Evidence map›Paper›PMID 41853788›Full record

ArticleAdvances in laboratory medicine2026

Comparison of diagnostic performance of GAAD, GALAD, and ASAP scores for detecting hepatocellular carcinoma in advanced liver fibrosis patients.

Alberto Izquierdo-Martínez, Ángela Rojas, Ricardo Rubio-Sánchez, Inmaculada Dominguez-Pascual, Manuel Romero-Gómez, Daniel Fatela-Cantillo

Abstract read
In one paragraph

Article in Advances in laboratory medicine, 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.

Alberto Izquierdo-MartínezDepartment of Clinical Biochemistry, Virgen del Rocío University Hospital, Seville, Spain.ORCID https://orcid.org/0000-0003-2517-6152
Ángela RojasSeLiver Group at Institute of Biomedicine of Seville (IBiS), Virgen del Rocio University Hospital/CSIC/University of Seville, Seville, Spain.
Ricardo Rubio-SánchezDepartment of Clinical Biochemistry, Virgen del Rocío University Hospital, Seville, Spain.ORCID https://orcid.org/0000-0002-6313-4191
Inmaculada Dominguez-PascualDepartment of Clinical Biochemistry, Virgen del Rocío University Hospital, Seville, Spain.
Manuel Romero-GómezSeLiver Group at Institute of Biomedicine of Seville (IBiS), Virgen del Rocio University Hospital/CSIC/University of Seville, Seville, Spain.
Daniel Fatela-CantilloDepartment of Clinical Biochemistry, Virgen del Rocío University Hospital, Seville, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Alpha-fetoprotein L3 (AFP-L3 %) and protein induced by vitamin K absence-II (PIVKA-II) are used in diagnostic scores such as GAAD, GALAD, and ASAP for hepatocellular carcinoma (HCC) detection. Advanced liver fibrosis (ALF) is diagnosable by the liver fibrosis index and could be combined with these blood biomarkers for better HCC detection. Methods: This study developed an analytical framework to address the role of GAAD, GALAD, and ASAP in ALF patients as a risk score to predict HCC. By analyzing data from 21 HCC and 30 ALF patients, this analysis assessed the diagnostic accuracy of individual biomarkers, ASAP, GAAD, and GALAD. Results: GAAD slightly outperformed AFP (sensitivity: 76.2 %, specificity: 88.5 %). The combination of AFP and PIVKA-II also surpassed AFP alone. PIVKA-II and AFP-L3 showed the worst performance for identifying HCC. Conclusions: GAAD and ASAP showed comparable or slightly superior performance to AFP, suggesting potential for screening strategies that should be confirmed in larger studies.

Indexed as

ASAP scorefatty liver diseaseGAAD scoreGALAD scorehepatocellular carcinomaliver fibrosis

Identifiers

PMID41853788
PMCPMC12994706

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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.