Evidence map›Paper›PMID 41610148›Full record

ArticleHepatology communications2026

A liver function test pathway significantly increases the early detection of chronic liver disease and cirrhosis.

Jingwei Gao, Haroon Ahmed, Rebecca Cannings-John, Ashley Akbari, Aled Davies, Thomas Peter I Pembroke

Abstract read
In one paragraph

Article in Hepatology communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Jingwei GaoPopulation Data Science, Swansea University Medical School, Faculty of Medicine, Health & Life Science, Swansea University, Swansea, UK.ORCID 0000-0002-7722-6177
Haroon AhmedDivision of Population Medicine, Cardiff University, Neuadd Meirionnydd, Heath Park, Cardiff, UK.ORCID 0000-0002-0634-8548
Rebecca Cannings-JohnCentre for Trials Research, Cardiff University, Neuadd Meirionnydd, Heath Park, Cardiff, UK.ORCID 0000-0001-5235-6517
Ashley AkbariPopulation Data Science, Swansea University Medical School, Faculty of Medicine, Health & Life Science, Swansea University, Swansea, UK.ORCID 0000-0003-0814-0801
Aled DaviesPRIME Centre Wales, Cardiff University, Neuadd Meirionnydd, Heath Park, Cardiff, UK.ORCID 0000-0002-7815-5155
Thomas Peter I PembrokeDepartment of Gastroenterology and Hepatology, University Hospital of Wales, Cardiff, UK.ORCID 0000-0002-2600-2034

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTo enhance early liver disease detection, a clinical pathway integrating reflex AST testing and automated AAR reporting was implemented. We aim to evaluate the long-term effectiveness of introducing reflex AST testing by assessing its impact after implementation in 2 regions of Wales.

methodsWe applied a quasi-experimental, Difference-in-Difference approach to evaluate the introduction of the reflex AST:ALT pathway in Wales (January 2010 to December 2023). Outcomes were the monthly incidence rate of (1) chronic liver disease (including cirrhosis) and (2) cirrhosis in the 2 intervention regions versus the control regions.

resultsIn total, 78,917 individuals with liver disease were included in the study. A significant increase in cirrhosis diagnoses was observed in both regions (first region: incidence rate ratio=1.24, 95% CI: 1.15-1.34, p<0.001; second region: incidence rate ratio=1.16, 95% CI: 1.02-1.33, p=0.028). The incidence of composite chronic liver disease (including cirrhosis) increased transiently in the second region only (incidence rate ratio=1.35, 95% CI: 1.16-1.56, p<0.001).

conclusionsIn this long-term, population-level evaluation, reflex AST:ALT testing increased cirrhosis detection in both regions and produced a short-term rise in chronic liver disease (including cirrhosis) diagnoses one region, strengthening the evidence of the pathway's effect on cirrhosis detection. Further study is warranted to understand regional variation.

Indexed as

Critical PathwaysLiver CirrhosisLiver DiseasesAgedAlanine TransaminaseAspartate AminotransferasesChronic DiseaseEarly DiagnosisFemaleHumansIncidenceLiver Function TestsMaleMiddle AgedWalesAlanine TransaminaseAspartate Aminotransferasesaspartate aminotransferasesclinical pathwaysliver cirrhosisliver diseasesprimary health care

Identifiers

PMID41610148
PMCPMC12858224

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LicenceCC BY
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Registered trials

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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 OpenQuestion graph.