through BRTO, which restores the natural anterograde blood flow in the SV and PV toward the liver and decreases blood flow into the LRV and IVC. Notably, there was a post-BRTO decrease in the blood flow rate in the SMV. Increased blood flow in the SV after BRTO could have led to increased blood flow and pressure in the PV (25,26). Increased blood pressure in the PV could affect blood flow velocity and reduce the blood flow rate in the SMV.
The blood flow rate measured on 4D flow MRI is primarily affected by the blood vessel diameter and blood flow velocity, which should be considered when interpreting the findings. When the blood flow velocity is outside the range of the velocity-encoding sensitivity (25%–75% of the velocity-encoding sensitivity), it could be underestimated, which leads to a decreased blood flow rate (27). In our study, this might have happened given the low blood flow velocity, especially in the PV and SV before BRTO. Accordingly, it may be useful to apply velocity-encoding sensitivity adjustment and other techniques, including multiple velocity-encoding sensitivity (28,29).
In our study, 4D flow MRI showed a high, but not perfect, detection rate of blood flow direction. As aforementioned, slow blood flow outside the range of velocity-encoding sensitivity may result in an undetectable flow signal in the pathline 4D flow MR image. In our study, this could be demonstrated by the post-BRTO detection rate in the SV (70%). This could be attributed to the change from stable hepatofugal blood flow in the SV before BRTO to unstable hepatopetal blood flow after BRTO. In the other cases, there was consistency between the blood flow direction determined by 4D flow MRI and portography. Similar to our study, a previous study reported an increased amount of ascites after BRTO with improved hepatic synthetic function (30). In our cases, the small amount of ascites could have had little effect on the quality of 4D flow MR images. Nonetheless, it is important to consider the timing of image data acquisition since a large amount of ascites increases the radiofrequency pulse inhomogeneity, which causes image quality deterioration and measurement errors of flow velocity. Our findings demonstrated that 4D flow MRI is feasible for non-invasive assessment of dynamic changes in portal venous system circulation before and after BRTO. Future large-scale, multicenter studies are warranted to confirm its clinical relevance.
The present study has some limitations. First, the sample size was small. This pilot feasibility study could inform appropriate sample-size estimations for future large-scale studies. Second, we excluded some cases with invisible target vessels on 4D flow MRI, which further reduced the sample size. Blood vessel visualization can be improved using a gadolinium contrast agent or MRI techniques (31). Finally, we could not assess the clinical utility given our small sample size. Given the improved visualization of hepatopetal blood flow in the PV and Child-Pugh grade after BRTO, 4D flow MRI may allow detection of clinical liver function improvement. However, further studies are warranted.
In conclusion, we demonstrated that 4D flow MRI can be used to detect dynamic changes in the portal venous system circulation, including the quantitative blood flow rate and qualitative blood flow direction, before and after BRTO. However, a large-scale multicenter study is warranted to confirm its clinical relevance.
Footnotes
Acknowledgements
We are grateful to Taisuke Inoue, Mitsuaki Sato, Yuichiro Suzuki, Masaru Muraoka (First Department of Internal Medicine, University of Yamanashi), Hiroaki Watanabe (Department of Radiology, University of Yamanashi), and Kazuyuki Sato (Division of Radiology, University of Yamanashi Hospital) for their useful discussions.
Declaration of conflicting interests
The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Funding
The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This study was partially supported by JSPS KAKENHI (grand no. JP 21K15762).
