Evidence map›Paper›PMID 42510799›Full record

ReviewGenes2026

Genome-Wide Association Studies in Hepatocellular Carcinoma: Aetiology-Specific Susceptibility, Functional Interpretation, and Clinical Translation.

Siwei Zhang, Xiaohang Long

Abstract readReview
In one paragraph

Review in Genes, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Siwei ZhangCenter for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.ORCID 0000-0002-1646-063X
Xiaohang LongSchool of Biomedical Sciences, The Chinese University of Hong Kong, Sha Tin, Hong Kong SAR, China.

Funding

Chinese University of Hong Kong 504643107Research Grants Council-General Research Fund 14112525
6 · The paper itself

Abstract

BACKGROUND/

objectivesHepatocellular carcinoma (HCC) arises through heterogeneous pathways involving chronic hepatitis B virus infection, hepatitis C virus infection, alcohol-related liver disease, metabolic dysfunction-associated steatotic liver disease, fibrosis, cirrhosis, and environmental exposures. Genome-wide association studies (GWASs) have identified host germline loci associated with HCC susceptibility, but interpretation is complicated by aetiology, ancestry, liver disease stage, and the definition of controls. This narrative review examines current GWAS evidence for HCC, with emphasis on aetiology-specific susceptibility, functional interpretation, cross-disorder genetic effects, and clinical translation.

methodsStudies were identified through iterative searches of PubMed/PMC, publisher pages, academic search tools, and citation tracking, supplemented by targeted searches for major HCC-associated loci. Sources were chosen based on relevance to GWAS discovery, replication, meta-analysis, functional interpretation, polygenic risk modelling, or HCC risk stratification, rather than by a formal systematic review protocol.

resultsViral HCC studies most often implicate immune regulation and antigen presentation, including

conclusionsHCC genetic susceptibility is highly aetiology-specific and overlaps with other liver and metabolic disorders, but discoveries from genetic studies have not yet been translated into routine clinical practice. Future work should prioritise multi-ancestry cohorts, disease-stage-aware controls, functional validation, and prospectively tested genetic risk models.

Indexed as

Carcinoma, HepatocellularGenetic Predisposition to DiseaseGenome-Wide Association StudyLiver NeoplasmsHumansPolymorphism, Single Nucleotidegenetic predisposition to diseasegenetic risk scoregenome-wide association studyHCChepatocellular carcinomamolecular epidemiologypolymorphismsingle nucleotide

Identifiers

PMID42510799
PMCPMC13407912

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.