Disease Pathophysiology Research Report
Target Disease - Disease Name: Chronic Obstructive Pulmonary Disease (COPD) - MONDO ID: MONDO:0005002 - Category: Complex
Pathophysiology description (current understanding, 2023–2024) COPD is a heterogeneous chronic inflammatory lung disease characterized by persistent airflow limitation arising from small airway disease (airway wall thickening, fibrosis, mucus plugging) and parenchymal destruction (emphysema). A pathogenic triad—chronic inflammation, protease–antiprotease imbalance, and oxidative stress—interacts with cellular senescence, mitochondrial dysfunction, mucociliary failure, inflammasome activation, dysbiosis, and autoimmunity to drive progression from early small-airway pathology to emphysema and chronic bronchitis (mucus hypersecretion) phenotypes (wechsler2024whateveryclinician pages 2-3, xu2024inflammationmechanismand pages 1-2). Oxidative stress and impaired mitochondrial quality control amplify inflammation and inflammasome signaling; senescent epithelial, fibroblast, and immune cells propagate a SASP cytokine milieu; excess neutrophil and macrophage proteases degrade elastin and extracellular matrix; airway epithelial remodeling increases MUC5AC/MUC5B and impairs mucociliary transport; and airway microbiome interactome disturbance (loss of antagonistic interactions) correlates with neutrophilic inflammation, symptoms, and exacerbation risk (li2024cellularandmolecular pages 11-12, xu2024inflammationmechanismand pages 7-8, vu2025molecularapproachesto pages 9-10).
Table (click to expand)
| Mechanistic axis | Key molecules (HGNC symbols) | Principal cells (CL terms) | Subcellular / compartment | Evidence highlights (1–2 sentences) | Sources (DOI + year) |
|---|---|---|---|---|---|
| Chronic inflammation & endotypes | TNF, IL1B, IL6, CXCL8, IL17A, IL5 | Neutrophil (CL), Alveolar macrophage (CL), CD8+ T cell (CL), Eosinophil (CL) | Cytokine signaling / NF-κB (cytosol → nucleus) | Persistent mixed neutrophilic/eosinophilic airway inflammation defines heterogeneous endotypes; blood/sputum eosinophils predict ICS response and guide biologics (xu2024inflammationmechanismand pages 7-8, wechsler2024whateveryclinician pages 11-12). | 10.3389/fimmu.2024.1404615 (2024); 10.1183/23120541.00177-2024 (2024) |
| Protease–antiprotease imbalance | ELANE (neutrophil elastase), MMP12, SERPINA1 (A1AT) | Neutrophil (CL), Macrophage (CL) | Extracellular matrix / elastin degradation | Excess neutrophil proteases and MMPs degrade ECM and elastin promoting emphysema; A1AT deficiency exacerbates proteolytic damage (wechsler2024whateveryclinician pages 11-12, xu2024inflammationmechanismand pages 7-8). | 10.1183/23120541.00177-2024 (2024); 10.3389/fimmu.2024.1404615 (2024) |
| Oxidative stress & mitochondrial dysfunction | NFE2L2 (Nrf2), SOD2, SIRT1, NOX family | Airway epithelial cells (CL), Alveolar macrophage (CL) | Mitochondria, ROS, impaired mitophagy | Cigarette smoke–driven mitochondrial ROS and defective mitophagy amplify inflammation and may impair steroid responsiveness; mitochondria-targeted antioxidants are proposed (li2024cellularandmolecular pages 11-12, xu2024inflammationmechanismand pages 7-8). | 10.3390/ijms25147780 (2024); 10.3389/fimmu.2024.1404615 (2024) |
| Cellular senescence & SASP | CDKN2A (p16), CDKN1A (p21), IL6, MMPs | Epithelial cells (CL), Fibroblasts (CL), Macrophages (CL) | Nuclear DNA damage, SASP secretion | Senescent lung cells secrete SASP (eg, IL‑6, CXCL8, MMPs) driving chronic inflammation and remodeling; senolytic/senomorphic strategies show preclinical promise (wechsler2024whateveryclinician pages 11-12, xu2024inflammationmechanismand pages 7-8). | 10.1183/23120541.00177-2024 (2024); 10.3389/fimmu.2024.1404615 (2024) |
| Mucus hypersecretion / mucociliary dysfunction | MUC5AC, MUC5B, EGFR | Goblet cell (CL), Club cell (CL), Ciliated cell (CL) | Secreted mucin polymers / apical mucus layer | MUC5AC/MUC5B overexpression and goblet cell hyperplasia increase mucus viscosity and impair clearance; mucolytics (eg, NAC) and mucin-targeted agents are under investigation (xu2024inflammationmechanismand pages 7-8, vu2025molecularapproachesto pages 9-10). | 10.3389/fimmu.2024.1404615 (2024); 10.3390/ijms26052184 (2025) |
| Small airway remodeling & emphysema | MMP9, MMP12, TGFB1 (TGF‑β1), COL1A1 | Small airway epithelial cells (CL), Fibroblasts (CL), Smooth muscle cells (CL) | ECM deposition, elastin degradation | Loss and stenosis of terminal bronchioles with peribronchiolar fibrosis and emphysematous alveolar destruction drive irreversible airflow limitation (wechsler2024whateveryclinician pages 11-12, xu2024inflammationmechanismand pages 7-8). | 10.1183/23120541.00177-2024 (2024); 10.3389/fimmu.2024.1404615 (2024) |
| Inflammasome / pyroptosis (NLRP3) | NLRP3, CASP1, IL1B, IL18 | Macrophage (CL), Epithelial cell (CL) | Cytosolic inflammasome assembly → caspase‑1 → GSDMD pores | Mitochondrial ROS and particulate exposures activate NLRP3 → caspase‑1 → IL‑1β/IL‑18 release and pyroptosis, linking exposures to tissue damage (li2024cellularandmolecular pages 11-12, vu2025molecularapproachesto pages 9-10). | 10.3390/ijms25147780 (2024); 10.3390/ijms26052184 (2025) |
| Autoimmunity & B cell follicles | TNFSF13B (BAFF), AICDA, autoantibodies | B cell (CL), T follicular helper cell (CL), Ectopic lymphoid structures | Local germinal center–like activity in lung | Ectopic B‑cell follicles and autoantibodies to modified self-proteins may perpetuate inflammation in subsets of COPD; autoimmune links to comorbidity noted (xu2024inflammationmechanismand pages 7-8). | 10.3389/fimmu.2024.1404615 (2024) |
| Microbiome dysbiosis / interactome | — (taxa-level: Haemophilus, Moraxella, Pseudomonas) | Airway epithelial cells (CL), Macrophages (CL) | Mucus niche / biofilm communities | Loss of antagonistic bacterial interactions and reduced alpha‑diversity associate with worse symptoms, neutrophilic inflammation and exacerbation risk (microbiome–mucus coupling) (vu2025molecularapproachesto pages 9-10, xu2024inflammationmechanismand pages 7-8). | 10.3390/ijms26052184 (2025); 10.3389/fimmu.2024.1404615 (2024) |
| Environmental exposures (PM2.5) synergy | TLR4, NLRP3, RELA (NF‑κB p65) | Epithelial cells (CL), Macrophages (CL), Neutrophils (CL) | Particle uptake, endosomal/mitochondrial ROS | PM2.5 worsens smoke-induced injury by amplifying ROS/NLRP3/caspase‑1 signaling and correlates with worse symptoms/QoL in smokers with COPD (vu2025molecularapproachesto pages 9-10, li2024cellularandmolecular pages 11-12). | 10.3390/ijms26052184 (2025); 10.3390/ijms25147780 (2024) |
| Therapeutics / applications (selected) | IL4R (dupilumab), NFE2L2 (Nrf2 activators), GCLC/GPX (glutathione pathways), PDE4 (PDE4 inhibitors) | Varies by target (immune cells, epithelial targets) | Mechanism-dependent (eg, receptor blockade, antioxidant induction) | Precision biologics (eg, anti‑IL‑4/IL‑13 dupilumab) show benefit in eosinophilic COPD; antioxidants (NAC, Nrf2 agonists), PDE inhibitors, inflammasome inhibitors and senolytics are active translational pathways (~100 molecular/biologic COPD trials ongoing) (vu2025molecularapproachesto pages 12-13, vu2025molecularapproachesto pages 9-10). | 10.3390/ijms26052184 (2025); 10.3389/fimmu.2024.1404615 (2024) |
Table: Compact, citation‑ready summary of major mechanistic axes in COPD (2023–2025), listing key molecules, principal cell types, subcellular locations, short evidence statements, and source DOIs for rapid integration into a knowledge base.
1) Core pathophysiological mechanisms - Chronic inflammation and endotypes: COPD airway inflammation involves neutrophils, macrophages, CD8+ T cells, and in subsets eosinophils/Type 2 biology. Eosinophilic COPD predicts inhaled corticosteroid responsiveness, whereas neutrophilic endotypes often show steroid resistance and benefit from PDE4 inhibition (roflumilast) (wechsler2024whateveryclinician pages 2-3, xu2024inflammationmechanismand pages 1-2). Systemic inflammation (CRP, IL-6, TNF-α, fibrinogen) associates with comorbidities and outcomes (xu2024inflammationmechanismand pages 7-8). - Protease–antiprotease imbalance: Neutrophil elastase (ELANE) and macrophage MMP12, among other MMPs/serine proteases, overwhelm antiproteases (notably α1-antitrypsin, SERPINA1) leading to elastin destruction and emphysema; α1-antitrypsin deficiency exemplifies causal imbalance (wechsler2024whateveryclinician pages 2-3). - Oxidative stress and mitochondrial dysfunction: Cigarette smoke and pollutants trigger mitochondrial ROS, altered dynamics (fragmentation), impaired mitophagy and bioenergetic defects in airway epithelium and macrophages. Reduced Nrf2/FOXO3a activity diminishes antioxidant defenses; mitochondrial ROS activates NLRP3 and sustains inflammaging (li2024cellularandmolecular pages 11-12, xu2024inflammationmechanismand pages 7-8). - Cellular senescence: Senescent epithelial and stromal/immune cells exhibit SASP (IL‑6, CXCL8, MMPs), promoting remodeling and persistent inflammation; senescence is a hallmark of accelerated lung ageing in COPD (wechsler2024whateveryclinician pages 2-3, xu2024inflammationmechanismand pages 7-8). - Mucus hypersecretion and mucociliary dysfunction: Upregulation of MUC5AC/MUC5B, goblet cell hyperplasia and club-to-goblet transdifferentiation impair clearance and promote mucus plugging; mucolytics and mucoregulators (eg, NAC) target this axis (xu2024inflammationmechanismand pages 1-2, vu2025molecularapproachesto pages 9-10). - Small-airway remodeling and emphysema: Early loss and stenosis of terminal bronchioles with peribronchiolar fibrosis precede emphysema; many patients exhibit mixed pathology (wechsler2024whateveryclinician pages 2-3, xu2024inflammationmechanismand pages 1-2). - Inflammasome and pyroptosis: Mitochondrial ROS and particulate exposure activate NLRP3→caspase‑1→IL‑1β/IL‑18, promoting pyroptosis and airway inflammation; PM2.5 synergizes with cigarette smoke to aggravate injury via NLRP3/caspase‑1 (li2024cellularandmolecular pages 11-12, vu2025molecularapproachesto pages 9-10). - Autoimmunity: Ectopic B-cell follicles (tertiary lymphoid structures) and autoantibodies to oxidatively modified self-antigens are reported, potentially sustaining inflammation in severe COPD (xu2024inflammationmechanismand pages 7-8). - Microbiome dysbiosis and interactome disturbance: COPD shows reduced evenness and altered composition in lower airways; during exacerbations antagonistic bacterial interactions diminish and recover post-treatment, linking network disturbance more strongly than diversity to symptoms, lung function and neutrophilic inflammation (xu2024inflammationmechanismand pages 7-8, vu2025molecularapproachesto pages 9-10).
2) Key molecular players - Genes/proteins: ELANE (neutrophil elastase), MMP12/MMP9, SERPINA1 (α1-antitrypsin), NLRP3, CASP1, IL1B, IL18, TNF, TNFRSF1A (TNFR1), RELA (NF‑κB p65), IL17A, TLR4, EGFR, MUC5AC/MUC5B, HDAC5/6, NFE2L2 (Nrf2), SIRT1, PPARG (wechsler2024whateveryclinician pages 2-3, li2024cellularandmolecular pages 11-12, xu2024inflammationmechanismand pages 7-8). - Chemical entities: Oxidants/ROS; mucolytic N‑acetylcysteine; PDE4 inhibitor roflumilast; antioxidants and Nrf2 activators (eg, sulforaphane, CDDO-class) in development; macrolides for exacerbation prevention; biologics targeting Type 2 pathways (eg, dupilumab, anti‑IL‑33/TSLP under study) (vu2025molecularapproachesto pages 9-10, vu2025molecularapproachesto pages 12-13). - Cell types: Airway epithelial subsets (basal, ciliated, club, goblet), alveolar type 2 cells; alveolar/interstitial macrophages; neutrophils; CD8+ T cells; B cells within tertiary lymphoid structures; fibroblasts and airway smooth muscle; endothelial cells (wechsler2024whateveryclinician pages 2-3, xu2024inflammationmechanismand pages 1-2). - Anatomical locations: Small conducting airways (terminal/respiratory bronchioles), bronchi, alveoli (acini), airway surface liquid/mucus layer; lung interstitium and extracellular matrix (wechsler2024whateveryclinician pages 2-3, xu2024inflammationmechanismand pages 1-2).
3) Biological processes (GO) disrupted - Inflammatory response; neutrophil chemotaxis/degranulation; proteolysis; extracellular matrix organization; response to oxidative stress; mitochondrial organization and mitophagy; cellular senescence; mucin biosynthetic process; cilium movement/mucociliary clearance; NLRP3 inflammasome complex assembly; NF‑κB signaling; TLR signaling; IL‑17 signaling (wechsler2024whateveryclinician pages 2-3, li2024cellularandmolecular pages 11-12, xu2024inflammationmechanismand pages 7-8).
4) Cellular components (GO) implicated - Mitochondrion (cristae, outer membrane); inflammasome complex (cytosol); nucleus (NF‑κB translocation); extracellular matrix (elastin fibers); apical secretory granules and mucus gel; cilia/axoneme; plasma membrane receptors (EGFR, TLR4, TNFR1) (li2024cellularandmolecular pages 11-12, wechsler2024whateveryclinician pages 2-3).
5) Disease progression and stages - Sequence: Repeated noxious exposures (smoke, biomass, pollution) → oxidative stress and epithelial injury → small-airway inflammation and peribronchiolar fibrosis with loss/stenosis of terminal bronchioles → mucus hypersecretion and mucostasis → parenchymal destruction (emphysema) and persistent airflow limitation. Distinct phenotypes: chronic bronchitis (productive cough with MUC5AC/MUC5B upregulation), emphysema-dominant, and mixed; endotypes span eosinophilic (Type 2-high) and neutrophilic (Type 2-low) inflammation with different therapeutic responses (wechsler2024whateveryclinician pages 2-3, xu2024inflammationmechanismand pages 1-2).
6) Phenotypic manifestations (link to mechanisms) - Clinical phenotypes include dyspnea, chronic cough/sputum, recurrent exacerbations, and airflow obstruction. Eosinophilic COPD is associated with steroid responsiveness; neutrophilic COPD correlates with protease burden, NETs, and mucus plugging; mucus–microbiome evolution over time associates with accelerated FEV1 decline and emergence of pathogenic genera (Haemophilus, Moraxella, Pseudomonas) (wechsler2024whateveryclinician pages 2-3, xu2024inflammationmechanismand pages 7-8).
7) Microbiome dynamics (stability vs exacerbation) - Lower airway microbiota in COPD exhibits reduced evenness versus controls and shows smoking-related differences; exacerbations are characterized by reduced antagonistic interactions in bacterial networks rather than simple diversity loss, which recover after therapy. Longitudinal cohorts show evolving mucus–microbiome profiles associating with symptom progression and lung function decline (xu2024inflammationmechanismand pages 7-8, vu2025molecularapproachesto pages 9-10).
Current applications and real-world implementations - Biologics/endotype targeting: Dupilumab (IL‑4Rα blockade, IL‑4/IL‑13 axis) has shown benefit in eosinophilic COPD; alarmin-targeting biologics (anti‑IL‑33/TSLP) are under active study. Clinicians increasingly phenotype by blood eosinophils and exacerbation history to guide ICS or biologics (vu2025molecularapproachesto pages 12-13, wechsler2024whateveryclinician pages 2-3). - Anti-inflammatory small molecules: PDE4 inhibition (roflumilast) benefits chronic bronchitis/neutrophilic phenotypes; long-term macrolides reduce exacerbations but raise resistance concerns (vu2025molecularapproachesto pages 12-13, xu2024inflammationmechanismand pages 7-8). - Mucolytics/mucoregulators: N‑acetylcysteine acts as mucolytic and mucoregulator and is widely used; trials and reviews support effects on mucin expression/viscosity with variable clinical impact across phenotypes (vu2025molecularapproachesto pages 9-10). - Antioxidant/mitochondrial strategies: Nrf2 agonists, glutathione peroxidase mimetics (ebselen), and mitochondria-targeted antioxidants are under investigation to address oxidative stress and mitochondrial quality control defects (vu2025molecularapproachesto pages 9-10, li2024cellularandmolecular pages 11-12). - Inflammasome targeting and pollution mitigation: Preclinical/clinical translational work links PM2.5 to NLRP3 activation; blocking NLRP3/caspase‑1 signaling and environmental exposure reduction represent emerging strategies (vu2025molecularapproachesto pages 9-10).
Statistics and data points from recent studies - Microbiome evenness and diversity: In a protected BAL case–control study (n=97 COPD, n=97 controls), alpha diversity was significantly lower in COPD (Pielou evenness 0.76 vs 0.80, p=0.004; Shannon 3.98 vs 4.34, p=0.01) (Thorax 2024; doi:10.1136/thorax-2023-220455) (xu2024inflammationmechanismand pages 7-8). - Network interactome in exacerbations: Across 1,742 sputum microbiomes, COPD showed reproducibly reduced antagonistic bacterial interactions at stability and further during exacerbation, with recovery post-treatment; loss of antagonistic interactions associated with worse dyspnea, lower lung function, neutrophilia, and higher exacerbation risk (Respiratory Research 2024; doi reported in source) (vu2025molecularapproachesto pages 9-10). - Mucus–microbiome and lung function decline: A longitudinal cohort contrasting accelerated FEV1 decline (~156 ml/year) versus non-decline found increased mucin concentrations (MUC5AC/MUC5B) and emergence of pathogens (e.g., Pseudomonas, Haemophilus) in the accelerated group (AJRCCM 2024; doi:10.1164/rccm.202306-1060OC) (vu2025molecularapproachesto pages 9-10).
Gene/protein annotations with ontology terms - HGNC: ELANE; MMP12; SERPINA1; NLRP3; CASP1; IL1B; IL18; TNF; TNFRSF1A; RELA; IL17A; TLR4; EGFR; MUC5AC; MUC5B; HDAC5; HDAC6; NFE2L2; SIRT1; PPARG (wechsler2024whateveryclinician pages 2-3, li2024cellularandmolecular pages 11-12, xu2024inflammationmechanismand pages 7-8). - GO Biological Process (selected): inflammatory response; neutrophil degranulation; extracellular matrix organization; response to oxidative stress; regulation of mitophagy; cellular senescence; mucin biosynthetic process; cilium movement; inflammasome complex assembly; NF‑κB signaling (wechsler2024whateveryclinician pages 2-3, li2024cellularandmolecular pages 11-12). - GO Cellular Component (selected): mitochondrion; inflammasome complex; extracellular region (mucus); cilium; extracellular matrix (elastin fiber) (li2024cellularandmolecular pages 11-12, wechsler2024whateveryclinician pages 2-3). - Cell types (CL): airway epithelial cell (basal, ciliated, club, goblet); alveolar macrophage; neutrophil; CD8+ T cell; B cell; fibroblast; airway smooth muscle cell; endothelial cell (wechsler2024whateveryclinician pages 2-3, xu2024inflammationmechanismand pages 1-2). - Anatomical locations (UBERON): small airways (terminal/respiratory bronchioles); bronchi; alveolus; airway surface liquid; pulmonary interstitium (wechsler2024whateveryclinician pages 2-3, xu2024inflammationmechanismand pages 1-2). - Chemical entities (ChEBI): reactive oxygen species; N‑acetylcysteine; macrolide antibiotics; phosphodiesterase inhibitors (roflumilast); electrophilic Nrf2 activators (vu2025molecularapproachesto pages 9-10).
Expert opinions and analysis - 2024 ERS Open Research review emphasizes heterogeneity of inflammation, centrality of small-airway disease, and the pathogenic triad framework, urging endotype-driven precision therapy and vigilance for mucus pathology and remodeling (wechsler2024whateveryclinician pages 2-3). 2024 Frontiers in Immunology review underscores mitochondrial dysfunction and immunosenescence, advocating mitochondria-targeted antioxidant strategies and biomarker-guided phenotyping (xu2024inflammationmechanismand pages 7-8). Together, these authoritative sources converge on multi-axis pathobiology and precision approaches.
Citations (URLs and dates) - Wechsler ME, Wells JM. What every clinician should know about inflammation in COPD. ERJ Open Res. 2024 May 20. doi:10.1183/23120541.00177-2024. https://doi.org/10.1183/23120541.00177-2024 (wechsler2024whateveryclinician pages 2-3). - Xu J, Zeng Q, Li S, et al. Inflammation mechanism and research progress of COPD. Front Immunol. 2024 Aug 2. doi:10.3389/fimmu.2024.1404615. https://doi.org/10.3389/fimmu.2024.1404615 (xu2024inflammationmechanismand pages 7-8, xu2024inflammationmechanismand pages 1-2). - Li C‑L, Liu S‑F. Cellular and molecular biology of mitochondria in COPD. Int J Mol Sci. 2024 Jul 18. doi:10.3390/ijms25147780. https://doi.org/10.3390/ijms25147780 (li2024cellularandmolecular pages 11-12). - Meldrum OW, Donaldson GC, et al. Accelerated Lung Function Decline and Mucus–Microbe Evolution in COPD. Am J Respir Crit Care Med. 2024 Aug 1;210(3):298–310. doi:10.1164/rccm.202306-1060OC. https://doi.org/10.1164/rccm.202306-1060OC (vu2025molecularapproachesto pages 9-10). - Tangedal S, et al. Lower airway microbiota in COPD and healthy controls. Thorax. 2024 Feb;79(3):219–226. doi:10.1136/thorax-2023-220455. https://doi.org/10.1136/thorax-2023-220455 (xu2024inflammationmechanismand pages 7-8). - Vu S‑P, Veit K, Sadikot RT. Molecular approaches to treating COPD. Int J Mol Sci. 2025 Feb. doi:10.3390/ijms26052184. https://doi.org/10.3390/ijms26052184 (vu2025molecularapproachesto pages 12-13, vu2025molecularapproachesto pages 9-10, vu2025molecularapproachesto pages 13-14).
Notes and limitations - While mitochondria- and inflammasome‑targeted strategies are promising, large RCT data remain limited as of 2023–2024. Microbiome network analyses provide mechanistic associations but interventional trials targeting interactomes are early-stage. Continued single‑cell and spatial profiling will refine cell‑type–specific mechanisms.
References
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(vu2025molecularapproachesto pages 9-10): Sheryl-Phuc Vu, Kaleb Veit, and Ruxana T. Sadikot. Molecular approaches to treating chronic obstructive pulmonary disease: current perspectives and future directions. International Journal of Molecular Sciences, 26:2184, Feb 2025. URL: https://doi.org/10.3390/ijms26052184, doi:10.3390/ijms26052184. This article has 3 citations and is from a poor quality or predatory journal.
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(wechsler2024whateveryclinician pages 11-12): Michael E. Wechsler and J. Michael Wells. What every clinician should know about inflammation in copd. ERJ Open Research, 10:00177-2024, May 2024. URL: https://doi.org/10.1183/23120541.00177-2024, doi:10.1183/23120541.00177-2024. This article has 17 citations and is from a peer-reviewed journal.
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(vu2025molecularapproachesto pages 12-13): Sheryl-Phuc Vu, Kaleb Veit, and Ruxana T. Sadikot. Molecular approaches to treating chronic obstructive pulmonary disease: current perspectives and future directions. International Journal of Molecular Sciences, 26:2184, Feb 2025. URL: https://doi.org/10.3390/ijms26052184, doi:10.3390/ijms26052184. This article has 3 citations and is from a poor quality or predatory journal.
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(vu2025molecularapproachesto pages 13-14): Sheryl-Phuc Vu, Kaleb Veit, and Ruxana T. Sadikot. Molecular approaches to treating chronic obstructive pulmonary disease: current perspectives and future directions. International Journal of Molecular Sciences, 26:2184, Feb 2025. URL: https://doi.org/10.3390/ijms26052184, doi:10.3390/ijms26052184. This article has 3 citations and is from a poor quality or predatory journal.