Evidence map›Paper›PMID 40465396›Full record

SynthesisCancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology2025

Multiancestry Transcriptome-Wide Association Study Identifies Candidate Genes Associated with Hepatoblastoma.

Tiankai Xie, Josey C Sorenson, Logan G Spector, Nathan Pankratz, R Stephanie Huang, Eiso Hiyama, Jenny N Poynter, Gail E Tomlinson, Carolina Armengol, Roland Kappler and 8 more

Abstract readMeta-Analysis
In one paragraph

Synthesis in Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

18 authors.

Tiankai XieDivision of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0001-5729-9734
Josey C SorensonDivision of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0003-2689-9889
Logan G SpectorDivision of Epidemiology and Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0003-2516-0222
Nathan PankratzDepartment of Lab Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0001-5958-693X
R Stephanie HuangDepartment of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0002-9862-0368
Eiso HiyamaNatural Center for Basic Research and Development and Department of Pediatric Surgery, Hiroshima University Hospital, Hiroshima University, Hiroshima, Japan.ORCID 0000-0001-9179-5037
Jenny N PoynterDivision of Epidemiology and Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0002-8460-3938
Gail E TomlinsonDivision of Hematology and Oncology and Greehey Children's Cancer Research Institute, Department of Pediatrics, University of Texas Health Science Center at San Antonio, San Antonio, Texas.ORCID 0000-0003-2579-1833
Carolina ArmengolChildhood Liver Oncology Group, Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain.ORCID 0000-0002-4690-4027
Roland KapplerDepartment of Pediatric Surgery, Dr. von Hauner Children's Hospital, Ludwig-Maximilians-University Munich, Munich, Germany.ORCID 0000-0002-8581-2803
Michael E ScheurerDepartment of Pediatrics, Baylor College of Medicine, Houston, Texas.ORCID 0000-0002-8379-6088
Eve RomanDepartment of Health Sciences, University of York, York, United Kingdom.ORCID 0000-0001-7603-3704
Aurora CastellanoDepartment of Pediatric Hematology-Oncology and Cell and Gene Therapy, IRCCS Ospedale Pediatrico Bambino Gesù, Rome, Italy.ORCID 0000-0002-2316-4927
Michael A GrotzerDivision of Oncology and Children's Research Center, University Children's Hospital of Zurich, Zurich, Switzerland.ORCID 0000-0002-1154-2732
David S ZieglerChildren's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, Australia.ORCID 0000-0001-7451-7916
Saonli BasuDivision of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0003-1200-4546
Erin L MarcotteDivision of Epidemiology and Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0002-9630-9701
Tianzhong YangDivision of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0002-0162-7740

Funding

Biostatistics in Genetics and Genomics Training ProgramT32GM132063 · NIGMS · UNIVERSITY OF MINNESOTA · PI BASU, SAONLI, PAN, WEI · 2020 to 2024
$1.3M
NIGMS NIH HHS T32 GM132063
6 · The paper itself

Abstract

backgroundHepatoblastoma (HB) is a rare embryonal liver tumor, with an increasing global incidence that underscores the need to understand its genetic etiology.

methodsUtilizing the ancestry-matched expression quantitative loci data, we performed a HB transcriptome-wide association study (TWAS) on 4,539 Europeans, 1,047 Latinos, and 378 African Americans (∼1:10 case-control ratio). We conducted a meta-analysis of multiancestry transcriptome-wide analysis (METRO), followed by METRO-Egger sensitivity analysis and ancestry-specific gene set enrichment analyses. We further explored genes with additional evidence gathered from independent cohorts and databases.

resultsAcross the three ancestries, the discovered genes shared the same effect direction across ancestries. A meta-analysis of the three ancestries identified 28 genes significantly associated with HB risk, and 15 were nominally significant for at least two ancestries. Our post-TWAS analyses highlighted 8 genes among these 28, including OXER1 (meta-analysis P value = 7.34 × 10-6), FADS1 (P value = 4.01 × 10-6), and UGDH (P value = 5.29 × 10-8), which were expressed in fetal liver hepatoblast cells and were differentially expressed in tumor and normal tissues in an independent Japanese HB study (P values = 2.61 × 10-13, 3.62 × 10-3, and 1.95 × 10-9, respectively).

conclusionsWe pinpointed eight potential genes associated with HB using data from an ongoing multiancestry genome-wide association study. IMPACT: We conducted the largest HB TWAS to date, prompting further exploration of genes.

Indexed as

HepatoblastomaLiver NeoplasmsTranscriptomeCase-Control StudiesDelta-5 Fatty Acid DesaturaseFemaleGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMaleDelta-5 Fatty Acid Desaturase

Identifiers

PMID40465396
PMCPMC13418932

What Socratic holds

Textmetadata
LicenceTDM
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 Socratic graph.