ArticleRespiratory research2014
The association of plasma biomarkers with computed tomography-assessed emphysema phenotypes.
Article in Respiratory research, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 4 of them syntheses that pooled it.
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Who cites it
46 citing papers in PubMed, 4 syntheses or guidelines pooled it, 72 citations in OpenAlex.
- Soluble receptor for advanced glycation end products (sRAGE) as a biomarker of COPD.Respiratory research · 2021Pooled it
- Receptor for advanced glycation end-products and environmental exposure related obstructive airways disease: a systematic review.European respiratory review : an official journal of the European Respiratory Society · 2019Pooled it
- Systematic Review and Meta-Analysis Confirms Significant Contribution of Surfactant Protein D in Chronic Obstructive Pulmonary Disease.Frontiers in genetics · 2019Pooled it
- Common Genetic Polymorphisms Influence Blood Biomarker Measurements in COPD.PLoS genetics · 2016Pooled it
- Biomarkers Predictive of Exacerbations in the SPIROMICS and COPDGene Cohorts.American journal of respiratory and critical care medicine · 2017Trial
- A self-supervised framework for emphysema anomaly detection and staging in computed tomography scans.Patterns (New York, N.Y.) · 2026Article
- Integrative multi-omic analyses identify major axes of heterogeneity in chronic obstructive pulmonary disease and uncover their molecular contributors.medRxiv : the preprint server for health sciences · 2026Article
- Proteomic discovery analysis of quantitatively assessed emphysema in the general population. The MESA Lung Study.Respiratory research · 2025Article
- Identifying chronic obstructive pulmonary disease subtypes using multi-trait genetics.EBioMedicine · 2025Article
- Lung Transcriptomics Link Emphysema to Barrier Dysfunction and Macrophage Subpopulations.American journal of respiratory and critical care medicine · 2025Article
- Circulating biomarkers of airflow limitation across the life span.The Journal of allergy and clinical immunology · 2024Article
- Breathing new life into the study of COPD with genes identified from genome-wide association studies.European respiratory review : an official journal of the European Respiratory Society · 2024Review
- Blood-based Transcriptomic and Proteomic Biomarkers of Emphysema.American journal of respiratory and critical care medicine · 2024Article
- sJIVE: Supervised Joint and Individual Variation Explained.Computational statistics & data analysis · 2022Article
- Clustering-based COPD subtypes have distinct longitudinal outcomes and multi-omics biomarkers.BMJ open respiratory research · 2022Observational
- Soluble RAGE in COPD, with or without coexisting obstructive sleep apnoea.Respiratory research · 2022Article
- Association of air pollution exposure with exercise-induced oxygen desaturation in COPD.Respiratory research · 2022Article
- Association between plasma sRAGE and emphysema according to the genotypes of AGER gene.BMC pulmonary medicine · 2022Article
- Plasma sRAGE levels strongly associate with centrilobular emphysema assessed by HRCT scans.Respiratory research · 2022Article
- Sex and Gender Omic Biomarkers in Men and Women With COPD: Considerations for Precision Medicine.Chest · 2021Review
Corrections and comments
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Authors and funding
14 authors at 9 institutions in 2 countries.
Funding
Abstract
rationaleChronic obstructive pulmonary disease (COPD) is a phenotypically heterogeneous disease. In COPD, the presence of emphysema is associated with increased mortality and risk of lung cancer. High resolution computed tomography (HRCT) scans are useful in quantifying emphysema but are associated with radiation exposure and high incidence of false positive findings (i.e., nodules). Using a comprehensive biomarker panel, we sought to determine if there was a peripheral blood biomarker signature of emphysema.
methods114 plasma biomarkers were measured using a custom assay in 588 individuals enrolled in the COPDGene study. Quantitative emphysema measurements included percent low lung attenuation (%LAA) ≤ -950 HU, ≤ - 910 HU and mean lung attenuation at the 15th percentile on lung attenuation curve (LP15A). Multiple regression analysis was performed to determine plasma biomarkers associated with emphysema independent of covariates age, gender, smoking status, body mass index and FEV1. The findings were subsequently validated using baseline blood samples from a separate cohort of 388 subjects enrolled in the Treatment of Emphysema with a Selective Retinoid Agonist (TESRA) study.
resultsRegression analysis identified multiple biomarkers associated with CT-assessed emphysema in COPDGene, including advanced glycosylation end-products receptor (AGER or RAGE, p < 0.001), intercellular adhesion molecule 1 (ICAM, p < 0.001), and chemokine ligand 20 (CCL20, p < 0.001). Validation in the TESRA cohort revealed significant associations with RAGE, ICAM1, and CCL20 with radiologic emphysema (p < 0.001 after meta-analysis). Other biomarkers that were associated with emphysema include CDH1, CDH 13 and SERPINA7, but were not available for validation in the TESRA study. Receiver operating characteristics analysis demonstrated a benefit of adding a biomarker panel to clinical covariates for detecting emphysema, especially in those without severe airflow limitation (AUC 0.85).
conclusionsOur findings, suggest that a panel of blood biomarkers including sRAGE, ICAM1 and CCL20 may serve as a useful surrogate measure of emphysema, and when combined with clinical covariates, may be useful clinically in predicting the presence of emphysema compared to just using covariates alone, especially in those with less severe COPD. Ultimately biomarkers may shed light on disease pathogenesis, providing targets for new treatments.
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Registered trials
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