ArticleGenome medicine2021
Rare variant analysis of 4241 pulmonary arterial hypertension cases from an international consortium implicates FBLN2, PDGFD, and rare de novo variants in PAH.
Article in Genome medicine, 2021. 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 58 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
58 citing papers in PubMed, 83 citations in OpenAlex.
- Germline and somatic variants in DNMT3A and other clonal haematopoiesis of indeterminate potential genes contribute to pulmonary arterial hypertension.European heart journal · 2026Article
- Genetic Determinants of Pulmonary Artery Size in over 50,000 Subjects with and without COPD.medRxiv : the preprint server for health sciences · 2026Article
- Excessive postnatal smooth muscle differentiation in a lung-specific model of TBX4-related pulmonary hypertension.JCI insight · 2026Article
- Molecular-Genetic Basis of Pulmonary Arterial Hypertension (PAH).Current issues in molecular biology · 2026Review
- Article
- Fibulin 2 Deficiency Drives Epigenetic Hypertension.Hypertension (Dallas, Tex. : 1979) · 2026Article
- Heritable pulmonary arterial hypertension: new genetic findings and environmental triggers.Scientific reports · 2026Article
- Precision medicine and personalized nursing in cardiovascular disease: clinical applications and frontier developments.Frontiers in cardiovascular medicine · 2026Review
- Identification of Novel Susceptibility Genes for Early-Onset Colorectal Cancer Through Germline Rare Variant Burden Testing.Cancers · 2025Article
- Late Onset Pulmonary Arterial Hypertension Associated With Features of Pulmonary Veno-Occlusive Disease and Rare Heterozygous Variants ofPulmonary circulation · 2025Article
- Exploring the Impact of Platelet-Derived Growth Factor D in Pulmonary Hypertension Development.Pulmonary circulation · 2025Article
- Substance P Promotes Pulmonary Hypertension by Inducing Fibulin-2 Methylation to Regulate β-Catenin.Pulmonary circulation · 2025Article
- BMP9 regulates the endothelial secretome to drive pulmonary hypertension.bioRxiv : the preprint server for biology · 2025Article
- Systematic Exploration of Potential Druggable Genes for Ischemic Stroke Employing Genome-Wide Mendelian Randomization Analysis.Brain and behavior · 2025Article
- Why some and not others? Understanding vascular phenotypes in genetic developmental lung diseases.Current opinion in pediatrics · 2025Review
- Molecular Pathogenesis of Connective Tissue Disease-Associated Pulmonary Arterial Hypertension: A Narrative Review.Biomolecules · 2025Review
- Review
- Mechanisms and treatment of pulmonary arterial hypertension.Nature reviews. Cardiology · 2025Review
- High Shear Stress Reduces ERG Causing Endothelial-Mesenchymal Transition and Pulmonary Arterial Hypertension.Arteriosclerosis, thrombosis, and vascular biology · 2025Article
- Precision Medicine for Pulmonary Vascular Disease: The Future Is Now (2023 Grover Conference Series).Pulmonary circulation · 2025Article
Corrections and comments
- Erratum issued
Authors and funding
29 authors at 12 institutions in 3 countries.
Funding
Abstract
backgroundPulmonary arterial hypertension (PAH) is a lethal vasculopathy characterized by pathogenic remodeling of pulmonary arterioles leading to increased pulmonary pressures, right ventricular hypertrophy, and heart failure. PAH can be associated with other diseases (APAH: connective tissue diseases, congenital heart disease, and others) but often the etiology is idiopathic (IPAH). Mutations in bone morphogenetic protein receptor 2 (BMPR2) are the cause of most heritable cases but the vast majority of other cases are genetically undefined.
methodsTo identify new risk genes, we utilized an international consortium of 4241 PAH cases with exome or genome sequencing data from the National Biological Sample and Data Repository for PAH, Columbia University Irving Medical Center, and the UK NIHR BioResource - Rare Diseases Study. The strength of this combined cohort is a doubling of the number of IPAH cases compared to either national cohort alone. We identified protein-coding variants and performed rare variant association analyses in unrelated participants of European ancestry, including 1647 IPAH cases and 18,819 controls. We also analyzed de novo variants in 124 pediatric trios enriched for IPAH and APAH-CHD.
resultsSeven genes with rare deleterious variants were associated with IPAH with false discovery rate smaller than 0.1: three known genes (BMPR2, GDF2, and TBX4), two recently identified candidate genes (SOX17, KDR), and two new candidate genes (fibulin 2, FBLN2; platelet-derived growth factor D, PDGFD). The new genes were identified based solely on rare deleterious missense variants, a variant type that could not be adequately assessed in either cohort alone. The candidate genes exhibit expression patterns in lung and heart similar to that of known PAH risk genes, and most variants occur in conserved protein domains. For pediatric PAH, predicted deleterious de novo variants exhibited a significant burden compared to the background mutation rate (2.45×, p = 2.5e-5). At least eight novel pediatric candidate genes carrying de novo variants have plausible roles in lung/heart development.
conclusionsRare variant analysis of a large international consortium identified two new candidate genes-FBLN2 and PDGFD. The new genes have known functions in vasculogenesis and remodeling. Trio analysis predicted that ~ 15% of pediatric IPAH may be explained by de novo variants.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.