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Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
FIB-4 fails to identify significant liver fibrosis in people with HIV: A large multinational screening study
Felice Cinque1,2, Sahar Saeed3, Francesca Farina1,4
1Chronic Viral Illness Service, McGill University Health Centre, Montreal, Quebec, Canada.
Insights
Liver fibrosis is common in people with HIV (PWH) and often missed by the FIB-4 score, especially in metabolic dysfunction-associated steatotic liver disease (MASLD). A new FIB-HIV score combining metabolic and HIV factors improves fibrosis detection.
Area of Science:
- Hepatology
- Infectious Diseases
- Metabolic Disorders
Background:
- Steatotic liver disease (SLD) and liver fibrosis are significant comorbidities in people with HIV (PWH).
- Current screening guidelines recommend FIB-4 index followed by transient elastography (TE), but accuracy in PWH is unclear.
- The extent of FIB-4 misclassification and factors influencing it require further investigation.
Purpose of the Study:
- To evaluate the diagnostic performance of FIB-4 against TE in PWH.
- To quantify fibrosis missed by FIB-4.
- To assess if metabolic and HIV-specific factors improve fibrosis risk prediction.
Main Methods:
- Multinational study of 4,917 PWH without viral hepatitis or heavy alcohol use undergoing TE screening.
- SLD defined by controlled attenuation parameter >275 dB/m; classified as MASLD or MetALD.
- Diagnostic performance of FIB-4 assessed against TE, with development of FIB-HIV score.
Main Results:
- Significant fibrosis (LSM ≥8 kPa) found in 12.6%, advanced fibrosis (LSM ≥11 kPa) in 6.1%, and SLD in 21.7%.
- FIB-4 showed modest accuracy (AUROC 0.69) and misclassified 36% of fibrosis cases; performance was poorer in MASLD.
- The FIB-HIV score demonstrated superior performance (AUROC 0.78) compared to FIB-4.
Conclusions:
- Liver fibrosis is prevalent in PWH and frequently underestimated by FIB-4, particularly in MASLD.
- TE-centered screening strategies incorporating metabolic and HIV-specific factors can enhance early fibrosis detection.
- Improved risk stratification strategies are needed for PWH with liver disease.
Background And Aims:
Steatotic liver disease (SLD) and liver fibrosis are major comorbidities in people with HIV (PWH). Guidelines recommend stepwise screening using the Fibrosis-4 (FIB-4) index followed by transient elastography (TE), yet its accuracy and the extent of FIB-4 misclassification in PWH remain uncertain. We evaluated the diagnostic performance of FIB-4 against TE, quantified missed fibrosis, and assessed whether metabolic and HIV-specific factors improve risk prediction.
Approach And Results:
We conducted a multinational study of 4917 PWH without viral hepatitis coinfection or hazardous alcohol intake undergoing TE screening across 7 centers. SLD was defined by a controlled attenuation parameter ≥275 dB/m and classified as metabolic dysfunction-associated SLD (MASLD) or metabolic dysfunction-associated alcohol-related liver disease (MetALD). Significant fibrosis [liver stiffness measurement (LSM) ≥8 kPa] was present in 12.6% of participants, advanced fibrosis (LSM ≥11 kPa) in 6.1%, and SLD in 21.7% (20.6% MASLD, 1.1% MetALD). FIB-4 showed modest accuracy for significant fibrosis (AUROC 0.69, 95% CI 0.67-0.72) and misclassified 36% of fibrosis cases as low risk (FIB-4 <1.3). Performance was poorer in MASLD than in non-MASLD (AUROC 0.60 vs. 0.76; p <0.001). Participants with false-negative FIB-4 exhibited a more metabolic phenotype, including higher BMI and steatosis. Incorporating metabolic and HIV-specific factors improved discrimination and reclassification and enabled the development of the FIB-HIV score, which outperformed FIB-4 (AUROC 0.78 vs. 0.69; p <0.001).
Conclusions:
In PWH, liver fibrosis is common and frequently missed by FIB-4, particularly in MASLD. TE-centered screening strategies augmented by metabolic and HIV-specific indicators may improve early fibrosis detection and risk stratification.
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