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

Authors :
Erping Long
Jinhu Yin
Ju Hye Shin
Yuyan Li
Bolun Li
Alexander Kane
Harsh Patel
Xinti Sun
Cong Wang
Thong Luong
Jun Xia
Younghun Han
Jinyoung Byun
Tongwu Zhang
Wei Zhao
Maria Teresa Landi
Nathaniel Rothman
Qing Lan
Yoon Soo Chang
Fulong Yu
Christopher I. Amos
Jianxin Shi
Jin Gu Lee
Eun Young Kim
Jiyeon Choi
Source :
Nature Communications, Vol 15, Iss 1, Pp 1-16 (2024)
Publication Year :
2024
Publisher :
Nature Portfolio, 2024.

Abstract

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.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
15
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.8946b388f1b4930819dd2bcbe00021c
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-024-52356-9