ArticleAmerican journal of human genetics2024
High-throughput characterization of functional variants highlights heterogeneity and polygenicity underlying lung cancer susceptibility.
Article in American journal of human genetics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 2 of them syntheses that pooled it.
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Who cites it
13 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Genetic landscape and functional exploration of kidney cancer predisposition in cross-ancestral populations.Nature communications · 2026Pooled it
- Circulating proteins associated with histological subtypes of lung cancer from genetic and population-based perspectives.PLoS genetics · 2025Pooled it
- Functional genomic analysis reveals HAVCR1 as the key regulator of 5q33.3 locus linked to hyperlipidemia.HGG advances · 2026Article
- Article
- Single-cell lung eQTL dataset of Asian never-smokers highlights the roles of alveolar cells in lung cancer etiology.bioRxiv : the preprint server for biology · 2026Article
- Integrative screening identifies functional variants and VNTRs underlying GWAS signals at the 5p15.33 multi-cancer susceptibility locus.medRxiv : the preprint server for health sciences · 2026Article
- Article
- Update on the genetics of allergic diseases.The Journal of allergy and clinical immunology · 2025Review
- [A Prospective Cohort Study on Soy Product Intake and the Risk of Lung Cancer Based on Shanghai Suburban Adult Cohort and Biobank].Zhongguo fei ai za zhi = Chinese journal of lung cancer · 2025Article
- An evolving understanding of multiple causal variants underlying genetic association signals.American journal of human genetics · 2025Review
- A-to-I-edited miR-1251-5p restrains tumor growth and metastasis in lung adenocarcinoma through regulating TCF7-mediated Wnt signaling pathway.Discover oncology · 2024Article
- Context-aware single-cell multiomics approach identifies cell-type-specific lung cancer susceptibility genes.Nature communications · 2024Article
- MTHFR rs1801131 GG Genotype Combined with Serum LDH Level Predicts Lung Adenocarcinoma Susceptibility and Poor Prognosis in Guangxi Zhuang Population.Cancer control : journal of the Moffitt Cancer CenterArticle
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Authors and funding
17 authors.
Funding
Abstract
Genome-wide association studies (GWASs) have identified numerous lung cancer risk-associated loci. However, decoding molecular mechanisms of these associations is challenging since most of these genetic variants are non-protein-coding with unknown function. Here, we implemented massively parallel reporter assays (MPRAs) to simultaneously measure the allelic transcriptional activity of risk-associated variants. We tested 2,245 variants at 42 loci from 3 recent GWASs in East Asian and European populations in the context of two major lung cancer histological types and exposure to benzo(a)pyrene. This MPRA approach identified one or more variants (median 11 variants) with significant effects on transcriptional activity at 88% of GWAS loci. Multimodal integration of lung-specific epigenomic data demonstrated that 63% of the loci harbored multiple potentially functional variants in linkage disequilibrium. While 22% of the significant variants showed allelic effects in both A549 (adenocarcinoma) and H520 (squamous cell carcinoma) cell lines, a subset of the functional variants displayed a significant cell-type interaction. Transcription factor analyses nominated potential regulators of the functional variants, including those with cell-type-specific expression and those predicted to bind multiple potentially functional variants across the GWAS loci. Linking functional variants to target genes based on four complementary approaches identified candidate susceptibility genes, including those affecting lung cancer cell growth. CRISPR interference of the top functional variant at 20q13.33 validated variant-to-gene connections, including RTEL1, SOX18, and ARFRP1. Our data provide a comprehensive functional analysis of lung cancer GWAS loci and help elucidate the molecular basis of heterogeneity and polygenicity underlying lung cancer susceptibility.
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