Multi-ancestry transcriptome-wide association studies uncover insights into breast cancer genetics and biology

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Authors: Jie Ping, Guochong Jia, Qiuyin Cai, Xingyi Guo, Jifeng Wang, Ran Tao, Bingshan Li, Joshua A. Bauer, Yuhan Xie, Stefan Ambs, Mollie E. Barnard, Yu Chen
+56 more Ji-Yeob Choi, Yu-Tang Gao, Montserrat García‐Closas, Jian Gu, Jennifer J. Hu, Motoki Iwasaki, Esther M. John, Sun‐Seog Kweon, Christopher I. Li, Koichi Matsuda, Keitaro MATSUO, Katherine L. Nathanson, Barbara Nemesure, Olufunmilayo I. Olopade, Tuya Pal, Sue K. Park, Boyoung Park, Michael F. Press, Maureen Sanderson, Dale P. Sandler, Song Yao, Ying Zheng, Thomas Ahearn, Abenaa M. Brewster, Adeyinka Falusi, Anselm J. M. Hennis, Hidemi ITO, Michiaki Kubo, Eun-Sook Lee, Timothy Makumbi, Berthe SE Mapoko, Dong-Young Noh, Katie M. O’Brien, Oladosu Ojengbede, Andrew F. Olshan, Min‐Ho Park, Sonya Reid, Taiki Yamaji, Gary Zirpoli, Eboneé N. Butler, Maosheng Huang, Siew‐Kee Low, John Obafunwa, Clarice Ring Weinberg, Haoyu Zhang, Hongyu Zhao, Christine B. Ambrosone, Michelle L. Cote, Dezheng Huo, Christopher A. Haiman, Daehee Kang, Julie R. Palmer, Melissa A. Troester, Xiao-Ou Shu, Jirong Long, Wei Zheng
Cited by: 1
References: 59

Abstract

Genome-wide association studies (GWAS) have identified over 200 genetic risk loci for breast cancer, yet their target genes remain largely unknown. We conduct multi-ancestry transcriptome-wide association studies (TWAS) to discover potential breast cancer susceptibility genes. We develop ancestry-specific genetic models to predict levels of gene expression, alternative splicing, and 3’ UTR alternative polyadenylation using genomic and transcriptomic data from 652 normal female tissue samples and apply these models to GWAS data of 178,534 cases and 248,300 controls for association analyses. We identify 290 genes associated with breast cancer risk, including 103 previously unreported and 46 not located at known GWAS loci, and 39 genes show distinct associations with breast cancer risk by estrogen-receptor status. Single-cell RNA sequencing and in vitro experiment data provide additional functional evidence for 169 genes. These genes are enriched in pathways implicated in breast carcinogenesis. Our study uncovers insights into breast cancer genetics and biology. Genome-wide association studies (GWAS) have identified over 200 genetic risk loci for breast cancer, but the target genes in these loci remain largely unknown. Here, the authors conduct multi-ancestry transcriptome-wide association studies to discover potential breast cancer susceptibility genes, which are further explored with single-cell sequencing and in vitro experiments.

Fields of Study & Subjects

Genetic Associations and Epidemiology BRCA gene mutations in cancer Genomic variations and chromosomal abnormalities

Publication details

Journal / source
Nature Communications
Publisher
Springer Science and Business Media LLC
Volume
17
Issue
1
Publication date
30 May 2026
Language
EN