ArticleThe Lancet. Respiratory medicine2015
Molecular mechanisms underlying variations in lung function: a systems genetics analysis.
Article in The Lancet. Respiratory medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 39 papers, 2 of them syntheses that pooled it.
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Who cites it
39 citing papers in PubMed, 2 syntheses or guidelines pooled it, 82 citations in OpenAlex.
- The landscape of the methodology in drug repurposing using human genomic data: a systematic review.Briefings in bioinformatics · 2024Pooled it
- Multiethnic meta-analysis identifies ancestry-specific and cross-ancestry loci for pulmonary function.Nature communications · 2018Pooled it
- The genetics of smoking in individuals with chronic obstructive pulmonary disease.Respiratory research · 2018Trial
- Functional interactors of three genome-wide association study genes are differentially expressed in severe chronic obstructive pulmonary disease lung tissue.Scientific reports · 2017Trial
- Radiomic analysis of computed tomography scans in COPD patients relates to different clinical and biological features, and identifies different lung function trajectories during follow-up.ERJ open research · 2026Article
- Sex-specific transcriptome similarity networks elucidate comorbidity relationships.Communications medicine · 2025Article
- Role of Lung Function, Chronic Obstructive Pulmonary Disease on Hearing Impairment: Evidence for Causal Effects and Clinical Implications.Audiology research · 2025Article
- Characterisation of a COPD-associated nephronectin (The European respiratory journal · 2025Article
- Lung Tissue Multilayer Network Analysis Uncovers the Molecular Heterogeneity of Chronic Obstructive Pulmonary Disease.American journal of respiratory and critical care medicine · 2024Article
- Tobacco and COPD: presenting the World Health Organization (WHO) Tobacco Knowledge Summary.Respiratory research · 2024Review
- Molecular Characterization of the Distal Lung: Novel Insights from Chronic Obstructive Pulmonary Disease Omics.American journal of respiratory and critical care medicine · 2024Article
- Genetic Variants in the Adhesive G Protein-Coupled Receptor ADGRG6 are Associated with Increased Susceptibility to COPD in the Elderly Han Chinese Population of Southern China.International journal of chronic obstructive pulmonary disease · 2024Article
- Remote regulation of rs80245547 and rs72673891 mediated by transcription factors C-Jun and CREB1 affectiScience · 2023Article
- Dynamic analysis of gene signatures in the progression of COPD.ERJ open research · 2023Article
- Proteome-wide Mendelian randomization implicates nephronectin as an actionable mediator of the effect of obesity on COVID-19 severity.Nature metabolism · 2023Article
- Multi-omic association study identifies DNA methylation-mediated genotype and smoking exposure effects on lung function in children living in urban settings.PLoS genetics · 2023Article
- Air pollution as an early determinant of COPD.European respiratory review : an official journal of the European Respiratory Society · 2022Review
- Hedgehog Signaling as a Therapeutic Target for Airway Remodeling and Inflammation in Allergic Asthma.Cells · 2022Article
- Estimation of total mediation effect for high-dimensional omics mediators.BMC bioinformatics · 2021Article
- Low Baseline Pulmonary Levels of Cytotoxic Lymphocytes as a Predisposing Risk Factor for Severe COVID-19.mSystems · 2020Article
Corrections and comments
- Commented on by
- Erratum issuedCorrections.2015
Authors and funding
46 authors at 20 institutions in 10 countries.
Funding
Abstract
backgroundLung function measures reflect the physiological state of the lung, and are essential to the diagnosis of chronic obstructive pulmonary disease (COPD). The SpiroMeta-CHARGE consortium undertook the largest genome-wide association study (GWAS) so far (n=48,201) for forced expiratory volume in 1 s (FEV1) and the ratio of FEV1 to forced vital capacity (FEV1/FVC) in the general population. The lung expression quantitative trait loci (eQTLs) study mapped the genetic architecture of gene expression in lung tissue from 1111 individuals. We used a systems genetics approach to identify single nucleotide polymorphisms (SNPs) associated with lung function that act as eQTLs and change the level of expression of their target genes in lung tissue; termed eSNPs.
methodsThe SpiroMeta-CHARGE GWAS results were integrated with lung eQTLs to map eSNPs and the genes and pathways underlying the associations in lung tissue. For comparison, a similar analysis was done in peripheral blood. The lung mRNA expression levels of the eSNP-regulated genes were tested for associations with lung function measures in 727 individuals. Additional analyses identified the pleiotropic effects of eSNPs from the published GWAS catalogue, and mapped enrichment in regulatory regions from the ENCODE project. Finally, the Connectivity Map database was used to identify potential therapeutics in silico that could reverse the COPD lung tissue gene signature.
findingsSNPs associated with lung function measures were more likely to be eQTLs and vice versa. The integration mapped the specific genes underlying the GWAS signals in lung tissue. The eSNP-regulated genes were enriched for developmental and inflammatory pathways; by comparison, SNPs associated with lung function that were eQTLs in blood, but not in lung, were only involved in inflammatory pathways. Lung function eSNPs were enriched for regulatory elements and were over-represented among genes showing differential expression during fetal lung development. An mRNA gene expression signature for COPD was identified in lung tissue and compared with the Connectivity Map. This in-silico drug repurposing approach suggested several compounds that reverse the COPD gene expression signature, including a nicotine receptor antagonist. These findings represent novel therapeutic pathways for COPD.
interpretationThe system genetics approach identified lung tissue genes driving the variation in lung function and susceptibility to COPD. The identification of these genes and the pathways in which they are enriched is essential to understand the pathophysiology of airway obstruction and to identify novel therapeutic targets and biomarkers for COPD, including drugs that reverse the COPD gene signature in silico.
fundingThe research reported in this article was not specifically funded by any agency. See Acknowledgments for a full list of funders of the lung eQTL study and the Spiro-Meta CHARGE GWAS.
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