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Genome-wide association study of 398,238 women unveils seven loci associated with high-grade serous ovarian cancer

Barnes, DR; Tyrer, JP; Dennis, J; Leslie, G; Bolla, MK; Lush, M; Aeilts, AM; ... et, al.; + view all (2025) Genome-wide association study of 398,238 women unveils seven loci associated with high-grade serous ovarian cancer. npj Genomic Medicine , 10 (1) , Article 73. 10.1038/s41525-025-00529-w. Green open access

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Abstract

Nineteen genomic regions have been associated with high-grade serous ovarian cancer (HGSOC). We meta-analyzed >22 million variants for 398,238 women from the Ovarian Cancer Association Consortium (OCAC), UK Biobank (UKBB) and Consortium of Investigators of Modifiers of BRCA1/BRCA2 (CIMBA) to identify novel HGSOC susceptibility loci. Eight novel variants were associated with HGSOC risk. An interesting discovery biologically was TP53 3’-UTR SNP rs78378222-T’s association with HGSOC (per-T-allele relative risk (RR) = 1.44, 95% CI:1.28–1.62, P = 1.76 × 10<sup>−9</sup>). Polygenic scores (PGS) were developed using OCAC and CIMBA data and trained on FinnGen data. The optimal PGS included 64,518 variants and was associated with an odds ratio of 1.46 (95% CI:1.37–1.54) per standard deviation when validated in the UKBB. This study represents the largest HGSOC GWAS to date – demonstrating that improvements in imputation reference panels and increased sample sizes help to identify HGSOC associated variants that previously went undetected, ultimately improving PGS which can improve personalized HGSOC risk prediction.

Type: Article
Title: Genome-wide association study of 398,238 women unveils seven loci associated with high-grade serous ovarian cancer
Location: England
Open access status: An open access version is available from UCL Discovery
DOI: 10.1038/s41525-025-00529-w
Publisher version: https://doi.org/10.1038/s41525-025-00529-w
Language: English
Additional information: © 2026 Springer Nature Limited. This article is licensed under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/).
UCL classification: UCL
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > UCL EGA Institute for Womens Health
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > Inst of Clinical Trials and Methodology
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > Inst of Clinical Trials and Methodology > MRC Clinical Trials Unit at UCL
URI: https://discovery.ucl.ac.uk/id/eprint/10219714
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