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1.
Chronic Obstr Pulm Dis ; 5(2): 134-143, 2018 Apr 01.
Article in English | MEDLINE | ID: mdl-30374451

ABSTRACT

Background: Adiponectin has been proposed as a biomarker of disease severity and progression in chronic obstructive pulmonary disease (COPD) and associated with spirometry-defined COPD and with computed tomography (CT)-measured emphysema. Increased adiponectin plays a role in other diseases including diabetes/metabolic syndrome, cardiovascular disease and osteoporosis. Previous studies of adiponectin and COPD have not assessed the relationship of adiponectin to airway disease in smokers and have not evaluated the effect of other comorbid diseases on the relationship of adiponectin and lung disease. We postulated that adiponectin levels would associate with both airway disease and emphysema in smokers with and without COPD, and further postulated that body composition and the comorbid diseases of osteoporosis, cardiovascular disease and diabetes might influence adiponectin levels. Methods: Current and former smokers from the COPD Genetic Epidemiology study (COPDGene) (n= 424) were assigned to 4 groups based on CT lung characteristics and volumetric Bone Density (vBMD). Emphysema (% low attenuation area at -950) and airway disease (Wall area %) were used to assess smoking-related lung disease (SRLD). Group 1) Normal Lung with Normal vBMD; Group 2) Normal Lung and Osteoporosis; Group 3) SRLD with Normal vBMD; Group 4) SRLD with Osteoporosis. Cardiovascular disease (CVD), diabetes, C-reactive protein (CRP) and T-cadherin (soluble receptor for adiponectin) levels were defined for each group. Body composition was derived from chest CT. Multivariable regression assessed effects of emphysema, wall area %, bone density, comorbid diseases and other key factors on log adiponectin. Results: Group 4, SRLD with Osteoporosis, had significantly higher adiponectin levels compared to other groups and the effect persisted in adjusted models. Systemic inflammation (by CRP) was associated with SRLD in Groups 3 and 4 but not with osteoporosis alone. In regression models, lower bone density and worse emphysema were associated with higher adiponectin. Airway disease was associated with higher adiponectin levels when T-cadherin was added to the model. Male gender, greater muscle and fat were associated with lower adiponectin. Conclusions: Adiponectin is increased with both airway disease and emphysema in smokers. Bone density, and fat and muscle composition are all significant factors predicting adiponectin that should be considered when it is used as a biomarker of COPD. Increased adiponectin from chronic inflammation may play a role in the progression of bone loss in COPD and other lung diseases.

2.
Respir Res ; 15: 127, 2014 Oct 12.
Article in English | MEDLINE | ID: mdl-25306249

ABSTRACT

RATIONALE: Chronic 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. METHODS: 114 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. RESULTS: Regression 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). CONCLUSIONS: Our 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.


Subject(s)
Phenotype , Pulmonary Emphysema/blood , Pulmonary Emphysema/diagnostic imaging , Tomography, X-Ray Computed/standards , Aged , Aged, 80 and over , Biomarkers/blood , Cohort Studies , Female , Humans , Male , Middle Aged
3.
Chest ; 145(3): 486-91, 2014 Mar 01.
Article in English | MEDLINE | ID: mdl-24202552

ABSTRACT

BACKGROUND: Patients with refractory asthma frequently have elements of laryngopharyngeal reflux (LPR) with potential aspiration contributing to their poor control. We previously reported on a supraglottic index (SGI) scoring system that helps in the evaluation of LPR with potential aspiration. However, to further the usefulness of this SGI scoring system for bronchoscopists, a teaching system was developed that included both interobserver and intraobserver reproducibility. METHODS: Five pulmonologists with expertise in fiber-optic bronchoscopy but novice to the SGI participated. A training system was developed that could be used via Internet interaction to make this learning technique widely available. RESULTS: By the final testing, there was excellent interreader agreement (κ of at least 0.81), thus documenting reproducibility in scoring the SGI. For the measure of intrareader consistency, one reader was arbitrarily selected to rescore the final test 4 weeks later and had a κ value of 0.93, with a 95% CI of 0.79 to 1.00. CONCLUSIONS: In this study, we demonstrate that with an organized educational approach, bronchoscopists can develop skills to have highly reproducible assessment and scoring of supraglottic abnormalities. The SGI can be used to determine which patients need additional intervention to determine causes of LPR and gastroesophageal reflux. Identification of this problem in patients with refractory asthma allows for personal, individual directed therapy to improve asthma control.


Subject(s)
Asthma/pathology , Bronchoscopy/education , Education, Medical, Continuing/methods , Glottis/abnormalities , Pulmonary Medicine/education , Asthma/etiology , Bronchoscopy/methods , Clinical Competence , Diagnosis, Differential , Humans , Laryngopharyngeal Reflux/complications , Laryngopharyngeal Reflux/diagnosis , Learning Curve , Prospective Studies , ROC Curve , Reproducibility of Results , Severity of Illness Index
4.
Chest ; 145(3): 486-491, 2014 03.
Article in English | MEDLINE | ID: mdl-27845632

ABSTRACT

BACKGROUND: Patients with refractory asthma frequently have elements of laryngopharyngeal reflux (LPR) with potential aspiration contributing to their poor control. We previously reported on a supraglottic index (SGI) scoring system that helps in the evaluation of LPR with potential aspiration. However, to further the usefulness of this SGI scoring system for bronchoscopists, a teaching system was developed that included both interobserver and intraobserver reproducibility. METHODS: Five pulmonologists with expertise in fiber-optic bronchoscopy but novice to the SGI participated. A training system was developed that could be used via Internet interaction to make this learning technique widely available. RESULTS: By the final testing, there was excellent interreader agreement (κ of at least 0.81), thus documenting reproducibility in scoring the SGI. For the measure of intrareader consistency, one reader was arbitrarily selected to rescore the final test 4 weeks later and had a κ value of 0.93, with a 95% CI of 0.79 to 1.00. CONCLUSIONS: In this study, we demonstrate that with an organized educational approach, bronchoscopists can develop skills to have highly reproducible assessment and scoring of supraglottic abnormalities. The SGI can be used to determine which patients need additional intervention to determine causes of LPR and gastroesophageal reflux. Identification of this problem in patients with refractory asthma allows for personal, individual directed therapy to improve asthma control.


Subject(s)
Asthma , Bronchoscopy , Gastroesophageal Reflux/diagnosis , Laryngopharyngeal Reflux/diagnosis , Asthma/diagnosis , Asthma/etiology , Asthma/physiopathology , Bronchoscopy/education , Bronchoscopy/methods , Gastroesophageal Reflux/complications , Humans , Laryngopharyngeal Reflux/complications , Reproducibility of Results , Research Design , Respiratory Aspiration/etiology , Respiratory Aspiration/physiopathology , Severity of Illness Index , Symptom Assessment/methods , Teaching
5.
Am J Respir Crit Care Med ; 188(5): 561-6, 2013 Sep 01.
Article in English | MEDLINE | ID: mdl-23777323

ABSTRACT

RATIONALE: Chronic obstructive pulmonary disease (COPD) is a heterogeneous disorder associated with systemic manifestations that contribute to its morbidity and mortality. Recent work suggests that biomarker signatures in the blood may be useful in evaluating COPD phenotypes and may provide insight into the pathophysiology of systemic manifestations. Adiponectin, primarily produced by fat cells, has been implicated in the pathophysiology of emphysema. OBJECTIVES: To investigate the association of adiponectin with clinical and radiologic COPD phenotypes. METHODS: Adiponectin levels were determined in 633 individuals, including 432 individuals with COPD from a cohort of former or current smokers enrolled in the COPDGene study. Univariate and multiple regression analysis were used to examine the association of adiponectin with clinical and physiologic data together with quantitative high-resolution computed tomography parameters. MEASUREMENTS AND MAIN RESULTS: Multiple regression analysis confirmed that higher plasma adiponectin levels were independently associated with emphysema, decreasing body mass index, female sex, older age, and lower percentage change in prebronchodilator/post-bronchodilator FEV1. CONCLUSIONS: The association between plasma adiponectin and computed tomography-assessed emphysema suggests a contribution of adiponectin to the development of emphysema and highlights a role for metabolic derangements in the pathophysiology of emphysema.


Subject(s)
Adiponectin/blood , Pulmonary Disease, Chronic Obstructive/blood , Age Factors , Aged , Aged, 80 and over , Biomarkers/blood , Body Mass Index , Case-Control Studies , Emphysema/blood , Emphysema/diagnostic imaging , Female , Humans , Lung/diagnostic imaging , Male , Middle Aged , Phenotype , Pulmonary Disease, Chronic Obstructive/diagnostic imaging , Regression Analysis , Sex Factors , Statistics, Nonparametric , Tomography, X-Ray Computed
6.
J Allergy Clin Immunol ; 131(3): 627-34; quiz 635, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23360757

ABSTRACT

Asthma and chronic obstructive pulmonary disease (COPD) are prevalent obstructive lung diseases, both of which are characterized by airflow limitation. Although both represent distinct pathogenic entities, there can be significant clinical and physiologic overlap between the 2 disorders, creating potential management difficulties for clinicians. Although practice guidelines for both conditions outline diagnostic and management strategies, asthma and COPD are highly heterogeneous, and the symptoms of many patients remain poorly controlled despite adherence to current guidelines. Recent advances in phenotyping studies have elucidated heterogeneity in these airway diseases and might represent the best opportunity to enhance diagnosis, predict outcomes, and personalize treatments in patients with asthma and those with COPD. This review will focus on recent advances in describing phenotypic heterogeneity in asthma and COPD, including the evaluation of multiple clinical variables, molecular biomarkers, physiologic and radiologic data, and factors associated with disease progression and frequent exacerbations.


Subject(s)
Asthma/diagnosis , Pulmonary Disease, Chronic Obstructive/diagnosis , Asthma/epidemiology , Asthma/physiopathology , Cluster Analysis , Humans , Phenotype , Pulmonary Disease, Chronic Obstructive/epidemiology , Pulmonary Disease, Chronic Obstructive/physiopathology
7.
Respir Res ; 10: 111, 2009 Nov 17.
Article in English | MEDLINE | ID: mdl-19919714

ABSTRACT

BACKGROUND: The small airway epithelium and alveolar macrophages are exposed to oxidants in cigarette smoke leading to epithelial dysfunction and macrophage activation. In this context, we asked: what is the transcriptome of oxidant-related genes in small airway epithelium and alveolar macrophages, and does their response differ substantially to inhaled cigarette smoke? METHODS: Using microarray analysis, with TaqMan RT-PCR confirmation, we assessed oxidant-related gene expression in small airway epithelium and alveolar macrophages from the same healthy nonsmoker and smoker individuals. RESULTS: Of 155 genes surveyed, 87 (56%) were expressed in both cell populations in nonsmokers, with higher expression in alveolar macrophages (43%) compared to airway epithelium (24%). In smokers, there were 15 genes (10%) up-regulated and 7 genes (5%) down-regulated in airway epithelium, but only 3 (2%) up-regulated and 2 (1%) down-regulated in alveolar macrophages. Pathway analysis of airway epithelium showed oxidant pathways dominated, but in alveolar macrophages immune pathways dominated. CONCLUSION: Thus, the response of different cell-types with an identical genome exposed to the same stress of smoking is different; responses of alveolar macrophages are more subdued than those of airway epithelium. These findings are consistent with the observation that, while the small airway epithelium is vulnerable, alveolar macrophages are not "diseased" in response to smoking. TRIAL REGISTRATION: ClinicalTrials.gov ID: NCT00224185 and NCT00224198.


Subject(s)
Macrophages, Alveolar/metabolism , Oxidative Stress/genetics , Respiratory Mucosa/metabolism , Smoking/genetics , Adult , Bronchoalveolar Lavage , Bronchoscopy , Case-Control Studies , Cells, Cultured , Female , Gene Expression Profiling/methods , Gene Expression Regulation , Gene Regulatory Networks , Humans , Male , Oligonucleotide Array Sequence Analysis , Oxidation-Reduction , Reverse Transcriptase Polymerase Chain Reaction , Smoking/metabolism
8.
Chest ; 135(5): 1197-1208, 2009 May.
Article in English | MEDLINE | ID: mdl-19188554

ABSTRACT

BACKGROUND: Smokers weigh less and have less body fat than nonsmokers. Increased body fat and weight gain are observed following smoking cessation. To assess a possible molecular mechanism underlying the inverse association between smoking and body weight, we hypothesized that smoking may induce the expression of a fat-depleting gene in the airway epithelium, the cell population that takes the brunt of the stress of cigarette smoke. METHODS: To assess whether smoking up-regulates expression in the airway epithelium of genes associated with weight loss, microarray analysis was used to evaluate genes associated with fat depletion in large airway epithelial samples obtained by fiberoptic bronchoscopy from healthy smokers and healthy nonsmokers. As a candidate gene we further evaluated the expression of alpha(2)-zinc-glycoprotein 1 (AZGP1), a soluble protein that stimulates lipolysis, induces a reduction in body fat in mice, is associated with the cachexia related to cancer, and is known to be expressed in secretory cells of lung epithelium. AZGP1 protein expression was assessed by Western analysis and localization in the large airway epithelium by immunohistochemistry. RESULTS: Both microarray and TaqMan analysis demonstrated that AZGP1 messenger RNA levels were higher in the large airway epithelium of healthy smokers compared to healthy nonsmokers (p < 0.05, all comparisons). Western analysis of airway biopsy specimens from smokers compared with those from nonsmokers demonstrated up-regulation of AZGP1 at the protein level, and immunohistochemical analysis demonstrated up-regulation of AZGP1 in secretory as well as neuroendocrine cells of smokers. CONCLUSIONS: In the context that AZGP1 is involved in lipolysis and fat loss, its overexpression in the airway epithelium of chronic smokers may represent one mechanism for the weight difference in smokers vs nonsmokers.


Subject(s)
Bronchi/metabolism , Carrier Proteins/metabolism , Glycoproteins/metabolism , Lipolysis/genetics , Smoking/genetics , Smoking/metabolism , Weight Loss/genetics , Adipokines , Adult , Blotting, Western , Bronchoscopy , Epithelial Cells/metabolism , Female , Gene Expression , Humans , Immunohistochemistry , Male , Protein Array Analysis , Up-Regulation
9.
J Immunol ; 181(8): 5760-7, 2008 Oct 15.
Article in English | MEDLINE | ID: mdl-18832735

ABSTRACT

Lectins are innate immune defense proteins that recognize bacterial cell wall components. Based on the knowledge that cigarette smoking is associated with an increased risk of infections, we hypothesized that cigarette smoking may modulate the expression of lectin genes in airway epithelium. Affymetrix microarrays were used to survey the expression of lectin genes in large airway epithelium from nine nonsmokers and 20 healthy smokers and in small airway epithelium from 13 nonsmokers and 20 healthy smokers. There were no changes (>2-fold change; p < 0.05) in lectin gene expression among healthy smokers compared with nonsmokers except for down-regulation of intelectin 1, a lectin that binds to galactofuranosyl residues in bacterial cell walls (large airway epithelium, p < 0.01; small airway epithelium, p < 0.01). This was confirmed by TaqMan RT-PCR in both large (p < 0.05) and small airway epithelium (p < 0.02). Immunohistochemistry assessment of airway biopsies demonstrated that intelectin 1 was expressed in secretory cells, while Western analysis confirmed the decreased expression of intelectin 1 in airway epithelium of healthy smokers compared with healthy nonsmokers (p < 0.02). Finally, compared with healthy nonsmokers, intelectin 1 expression was also decreased in small airway epithelium of smokers with lone emphysema and normal spirometry (n = 13, p < 0.01) and smokers with established chronic obstructive pulmonary disease (n = 14, p < 0.01). In the context that intelectin 1 plays a role in defense against bacteria, its down-regulation in response to cigarette smoking is another example of the immunomodulatory effects of smoking on the immune system and may contribute to the increase in susceptibility to infections observed in smokers.


Subject(s)
Cytokines/immunology , Down-Regulation/immunology , Lectins/immunology , Pulmonary Emphysema/immunology , Respiratory Mucosa/immunology , Smoking/immunology , Adult , Cytokines/biosynthesis , Female , GPI-Linked Proteins , Humans , Immunohistochemistry , Lectins/biosynthesis , Male , Middle Aged , Pulmonary Emphysema/metabolism , Pulmonary Emphysema/pathology , Respiratory Mucosa/metabolism , Respiratory Tract Infections/chemically induced , Respiratory Tract Infections/immunology , Respiratory Tract Infections/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Smoking/adverse effects , Smoking/metabolism , Smoking/pathology
10.
Am J Respir Cell Mol Biol ; 39(6): 747-57, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18587056

ABSTRACT

Mononuclear phagocytes play an important role in the removal of apoptotic cells by expressing cell surface receptors that recognize and remove apoptotic cells. Based on the knowledge that cigarette smoking is associated with increased lung cell turnover, we hypothesized that alveolar macrophages (AMs) of normal cigarette smokers may exhibit enhanced expression of apoptotic cell removal receptor genes. AMs obtained by bronchoalveolar lavage of normal nonsmokers (n = 11) and phenotypic normal smokers (n = 13; 36 +/- 6 pack-years) were screened for mRNA expression of all known apoptotic cell removal receptors using Affymetrix HG-U133 Plus 2.0 microarray chips with TaqMan RT-PCR confirmation. Of the 14 known apoptotic receptors expressed, only MER tyrosine kinase (MERTK), a transmembrane tyrosine kinase receptor, was significantly up-regulated in smokers. MERTK expression was then assessed in AMs of smokers versus nonsmokers by TaqMan RT-PCR, immunocytochemistry, Western analysis, and flow analysis. Smoker AMs had up-regulation of MERTK mRNA levels (smoker vs. nonsmoker: 3.6-fold by microarray, P < 0.003; 9.5-fold by TaqMan RT-PCR, P < 0.02). Immunocytochemistry demonstrated a qualitative increase in MERTK protein expression on AMs of smokers. Increased protein expression of MERTK on AMs of smokers was confirmed by Western and flow analyses (P < 0.007 and P < 0.0002, respectively). MERTK, a cell surface receptor that recognizes apoptotic cells, is expressed on human AMs, and its expression is up-regulated in AMs of cigarette smokers. This up-regulation of MERTK may reflect an increased demand for removal of apoptotic cells in smokers, an observation with implications for the development of chronic obstructive pulmonary disease, a disorder associated with dysregulated apoptosis of lung parenchymal cells.


Subject(s)
Apoptosis , Macrophages, Alveolar/enzymology , Macrophages, Alveolar/pathology , Smoking/metabolism , Smoking/pathology , Adult , Animals , Blotting, Western , Bronchoalveolar Lavage Fluid , Cell Line , Female , Flow Cytometry , Humans , Immunohistochemistry , Male , Phagocytosis , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins/metabolism , Pulmonary Disease, Chronic Obstructive/enzymology , Pulmonary Disease, Chronic Obstructive/pathology , Rats , Receptor Protein-Tyrosine Kinases/genetics , Receptor Protein-Tyrosine Kinases/metabolism , Receptors, Cell Surface/genetics , Receptors, Cell Surface/metabolism , Solubility , Up-Regulation , c-Mer Tyrosine Kinase
11.
J Mol Med (Berl) ; 85(1): 39-53, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17115125

ABSTRACT

The earliest morphologic evidence of changes in the airways associated with chronic cigarette smoking is in the small airways. To help understand how smoking modifies small airway structure and function, we developed a strategy using fiberoptic bronchoscopy and brushing to sample the human small airway (10th-12th order) bronchial epithelium to assess gene expression (Affymetrix HG-U133A and HG-133 Plus 2.0 array) in phenotypically normal smokers (n = 16, 25 +/- 7 pack-years) compared to matched nonsmokers (n = 17). Compared to samples from large (second to third order) bronchi, the small airway samples had a higher proportion of ciliated cells, but less basal, undifferentiated, and secretory cells, and contained Clara cells. Even though the smokers were phenotypically normal, microarray analysis of gene expression of the small airway epithelium of the smokers compared to the nonsmokers demonstrated up- and downregulation of genes in multiple categories relevant to the pathogenesis of chronic obstructive lung disease (COPD), including genes coding for cytokines/innate immunity, apoptosis, mucin, response to oxidants and xenobiotics, and general cellular processes. In the context that COPD starts in the small airways, these gene expression changes in the small airway epithelium in phenotypically normal smokers are candidates for the development of therapeutic strategies to prevent the onset of COPD.


Subject(s)
Biomarkers/metabolism , Gene Expression Regulation , Respiratory Mucosa/metabolism , Smoking/metabolism , Bronchoscopy , Gene Expression Profiling , Humans , Oligonucleotide Array Sequence Analysis , Phenotype , Pulmonary Disease, Chronic Obstructive/metabolism , RNA, Messenger/analysis , Reverse Transcriptase Polymerase Chain Reaction
12.
Cancer Res ; 66(22): 10729-40, 2006 Nov 15.
Article in English | MEDLINE | ID: mdl-17108109

ABSTRACT

Neuroendocrine differentiation is a common feature of lung cancer and increased numbers of neuroendocrine cells and their peptides have been described in chronic smokers. To understand the effects of cigarette smoking on the gene expression profile of neuroendocrine cells, microarray analysis with TaqMan confirmation was used to assess airway epithelial samples obtained by fiberoptic bronchoscopy from 81 individuals [normal nonsmokers, normal smokers, smokers with early chronic obstructive lung disease (COPD), and smokers with established COPD]. Of 11 genes considered to be neuroendocrine cell specific, only ubiquitin carboxyl-terminal hydrolase L1 (UCHL1), a member of the ubiquitin proteasome pathway, was consistently up-regulated in smokers compared with nonsmokers. Up-regulation of UCHL1 at the protein level was observed with immunohistochemical analysis of bronchial biopsies of smokers compared with nonsmokers. UCHL1 expression was evident only in neuroendocrine cells of the airway epithelium in nonsmokers; however, UCHL1 was also expressed in ciliated epithelial cells in smokers. This observation may add further weight to recent observations that ciliated cells are capable of transdifferentiating to other airway epithelial cells. In the context that UCHL1 is involved in the degradation of unwanted, misfolded, or damaged proteins within the cell and is overexpressed in >50% of lung cancers, its overexpression in chronic smokers may represent an early event in the complex transformation from normal epithelium to overt malignancy.


Subject(s)
Bronchi/enzymology , Smoking/metabolism , Ubiquitin Thiolesterase/biosynthesis , Adult , Epithelium/enzymology , Female , Gene Expression , Humans , Immunohistochemistry , Male , Neurosecretory Systems/metabolism , Neurosecretory Systems/pathology , Neurosecretory Systems/physiology , Pulmonary Disease, Chronic Obstructive/enzymology , Pulmonary Disease, Chronic Obstructive/genetics , Pulmonary Disease, Chronic Obstructive/pathology , Reverse Transcriptase Polymerase Chain Reaction , Smoking/genetics , Ubiquitin Thiolesterase/genetics , Up-Regulation
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