Abstract
Background
Transforming growth factor beta-1 (TGFβ1) is thought to play a role in airway remodeling in asthma. TGFβ1 expression may be mediated by an excessive burden of reactive oxygen species and oxidant stress.
Objective
Given the profound airway oxidant stress we have previously observed in children with severe asthma, we sought to: 1) quantify TGFβ1 protein and mRNA gene expression in the airways of children with mild-to-moderate and severe atopic asthma; and to 2) determine the relationship of airway TGFβ1 concentrations to oxidant burden (i.e., lipid peroxidation), Th2-mediated eosinophilic inflammation, and airflow limitation.
Methods
Bronchoalveolar lavage fluid was collected from 68 atopic children with asthma (severe asthma, n = 28) and 12 atopic adult controls. Airway TGFβ1 expression and activation were assessed in relation to airway IL-13, 8-isoprostane, and malondialdehyde concentrations. The relationship of airway TGFβ1 expression to airflow limitation in children with asthma was also assessed.
Results
Children with severe asthma had higher total airway concentrations of TGFβ1 that were associated with increased protein and mRNA expression of TGFβ1 in airway macrophages and an increase in the lipid peroxidation biomarkers 8-isoprostanes and malondialdehyde. TGFβ1 activation was also greater in children with severe asthma and was associated with higher airway 8-isoprostane, malondialdehyde and IL-13 concentrations. Total airway TGFβ1 concentrations were further associated with airflow limitation.
Conclusions
Children with severe asthma have increased airway TGFβ1 expression and activation associated with an increased airway oxidant burden. Oxidant stress may mediate the effects of TGFβ1 and promote airway remodeling in children with severe asthma.
Keywords: Airway remodeling, Asthma, Children, Lung function, Oxidant stress, Transforming growth factor beta-1
INTRODUCTION
Severe asthma in children is a complicated disorder encompassing children with both difficult-to-treat asthma and severe, refractory asthma1 that is characterized by poor symptom control despite best attempts at treatment with high doses of inhaled corticosteroids (ICS) and other asthma controller medications.2–4 The symptoms that accompany severe asthma in children are further associated with marked deficits of pulmonary function, including airflow limitation, that are not completely reversible with bronchodilator therapy and worsen significantly over time.5, 6 Although the specific mechanisms underlying pulmonary function derangements in children with severe asthma are yet unclear, structural changes in the airway wall (i.e., “remodeling”) are likely responsible.7, 8
Transforming growth factor beta 1 (TGFβ1) is a pro-fibrotic cytokine that is associated with airway fibrosis.9 TGFβ1 is synthesized as a pre-propeptide precursor and is secreted as an inactive heterodimer bound to a latent complex that is targeted to TGFβ1 binding proteins within the extracellular matrix. While there are several molecular mechanisms involved in the activation of TGFβ1, exposure to reactive oxygen species has been shown to induce rapid cleavage of TGFβ1 from the latent complex, presumably through alteration of the latent associated protein.10 Once TGFβ1 is cleaved to the active (free) form, it binds to TGFβ1 receptors on target cells in the extracellular matrix. While this process is essential for airway wound repair and healing, sustained activation of TGFβ1 inhibits beneficial TGFβ1 signaling11 and also activates fibroblasts and the epithelial-mesenchymal trophic unit, resulting in further release of reactive oxygen species and ultimately airway remodeling.12, 13 The end result is a vicious cycle of oxidant stress whereby TGFβ1 is chronically activated.
Although airway oxidant stress is a prominent feature of severe asthma in children, the relationship of oxidant stress and TGFβ1 in this population has not been described. Compared to children with mild-to-moderate asthma, children with severe asthma have marked depletion of the airway antioxidant, glutathione, which corresponds to the magnitude of airflow limitation.14, 15 This disturbance is associated with increased formation of lipid peroxidation byproducts (8-isoprostanes and malondialdehyde),15 greater DNA nucleoside14 and nitric oxide16 oxidation, and sustained expression of pro-inflammatory cytokines and chemokines.17 Whereas key transcription factors such as nuclear factor (erythroid-derived 2)-like 2 (Nrf2) should stimulate glutathione and antioxidant defenses under these circumstances, Nrf2 is not active in these children and thus the oxidant burden is intensified.18 While the mechanisms underlying these observations remain poorly understood, TGFβ was recently shown to inactivate Nrf2 in airway smooth muscle cells from subjects with severe asthma.19 Thus TGFβ1 may be a key mediator of the airway oxidant burden in severe asthmatic children. Given the relative paucity of pediatric severe asthma bronchoscopy studies and the magnitude of symptoms in this population, we sought to: 1) quantify TGFβ1 protein and mRNA gene expression in the airways of children with mild-to-moderate and severe atopic asthma, and 2) determine the relationship of airway TGFβ1 concentrations to oxidant burden (i.e., lipid peroxidation), Th2-mediated eosinophilic inflammation, and airflow limitation. We hypothesized that TGFβ1 expression and activation would be increased in children with severe asthma and would be associated with increased 8-isoprostane, malondialdehyde and IL-13 concentrations, increased exhaled nitric oxide concentrations, and a greater magnitude of airflow limitation.
METHODS
Subjects
Recruitment was limited to children 6–18 years of age with physician-diagnosed atopic asthma and atopic adults. All subjects were sensitized to at least one aeroallergen, or alternatively, had physician-diagnosed allergic rhinitis, atopic dermatitis, or evidence of at least 12% reversibility in the forced expiratory volume in one second (FEV1) and stable prescribed ICS therapy for at least six weeks. Children with immunodeficiency, cystic fibrosis, chronic aspiration syndromes, and birth prior to 35 weeks gestation were excluded. Additional inclusion criteria for atopic adults included normal spirometric indices without bronchodilator reversibility, no history of smoking or lung disorders and no upper respiratory illness within 4 weeks. Severe asthma was diagnosed according to American Thoracic Society criteria,20 with thresholds for high-dose ICS defined as ≥ 440 mcg of fluticasone equivalent per day for children less than 12 years and ≥ 880 mcg per day for children 12–18 years of age. Informed consent and assent were obtained from all participating adults and children, respectively. Caregivers of participating children also provided informed consent.
Characterization procedures
Spirometry was performed in the outpatient setting with a portable spirometer (KoKo® Legend, Ferraris, Louisville, CO) at baseline and after 4 inhalations of albuterol sulfate through a metered dose inhaler. The best of three forced vital capacity (FVC) maneuvers was interpreted.21 Exhaled nitric oxide concentrations were quantified using online methods (NIOX MINO®, Aerocrine Inc., New Providence, NJ) with a fixed flow rate of 0.05 L/second and exhalation duration of 6 seconds. Venipuncture was performed immediately prior to bronchoscopy for determination of plasma urea. Serum IgE levels were determined by a commercial laboratory (Quest Diagnostics, Tucker, GA).
Bronchoscopy and sample processing
Children underwent bronchoscopy with bronchoalveolar lavage (BAL) for clinical indications, namely persistent asthma symptoms despite best attempts at ICS treatment (Online repository Table E1). Adult volunteers underwent bronchoscopy for research purposes. All subjects were clinically stable at the time of bronchoscopy with no evidence of an acute upper respiratory tract infection, including no rhinorrhea and no increase in chest symptoms or short-acting bronchodilator use for two weeks prior to the procedure. Pediatric bronchoscopy was performed under general anesthesia using a laryngeal mask airway and flexible bronchoscope (Olympus BF-3C160, Olympus America Inc., Melville, NY). BAL fluid was collected from the right middle lobe with three 1 mL/kg (50 mL maximum) saline lavages. Adults received conscious sedation, during which a flexible bronchoscope (Olympus BF-1T20D) was passed trans-nasally into the right middle lobe. Three 50 mL saline aliquots were instilled. For children, the BAL fluid was pooled and divided between the research and clinical laboratories.
BAL samples were centrifuged at 1200 rpm for 7 minutes immediately after collection. Cellular differentials were determined from 300 consecutive cells after Wright staining. Airway macrophages were further purified from the cell pellet by adherence to plastic. Cytospins were made and the resulting cells were preserved for TGFβ1 analysis or added to 5 volumes of RNAlater® for RNA extraction (Applied Biosciences, Carlsbad, CA). Urea nitrogen was measured in plasma and BAL supernatant using a quantitative colorimetric assay (Pointe Scientific, Canton, MI) with sensitivity of 0.05 to 150 mg/dL. The dilution of the proximal and distal BAL was calculated from [urea]plasma/[urea]BAL.22
TGFβ1 expression
TGFβ1 concentrations in the BAL supernatant were quantified using a commercial ELISA (Promega, Madison, WI) that detects the active form and has ≤3% cross-reactivity with other TGFβ isoforms. Total (latent + active) TGFβ1 concentrations in the BAL supernatant and airway macrophage lysate were determined after treatment with hydrochloric acid and neutralization with sodium hydroxide. Data were analyzed at an absorbance of 450 nm. Airway macrophage TGFβ1 concentrations were normalized to the cellular protein content, which was determined using a Coomassie protein assay (Pierce Biotechnology, Rockford, IL). TGFβ1 protein expression was further analyzed by fluorescent microscopy in airway macrophage cytospins using an anti-rabbit TGFβ1 antibody (sc-31609, Santa Cruz Biotechnology, Inc., Santa Cruz, CA). Relative fluorescent units of TGFβ1 were assessed by quantitative digital analysis from 10 experimental fields per set using Image-Pro Plus for Windows (Version 3.1, Media Cybernetics, Inc., Silver Spring, MD).
TGFβ1 mRNA gene expression in airway macrophages was determined after isolation of RNA using a commercial kit (RNeasy Mini, Qiagen, Valencia, CA). 10 ng of total RNA per sample was reverse transcribed using MultiScribe® Reverse Transcriptase (62.U/50 µL reaction), RNase Inhibitor, oligoT primers and MgCl2 at a concentration of 5.5 mM (Applied Biosystems, Carlsbad, CA). cDNA aliquots were used to quantify relative levels of TGFβ1 (TGFB1, Hs645227) in a 96-well assay system (StepOnePlus real-time PCR assay; Applied Biosystems, Carlsbad, CA) with TaqMan primer pairs and probes (Applied Biosystems, Carlsbad, CA). Data were normalized to the β2 microglobulin housekeeping gene (B2M, Hs534255). Net cycle threshold (CT) values were used to calculate ΔCT values for each subject, using the average CT of housekeeping gene as a reference.
Inflammatory and oxidative biomarkers
IL-13 was measured in the BAL supernatant using a bead-based assay with a sensitivity of 0.3 pg/mL (Millipore, Billerica, MA) analyzed on BioRad Bio-Plex System (Bio-Rad Laboratories, Hercules, CA) with gates of 4335 and 10,000. 8-isoprostane concentrations in the BAL supernatant were quantified by a commercial ELISA (Cayman Chemical, Ann Arbor, MI) with a detection limit of 2.7 pg/mL measured at an absorbance at 420 nm. Malondialdehyde concentrations were determined in the BAL supernatant with a spectrophotometric assay (Bioxytech® MDA-586, Oxis International, Foster City, CA) with a detection limit A586 of 0.0088 at 586 nm absorbance.
Data analysis
Data analysis was performed with SPSS® software (Version 19, SPSS Inc., Chicago, IL). TGFβ1, IL-13, 8-isoprostane and malondialdehyde concentrations were expressed per mL of BAL and were also adjusted according to the urea dilution to yield values per mL of epithelial lining fluid (ELF). TGFβ1, IL-13, 8-isoprostane and malondialdehyde concentrations were not normally distributed and were logarithmically transformed with a natural logarithm function (i.e., ln(e)) prior to statistical analyses. Airway macrophage TGFβ1 concentrations were expressed per ng of protein. mRNA gene expression was analyzed relative to the atopic adult control group and expressed as 2−ΔΔCT values. Airflow limitation was defined as an FEV1 < 80% predicted or FEV1/FVC < 0.85. Differences between groups were assessed by chi-square and Kruskal-Wallis tests of significance, Mann-Whitney U tests were used for post-hoc testing, with significance defined as α < 0.05. Bivariate Pearson correlations were used to examine associations between linear variables. Logistic regression analyses were performed with airflow limitation as the dependent variable and asthma characteristics and TGFβ1 concentrations as predictors. Univariate regression models (including each of the baseline measures) were first used to narrow the list of covariates (statistically significant at p < 0.05) to be incorporated in the final multivariate model.
RESULTS
Sixty-eight children with atopic asthma (severe asthma, n = 28) and 12 atopic adult controls were recruited. Indications for bronchoscopy in children are shown in the online repository (Table E1). Bronchoscopy was well tolerated in all subjects with no adverse events. Features of the groups appear in Table I. Within the mild-to-moderate group, 19 had mild asthma treated with low doses of inhaled corticosteroids (≤ 220 mcg inhaled fluticasone/day for age <12 years; ≤ 440 mcg of inhaled fluticasone/day for age ≥12 years). Children with severe asthma, by definition, were prescribed higher doses of ICS and additional controller medications but had greater healthcare utilization for asthma in the preceding year. Children with severe asthma also had higher exhaled nitric oxide concentrations and increased airway lavage eosinophils that corresponded to elevations of total serum IgE (control: 144 ± 61 kU/L; mild-to-moderate: 123 ± 33 kU/L; severe: 549 ± 143 kU/L, p < 0.001). Airflow limitation both at baseline and after bronchodilation were also features of the severe asthma group. However, at the same time, more children with severe asthma had FEV1 bronchodilator reversibility >12% compared to children with mild-to-moderate asthma (57% vs. 16%, p = 0.001), most likely due to a higher baseline FEV1 percent predicted value in the mild-to-moderate group. Other features of the airway lavage such as the protein and urea content did not differ (control vs. mild-to227 moderate vs. severe, protein: 134 ± 84 vs. 177 ± 116 vs. 187 ± 74 µg/mL, p = 0.144; urea: 0.57 ± 0.41 vs. 0.51 ± 0.48 vs. 0.40 ± 0.59 mg/dL, p = 0.104).
Table I.
Features of the subjects. Data represent t he mean ± SD or the frequency (%). P-values were derived from general tests of significance between all groups. Superscripts reflect the p-values for post-hoc comparisons
| Feature | Atopic Controls (n = 12) |
Mild-to-Moderate Atopic Asthma (n = 40) |
Severe Atopic Asthma (n = 28) |
p-value |
|---|---|---|---|---|
| Age (years) | 38 ± 12 | 12 ± 5 | 11 ± 4 | <0.001a,c |
| Males | 3 (25) | 18 (45) | 15 (54) | 0.250 |
| Non-white | 7 (58) | 12 (30) | 17 (61) | 0.026b,c |
| Allergic rhinitis | 11 (92) | 35 (88) | 28 (100) | 0.125 |
| Atopic dermatitis | 3 (25) | 7 (18) | 20 (71) | < 0.001a,b |
| Primary relative with asthma | -- | 15 (38) | 18 (64) | 0.048 |
| Daily medications ICS ICS + long-acting beta-agonist Montelukast Systemic corticosteroids |
-- -- -- -- |
17 (43) 15 (38) 14 (35) 0 |
4 (14) 22 (79) 25 (89) 11 (39) |
0.003 < 0.001 < 0.001 < 0.001 |
| ICS dose (µg fluticasone/day) | -- | 366 ± 318 | 806 ± 357 | < 0.001 |
| Healthcare utilization Emergency visit (previous year) Hospitalization (previous year) Intubation (ever) |
-- -- -- |
7(18) 4 (10) 0 |
23 (82) 22 (79) 6 (21) |
< 0.001 < 0.001 0.027 |
| Exhaled nitric oxide (ppb)1 | 17 ± 22 | 33 ± 39 | 52 ± 31 | < 0.001a,b,c |
| Baseline pulmonary function FVC (% predicted) FEV1 (% predicted) FEV1/FVC FEF25–75 (% predicted) |
95 ± 11 100 ± 11 0.87 ± 0.07 117 ± 33 |
91 ± 18 90 ± 17 0.85 ± 0.07 91 ± 30 |
88 ± 19 75 ± 23 0.74 ± 0.11 55 ± 38 |
0.463 < 0.001a,b < 0.001a,b < 0.001a,b,c |
| Post-bronchodilator pulmonary function FVC (% predicted) FEV1 (% predicted) FEV1/FVC FEF25–75 (% predicted) FEV1 reversibility (%) |
95 ± 11 103 ± 14 0.89 ± 0.06 126 ± 40 2 ± 4 |
93 ± 17 95 ± 16 0.88 ± 0.07 102 ± 28 8 ± 10 |
94 ± 16 86 ± 18 0.78 ± 0.08 80 ± 37 23 ± 20 |
0.942 0.009a,b < 0.001a,b < 0.001a,b,c < 0.001a,b,c |
| Lavage cells Macrophages/monocytes (%) Neutrophils (%)1 Eosinophils (%)1 Lymphocytes (%) |
89.9 ± 4.2 2.7 ± 2.3 0.4 ± 0.4 5.8 ± 2.9 |
90.2 ± 44.5 4.1 ± 3.1 1.1 ± 1.4 4.2 ± 2.3 |
86.9 ± 7.4 6.6 ± 5.5 2.0 ± 3.4 4.5 ± 2.9 |
0.231 0.012a,b 0.049a,c 0.296 |
Data were logarithmically transformed prior to statistical analysis.
p < 0.05 for severe asthma vs. controls,
p < 0.05 for severe asthma vs. moderate asthma,
p < 0.05 for moderate asthma vs. controls
Airway lavage TGFβ1 concentrations
Total (latent + active) airway TGFβ1 concentrations in the BAL supernatant did not differ between atopic adult controls and children with mild-to-moderate asthma (Figure 1A). However, total BAL TGFβ1 concentrations were significantly higher in children with severe asthma and were associated with higher concentrations of active (free) TGFβ1 (Figure 1B). Similar findings were also observed in the ELF after normalization of the BAL for urea (Figure 1C, 1D). In the combined sample of children with mild-to-moderate and severe asthma, total and active (free) BAL TGFβ1 concentrations were not significantly associated with age, ICS dose, exhaled nitric oxide concentration, serum IgE concentration, or airway eosinophils or neutrophils (Online repository Table E2). However, total airway TGFβ1 concentrations in the BAL supernatant were modestly correlated with baseline measures of airflow limitation in the combined group of asthmatic children (Online repository Table E3).
Figure 1.
Total and active (free) TGFβ1 concentrations in the BAL supernatant (panels A and B, respectively) and ELF (panels C and D, respectively) of atopic adult controls (AC), children with mild-to-moderate atopic asthma (MMA) and children with severe atopic asthma (SA). Horizontal lines represent the median. P-values were obtained after natural logarithmic transformation.
Airway macrophage TGFβ1 expression
Airway macrophages were a significant source of airway TGFβ1 production in children with severe asthma. Compared to controls and children with mild-to-moderate asthma, children with severe asthma had higher concentrations of total TGFβ1 in the airway macrophage lysate (Figure 2A). Increased protein expression of TGFβ1 in the airway macrophages of children wit h severe asthma was also confirmed by direct immunofluorescence (Figure 2B) and was accompanied by increased airway macrophage mRNA expression of TGFβ1 (Figure 2C). Airway macrophage TGFβ1 concentrations were further correlated with total and active (free) TGFβ1 concentrations in the BAL supernatant and ELF (Online repository Table E1).
Figure 2.
Airway macrophage (AM) protein expression of TGFβ1 measured by ELISA (panel A) and immunofluorescence (RFU = relative fluorescent units) (panel B) in atopic adult controls (AC), children with mild-to-moderate atopic asthma (MMA) and children with severe atopic asthma (SA). AM mRNA gene expression relative to atopic adult controls is shown in panel (C) as 2−ΔΔCT values. In panels A and B, horizontal lines represent the median and p-values were obtained after natural logarithmic transformation. In panel C, horizontal lines represent the mean.
BAL supernatant IL-13, 8-isoprostane and malondialdehyde concentrations
IL-13, 8-isoprostane and malondialdehyde concentrations were elevated in the BAL supernatant and ELF of both groups of asthmatics as compared to controls (Figure 3). Although IL-13 and 8-isoprostane concentrations did not consistently differentiate asthma severity groups, malondialdehyde concentrations increased as a function of asthma severity and were highest in children with severe asthma (Figure 3C, 3F). In the combined sample of children with mild-to-moderate and severe asthma, 8-isoprostane and malondialdehyde concentrations correlated with total TGFβ1 concentrations in the BAL supernatant and ELF, however, no associations between TGFβ1 and IL-13 were observed (Figure 4). By contrast, TGFβ1 activation, reflected by free TGFβ1 concentrations, was associated with IL-13, 8-isoprostane and malondialdehyde concentrations in the ELF, but not BAL supernatant, of asthmatic children (ELF IL-13: r = 0.336, p = 0.024). 8-isoprostane: r = 0.339, p = 0.023; malondialdehyde: r = 0.553, p < 0.001). IL-13 concentrations in the BAL supernatant were further associated with the percentage of BAL eosinophils (r = 0.313, p = 0.024), whereas malondialdehyde concentrations were associated with the percentage of BAL neutrophils (r = 0.425, p = 0.003).
Figure 3.
Concentrations of IL-13, 8-isoprostanes and malondialdehyde (MDA) in the BAL (panels A–C, respectively) and ELF (panels D–F, respectively) of atopic adult controls (AC), children with mild-to-moderate atopic asthma (MMA) and children with severe atopic asthma (SA). IL-13 concentrations were undetectable in 8 atopic adult controls. Horizontal lines represent the median. P-values were obtained after natural logarithmic transformation.
Figure 4.
Scatterplots with regression lines depicting the relationship between total TGFβ1 and IL-13, 8-isoprostane, and MDA concentrations in the BAL supernatant (panels A–C) and ELF (panels D–F) of children with mild-to-moderate and severe asthma.
Associations between TGFβ1 and airflow limitation
To test the association between airway TGFβ1 concentrations and airflow limitation, univariate logistic regression analyses were first performed with baseline (pre-bronchodilator) airflow limitation as the dependent variable and asthma characteristics as predictors. These analyses were restricted to children with mild-to-moderate and severe asthma a nd did not include the atopic adult controls. Using this approach, race, systemic corticosteroid use, an emergency asthma visit within the preceding year, hospitalization for asthma within the previous year and baseline exhaled nitric oxide concentrations were significant predictors of airflow limitation in children with mild-to-moderate and severe asthma (Table II). Airway IL-13, 8-isoprostane and malondialdehyde concentrations were not associated with airflow limitation in this sample (data not shown). However, total TGFβ1 concentrations in both the BAL and airway macrophage lysate were associated with airflow limitation (Table II). Of the significant baseline asthma characteristics, race, exhaled nitric oxide concentrations, and total BAL TGFβ1 concentrations remained associated with airflow limitation in children with asthma in the multivariable model after controlling for the other significant variables (race, OR: 153.7, 95% CI: 2.74 – 8624.74; log-transformed exhaled nitric oxide, OR: 6.94, 95% CI: 1.18 – 40.55; total log-transformed BAL total TGFβ1, OR 40.18, 95% CI: 1.13 – 1428.29; Online repository Table E4). While total TGFβ1 concentrations in the BAL fluid were also weakly associated with airflow limitation that persisted after bronchodilator administration (log-transformed TGFβ1, OR: 2.70, 95% CI: 1.01 – 7.25; Online repository Table E5), with multivariable analyses, only race and exhaled nitric oxide remained significant race, OR: 51.52, 95% CI: 3.33 – 796.93; log-transformed exhaled nitric oxide, OR: 4.17, 95% CI: 1.02 – 16.98, Online repository Table E6). However, there was a lack of precision in the resulting estimates in both multivariable models of airflow limitation due to limited sample sizes.
Table II.
Univariate model of factors associated with baseline airflow limitation in children with moderate and severe atopic asthma.1
| Variable | N included |
N (%) with outcome |
Unadjusted OR |
95% CI | p-value |
|---|---|---|---|---|---|
| Age in years | 65 | N/A | 1.04 | (0.95, 1.14) | 0.371 |
| Male vs. female | 65 | 32 (49) | 1.37 | (0.51, 3.63) | 0.531 |
| Non-white vs. white | 65 | 27 (42) | 6.73 | (2.18, 20.79) | 0.001 |
| Atopic dermatitis | 65 | 26 (40) | 2.44 | (0.88, 6.82) | 0.088 |
| Primary relative with asthma | 65 | 32 (49) | 2.26 | (0.84, 6.11) | 0.108 |
| Daily medications ICS only ICS + long-acting beta- agonist Montelukast Systemic corticosteroids |
65 65 65 65 |
18 (28) 37 (57) 37 (57) 11 (17) |
0.34 2.54 1.96 12.50 |
(0.11, 1.06) (0.93, 6.96) (0.72, 5.29) (1.49, 104.61) |
0.063 0.070 0.187 0.020 |
| ICS dose (µg fluticasone/day) | 65 | N/A | 1.01 | (1.00, 1.01) | 0.081 |
| Healthcare utilization Emergency visit (previous year) Hospitalization (previous year) Intubation (ever) |
65 65 65 |
27 (42) 24 (37) 6 (9) |
3.64 6.59 5.17 |
(1.27, 10.42) (2.04, 21.27) (0.57, 47.01) |
0.016 0.002 0.144 |
| Exhaled nitric oxide (ppb)2 | 48 | N/A | 2.34 | (1.12, 4.86) | 0.023 |
| Lavage cells Neutrophils (%)2 Eosinophils (%)2 |
63 63 |
N/A N/A |
0.97 1.75 |
(0.44, 2.18) (0.74, 4.15) |
0.949 0.201 |
| TGFβ1 concentration Total (pg/mL BAL)2 Total (pg/mL ELF)2 Free (pg/mL BAL)2 Free (pg/mL ELF)2 Airway macrophages (pg/ng protein)2 |
58 58 58 58 20 |
N/A N/A N/A N/A N/A |
3.47 1.31 1.65 1.17 2.55 |
(1.17, 10.27) (0.74, 2.31) (0.83, 3.29) (0.72, 1.93) (0.63, 10.25) |
0.025 0.358 0.156 0.526 0.046 |
Airflow limitation was defined as a baseline FEV1 < 80% predicted or FEV1/FVC < 0.85.
Data were logarithmically transformed prior to statistical analysis due to a non-normal distribution. The resulting OR corresponds to every one unit [ln(e)] increase in the variable.
DISCUSSION
To our knowledge, this is the first study to comprehensively assess airway TGFβ1 expression and activation and the relationship of airway TGFβ1 to Th2-mediated inflammation, oxidant stress and functional assessments of airway remodeling in a heterogeneous sample of children with atopic asthma. A unique strength of the study is the inclusion of children with severe asthma, who, when compared to children w ith mild-to-moderate asthma and atopic adult controls, had higher airway TGFβ1 concentrations and increased protein and gene expression of TGFβ1 in airway macrophages. Moreover, the airway oxidative burden reflected by the lipid peroxidation biomarkers 8-isoprostanes and malondialdehyde was also greater in children with severe asthma and was associated with increased TGFβ1 cleavage and activation. Furthermore, within the combined sample of children with mild-to-moderate and severe atopic asthma, airway TGFβ1 concentrations were associated with airflow limitation. Together, these data suggest that increased expression and activation of airway TGFβ1, along with an increased airway oxidant burden, may underlie the airway physiological alterations that accompany severe asthma in children.
TGFβ1 is a pleiotropic cytokine that is widely expressed by airway cells and is thought to play a key role in airway remodeling in asthma.9 While increased TGFβ1 protein and mRNA gene expression have been previously described in the airways of asthmatic adults at baseline and after segmental allergen challenge,23–27 airway TGFβ1 expression and activation have not been well quantified in children and no studies to date have focused on children with severe asthma. In two recent studies of predominantly mild asthmatic children who underwent endobronchial biopsy for clinical indications, no qualitative differences in the number of TGFβ1-expressing subepithelial cells were noted as compared to controls.28, 29 Thus it was concluded that TGFβ1 may be downregulated in childhood asthma.29 While we also failed to observe differences in TGFβ1 expression between mild-to-moderate asthmatic children and atopic adults, our finding of increased TGFβ1 protein and mRNA gene expression in children with severe asthma refutes this claim. Moreover, we observed increased cleavage and activation of TGFβ1 in children with severe asthma associated with a significant (i.e., 2-fold) increase in the lipid peroxidation biomarkers 8-isoprostanes and malondialdehyde. While the causal relationship between TGFβ1 and lipid peroxidation i s not clear, the 8-isoprostane and malondialdehyde concentrations observed here are similar to what we have previously reported in this population.14–16 Although additional studies are needed, these findings support previous findings of TGFβ1-mediated inactivation of Nrf219 and suggest that an ongoing cycle of TGFβ1 activation from sustained generation of reactive oxygen species may underlie irreversible airway injury and remodeling in these children.
While the airway epithelium is the predominant site of airway TGFβ1 expression in the lung,30 other cells such as fibroblasts31 and airway smooth muscle cells32 also contribute to airway TGFβ1 pools in asthmatic subjects. In the present study, although airway epithelial cells were not available for analysis, we observed increased TGFβ1 protein and mRNA expression in airway macrophages from children with severe asthma similar to previous findings in asthmatic adults.33 These observations are also in keeping with our previous observations of increased airway macrophage activation and pro-inflammatory cytokine release in this population of children.17
In the present study, we did not observe a clear association between TGFβ1 expression and airway lavage eosinophils in our sample of asthmatic children. However, others have shown that the number of airway lavage eosinophils does not necessarily correlate with mucosal eosinophilia in children with severe asthma.34 While airway eosinophils are known to be a significant source of TGFβ1 in patients with asthma,24 insufficient eosinophils counts in the present study prohibited isolation of these cells and thus their specific contribution to airway TGFβ1 pools is unclear. However, the role of the eosinophil in these findings warrants further study. In previous investigations involving both animals35 and humans,36 inhibition of IL-5, a key mediator of eosinophil activation, attenuated TGFβ1 expression and subsequent airway remodeling.
We also failed to observe significant associations between airway TGFβ1 and exhaled nitric oxide concentrations. This is in contrast to previous work by Mahut et al. which demonstrated correlations between alveolar nitric oxide and BAL TGFβ1 concentrations in asthmatic children.37 However, that study did note a strong association between maximal conducting exhaled nitric oxide output and reticular basement membrane thickening.37 Although the clinical relevance of reticular basement membrane thickening remains controversial,38 reticular basement membrane thickness has been associated with airflow limitation in children with asthma7, 8 and therefore supports our observed associations between exhaled nitric oxide and airflow limitation in this sample.
Because increased TGFβ1 is associated with allergic sensitization independent of asthma,39 all of the subjects included in this study were atopic. While the inclusion of atopic subjects was important for our TGFβ1 analyses, the exclusion of non-atopic subjects may have decreased the variability in our other measures. For instance, although airway lavage eosinophils and IL-13 concentrations were increased in both groups of asthmatic children, they did not differentiate asthma severity. Given that IL-13 has been shown to induce TGFβ1 expression,40 our observation of increased IL-13 in children with mild-to-moderate asthma may appear counterintuitive since TGFβ1 expression was not significantly different in this group. However, we did observe correlations between IL-13 and free TGFβ1 concentrations in the ELF, suggesting that IL-13 may be more relevant to the process of TGFβ1 activation. Furthermore, TGFβ1 and IL-13 are also synergistic41 and thus TGFβ1 is essential for IL-13-mediated airway remodeling and fibrosis.13 This synergism between IL-13 and TGFβ1 likely explains why airflow limitation was less pronounced in our sample of children with mild-to-moderate asthma despite higher expression of IL-13 in the airways.
While severe asthma in children is clearly a heterogeneous condition associated with a number of clinical phenotypes,4 airflow limitation is common feature of the disorder that is identifiable during early childhood.2, 3 Although airflow limitation is less pronounced in children as compared to adults with severe asthma, it persists across the lifespan and declines further as a function of the normal aging process.42 A subset of children with severe asthma also experiences a rapid worsening of airflow limitation during the early adolescent years5 which further increases the risk of severe, life-threatening asthma exacerbations and other adverse outcomes.43 While the mechanisms underlying the progression of airflow limitation in children with severe asthma are not clear, our findings suggest that TGFβ1 may play a role in this process. Importantly, airway TGFβ1 expression in children with severe asthma was increased to a similar magnitude as what has been previously reported in severe asthmatic adults.25 Furthermore, in this cross-sectional sample, airway TGFβ1 concentrations were associated with airflow limitation, even after controlling other relevant factors. However, whether airway TGFβ1 concentrations predict loss of lung function over time is unclear and warrants further study.
This study does have a number of limitations. Because bronchoscopy could only be performed for clinical indications in children, our control group was limited to atopic adults. Whether there are developmental differences in airway TGFβ1 expression between adults and children is not clear. Also the utilization of clinical bronchoscopy samples from children resulted in relatively small group sizes wherein a number of comparisons were made, potentially increasing the risk of Type I statistical error. Utilization of clinical bronchoscopy samples also prohibited the collection of endobronchial biopsies for histological analysis and the isolation of other cell types, such as airway eosinophils and fibroblasts, which are important sources of TGFβ1.9, 24 While it is also unclear how asthma medications may have affected the results, comparisons between children with severe and mild-to-moderate asthma help to eliminate potential confounding by asthma medication exposure and other key variables in the medical history. Although all children in this study were prescribed treatment with ICS, another potential shortcoming is related to adherence with ICS therapy since adherence was not rigorously assessed. The striking racial disparity between our asthmatic groups is also a potential source of confounding that warrants additional investigation. However, despite the relationship between race and airflow limitation that we observed here, we failed to observe consistent associations between race and airway TGFβ1 expression (Online repository Figure E2).
In summary, we have demonstrated increased TGFβ1 protein and mRNA gene expression in the airways of children with severe asthma associated with increased concentrations of the lipid peroxidation biomarkers 8-isoprostanes and MDA. Contrary to our hypothesis, we failed to observe consistent associations between airway TGFβ1 and Th2-mediated eosinophilic inflammation and exhaled nitric oxide. However, TGFβ1 activation as measured by free TGFβ1 did correlate with concentrations of IL-13 in the ELF. While the mechanisms underlying these observations are not clear, these findings suggest an altered feedback mechanism in the airways of children with severe asthma resulting in a vicious cycle of airway oxidant stress and persistent TGFβ1 activation. Given that TGFβ1 concentrations were associated with airflow limitation in this sample of asthmatic children, additional studies are now warranted to determine how TGFβ1 modulates longitudinal derangements of lung function and other outcomes in asthmatic children. Ultimately, interventions to attenuate TGFβ1 expression and activation may be warranted in children with severe asthma to the structural airway changes and resulting symptoms associated with the disorder.
Acknowledgments
Funded by NIH RO1 NR012021 and supported in part by PHS Grant UL1RR025008 from the Clinical and Translational Science Award program, National Institutes of Health, National Center for Research Resources
ABBREVIATIONS
- BAL
Bronchoalveolar lavage
- CT
Cycle threshold
- ELF
Epithelial lining fluid
- ICS
Inhaled corticosteroid
- FEF25–75
Mid-expiratory flow rate
- FEV1
Forced expiratory volume in one second
- FVC
Forced vital capacity
- TGFβ1
Transforming growth factor beta 1
Footnotes
Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final citable form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
CLINICAL IMPLICATIONS
Airway TGFβ1 expression is increased in children with severe asthma and is associated with airflow limitation and biomarkers of oxidant stress. Therapies to attenuate TGFβ1 may be warranted in this population.
REFERENCES
- 1.Bousquet J, Mantzouranis E, Cruz AA, Ait-Khaled N, Baena-Cagnani CE, Bleecker ER, et al. Uniform definition of asthma severity, control, and exacerbations: document presented for the World Health Organization Consultation on Severe Asthma. J Allergy Clin Immunol. 2010;126:926–938. doi: 10.1016/j.jaci.2010.07.019. [DOI] [PubMed] [Google Scholar]
- 2.Fitzpatrick AM, Gaston BM, Erzurum SC, Teague WG. Features of severe asthma in school-age children: Atopy and increased exhaled nitric oxide. J Allergy Clin Immunol. 2006;118:1218–1225. doi: 10.1016/j.jaci.2006.08.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Fitzpatrick AM, Teague WG. Severe Asthma in Children: Insights from the National Heart, Lung, and Blood Institute's Severe Asthma Research Program. Pediatr Allergy Immunol Pulmonol. 2010;23:131–138. doi: 10.1089/ped.2010.0021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Fitzpatrick AM, Teague WG, Meyers DA, Peters SP, Li X, Li H, et al. Heterogeneity of severe asthma in childhood: confirmation by cluster analysis of children in the National Institutes of Health/National Heart, Lung, and Blood Institute Severe Asthma Research Program. J Allergy Clin Immunol. 2011;127:382–389. e1–e13. doi: 10.1016/j.jaci.2010.11.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Fitzpatrick AM, Teague WG. Progressive airflow limitation is a feature of children with severe asthma. J Allergy Clin Immunol. 2011;127:282–284. doi: 10.1016/j.jaci.2010.10.036. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Sorkness RL, Teague WG, Penugonda M, Fitzpatrick AM. Sex dependence of airflow limitation and air trapping in children with severe asthma. J Allergy Clin Immunol. 2011;127:1073–1074. doi: 10.1016/j.jaci.2010.12.1079. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Malmstrom K, Pelkonen AS, Malmberg LP, Sarna S, Lindahl H, Kajosaari M, et al. Lung function, airway remodelling and inflammation in symptomatic infants: outcome at 3 years. Thorax. 2011;66:157–162. doi: 10.1136/thx.2010.139246. [DOI] [PubMed] [Google Scholar]
- 8.Payne DN, Rogers AV, Adelroth E, Bandi V, Guntupalli KK, Bush A, et al. Early thickening of the reticular basement membrane in children with difficult asthma. Am J Respir Crit Care Med. 2003;167:78–82. doi: 10.1164/rccm.200205-414OC. [DOI] [PubMed] [Google Scholar]
- 9.Halwani R, Al-Muhsen S, Al-Jahdali H, Hamid Q. Role of transforming growth factor-beta in airway remodeling in asthma. Am J Respir Cell Mol Biol. 2011;44:127–133. doi: 10.1165/rcmb.2010-0027TR. [DOI] [PubMed] [Google Scholar]
- 10.Barcellos-Hoff MH, Dix TA. Redox-mediated activation of latent transforming growth factor-beta 1. Mol Endocrinol. 1996;10:1077–1083. doi: 10.1210/mend.10.9.8885242. [DOI] [PubMed] [Google Scholar]
- 11.Xiao YQ, Freire-de-Lima CG, Janssen WJ, Morimoto K, Lyu D, Bratton DL, et al. Oxidants selectively reverse TGF-beta suppression of proinflammatory mediator production. J Immunol. 2006;176:1209–1217. doi: 10.4049/jimmunol.176.2.1209. [DOI] [PubMed] [Google Scholar]
- 12.Hackett TL, Warner SM, Stefanowicz D, Shaheen F, Pechkovsky DV, Murray LA, et al. Induction of epithelial-mesenchymal transition in primary airway epithelial cells from patients with asthma by transforming growth factor-beta1. Am J Respir Crit Care Med. 2009;180:122–133. doi: 10.1164/rccm.200811-1730OC. [DOI] [PubMed] [Google Scholar]
- 13.Ingram JL, Huggins MJ, Church TD, Li Y, Francisco DC, Degan S, et al. Airway fibroblasts in asthma manifest an invasive phenotype. Am J Respir Crit Care Med. 2011;183:1625–1632. doi: 10.1164/rccm.201009-1452OC. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Fitzpatrick AM, Teague WG, Burwell L, Brown MS, Brown LA. Glutathione oxidation is associated with airway macrophage functional impairment in children with severe asthma. Pediatr Res. 2011;69:154–159. doi: 10.1203/PDR.0b013e3182026370. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Fitzpatrick AM, Teague WG, Holguin F, Yeh M, Brown LA. Airway glutathione homeostasis is altered in children with severe asthma: evidence for oxidant stress. J Allergy Clin Immunol. 2009;123:146–152. e8. doi: 10.1016/j.jaci.2008.10.047. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Fitzpatrick AM, Brown LA, Holguin F, Teague WG. Levels of nitric oxide oxidation products are increased in the epithelial lining fluid of children with persistent asthma. J Allergy Clin Immunol. 2009;124:990–996. e1–e9. doi: 10.1016/j.jaci.2009.08.039. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Fitzpatrick AM, Higgins M, Holguin F, Brown LA, Teague WG. The molecular phenotype of severe asthma in children. J Allergy Clin Immunol. 2010;125:851–857. e18. doi: 10.1016/j.jaci.2010.01.048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Fitzpatrick AM, Stephenson ST, Hadley GR, Burwell L, Penugonda M, Simon DM, et al. Thiol redox disturbances in children with severe asthma are associated with posttranslational modification of the transcription factor nuclear factor (erythroid-derived 2)-like 2. J Allergy Clin Immunol. 2011;127:1604–1611. doi: 10.1016/j.jaci.2011.03.031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Michaeloudes C, Chang PJ, Petrou M, Chung KF. TGF-{beta} and Nrf2 Regulate Antioxidant Responses in Airway Smooth Muscle Cells: Role in Asthma. Am J Respir Crit Care Med. 2011 Jul 28; doi: 10.1164/rccm.201011-1780OC. [Epub ahead of print] [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Proceedings of the ATS workshop on refractory asthma: current understanding, recommendations, and unanswered questions. American Thoracic Society. Am J Respir Crit Care Med. 2000;162:2341–2351. doi: 10.1164/ajrccm.162.6.ats9-00. [DOI] [PubMed] [Google Scholar]
- 21.Hankinson JL, Odencrantz JR, Fedan KB. Spirometric reference values from a sample of the general U.S. population. Am J Respir Crit Care Med. 1999;159:179–187. doi: 10.1164/ajrccm.159.1.9712108. [DOI] [PubMed] [Google Scholar]
- 22.Rennard SI, Basset G, Lecossier D, O'Donnell KM, Pinkston P, Martin PG, et al. Estimation of volume of epithelial lining fluid recovered by lavage using urea as marker of dilution. J Appl Physiol. 1986;60:532–538. doi: 10.1152/jappl.1986.60.2.532. [DOI] [PubMed] [Google Scholar]
- 23.Prieto J, Lensmar C, Roquet A, van der Ploeg I, Gigliotti D, Eklund A, et al. Increased interleukin-13 mRNA expression in bronchoalveolar lavage cells of atopic patients with mild asthma after repeated low-dose allergen provocations. Respir Med. 2000;94:806–814. doi: 10.1053/rmed.2000.0826. [DOI] [PubMed] [Google Scholar]
- 24.Minshall EM, Leung DY, Martin RJ, Song YL, Cameron L, Ernst P, et al. Eosinophil-associated TGF-beta1 mRNA expression and airways fibrosis in bronchial asthma. Am J Respir Cell Mol Biol. 1997;17:326–333. doi: 10.1165/ajrcmb.17.3.2733. [DOI] [PubMed] [Google Scholar]
- 25.Chakir J, Shannon J, Molet S, Fukakusa M, Elias J, Laviolette M, et al. Airway remodeling-associated mediators in moderate to severe asthma: effect of steroids on TGF-beta, IL-11, IL-17, and type I and type III collagen expression. J Allergy Clin Immunol. 2003;111:1293–1298. doi: 10.1067/mai.2003.1557. [DOI] [PubMed] [Google Scholar]
- 26.Vignola AM, Chanez P, Chiappara G, Merendino A, Pace E, Rizzo A, et al. Transforming growth factor-beta expression in mucosal biopsies in asthma and chronic bronchitis. Am J Respir Crit Care Med. 1997;156:591–599. doi: 10.1164/ajrccm.156.2.9609066. [DOI] [PubMed] [Google Scholar]
- 27.Redington AE, Madden J, Frew AJ, Djukanovic R, Roche WR, Holgate ST, et al. Transforming growth factor-beta 1 in asthma. Measurement in bronchoalveolar lavage fluid. Am J Respir Crit Care Med. 1997;156:642–647. doi: 10.1164/ajrccm.156.2.9605065. [DOI] [PubMed] [Google Scholar]
- 28.Baraldo S, Turato G, Bazzan E, Ballarin A, Damin M, Balestro E, et al. Non-eosinophilic asthma in children: relation with airway remodeling. Eur Respir J. 2011 doi: 10.1183/09031936.00168210. [DOI] [PubMed] [Google Scholar]
- 29.Barbato A, Turato G, Baraldo S, Bazzan E, Calabrese F, Tura M, et al. Airway inflammation in childhood asthma. Am J Respir Crit Care Med. 2003;168:798–803. doi: 10.1164/rccm.200305-650OC. [DOI] [PubMed] [Google Scholar]
- 30.Magnan A, Frachon I, Rain B, Peuchmaur M, Monti G, Lenot B, et al. Transforming growth factor beta in normal human lung: preferential location in bronchial epithelial cells. Thorax. 1994;49:789–792. doi: 10.1136/thx.49.8.789. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Kelley J, Kovacs EJ, Nicholson K, Fabisiak JP. Transforming growth factor-beta production by lung macrophages and fibroblasts. Chest. 1991;99:85S–86S. [PubMed] [Google Scholar]
- 32.Lee KY, Ho SC, Lin HC, Lin SM, Liu CY, Huang CD, et al. Neutrophil-derived elastase induces TGF-beta1 secretion in human airway smooth muscle via NF-kappaB pathway. Am J Respir Cell Mol Biol. 2006;35:407–414. doi: 10.1165/rcmb.2006-0012OC. [DOI] [PubMed] [Google Scholar]
- 33.Vignola AM, Chanez P, Chiappara G, Merendino A, Zinnanti E, Bousquet J, et al. Release of transforming growth factor-beta (TGF-beta) and fibronectin by alveolar macrophages in airway diseases. Clin Exp Immunol. 1996;106:114–119. doi: 10.1046/j.1365-2249.1996.d01-811.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Lex C, Ferreira F, Zacharasiewicz A, Nicholson AG, Haslam PL, Wilson NM, et al. Airway eosinophilia in children with severe asthma: predictive values of noninvasive tests. Am J Respir Crit Care Med. 2006;174:1286–1291. doi: 10.1164/rccm.200603-352OC. [DOI] [PubMed] [Google Scholar]
- 35.Cho JY, Miller M, Baek KJ, Han JW, Nayar J, Lee SY, et al. Inhibition of airway remodeling in IL-5-deficient mice. J Clin Invest. 2004;113:551–560. doi: 10.1172/JCI19133. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Flood-Page P, Menzies-Gow A, Phipps S, Ying S, Wangoo A, Ludwig MS, et al. Anti-IL-5 treatment reduces deposition of ECM proteins in the bronchial subepithelial basement membrane of mild atopic asthmatics. J Clin Invest. 2003;112:1029–1036. doi: 10.1172/JCI17974. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Mahut B, Delclaux C, Tillie-Leblond I, Gosset P, Delacourt C, Zerah-Lancner F, et al. Both inflammation and remodeling influence nitric oxide output in children with refractory asthma. J Allergy Clin Immunol. 2004;113:252–256. doi: 10.1016/j.jaci.2003.10.038. [DOI] [PubMed] [Google Scholar]
- 38.Saglani S, Molyneux C, Gong H, Rogers A, Malmstrom K, Pelkonen A, et al. Ultrastructure of the reticular basement membrane in asthmatic adults, children and infants. Eur Respir J. 2006;28:505–512. doi: 10.1183/09031936.06.00056405. [DOI] [PubMed] [Google Scholar]
- 39.Toda M, Leung DY, Molet S, Boguniewicz M, Taha R, Christodoulopoulos P, et al. Polarized in vivo expression of IL-11 and IL-17 between acute and chronic skin lesions. J Allergy Clin Immunol. 2003;111:875–881. doi: 10.1067/mai.2003.1414. [DOI] [PubMed] [Google Scholar]
- 40.Fichtner-Feigl S, Strober W, Kawakami K, Puri RK, Kitani A. IL-13 signaling through the IL-13alpha2 receptor is involved in induction of TGF-beta1 production and fibrosis. Nat Med. 2006;12:99–106. doi: 10.1038/nm1332. [DOI] [PubMed] [Google Scholar]
- 41.Wenzel SE, Trudeau JB, Barnes S, Zhou X, Cundall M, Westcott JY, et al. TGF-beta and IL-13 synergistically increase eotaxin-1 production in human airway fibroblasts. J Immunol. 2002;169:4613–4619. doi: 10.4049/jimmunol.169.8.4613. [DOI] [PubMed] [Google Scholar]
- 42.Phelan PD, Robertson CF, Olinsky A. The Melbourne Asthma Study: 1964–1999. J Allergy Clin Immunol. 2002;109:189–194. doi: 10.1067/mai.2002.120951. [DOI] [PubMed] [Google Scholar]
- 43.Rasmussen F, Taylor DR, Flannery EM, Cowan JO, Greene JM, Herbison GP, et al. Risk factors for hospital admission for asthma from childhood to young adulthood: a longitudinal population study. J Allergy Clin Immunol. 2002;110:220–227. doi: 10.1067/mai.2002.125295. [DOI] [PubMed] [Google Scholar]




