Identifying subjects at risk of liver cirrhosis via a range of thresholds for common fibrosis markers: A Welsh general population-based cohort study.
[BACKGROUND] Liver disease is on the increase worldwide, with cirrhosis and liver cancer accounting for around 3.5% of all deaths.
APA
Hill TA, West J, et al. (2026). Identifying subjects at risk of liver cirrhosis via a range of thresholds for common fibrosis markers: A Welsh general population-based cohort study.. Journal of internal medicine, 299(3), 398-413. https://doi.org/10.1111/joim.70064
MLA
Hill TA, et al.. "Identifying subjects at risk of liver cirrhosis via a range of thresholds for common fibrosis markers: A Welsh general population-based cohort study.." Journal of internal medicine, vol. 299, no. 3, 2026, pp. 398-413.
PMID
41496649
Abstract
[BACKGROUND] Liver disease is on the increase worldwide, with cirrhosis and liver cancer accounting for around 3.5% of all deaths.
[OBJECTIVES] Investigate the prognostic utility of three non-invasive liver fibrosis markers in the Welsh primary care population for identification of those at risk of cirrhosis or hepatocellular carcinoma (HCC).
[METHODS] Using the Secure Anonymised Information Linkage (SAIL) Databank at Swansea University (2000-2017), we identified people with liver blood tests allowing calculation of three commonly used liver fibrosis markers: aspartate transaminase to alanine transaminase (AST/ALT) ratio, AST to platelet ratio index (APRI) and fibrosis-4 index (FIB-4). We modelled 10-year risk of cirrhosis/HCC across a range of thresholds using competing risk survival analysis and compared their prognostic value using decision curve analysis (DCA).
[RESULTS] Blood tests enabling calculation of FIB-4, APRI and AST/ALT were available for 203,005 people. At commonly utilized cut-points to detect advanced fibrosis/cirrhosis of 3.25, 1.5 and 1.0 for FIB-4, APRI and AST/ALT, respectively, the 10-year risks of cirrhosis/HCC were 4.7%, 16% and <1%. DCA demonstrated the APRI has the greatest net benefit for estimating cirrhosis/HCC risk over 10 years, in a general population compared to AST/ALT or FIB-4. In higher risk subgroups, a greater proportion of at-risk patients were captured for fewer referrals. This was also observed in groups with combinations of risk factors.
[CONCLUSION] At risk thresholds often used for referral, liver fibrosis markers had prohibitively high false positive rates unless restricted to subgroups at increased risk of developing severe liver disease.
[OBJECTIVES] Investigate the prognostic utility of three non-invasive liver fibrosis markers in the Welsh primary care population for identification of those at risk of cirrhosis or hepatocellular carcinoma (HCC).
[METHODS] Using the Secure Anonymised Information Linkage (SAIL) Databank at Swansea University (2000-2017), we identified people with liver blood tests allowing calculation of three commonly used liver fibrosis markers: aspartate transaminase to alanine transaminase (AST/ALT) ratio, AST to platelet ratio index (APRI) and fibrosis-4 index (FIB-4). We modelled 10-year risk of cirrhosis/HCC across a range of thresholds using competing risk survival analysis and compared their prognostic value using decision curve analysis (DCA).
[RESULTS] Blood tests enabling calculation of FIB-4, APRI and AST/ALT were available for 203,005 people. At commonly utilized cut-points to detect advanced fibrosis/cirrhosis of 3.25, 1.5 and 1.0 for FIB-4, APRI and AST/ALT, respectively, the 10-year risks of cirrhosis/HCC were 4.7%, 16% and <1%. DCA demonstrated the APRI has the greatest net benefit for estimating cirrhosis/HCC risk over 10 years, in a general population compared to AST/ALT or FIB-4. In higher risk subgroups, a greater proportion of at-risk patients were captured for fewer referrals. This was also observed in groups with combinations of risk factors.
[CONCLUSION] At risk thresholds often used for referral, liver fibrosis markers had prohibitively high false positive rates unless restricted to subgroups at increased risk of developing severe liver disease.
MeSH Terms
Humans; Liver Cirrhosis; Male; Female; Middle Aged; Aspartate Aminotransferases; Biomarkers; Alanine Transaminase; Liver Neoplasms; Carcinoma, Hepatocellular; Aged; Risk Assessment; Adult; Cohort Studies; Prognosis; Risk Factors