BPG is committed to discovery and dissemination of knowledge
Retrospective Cohort Study
Copyright: ©Author(s) 2026. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial (CC BY-NC 4.0) license. No commercial re-use. See permissions. Published by Baishideng Publishing Group Inc.
World J Gastroenterol. Nov 14, 2026; 32(42): 120476
Published online Nov 14, 2026. doi: 10.3748/wjg.120476
Tumor protrusion assessment and clinical integration for enhanced mortality risk prediction in spontaneously ruptured hepatocellular carcinoma
Wasittee Ajanakitti, Kittipitch Bannangkoon, Teeravut Tubtawee, Natee Ina
Wasittee Ajanakitti, Kittipitch Bannangkoon, Teeravut Tubtawee, Natee Ina, Department of Radiology, Faculty of Medicine, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand
Author contributions: Ajanakitti W, Bannangkoon K, Tubtawee T, and Ina N contributed to conceptualization, study methodology, data collection and analysis, and data curation; Ajanakitti W and Bannangkoon K were responsible for visualization, manuscript writing, and editing; Bannangkoon K supervised the study and critically reviewed the manuscript.
Institutional review board statement: This study was conducted according to the guidelines of the Declaration of Helsinki and approved by the Institutional Review Board of the Faculty of Medicine, Prince of Songkla University and Songklanagarind Hospital (REC.68-413-7-3).
Informed consent statement: The requirement for informed consent was waived due to the retrospective design of the study.
Conflict-of-interest statement: All the authors report no relevant conflicts of interest for this article.
STROBE statement: The authors have read the STROBE Statement-checklist of items, and the manuscript was prepared and revised according to the STROBE Statement-checklist of items.
Data sharing statement: The data that support the findings of this study are available from the corresponding author upon reasonable request.
Corresponding author: Kittipitch Bannangkoon, MD, Associate Professor, Department of Radiology, Faculty of Medicine, Prince of Songkla University, Kanchanawanit Road, Hat Yai 90110, Songkhla, Thailand. drkittipitch@gmail.com
Received: February 28, 2026
Revised: March 10, 2026
Accepted: April 10, 2026
Published online: November 14, 2026
Processing time: 206 Days and 14.3 Hours
Abstract
BACKGROUND

Spontaneously ruptured hepatocellular carcinoma (rHCC) carries high early mortality following emergency hemostatic procedures like transarterial embolization (TAE) or transarterial chemoembolization (TACE). Existing prognostic models lack accuracy, particularly by omitting morphological risk factors such as tumor protrusion.

AIM

To develop and validate a novel scoring system that integrates quantitative tumor protrusion with clinical parameters to improve 30-day mortality prediction.

METHODS

This retrospective cohort study included consecutive patients with rHCC treated with emergency TAE/TACE between January 2007 and December 2024. Three quantitative protrusion metrics (percentage, maximum diameter, and area) were compared for predictive performance. Inter-observer reliability was assessed using intraclass correlation coefficients. Multivariable logistic regression was used to identify independent predictors of 30-day mortality. A weighted scoring system was derived from regression coefficients and internally validated using bootstrap resampling (1000 iterations). The model’s discriminative ability was compared to the model for end-stage liver disease and Child-Pugh scores using the area under the receiver operating characteristic curve (AUC) and DeLong’s test.

RESULTS

Eighty-nine patients were included. Protrusion area (PA) exhibited the highest discriminative power for 30-day mortality (AUC = 0.618) and excellent inter-observer reliability (intraclass correlation coefficients = 0.981). Multivariable analysis identified three independent predictors: PA ≥ 8.7 cm2, total bilirubin ≥ 2.5 mg/dL, and albumin ≤ 3.0 g/dL. The derived PA-bilirubin-albumin (PBA) score stratified patients into low-, intermediate-, and high-risk groups with 30-day mortality rates of 8.6%, 40.0%, and 81.8%, respectively (P < 0.001). The PBA score demonstrated excellent and robust discrimination, confirmed by bootstrap validation (optimism-corrected AUC = 0.814). The PBA score significantly outperformed both the model for end-stage liver disease score (AUC = 0.672, P = 0.005) and Child-Pugh score (AUC = 0.594, P = 0.001).

CONCLUSION

By integrating PA with bilirubin and albumin, the PBA score is a novel, validated prognostic tool specifically for rHCC. It provides superior risk stratification over existing scores and identifies high-risk patients for whom emergency TAE/TACE is unlikely to provide clinical benefit.

Keywords: Hepatocellular carcinoma; Tumor rupture; Transarterial chemoembolization; Prognosis; Risk score

Core Tip: Spontaneously ruptured hepatocellular carcinoma carries a high 30-day mortality risk. Current assessment of tumor protrusion remains largely subjective, and existing prognostic models often lack precision in acute settings. This study identifies “protrusion area” (PA) as a superior predictor of early mortality compared to other metrics. We developed the PA-bilirubin-albumin score, which significantly outperforms conventional scoring systems (area under the receiver operating characteristic curve = 0.813). By stratifying patients into three distinct risk groups, the PA-bilirubin-albumin score provides clinicians with a robust, objective tool for rapid bedside decision-making, helping to identify patients who may benefit more from palliative care than from futile aggressive interventions.

Write to the Help Desk