Zhiying Wang1, Minghui Zhou1, Chen Pan1, Baihe Luo1, Jialin Li1, Qiang Liu1, and Yu Shi1
1Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
Synopsis
Keywords: Liver, Elastography
Motivation: Hepatic venous pressure gradient (HVPG) is the gold standard for diagnosing portal hypertension, but it is invasiveness, cost, and feasibility.
Goal(s): To develop a non-invasive model based on Three-dimensional (3D) MR elastography (3D-MRE) to detect portal hypertension.
Approach: Spearman correlation analysis between 3D-MRE parameters and HVPG; Multivariable linear regression analysis between mechanical parameters and HVPG; Logistic regression analysis and establish a model to diagnose portal hypertension.
Results: 3D-MRE is a non-invasive, rapid, and highly accurate tool for predicting portal hypertension. Especially Spleen stiffness at 60Hz was the independent parameters associating HVPG.
Impact: This indicates that the use of 3D-MRE can provide more personalized evaluation and better medical experience for patients with cirrhosis and provides a new method for non-invasive diagnosis of portal hypertension.
Introduction
Hepatic
venous pressure gradient (HVPG) measurement is considered the most reliable way
to evaluate portal hypertension (PH) in cirrhosis. Developing a non-invasive
model to diagnose the severity of PH, particularly to diagnose clinically
significant portal hypertension (CSPH, HVPG>10mmHg), is crucial because HVPG
measurement, which is currently the gold standard, is an invasive procedure.
Three-dimensional (3D) MR elastography (3D-MRE) can measure viscoelastic parameters for both liver and
spleen, which correlates with the severity of liver fibrosis and showed great
potential for evaluating PH. However, there is currently a paucity of
literature regarding the evaluation of HVPG using 3D-MRE. The existing studies
are limited to single-center investigations with a small sample size, thus
lacking robust evidence to support its widespread use. Hence, this study aimed
to develop multivariate models based on 3D-MRE to determine portal hypertension
using HVPG as the gold standard from multicenters. Method
This study enrolled patients with
cirrhosis scheduled for HVPG, and who intended to undergo MR imaging (including
3D-MRE and diffusion-, T1-, and T2-weighted imaging) within one month before
the HVPG procedure. A total of 57 patients were recruited from five institutions
. MRE was performed at both 60 Hz and 30 Hz
using Spin Echo Echo Planar Imaging (GE3.0T Signa Excite HD) ,TR/TE=1333.76/38. Multiple viscoelastic parameters of the
liver and spleen were evaluated independently by two radiologists. Univariable and
multivariable linear regression analyses were conducted to assess the
associations between mechanical parameters and HVPG. Univariable and
multivariable logistic regression analyses were used to predict clinically
significant portal hypertension (CSPH, HVPG>10mmHg) and severe portal hypertension (SPH, HVPG>12mmHg),
respectively.Result
HVPG showed the strongest positive
correlation with splenic stiffness at 60Hz (r =
0.785; P <
.001), followed by hepatic stiffness at 30Hz (r = 0.631; P < .001), splenic stiffness at 30Hz (r =
0.612; P <
.001), hepatic stiffness at 60Hz (r =
0.547; P <
.001). Multiple linear regression
analysis showed that splenic SS at 60Hz (β = 1.017; 95% CI: 0.71, 1.325; P <
.001), liver stiffness
ratio (β =-2.359; 95% CI: -4.477, -0.241; P =
.03), and liver stiffness
difference (β =1.169; 95% CI:0.251,2.087; P =
.014) was the independent factors determining HVPG. Approximately 56.5% of the total
variability in HVPG was explained
by these 3 variables (adjusted R2 =
0.565, P <
.001). Logistic regression
analysis showed that splenic SS at 60Hz (OR = 2.217 [95% CI:1.292, 3.803]; P = 0.004)
and liver SS at 30Hz (OR =6.211 [95% CI: 1.218, 31.669]; P= 0.028) were
independently associated with CSPH, establishing a model with excellent
performance in diagnosing CSPH (area under the receiver operating
characteristic curve [AUC], 0.975 [95% CI: 0.79, 0.99]). As for SPH, it showed that splenic SS at 60Hz
(OR = 1.65 [95% CI:1.25,2.16]; P = .001) were independently associated
with HVPG, also with better performance (AUC, 0.969 [95% CI: 0.81, 0.98]).Conclusion
3D-MRE with dual frequencies is a very promising
method in both predicting HVPG and diagnosing the presence CSPH and SPH.
Splenic stiffness at 60Hz, combining
liver stiffness ratio (60Hz/30Hz) and differences (60Hz-30Hz), was the
independent parameters associating HVPG.Acknowledgements
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