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Editorial
Copyright ©The Author(s) 2025. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Gastroenterol. Sep 14, 2025; 31(34): 110602
Published online Sep 14, 2025. doi: 10.3748/wjg.v31.i34.110602
Redefining the albumin-bilirubin score: Predictive modeling and multidimensional integration in liver and systemic disease
Berkay Demirors, Ramin Shekouhi, Paola Berrios Jimenez, Anjali Yadav, Guido Chiriboga, Vishal A Mahesh, Harsheen K Manaise, Jade Bowers, Angel Aguayo Merly, Emmanuel Gabriel
Berkay Demirors, Department of Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, United States
Ramin Shekouhi, Division of Plastic and Reconstructive Surgery, Department of Surgery, Louisiana State University Health Sciences Center, New Orleans, LA 70112, United States
Paola Berrios Jimenez, Department of Surgery, University of Puerto Rico School of Medicine, San Juan 00936, Puerto Rico
Anjali Yadav, Department of General Medicine, Government Medical College and Hospital, Chandigarh, Chandigarh 160030, India
Guido Chiriboga, Mayo Clinic Alix School of Medicine, Jacksonville, FL 32224, United States
Vishal A Mahesh, Department of Surgery, Government Medical College and Hospital, Chandigarh 160030, India
Harsheen K Manaise, Department of General Surgery, University of Connecticut, Hartford, CT 06103, United States
Jade Bowers, College of Medicine, Florida State University, Tallahassee, FL 32304, United States
Angel Aguayo Merly, University of Puerto Rico School of Medicine, San Juan 00936, Puerto Rico
Emmanuel Gabriel, Department of Surgery, Mayo Clinic, Jacksonville, FL 32224, United States
Author contributions: Demirors B conceptualized and designed the study, contributed to literature review, data interpretation, and manuscript drafting; Shekouhi R, Jimenez PB, Yadav A, Chiriboga G, Mahesh VA, Manaise HK, Bowers J, Merly AA contributed to literature review, data interpretation, and manuscript drafting; Gabriel E conceptualized the study, data interpretation and manuscript editing; All authors critically revised the manuscript for important intellectual content and approved the final version for submission.
Conflict-of-interest statement: The authors declare that they have no conflict of interest.
Open Access: This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/
Corresponding author: Berkay Demirors, MD, Postdoctoral Fellow, Department of Surgery, University of Pittsburgh Medical Center, 200 Lothrop St, Pittsburgh, PA 15213, United States. demirorsb2@upmc.edu
Received: June 11, 2025
Revised: July 15, 2025
Accepted: August 14, 2025
Published online: September 14, 2025
Processing time: 87 Days and 15.1 Hours
Abstract

This editorial comment is on the article by Xu et al. It offers an in-depth analysis of liver function assessment tools and their prognostic roles in non-malignant liver diseases, with a focus on the albumin-bilirubin (ALBI) score. ALBI’s components, grading system, and clinical relevance across various liver conditions are reviewed and compared with traditional models such as the Child-Pugh and model for end-stage liver disease scores. We included recent studies evaluating ALBI’s role in estimating liver function, suggesting it may help differentiate patients who appear similar under other staging systems, and assist in guiding clinical decisions. Although ALBI is primarily used as an indicator of hepatic reservoir in hepatocellular carcinoma, it has been demonstrated a positive correlation with overall survival, tumor recurrence, and post-hepatectomy liver failure in patients undergoing potentially curative treatments such as liver resection, liver transplantation, and local ablation. Moreover, several studies suggest that ALBI can also predict survival outcomes, treatment-related toxicity, and liver-related complications in patients receiving trans-arterial chemoembolization, radioembolization, external-beam radiotherapy, or systemic therapies. Its growing use in non-malignant liver diseases, including primary biliary cholangitis, cirrhosis, acute and chronic liver failure, and viral hepatitis highlights the need for large, prospective studies. Further studies are warranted to validate the integration of ALBI into routine clinical practice and to clarify its role in guiding prognosis and treatment planning.

Keywords: Albumin-bilirubin score; Liver function assessment; Non-malignant liver disease; Primary biliary cholangitis; Liver transplantation; Noninvasive biomarkers; Prognostic models

Core Tip: The albumin-bilirubin score, originally designed for hepatocellular carcinoma, has emerged as an objective, cost-effective liver function assessment tool in non-malignant liver diseases. This editorial discusses its expanding role across cirrhosis, hepatitis, and transplantation, and highlights recent advances that may enhance its clinical utility.