Related Experiment Video
Updated: Feb 13, 2026

A "Patient-Like" Orthotopic Syngeneic Mouse Model of Hepatocellular Carcinoma Metastasis
Published on: October 24, 2015
Development and validation of six-parameter laboratory-based prognostic model (APHPBA score) for patients undergoing
Yi-Fei Liu1, Hong Wang2, Ya-Hao Zhou3
1Department of General Surgery, The First Affiliated Hospital of Henan University, Kaifeng, Henan, China; Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China.
Purpose:
HBV-related HCC shows prognostic heterogeneity not fully captured by current staging. We developed and validated the APHPBA score, a laboratory-based model for patients undergoing curative hepatectomy.
Methods:
This multicenter retrospective study included patients who underwent hepatectomy for HBV-related HCC between 2018 and 2023. The APHPBA score incorporated six routine preoperative parameters: alpha-fetoprotein (AFP), protein induced by vitamin K absence-II (PIVKA-II), HBV-DNA, prothrombin time (PT), bilirubin (BIL), and albumin (ALB). Patients were stratified into three stages: Stage I (0-1 point), Stage II (2-3 points), and Stage III (4-6 points). Prognostic performance was compared with conventional systems using Cox regression and time-dependent receiver operating characteristic (ROC) analyses.
Results:
Among 1100 patients, 36.7 % were Stage I, 48.5 % Stage II, and 14.8 % Stage III. After a median follow-up of 48.0 months, 5-year overall survival was 63.4 %, 43.3 %, and 26.4 % across Stages I-III (P < 0.001). The APHPBA score remained independently associated with overall survival after adjustment for clinicopathologic factors and consistently outperformed established staging systems with higher time-dependent AUCs.
Conclusion:
The APHPBA score provides robust postoperative risk stratification for HBV-related HCC using routinely available laboratory parameters.
Related Concept Videos
Reliability and Validity
In Vitro Drug Release Testing: Overview, Development and Validation
Introduction to z Scores
z scores...
Introduction to z Scores
z scores...
z Scores and Area Under the Curve
Model Approaches for Pharmacokinetic Data: Distributed Parameter Models
The distributed parameter models are specifically designed to account for variations and differences in some drug classes. This model is particularly useful for assessing regional concentrations of anticancer or...

