Back to Search Start Over

Context-aware single-cell multiomics approach identifies cell-type-specific lung cancer susceptibility genes.

Authors :
Long, Erping
Yin, Jinhu
Shin, Ju Hye
Li, Yuyan
Li, Bolun
Kane, Alexander
Patel, Harsh
Sun, Xinti
Wang, Cong
Luong, Thong
Xia, Jun
Han, Younghun
Byun, Jinyoung
Zhang, Tongwu
Zhao, Wei
Landi, Maria Teresa
Rothman, Nathaniel
Lan, Qing
Chang, Yoon Soo
Yu, Fulong
Source :
Nature Communications; 9/12/2024, Vol. 15 Issue 1, p1-16, 16p
Publication Year :
2024

Abstract

Genome-wide association studies (GWAS) identified over fifty loci associated with lung cancer risk. However, underlying mechanisms and target genes are largely unknown, as most risk-associated variants might regulate gene expression in a context-specific manner. Here, we generate a barcode-shared transcriptome and chromatin accessibility map of 117,911 human lung cells from age/sex-matched ever- and never-smokers to profile context-specific gene regulation. Identified candidate cis-regulatory elements (cCREs) are largely cell type-specific, with 37% detected in one cell type. Colocalization of lung cancer candidate causal variants (CCVs) with these cCREs combined with transcription factor footprinting prioritize the variants for 68% of the GWAS loci. CCV-colocalization and trait relevance score indicate that epithelial and immune cell categories, including rare cell types, contribute to lung cancer susceptibility the most. A multi-level cCRE-gene linking system identifies candidate susceptibility genes from 57% of the loci, where most loci display cell-category-specific target genes, suggesting context-specific susceptibility gene function. Multiple genetic loci are associated with lung cancer risk, but the underlying genetic mechanisms remain poorly understood. Here, the authors perform single-cell RNA-seq and ATAC-seq analyses of lung cells from ever- and never-smokers; they report candidate cis-regulatory elements that colocalise with candidate causal variants in lung cancer risk loci and potential susceptibility genes. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20411723
Volume :
15
Issue :
1
Database :
Complementary Index
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
179604332
Full Text :
https://doi.org/10.1038/s41467-024-52356-9