ArticleRespiratory research2023
Proteomics and metabolomics profiling reveal panels of circulating diagnostic biomarkers and molecular subtypes in stable COPD.
Article in Respiratory research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.
- Evaluation of common protein biomarkers involved in the pathogenesis of respiratory diseases with proteomic methods: A systematic review.Immunity, inflammation and disease · 2023Pooled it
- Geometric and quantum kernel methods for predicting skeletal muscle outcomes in experimental chronic obstructive pulmonary disease.Scientific reports · 2026Article
- Proteo-metabolomic insights into the progression of chronic obstructive pulmonary disease and lung function decline.Respiratory research · 2026Article
- Joint clinical and molecular subtyping of COPD with variational autoencoders.Nature communications · 2026Article
- Regenerative therapeutics for chronic obstructive pulmonary disease.Pharmacological reviews · 2026Review
- Clinical peptidomics for respiratory diseases: matrices, workflows, and translation towards treatable traits, with a focus on COPD.Clinical proteomics · 2026Review
- Biochemical and Biotechnological Approaches to Disease Diagnosis and Therapeutics: A Comprehensive Review.Cureus · 2026Review
- Integrated multi-omics identifies CRP as a prognostic biomarker and reveals complement consumption in HIV-associated AECOPD.Frontiers in immunology · 2026Article
- Multi-omics to study chronic respiratory diseases and viral infections.European respiratory review : an official journal of the European Respiratory Society · 2026Review
- Metabolomics- and Proteomics-Based Disease Diagnostic Classifier Model for the Prediction and Diagnosis of Colorectal Carcinoma.Journal of proteome research · 2025Article
- Correlation between the body roundness index and chronic obstructive pulmonary disease: a cross-sectional analysis.Frontiers in nutrition · 2025Article
- From metabolic alterations to chronic inflammation: mechanisms and immunoregulation of metabolic reprogramming in COPD.Frontiers in immunology · 2025Review
- Identification of potential biomarkers and pathways involved in high-altitude pulmonary edema using GC-MS and LC-MS metabolomic methods.Scientific reports · 2024Article
- Article
- Pathophysiology and genomics of bronchiectasis.European respiratory review : an official journal of the European Respiratory Society · 2024Review
- One-pot method for preparing DNA, RNA, and protein for multiomics analysis.Communications biology · 2024Article
- Exploring the novel duo of Reticulocalbin, and Sideroflexin as future biomarker candidates for Exacerbated Chronic Obstructive Pulmonary Disease.Clinical proteomics · 2024Article
- Exploring the potential role of microbiota and metabolites in acute exacerbation of chronic obstructive pulmonary disease.Frontiers in microbiology · 2024Article
- Characterizing the urinary proteome of prematurity-associated lung disease in school-aged children.Respiratory research · 2023Article
- Chewing the fat: How lipidomics is changing our understanding of human health and disease in 2022.Analytical science advances · 2023Review
Corrections and comments
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Authors and funding
12 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundChronic obstructive pulmonary disease (COPD) is a complex and heterogeneous disease with high morbidity and mortality, especially in advanced patients. We aimed to develop multi-omics panels of biomarkers for the diagnosis and explore its molecular subtypes.
methodsA total of 40 stable patients with advanced COPD and 40 controls were enrolled in the study. Proteomics and metabolomics techniques were applied to identify potential biomarkers. An additional 29 COPD and 31 controls were enrolled for validation of the obtained proteomic signatures. Information on demographic, clinical manifestation, and blood test were collected. The ROC analyses were carried out to evaluate the diagnostic performance, and experimentally validated the final biomarkers on mild-to-moderate COPD. Next, molecular subtyping was performed using proteomics data.
resultsTheophylline, palmitoylethanolamide, hypoxanthine, and cadherin 5 (CDH5) could effectively diagnose advanced COPD with high accuracy (auROC = 0.98, sensitivity of 0.94, and specificity of 0.95). The performance of the diagnostic panel was superior to that of other single/combined results and blood tests. Proteome based stratification of COPD revealed three subtypes (I-III) related to different clinical outcomes and molecular feature: simplex COPD, COPD co-existing with bronchiectasis, and COPD largely co-existing with metabolic syndrome, respectively. Two discriminant models were established using the auROC of 0.96 (Principal Component Analysis, PCA) and 0.95 (the combination of RRM1 + SUPV3L1 + KRT78) in differentiating COPD and COPD with co-morbidities. Theophylline and CDH5 were exclusively elevated in advanced COPD but not in its mild form.
conclusionsThis integrative multi-omics analysis provides a more comprehensive understanding of the molecular landscape of advanced COPD, which may suggest molecular targets for specialized therapy.
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