Stefanie Hectors1, Mathilde Wagner1, Octavia Bane1, Aaron Fischman2, Thomas Schiano3, and Bachir Taouli1,4
1Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States, 2Department of Interventional Radiology, Icahn School of Medicine at Mount SInai, New York, NY, United States, 3Department of Internal Medicine, Icahn School of Medicine at Mount SInai, New York, NY, United States, 4Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
Synopsis
The goal of this study was
to assess whether DCE-MRI parameters and MR elastography-derived stiffness in
liver and spleen can predict portal pressure. Liver time-to-peak (TTP), mean
transit time (MTT), upslope and stiffness (LS) all significantly correlated
with hepatic venous pressure gradient (HVPG) measurement. Sensitivity-specificity of LS for detection of HVPG≥5mmHg and HVPG≥10mmHg
were 64%-91% and 71%-89% respectively, while combined LS and spleen TTP
yielded the highest sensitivity-specificity (92%-86% for HVPG≥5mmHg, 100%-92%
for HVPG≥10mmHg). These results indicate that combination of liver and spleen
perfusion and stiffness metrics into a multiparametric analysis maximizes
diagnostic performance for the prediction of portal pressure.Purpose
Portal
hypertension (PH) is a common complication of liver cirrhosis. Definitive
diagnosis of PH is based on hepatic venous pressure gradient (HVPG) measurement
(1-3), an indirect surrogate for portal
pressure, which is invasive and not widely available. The goal of this study
was to assess whether DCE-MRI and MR elastography (MRE) of liver and spleen
provide quantitative biomarkers for the prediction of PH.
Methods
Twenty-six
patients (M/F 11/15, mean age 50y) who underwent HVPG measurement were included
in this prospective IRB-approved study. MRI examination (1.5T and/or 3.0T) was
performed within 3 months of HVPG and consisted of MRE of liver and spleen
(n=25) and/or DCE-MRI (n=20). 2D GRE-MRE parameters were TE 22 ms, TR 50 ms, FA
20-25°, FOV 360x260-360 mm
2,
mechanical motion and motion encoding gradients frequency 60 Hz, matrix
128-256x96, 4 slices, slice thickness 7-10 mm. DCE-MRI was acquired using a 3D
FLASH sequence (TE 1.06 ms, TR 2.74 ms, FA 11.5°, FOV 400x275-400 mm2, slice thickness 4 mm, 40 slices,
temporal resolution 2.3-2.7 s, 64-100 dynamics, contrast
agent 0.05 mmol/kg Gd-BOPTA). Liver (LS) and spleen (SS) stiffness were
determined from stiffness maps. DCE-MRI data were analyzed using model-free parameters
(time-to-peak TTP, peak concentration Cpeak, area-under-the-curve at
60 s AUC60 and upslope) and pharmacokinetic modeling [dual-input single
compartment model for liver (parameters: arterial flow F
a, portal
flow F
p, arterial fraction ART, distribution volume DV, mean transit
time MTT), Tofts model for spleen (parameters: transfer constant K
trans,
extravascular extracellular space v
e, rate constant k
ep)].
Differences in MRI parameters between patients with and without PH were tested
for significance with a Mann Whitney U test. MRI parameters were correlated
with HVPG using Spearman correlation analysis. ROC and sensitivity/specificity
analysis for prediction of HVPG ≥5 (PH) and
≥10 mmHg (significant PH) were performed for individual and combinations of
parameters.
Results
Mean HVPG was 8.0 ± 7.5
mmHg. There were 14 patients with PH, and 11 with clinically significant PH. Representative
liver and spleen stiffness maps of a patient without PH and a patient with
clinically significant PH are shown in Figure 1. LS, SS, liver TTP, spleen TTP
and liver upslope were significantly different between patients with and without clinically significant PH, while only LS was significantly different
between patients with and without PH (Table 1). There were significant positive
correlations between HVPG and liver TTP, liver MTT and LS, while
liver upslope was negatively correlated with HVPG (Fig. 2) and there was a
trend toward significant correlation between HVPG and SS (r=0.380, P=0.081).
ROC analysis provided significant AUCs for HVPG ≥5mmHg
(LS and SS; Fig. 3 a) and HVPG ≥10mmHg (LS, SS, liver TTP, liver upslope,
spleen TTP, spleen upslope and liver MTT; Fig. 3 b). Sensitivity-specificity of
LS were 64%-91% and 71%-89% for the detection of PH and significant PH
respectively, while the combination of LS and spleen TTP yielded the highest
sensitivity-specificity for both the detection of PH and significant PH (92%-86%
and 100%-92%, respectively).
Discussion and conclusion
The liver and spleen perfusion and stiffness metrics can
be combined into a multiparametric analysis to maximize diagnostic performance
for the prediction of portal pressure.
Acknowledgements
No acknowledgement found.References
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