ArticleFrontiers in immunology2022
Preoperative prediction of glypican-3 positive expression in solitary hepatocellular carcinoma on gadoxetate-disodium enhanced magnetic resonance imaging.
Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 17 citations in OpenAlex.
- Temporal Differentiation of Nonperipheral Washout Refines Prognostic Stratification in HCC.Liver international : official journal of the International Association for the Study of the Liver · 2026Article
- Noninvasive prediction of glypican-3 expression and recurrence-free survival in hepatocellular carcinoma using contrast-enhanced ultrasound.Cancer imaging : the official publication of the International Cancer Imaging Society · 2026Article
- Dual-Energy CT-Derived Parameters: A Promising Tool for Noninvasive Prediction of Glypican-3 in Hepatocellular Carcinoma.Diagnostics (Basel, Switzerland) · 2026Article
- Preoperative Prediction of Glypican-3 Expression in Hepatocellular Carcinoma Using Sonazoid Contrast-Enhanced Ultrasound Radiomics.Journal of hepatocellular carcinoma · 2026Article
- Integrating GPC3 with Other Biomarkers to Improve the Diagnosis of Early-Stage Liver Cancer.Pathogens (Basel, Switzerland) · 2025Article
- Associations between the SMARS score derived from CT and MRI with histopathological features in HCC.Scientific reports · 2025Article
- MRI Parameters and Clinicopathologic Features in Predicting Hepatocellular Carcinomas With Aggressive-Related Marker Expression, Defined by Epithelial Cell Adhesion Molecule and Glypican-3 Status.International journal of general medicine · 2025Article
- Inter-reader agreement for CT/MRI LI-RADS category M imaging features: a systematic review and meta-analysis.Journal of liver cancer · 2024Article
- Heterogeneity of hepatocellular carcinoma: from mechanisms to clinical implications.Cancer gene therapy · 2024Review
- The Era of Immunotherapy in Hepatocellular Carcinoma: The New Mission and Challenges of Magnetic Resonance Imaging.Cancers · 2023Review
- A nomogram based on LI-RADS features, clinical indicators and quantitative contrast-enhanced MRI parameters for predicting glypican-3 expression in hepatocellular carcinoma.Frontiers in oncology · 2023Article
- Multiparametric MRI combined with clinical factors to predict glypican-3 expression of hepatocellular carcinoma.Frontiers in oncology · 2023Article
- Immunotherapy, targeted therapy, and their cross talks in hepatocellular carcinoma.Frontiers in immunology · 2023Review
- Radiomics nomogram for prediction of glypican-3 positive hepatocellular carcinoma based on hepatobiliary phase imaging.Frontiers in oncology · 2023Article
- The expression of Ki-67 and Glypican -3 in hepatocellular carcinoma was evaluated by comparing DWI andFrontiers in oncology · 2023Article
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Authors and funding
9 authors at 3 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
Purpose: As a coreceptor in Wnt and HGF signaling, glypican-3 (GPC-3) promotes the progression of tumor and is associated with a poor prognosis in hepatocellular carcinoma (HCC). GPC-3 has evolved as a target molecule in various immunotherapies, including chimeric antigen receptor T cell. However, its evaluation still relies on invasive histopathologic examination. Therefore, we aimed to develop an easy-to-use and noninvasive risk score integrating preoperative gadoxetic acid-enhanced magnetic resonance imaging (EOB-MRI) and clinical indicators to predict positive GPC-3 expression in HCC. Methods and materials: Consecutive patients with surgically-confirmed solitary HCC who underwent preoperative EOB-MRI between January 2016 and November 2021 were retrospectively included. EOB-MRI features were independently evaluated by two masked abdominal radiologists and the expression of GPC-3 was determined by two liver pathologists. On the training dataset, a predictive scoring system for GPC-3 was developed against pathology Results: A total of 278 patients (training set, n=156; internal validation set, n=39; external validation set, n=83) with solitary HCC (208 [75%] with positive GPC-3 expression) were included. Serum alpha-fetoprotein >10 ng/ml (AFP, odds ratio [OR]=2.3, four points) and five EOB-MR imaging features, including tumor size >3.0cm (OR=0.5, -3 points), nonperipheral "washout" (OR=3.0, five points), infiltrative appearance (OR=9.3, 10 points), marked diffusion restriction (OR=3.3, five points), and iron sparing in solid mass (OR=0.2, -7 points) were significantly associated with positive GPC-3 expression. The optimal threshold of scoring system for predicting GPC-3 positive expression was 5.5 points, with AUC 0.726 and 0.681 on the internal and external validation sets, respectively. Conclusion: Based on serum AFP and five EOB-MRI features, we developed an easy-to-use and noninvasive risk score which could accurately predict positive GPC-3 HCC, which may help identify potential responders for GPC-3-targeted immunotherapy.
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