Identification and external validation of the optimal FIB-4 and APRI thresholds for ruling in chronic hepatitis B related liver fibrosis in tertiary care settings
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Updated: Dec 2, 2025

Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
Kecheng Liu1, Mengbin Qin1, Kunlin Tao1
1Department of Gastroenterology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China.
Insights
Optimized FIB-4 thresholds accurately identify significant liver fibrosis in chronic hepatitis B patients. These new FIB-4 (Fibrosis-4) scores improve diagnostic accuracy for guiding antiviral treatment decisions.
Area of Science:
- Hepatology
- Biomarker Discovery
- Diagnostic Accuracy
Background:
- Serum biomarkers like APRI and FIB-4 are crucial for staging liver fibrosis.
- Initial thresholds for APRI and FIB-4 lack diagnostic accuracy in chronic hepatitis B virus (CHB) patients.
- Optimizing these thresholds is necessary to improve fibrosis staging in CHB.
Purpose of the Study:
- To determine optimal FIB-4 and APRI thresholds for accurate liver fibrosis diagnosis in CHB patients.
- To validate the diagnostic performance of newly established thresholds.
- To assess the utility of FIB-4 and APRI scores in ruling in significant fibrosis, advanced fibrosis, and cirrhosis.
Main Methods:
- Retrospective analysis of treat-naïve CHB patients from multiple tertiary hospitals.
- Exploration of optimal FIB-4 and APRI thresholds using a discovery cohort.
- Validation of identified thresholds in an independent external cohort.
Main Results:
- Newly defined FIB-4 thresholds (2.25 for significant fibrosis, 3.00 for advanced fibrosis) demonstrated high accuracy (91.3% and 80.6% PPVs, respectively).
- These FIB-4 thresholds showed reproducible diagnostic performance in both internal and external validation cohorts.
- APRI score did not yield improved thresholds for significant or advanced fibrosis; both FIB-4 and APRI were inadequate for diagnosing cirrhosis.
Conclusions:
- Optimized FIB-4 thresholds offer superior and reproducible accuracy for ruling in significant and advanced liver fibrosis in CHB patients.
- The validated FIB-4 threshold (≥2.25) can assist in making antiviral treatment decisions for adult CHB patients.
- FIB-4 score, with optimized thresholds, is a valuable tool for fibrosis assessment in tertiary care settings for CHB.
Background:
With the initially defined thresholds, the most widely used serum biomarkers for staging liver fibrosis (ie, APRI and FIB-4 scores) proved to be ineffective among patients with chronic hepatitis B virus infection (CHB). Whether optimizing the FIB-4 and APRI thresholds could improve their diagnostic accuracy requires further research.
Methods:
Using data of treat-naïve CHB patients from three tertiary hospitals, we explored the optimal FIB-4 and APRI thresholds to rule in liver fibrosis accurately. Subsequently, we validated the applicability of the newly defined thresholds to the CHB patients from another two tertiary hospitals.
Results:
The fibrosis stages between discovery cohort (n = 433) and the external validation cohort (n = 568) were statistically different (P < .001). When ruling in significant fibrosis and advanced fibrosis by the newly defined FIB-4 thresholds (2.25 and 3.00, respectively), 24.0% and 14.3% of patients, respectively, could be classified with excellent accuracy (PPVs of 91.3% and 80.6%, respectively; misdiagnosis rates of 6.0% and 5.4%, respectively), supported by the internal and external validation tests. Regrettably, the more accurate and robust thresholds of APRI score for ruling in significant fibrosis and advanced fibrosis could not be found. Besides, the FIB-4 and APRI scores should not be recommended for ruling in cirrhosis because of poor clinical diagnostic performance.
Conclusion:
The newly defined FIB-4 thresholds for ruling in significant fibrosis and advanced fibrosis showed superior and reproducible clinical diagnostic accuracy. The well-validated threshold (≥2.25) of FIB-4 score could aid in antiviral treatment decisions for treat-naïve adult CHB patients by accurately ruling in significant fibrosis in tertiary care settings.
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