Preoperative Prediction of Glypican-3 Positive Expression in Solitary Hepatocellular Carcinoma on Gadoxetate-disodium Enhanced Magnetic Resonance Imaging
Overview
Affiliations
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 logistical regression analysis. Model performances were characterized by computing areas under the receiver operating characteristic curve (AUCs).
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.
Kim D, Choi S J Liver Cancer. 2024; 24(2):192-205.
PMID: 38616543 PMC: 11449575. DOI: 10.17998/jlc.2024.04.05.
Heterogeneity of hepatocellular carcinoma: from mechanisms to clinical implications.
Safri F, Nguyen R, Zerehpooshnesfchi S, George J, Qiao L Cancer Gene Ther. 2024; 31(8):1105-1112.
PMID: 38499648 PMC: 11327108. DOI: 10.1038/s41417-024-00764-w.
Immunotherapy, targeted therapy, and their cross talks in hepatocellular carcinoma.
Liu J, Park K, Shen Z, Lee H, Geetha P, Pakyari M Front Immunol. 2024; 14:1285370.
PMID: 38173713 PMC: 10762788. DOI: 10.3389/fimmu.2023.1285370.
Liu P, Li W, Qiu G, Chen J, Liu Y, Wen Z Front Oncol. 2023; 13:1142916.
PMID: 38023195 PMC: 10666788. DOI: 10.3389/fonc.2023.1142916.
Wang X, Li L, Wang L, Chen M Front Oncol. 2023; 13:1026245.
PMID: 37920165 PMC: 10619679. DOI: 10.3389/fonc.2023.1026245.