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Multiancestry Transcriptome-Wide Association Study Identifies Candidate Genes Associated with Hepatoblastoma
Tiankai Xie1, Josey C Sorenson1, Logan G Spector2
1Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, Minnesota.
This study identified eight potential genes linked to hepatoblastoma (HB) risk through a large, multi-ancestry transcriptome-wide association study (TWAS). These findings advance our understanding of the genetic causes of this rare embryonic liver cancer.
Area of Science:
- Genetics
- Oncology
- Molecular Biology
Background:
- Hepatoblastoma (HB) is a rare embryonic liver tumor with rising global incidence.
- Understanding the genetic factors contributing to HB is crucial due to its increasing prevalence.
Purpose of the Study:
- To conduct the largest transcriptome-wide association study (TWAS) for hepatoblastoma (HB) to date.
- To identify novel genetic risk factors associated with HB across diverse ancestries.
Main Methods:
- A meta-analysis of multiancestry TWAS (METRO) was performed on European, Latino, and African American cohorts.
- Expression quantitative loci (eQTL) data and independent cohorts were utilized for gene exploration.
- Ancestry-specific gene set enrichment analyses and METRO-Egger sensitivity analyses were conducted.
Main Results:
- A meta-analysis identified 28 genes significantly associated with HB risk, with 15 showing nominal significance in at least two ancestries.
- Eight key genes, including OXER1, FADS1, and UGDH, were highlighted.
- These identified genes were expressed in fetal liver cells and showed differential expression in HB tumor tissues.
Conclusions:
- Eight potential genes associated with HB risk were pinpointed using multiancestry genome-wide association study data.
- This study represents the largest HB TWAS, providing a foundation for further genetic investigations into HB etiology.
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