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Case Control 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 Hepatol. Mar 27, 2026; 18(3): 117040
Published online Mar 27, 2026. doi: 10.4254/wjh.v18.i3.117040
Multimarker model for non-invasive assessment of variceal bleeding in chronic hepatitis C cirrhotic patients
Amira Ahmed Abdelrahman Othman, Lamiaa Elsharkawy, Mohamed W Saleh, Mohamed Medhat Mohamed, Fatma M Attia Elsayed
Amira Ahmed Abdelrahman Othman, Mohamed W Saleh, Department of Internal Medicine, Suez University, Suez 43511, Egypt
Lamiaa Elsharkawy, Department of Diagnostic Radiology, Faculty of Medicine, Suez University, Suez 43511, Egypt
Mohamed Medhat Mohamed, Department of Infectious Diseases, Gastroenterology and Hepatology, Faculty of Medicine, Suez University, Suez 43511, Egypt
Fatma M Attia Elsayed, Department of Internal Medicine, Faculty of Medicine, Zagazig University, Zagazig 44523, Sharkiah, Egypt
Author contributions: Othman AAA contributed to concept and design of the study, data acquisition, statistical analysis, interpreted the results, analyzed the data, drafted the manuscript, critically revised the manuscript, approved the final version to be published, and agreed to be accountable for all aspects of the work; Elsharkawy L, Saleh MW, Mohamed MM, Elsayed FMA contributed to concept and design of the study, methodology, interpreted the results, analyzed the data, drafted the manuscript, critically revised the manuscript, and approved the final version to be published.
Institutional review board statement: The study was conducted after obtaining approval from the Institutional Review Board of Zagazig University (No. ZU-IRB#1897).
Informed consent statement: All subjects were informed and gave their voluntary, written informed consent.
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: All relevant data are included in this published article.
Corresponding author: Amira Ahmed Abdelrahman Othman, MD, PhD, Lecturer, Principal Investigator, Department of Internal Medicine, Suez University, Cairo-Suez Road, Suez 43511, Egypt. amira.othman@med.suezuni.edu.eg
Received: November 27, 2025
Revised: December 17, 2025
Accepted: January 22, 2026
Published online: March 27, 2026
Processing time: 119 Days and 15.4 Hours
Abstract
BACKGROUND

Despite the success of direct-acting antivirals, a large global population with established hepatitis C virus (HCV)-related cirrhosis remains at lifelong risk for portal hypertensive complications like variceal bleeding. This persistent burden, coupled with the rising incidence of cirrhosis from other etiologies, underscores the critical need for accessible, non-invasive risk stratification tools.

AIM

To evaluated a multimarker panel, including free triiodothyronine (FT3), platelet count (PLT), international normalized ratio (INR), and portal vein diameter (PVD), for the non-invasive stratification of variceal bleeding risk.

METHODS

A case-control study was conducted on 93 participants, categorized into three groups: 31 chronic HCV cirrhotic patients with variceal bleeding (group I), 31 chronic HCV cirrhotic patients without variceal bleeding (group II), and 31 healthy controls (group III). Thyroid function tests (thyroid-stimulating hormone, FT3, free thyroxine), PLT, INR, spleen size, and PVD were assessed. Doppler ultrasound was used to evaluate portal venous blood flow, while upper gastrointestinal endoscopy determined the variceal grades. Statistical analysis included one-way analysis of variance, Pearson correlation, multivariate ordinal logistic regression, and receiver operating characteristic curve analysis.

RESULTS

FT3 levels were significantly lower in cirrhotic patients, with the lowest levels in group I (P < 0.01). Higher variceal grades (III/IV) were associated with lower FT3, lower PLT, and higher INR (P < 0.01). In multivariate analysis, lower FT3, lower PLT, and higher INR were independent predictors of variceal severity (all P < 0.01). FT3 < 2.5 pmol/L predicted high-grade varices with an area under the curve (AUC) of 0.88 (sensitivity 85.7%, specificity 78.3%). PVD ≥ 13 mm also showed strong predictive value (AUC = 0.85). A novel Variceal Risk Score (VRS) integrating FT3, PLT, INR, and PVD demonstrated outstanding accuracy (AUC = 0.94).

CONCLUSION

This study validates a multimarker approach, identifying a core panel of non-invasive predictors-FT3, PLT, and INR for variceal bleeding risk. The derived VRS can accurately identify high-risk cirrhotic patients, suggesting its potential use as a triage tool to make endoscopic screening programs more efficient.

Keywords: Thyroid dysfunction; Hepatitis C virus; Cirrhosis; Portal hypertension; International normalized ratio; Platelet count; Portal hemodynamics

Core Tip: This study validates a novel, non-invasive multimarker approach for identifying chronic hepatitis C cirrhotic patients at high risk for variceal bleeding. We identified a core panel of independent predictors: Low free triiodothyronine levels, low platelet count, and high international normalized ratio. A composite Variceal Risk Score integrating these with portal vein diameter demonstrated outstanding accuracy (area under the curve = 0.94). This strategy can efficiently triage patients for endoscopic screening, potentially reducing procedural burden in resource-limited settings.