ArticleCellular and molecular life sciences : CMLS2024
The influence of CLEC5A on early macrophage-mediated inflammation in COPD progression.
Article in Cellular and molecular life sciences : CMLS, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Resveratrol Inhibits Macrophage Glucose Metabolism Reprogramming and Inflammatory Activation to Delay COPD Progression Through the TLR4/HK2 Pathway.Journal of cellular physiology · 2026Article
- Candida-associated immune and metabolic rewiring in chronic obstructive pulmonary disease.BMC pulmonary medicine · 2026Article
- Hybrid deep learning approach for early emphysema diagnosis combining fuzzy C-means, TransUNet, and faster mask R-CNN.Scientific reports · 2026Article
- The protective role of MDL-1 in sepsis-induced lung injury: insights from a murine CLP model.Frontiers in immunology · 2026Article
- Macrophage spatiotemporal plasticity in pulmonary diseases: decoding the niche at single-cell resolution.Frontiers in immunology · 2026Review
- Big data analytics for CLEC5A dynamics based on single cell genomics and proteomics reveal its diverse functions in human diseases.Nanotheranostics · 2026Article
- Hub genes and common pathogenic mechanisms between COPD and H. pylori infection.Journal, genetic engineering & biotechnology · 2025Article
- Article
- An integrated machine learning model of transcriptomic genes in multi-center chronic obstructive pulmonary disease reveals the causal role of TIMP4 in airway epithelial cell.Respiratory research · 2025Article
- Ovine macrophage identity and plasticity: novel insights into CSF-driven polarization and species-specific responses.Frontiers in immunology · 2025Article
- Application of Kano model-based pulmonary rehabilitation interventions in discharge preparation for patients with chronic obstructive pulmonary disease.American journal of translational research · 2025Article
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Authors and funding
11 authors.
Funding
Abstract
Chronic obstructive pulmonary disease (COPD) is a complex syndrome with poorly understood mechanisms driving its early progression (GOLD stages 1-2). Elucidating the genetic factors that influence early-stage COPD, particularly those related to airway inflammation and remodeling, is crucial. This study analyzed lung tissue sequencing data from patients with early-stage COPD (GSE47460) and smoke-exposed mice. We employed Weighted Gene Co-Expression Network Analysis (WGCNA) and machine learning to identify potentially pathogenic genes. Further analyses included single-cell sequencing from both mice and COPD patients to pinpoint gene expression in specific cell types. Cell-cell communication and pseudotemporal analyses were conducted, with findings validated in smoke-exposed mice. Additionally, Mendelian randomization (MR) was used to confirm the association between candidate genes and lung function/COPD. Finally, functional validation was performed in vitro using cell cultures. Machine learning analysis of 30 differentially expressed genes identified 8 key genes, with CLEC5A emerging as a potential pathogenic factor in early-stage COPD. Bioinformatics analyses suggested a role for CLEC5A in macrophage-mediated inflammation during COPD. Two-sample Mendelian randomization linked CLEC5A single nucleotide polymorphisms (SNPs) with Forced Expiratory Volume in One Second (FEV1), FEV1/Forced Vital Capacity (FVC) and early/later on COPD. In vitro, the knockdown of CLEC5A led to a reduction in inflammatory markers within macrophages. Our study identifies CLEC5A as a critical gene in early-stage COPD, contributing to its pathogenesis through pro-inflammatory mechanisms. This discovery offers valuable insights for developing early diagnosis and treatment strategies for COPD and highlights CLEC5A as a promising target for further investigation.
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Registered trials
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