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MRI-based Risk Scoring System to Predict Early Recurrence after Resection of Solitary Hepatocellular Carcinoma 5 cm
Eun Sun Choi1, Boyeon Koo1,2, Seokhwi Kim3
1Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea.
A new MRI-based score (MERIS) effectively predicts early recurrence in patients with small solitary hepatocellular carcinoma (HCC) after surgery. MERIS outperforms existing models, offering improved risk assessment for this patient group.
Area of Science:
- Radiology
- Oncology
- Medical Imaging
Background:
- Existing MRI models for hepatocellular carcinoma (HCC) recurrence prediction often include large or multiple tumors, limiting their use for small, solitary HCC.
- Accurate prediction of early recurrence is crucial for managing patients with small solitary HCC after resection.
Purpose of the Study:
- To develop and validate an MRI-based Early Recurrence Individualized Score (MERIS) for predicting early recurrence in patients with solitary HCCs ≤ 5 cm.
- To compare MERIS performance against pathology-based models and established prognostic systems.
Main Methods:
- Retrospective analysis of 325 patients with solitary HCCs ≤ 5 cm undergoing curative resection.
- Multivariable Cox regression used to identify MRI features for MERIS training.
- MERIS performance evaluated using the c-index and compared with other models in training and external test sets.
Main Results:
- MERIS incorporates elevated AST, tumor size, nonsmooth margin, and peritumoral hypointensity.
- MERIS achieved high predictive performance (c-index 0.75) in both training and external test sets.
- MERIS demonstrated superior predictive accuracy compared to pathology-based and existing prognostic systems in the external test set.
Conclusions:
- MERIS is a robust tool for predicting early recurrence risk in patients with small solitary HCC after resection.
- The MERIS score offers improved prognostic capabilities over current methods for this specific HCC patient population.
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