Evidence map›Paper›PMID 41624065›Full record

ArticleLiver cancer2025

Utility of Biomarker Panels in the Surveillance and Monitoring of Hepatocellular Carcinoma: Consensus Statements from an International Delphi Panel.

Amit G Singal, Hidenori Toyoda, Tawesak Tanwandee, Pisit Tangkijvanich, Chee-Kiat Tan, Ian Homer Cua, Diana Alcantara-Payawal, Tung-Hung Su, Nguyen Dinh Song Huy, Hiroyuki Yamada and 1 more

Abstract read
In one paragraph

Article in Liver cancer, 2025. 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. Review
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

11 authors.

Amit G SingalDeparment of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Hidenori ToyodaDepartment of Gastroenterology, Ogaki Municipal Hospital, Ogaki, Japan.
Tawesak TanwandeeFaculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.
Pisit TangkijvanichCenter of Excellence in Hepatitis and Liver Cancer, Chulalongkorn University, Bangkok, Thailand.
Chee-Kiat TanDepartment of Gastroenterology and Hepatology, Singapore General Hospital, Singapore, Singapore.
Ian Homer CuaSt. Luke's Medical Center-Global City, Taguig, Philippines.
Diana Alcantara-PayawalFatima University Medical Center, Manila, Philippines.
Tung-Hung SuDepartment of Internal Medicine, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan.
Nguyen Dinh Song HuyCho Ray Hospital, Ho Chi Minh City, Vietnam.
Hiroyuki YamadaFUJIFILM Corporation, Tokyo, Japan.
Masatoshi KudoKindai University Hospital, Osaka, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hepatocellular carcinoma (HCC) surveillance is recommended using a combination of abdominal ultrasound plus alpha-fetoprotein (AFP) in patients with chronic hepatitis B or cirrhosis from any etiology. However, this strategy is limited by suboptimal sensitivity for early-stage HCC, particularly in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) and alcohol-associated liver disease. Phase 2 and phase 3 biomarker studies have reported the promise of novel blood-based biomarkers, including AFP, des-gamma-carboxy prothrombin, and lens culinaris agglutinin-reactive AFP (AFP-L3). Biomarker panels, such as the GALAD score, GAAD, and ASAP combine these biomarkers plus age and gender into biomarker panels. A panel of 10 experts from Asia and the USA convened to discuss the clinical utility of these biomarkers for detecting early-stage HCC. The experts agreed that biomarker panels have shown higher sensitivity than each individual biomarker and showed promise for early-stage HCC detection, particularly in those with a high proportion of patients with obesity and MASLD and geographies with insufficient access to high-quality ultrasound. However, biomarkers require prospective validation in clinical utility trials demonstrating net benefit in patients with cirrhosis, and implementation may face challenges including widespread access to testing, broader insurance coverage, and improving awareness among physicians and patients.

Indexed as

BiomarkersEarly detectionLiver cancerScreening

Identifiers

PMID41624065
PMCPMC12854699

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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.