» Articles » PMID: 35882562

GWAS Meta-analysis of 16 790 Patients with Barrett's Oesophagus and Oesophageal Adenocarcinoma Identifies 16 Novel Genetic Risk Loci and Provides Insights into Disease Aetiology Beyond the Single Marker Level

Abstract

Objective: Oesophageal cancer (EC) is the sixth leading cause of cancer-related deaths. Oesophageal adenocarcinoma (EA), with Barrett's oesophagus (BE) as a precursor lesion, is the most prevalent EC subtype in the Western world. This study aims to contribute to better understand the genetic causes of BE/EA by leveraging genome wide association studies (GWAS), genetic correlation analyses and polygenic risk modelling.

Design: We combined data from previous GWAS with new cohorts, increasing the sample size to 16 790 BE/EA cases and 32 476 controls. We also carried out a transcriptome wide association study (TWAS) using expression data from disease-relevant tissues to identify BE/EA candidate genes. To investigate the relationship with reported BE/EA risk factors, a linkage disequilibrium score regression (LDSR) analysis was performed. BE/EA risk models were developed combining clinical/lifestyle risk factors with polygenic risk scores (PRS) derived from the GWAS meta-analysis.

Results: The GWAS meta-analysis identified 27 BE and/or EA risk loci, 11 of which were novel. The TWAS identified promising BE/EA candidate genes at seven GWAS loci and at five additional risk loci. The LDSR analysis led to the identification of novel genetic correlations and pointed to differences in BE and EA aetiology. Gastro-oesophageal reflux disease appeared to contribute stronger to the metaplastic BE transformation than to EA development. Finally, combining PRS with BE/EA risk factors improved the performance of the risk models.

Conclusion: Our findings provide further insights into BE/EA aetiology and its relationship to risk factors. The results lay the foundation for future follow-up studies to identify underlying disease mechanisms and improving risk prediction.

Citing Articles

Unraveling the pathogenesis of Barrett's esophagus and esophageal adenocarcinoma: the "omics" era.

Barchi A, DellAnna G, Massimino L, Mandarino F, Vespa E, Viale E Front Oncol. 2025; 14:1458138.

PMID: 39950103 PMC: 11821489. DOI: 10.3389/fonc.2024.1458138.


Biologically targeted discovery-replication scan identifies G×G interaction in relation to risk of Barrett's esophagus and esophageal adenocarcinoma.

Yan L, He Q, Verma S, Zhang X, Giel A, Maj C HGG Adv. 2025; 6(2):100399.

PMID: 39755942 PMC: 11815673. DOI: 10.1016/j.xhgg.2025.100399.


Uncovering key genes and molecular mechanisms of dendritic cell dysfunction in Esophageal Cancer: implications for Novel Diagnostic and therapeutic strategies.

Li Y, Zeng J, Yu C, Shen W, Xi Y Discov Oncol. 2024; 15(1):790.

PMID: 39692816 PMC: 11655908. DOI: 10.1007/s12672-024-01620-x.


The Identification of RPL4 as a Hub Gene Associated with Goat Litter Size via Weighted Gene Co-Expression Network Analysis.

Zhang Z, Tang X, Li D, Tong X, Min L, Chen W Animals (Basel). 2024; 14(10).

PMID: 38791687 PMC: 11117213. DOI: 10.3390/ani14101470.


The role of SWI/SNF complexes in digestive system neoplasms.

Liang H, Zheng X, Zhang X, Zhang Y, Zheng J Med Oncol. 2024; 41(5):119.

PMID: 38630164 DOI: 10.1007/s12032-024-02343-3.