Related Experiment Video
Updated: Jan 7, 2026

Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
Is FIB-4 the right tool for screening for liver fibrosis?
Leen Jm Heyens1, Demi P A van Malde2, Gediz Dogay Us3
1Hasselt University, Faculty of Health and Life Sciences/LCRC, Diepenbeek, Belgium; Maastricht University, School of Nutrition and Translational Research in Metabolism, NUTRIM, Maastricht, the Netherlands; Ziekenhuis Oost-Limburg, Department of Gastro-enterology and Hepatology and Department Future Health, Genk, Belgium.
The FIB-4 index shows poor agreement with vibration-controlled transient elastography for diagnosing liver fibrosis in metabolic dysfunction-associated steatotic liver disease (MASLD). New cut-offs may improve accuracy, but FIB-4 is currently unreliable alone.
Area of Science:
- Hepatology
- Non-invasive liver disease diagnostics
- Metabolic dysfunction-associated steatotic liver disease (MASLD) research
Background:
- Accurate staging of liver fibrosis is crucial for managing MASLD.
- Non-invasive tests, such as the FIB-4 index, are increasingly used but their accuracy in MASLD requires further evaluation.
- Vibration-controlled transient elastography (VCTE) is a reliable method for assessing liver stiffness.
Purpose of the Study:
- To assess the agreement between the FIB-4 index and VCTE in patients with MASLD.
- To identify and validate new FIB-4 cut-off values for different age groups to improve fibrosis detection.
- To evaluate the diagnostic performance of FIB-4 using standard and proposed cut-offs.
Main Methods:
- A prospective cohort study involving primary care patients in Belgium and the Netherlands.
- VCTE (FibroScan®) was used to measure liver stiffness, with FIB-4 calculated from patient data and blood samples.
- Agreement was assessed using Weighted Cohen's kappa; new cut-offs were determined and validated in independent cohorts.
Main Results:
- FIB-4 demonstrated poor agreement with VCTE (κ=0.138) in the primary cohort.
- Proposed FIB-4 cut-offs of 1.29 (≤65 years) and 1.72 (>65 years) were identified.
- The 1.72 cut-off showed improved sensitivity but lower specificity in validation cohorts compared to the standard cut-off of 2.0.
Conclusions:
- The FIB-4 index, using standard cut-offs, is an unreliable tool for diagnosing liver fibrosis in MASLD patients.
- Current FIB-4 thresholds show poor agreement with VCTE, necessitating alternative non-invasive tests or optimized cut-off values.
- Further research is needed to establish reliable non-invasive methods for fibrosis assessment in MASLD.
More Related Videos
05:56Implementation of Non-invasive Point of Care Transient Elastography for Evaluation of Liver Disease in Pediatric Populations with Cystic Fibrosis
Published on: August 29, 2025
10:10Measurement of Liver Stiffness Using Atomic Force Microscopy Coupled with Polarization Microscopy
Published on: July 20, 2022
Related Concept Videos
Ultrasound II: Endoscopic Ultrasound and FibroScan
Endoscopic Ultrasound (EUS):
Effect of Hepatic Disease on Pharmacokinetics: Pathophysiologic Assessment and Liver Function Test
Effect of Hepatic Disease on Pharmacokinetics: Drug Dosing and Hepatic Blood Flow