ArticleJournal of internal medicine2026
Identifying subjects at risk of liver cirrhosis via a range of thresholds for common fibrosis markers: A Welsh general population-based cohort study.
Article in Journal of internal medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- 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 · 2026Article
Corrections and comments
- Erratum issued
Authors and funding
4 authors.
Funding
Abstract
backgroundLiver disease is on the increase worldwide, with cirrhosis and liver cancer accounting for around 3.5% of all deaths.
objectivesInvestigate 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).
methodsUsing 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).
resultsBlood 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.
conclusionAt 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.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.