European Respiratory JournalGenetic & Genomic MedicinePeer-reviewed journal article
Genome-wide association study of Idiopathic Pulmonary Fibrosis susceptibility using clinically-curated European-ancestry datasets
Daniel ChiniD, Tamara Hernández-BeeftinkiD, Lauren J. DonoghueiD, Beatriz Guillén‐GuíoiD, Olivia C. LeavyiD, Ayodeji AdegunsoyeiD, Helen Booth, CleanUP-IPF Investigators of the Pulmonary Trials Cooperative, William A. FahyiD, Tasha E. FingerliniD, Bibek GooptuiD, Ian P. HalliD, Simon Paul HartiD, Mike R. Hill, Nik HiraniiD, Simon R. JohnsoniD, Naftali KaminskiiD, Jose Miguel Lorenzo-SalazariD, Shwu‐Fan MaiD, Robin J. McAnultyiD, Mark I. McCarthyiD, Amy Stockwell, Toby M. MaheriD, Ann Millar, Philip L. MolyneauxiD, , Louise V. WainiD
Abstract
BackgroundIdiopathic pulmonary fibrosis (IPF) is a rare, incurable lung disease with a median survival of 3-5 years after diagnosis. Treatment options are limited. Genetic association studies can identify new genes involved in disease that might represent potential new drug targets, and it has been shown that drug targets with support from genetic studies are more likely to be successful in clinical development. Previous genome-wide association studies (GWAS) of IPF susceptibility have identified more than 20 signals implicating genes involved in multiple mechanisms, including telomere dysfunction, cell-cell adhesion, host defence immunity, various signalling pathways and, more recently, mitotic spindle assembly complex. AimTo leverage new datasets and genotype imputation to discover further genes involved in development of IPF that could yield new pathobiological avenues for exploration and to guide future drug target discovery. MethodsWe conducted a GWAS of IPF susceptibility including seven IPF case-control studies comprising 5,159 IPF cases and 27,459 controls of European ancestry, where IPF diagnosis was made by a respiratory clinician according to international guidelines. Genotypes were obtained from Whole Genome Sequencing (WGS) or from array-based imputation to the TOPMed WGS reference panel. New signals were replicated in independent biobanks with IPF defined using Electronic Healthcare Records. Bayesian fine-mapping was performed to identify the most likely causal variant(s) and bioinformatic investigation undertaken to map associated variants to putative causal genes. ResultsWe identified three novel genetic signals of association with IPF susceptibility. Genes prioritised by functional evidence at these signals included MUC1, which encodes a large transmembrane glycoprotein and known biomarker of lung fibrosis, and NTN4 encoding Netrin-4 whose known roles include angiogenesis. The third signal may map to SLC6A6, a taurine and beta-alanine transporter gene, previously implicated in retinal, cardiac and kidney dysfunction. ConclusionOur study has identified new associations not previously identified by previous large biobank-based studies thereby highlighting the value of utilising clinically-curated IPF case-control studies, and new genotype imputation. We present new evidence for disease-driving roles of MUC1 and of endothelial cell and vascular changes in IPF.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 11
- FWCI
- 43.01
- Field percentile
- top 1%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Genome-wide association study of susceptibility to idiopathic pulmonary fibrosis
Richard J. Allen, Beatriz Guillén‐Guío, … Louise V. Wain·American Journal of Respiratory and Critical Care MedicinePeer-reviewed·Nov 11, 2019
- Integrative Analyses Reveal Novel Disease-associated Loci and Genes for Idiopathic Pulmonary Fibrosis
Ming Chen, Yiliang Zhang, … Hongyu Zhao·ThoraxPeer-reviewed·Oct 10, 2022
- Genome-wide association study across five cohorts identifies five novel loci associated with idiopathic pulmonary fibrosis
Richard J. Allen, Amy Stockwell, … Louise V. Wain·ThoraxPeer-reviewed·Jun 10, 2022
- Genetic landscape of idiopathic pulmonary fibrosis: A systematic review, meta-analysis and epidemiological evidence of case-control studies
Pooja Singh, Debleena Guin, … Ritushree Kukreti·medRxiv·May 18, 2023
- Contribution of dominant and recessive model effects to the genetic architecture of Idiopathic Pulmonary Fibrosis
Tamara Hernández-Beeftink, Lauren J. Donoghue, … Louise V. Wain·medRxiv·Feb 19, 2026
- PCSK6 and Survival in Idiopathic Pulmonary Fibrosis
Justin M. Oldham, Richard J. Allen, … Imre Noth·American Journal of Respiratory and Critical Care MedicinePeer-reviewed·Feb 13, 2023