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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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Magnetic resonance elastography as a preoperative assessment for predicting intrahepatic recurrence in patients with
Jeong Hyun Lee1, Jeong Ah Hwang1, Kyowon Gu1
1Department of Radiology and Center for Imaging Sciences, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
Magnetic Resonance Imaging
|March 21, 2024
Summary
Magnetic resonance elastography (MRE) can predict recurrence after liver cancer surgery. Patients with no MRE-recurrence had better outcomes than those with MRE-recurrence, indicating MRE
Area of Science:
- Hepatobiliary imaging
- Medical physics
- Oncology
Background:
- Hepatocellular carcinoma (HCC) recurrence after resection poses a significant clinical challenge.
- Accurate prediction of intrahepatic recurrence is crucial for patient management.
- Noninvasive imaging techniques are sought to improve prognostication.
Purpose of the Study:
- To identify preoperative clinical and imaging predictors of intrahepatic recurrence following curative HCC resection.
- To evaluate the efficacy of Magnetic Resonance Elastography (MRE) in predicting intrahepatic recurrence.
Main Methods:
- Retrospective analysis of 80 treatment-naïve HCC patients undergoing preoperative MRI and MRE.
- Liver stiffness (LS) measurement via MRE, with ROC analysis to determine recurrence prediction cutoff.
- Assessment of MRI-based tumor features, including LI-RADS and microvascular invasion (MVI).
- Kaplan-Meier and Cox proportional hazards modeling for recurrence-free survival (RFS) analysis.
Main Results:
- Intrahepatic recurrence occurred in 16.3% of patients during a median 32-month follow-up.
- An LS cutoff of ≥4.35 kPa identified MRE-recurrence.
- MRE-recurrence was associated with significantly lower 4-year RFS rates (48.9% vs. 93.4%, p=0.001).
- MRE-recurrence (HR, 5.9) and MVI (HR, 3.4) were independent predictors of recurrence.
Conclusions:
- MRE-recurrence is a significant predictor of intrahepatic recurrence after HCC resection.
- MRE, alongside MVI, offers valuable preoperative prognostic information.
- These findings support the use of MRE for risk stratification in HCC patients.
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