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Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
Liver fibrosis staging using T1 mapping on gadoxetic acid-enhanced MRI compared with DW imaging
1Department of Radiology, Zhongshan Hospital of Fudan University, No. 180, Fenglin Road, Xuhui District, Shanghai, 200032, China.
Aim:
To evaluate the utility of T1 mapping on gadoxetic acid-enhanced magnetic resonance imaging (MRI) and diffusion-weighted imaging (DWI) for staging liver fibrosis.
Materials And Methods:
This retrospective study was approved by the institutional review board and included 145 patients (mean age: 54 years old; 115 men and 30 women). Necro-inflammatory activity grade (G) and liver fibrosis stage (S) were histopathologically determined. T1 relaxation time and apparent diffusion coefficient (ADC) of the liver were measured and the reduction rate of the T1 relaxation time (Δ%) was calculated. T1 relaxation time measurements were compared with ADC values according to S/G scores.
Results:
Unenhanced hepatobiliary phase (HBP) and Δ% of T1 relaxation times showed significant correlations with S/G scores (rho: 0.28, 0.51, -0.35 for the S score, 0.26, 0.39, -0.26 for the G score, respectively, p<0.05). ADC values showed significant correlation with the S score (rho: -0.17, p = 0.04) and did not correlate significantly with the G score (rho: -0.07, p = 0.39). The areas under receiver operator characteristics (AUC) curve of unenhanced HBP, Δ% T1 relaxation time, and the ADC value were 0.68, 0.82, 0.71, 0.61 for the identification of S ≥ 3, and 0.63, 0.68, 0.62, 0.52 for the identification of G ≥ 3, respectively. The HBP T1 relaxation time was better than that of ADC for identification of S ≥ 3 (p = 0.0005) and G ≥ 3 (p = 0.014).
Conclusions:
The HBP T1 relaxation time measurement on gadoxetic acid-enhanced MRI images might be a potential biomarker in the staging of hepatic fibrosis, and was more accurate than the ADC measurement.
Insights
Hepatobiliary phase T1 mapping on gadoxetic acid-enhanced MRI shows promise for staging liver fibrosis. This method demonstrated higher accuracy than diffusion-weighted imaging's apparent diffusion coefficient (ADC) in assessing fibrosis severity.
Area of Science:
- Radiology
- Hepatology
- Medical Imaging
Background:
- Liver fibrosis staging is crucial for patient management.
- Non-invasive biomarkers are needed to supplement or replace liver biopsy.
- Gadoxetic acid-enhanced MRI offers unique imaging capabilities.
Purpose of the Study:
- To assess the utility of T1 mapping in gadoxetic acid-enhanced MRI for liver fibrosis staging.
- To compare the diagnostic performance of T1 mapping with diffusion-weighted imaging (DWI).
Main Methods:
- Retrospective analysis of 145 patients with histopathologically confirmed liver fibrosis stage (S) and necro-inflammatory grade (G).
- Measurement of liver T1 relaxation time and apparent diffusion coefficient (ADC).
- Calculation of T1 relaxation time reduction rate (Δ%) and comparison with S/G scores.
Main Results:
- Hepatobiliary phase (HBP) T1 relaxation time and Δ% correlated significantly with fibrosis stage (S) and grade (G).
- ADC values correlated significantly with S but not G.
- HBP T1 relaxation time showed superior accuracy (AUC 0.82 for S≥3) compared to ADC (AUC 0.71 for S≥3) for fibrosis staging.
Conclusions:
- Hepatobiliary phase T1 relaxation time measurement is a potential non-invasive biomarker for liver fibrosis staging.
- T1 mapping on gadoxetic acid-enhanced MRI is more accurate than ADC for assessing liver fibrosis severity.
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