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Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
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Two-Dimensional Shear-Wave Elastography: Accuracy in Liver Fibrosis Staging Using Magnetic Resonance Elastography as
Puwitch Charoenchue1, Jiraporn Khorana2,3,4, Taned Chitapanarux5
1Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand.
Diagnostics (Basel, Switzerland)
|January 11, 2025
Summary
Two-dimensional shear-wave elastography (2D-SWE) offers a reliable, accessible method for staging liver fibrosis. Optimal cut-offs of 7.0 kPa for screening, 8.0 kPa for confirmation, and 11.0 kPa for cirrhosis diagnosis show high accuracy.
Area of Science:
- Hepatology
- Medical Imaging
- Diagnostic Ultrasound
Background:
- Accurate liver fibrosis staging is critical for managing chronic liver disease (CLD).
- Magnetic resonance elastography (MRE) is the gold standard but faces accessibility limitations due to cost and specialized requirements.
- Two-dimensional shear-wave elastography (2D-SWE) presents a more accessible, affordable alternative integrated into routine ultrasound systems.
Purpose of the Study:
- To establish optimal 2D-SWE cut-off values for identifying significant liver fibrosis (≥F2).
- To assess the diagnostic performance of 2D-SWE across various stages of liver fibrosis.
- To compare 2D-SWE accuracy against the reference standard, MRE.
Main Methods:
- Prospective study involving 71 patients with suspected CLD.
- Simultaneous MRE and 2D-SWE examinations on the same day.
- Calculation of sensitivity, specificity, AUROC, and likelihood ratios for different 2D-SWE thresholds, using MRE for fibrosis staging.
Main Results:
- A 2D-SWE cut-off of 7.0 kPa demonstrated 100% sensitivity and 85.7% specificity for ≥F2 fibrosis.
- A threshold of 8.0 kPa improved specificity to 91.8% (86.4% sensitivity) with an AUROC of 0.89.
- A 11.0 kPa cut-off achieved 100% sensitivity and 96.9% specificity for cirrhosis.
- A 5.0 kPa cut-off effectively excluded abnormal liver stiffness with 89.1% sensitivity.
Conclusions:
- Two-dimensional SWE is a highly reliable noninvasive tool for liver fibrosis staging.
- Recommended 2D-SWE thresholds include 7.0 kPa for screening significant fibrosis, 8.0 kPa for confirmation, and 11.0 kPa for cirrhosis diagnosis.
- A 5.0 kPa threshold is effective in ruling out abnormal liver stiffness, enhancing diagnostic utility.
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