Abstract
Background
C57BL/6 mice have attenuated allergic airway hyperresponsiveness (AHR) when compared with Balb/c mice but the underlying mechanisms remain unclear. SP-D, an innate immune molecule with potent immunosuppressive activities may have an important modulatory role in the allergic airway response and the consequent physiological changes. We hypothesized that an elevated SP-D production is associated with the impaired ability of C57BL/6 mice to develop allergic AHR.
Methods
SP-D mRNA and protein expression was investigated during development of allergic airway changes in a model of Aspergillus fumigatus (Af)-induced allergic inflammation. To study whether strain dependency of allergic AHR is associated with different levels of SP-D in the lung, Balb/c and C57BL/6 mice were compared.
Results
Sensitization and exposure to Af induced significant airway inflammation in both mouse strains in comparison with naïve controls. AHR to acetylcholine however was significantly attenuated in C57BL/6 mice in spite of increased eosinophilia and serum IgE when compared with Balb/c mice (p < 0.05). Af challenge of sensitized C57BL/6 mice induced a markedly increased SP-D protein expression in the SA surfactant fraction (1,894 ± 170% of naïve controls) that was 1.5 fold greater than the increase in Balb/c mice (1,234 ± 121% p < 0.01). These changes were selective since levels of the hydrophobic SP-B and SP-C and the hydrophilic SP-A were significantly decreased following sensitization and challenge with Af in both strains. Further, sensitized and exposed C57BL/6 mice had significantly lower IL-4 and IL-5 in the BAL fluid than that of Balb/c mice (p < 0.05).
Conclusions
These results suggest that enhanced SP-D production in the lung of C57BL/6 mice may contribute to an attenuated AHR in response to allergic airway sensitization. SP-D may act by inhibiting synthesis of Th2 cytokines.
Background
Airway hyperresponsiveness (AHR) is a heritable polygenic trait and together with eosinophilic airway inflammation and IgE production, is a hallmark of human allergic asthma. Demonstration of strain differences in susceptibility to develop AHR to allergic sensitization has long been intriguing and promoted the use of inbred mouse strains for the investigation of genetic determinants of allergic AHR (reviewed by Heinzmann and Daser, [1]). C57BL/6 mice are relatively hyporesponsive to non-specific airway stimuli and resistant to development of allergic AHR in comparison with a number of other inbred mouse strains [2-4]. Although the exact mechanisms that determine susceptibility or resistance to develop allergic AHR remain unclear, airway inflammation and the underlying adaptive immune responses are thought to play a major role [5-10].
The role of T cell dependent (adaptive) allergic inflammation is well established in the pathogenesis of asthma [6-8,10,11]. However, the modulatory function that the innate immune system plays during allergic sensitization remains less understood. We have recently described that expression of an innate immune molecule, surfactant protein (SP)-D was significantly increased during allergic inflammatory changes in the lung in a murine model [12]. This soluble pattern recognition receptor (also termed lung collectin that consists of a collagenous and a lectin-like motif) may play a regulatory role in the allergic airway changes although its exact mechanism of action is unknown [13].
In this study we examined the differences in allergic airway hyperresponsiveness between C57BL/6 and Balb/c mice and associated changes in surfactant component expression using age-and sex matched C57BL/6 and Balb/c mice in a model of Aspergillus fumigatus induced allergic AHR. Our results demonstrate an inverse relationship between the ability to develop allergen induced AHR and the extent of SP-D production.
Methods
Mice, sensitization and intranasal challenge with Aspergillus fumigatus (Af)-extract
To study the relationship between the ability to produce SP-D and develop AHR, a model of Af-induced allergic sensitization was characterized in two inbred mouse strains. Female BALB/c and C57BL/6 mice were housed under pathogen-free conditions. Experiments were performed between 8–12 weeks of age. All experimental animals used in this study were under a protocol approved by the Institutional Animal Care and Use Committee of the University of Pennsylvania. Two groups of the mouse strains were compared: "Naive" mice received intranasal vehicle challenges with 21% glycerol in PBS. "Sensitized" mice were injected intraperitoneally (i.p.) with 20 μg of Af (Bayer Pharmaceuticals, Elkhart, IN) together with 20 mg Al(OH)3 (Imject Alum; Pierce, Rockford, IL) in PBS (100 μl) on days 1 and 14, followed by intranasal challenge (i.n.) on days 25, 26, and 27 with 25 μl of allergen extract: (12.5 μg Af in 21% glycerol/ PBS). Limulus lysate assay (Limulus Amebocyte Lysate QCL-1000; Bio-Whittaker) was used to determine the endotoxin content in the allergenic Af extract. We have found that LPS level was 1.22 pg LPS/μg protein in the Af extract we used to sensitize mice in this study. The weight range of the groups of mice were the following: Balb/c Naïve: 21–30 g (n = 15); Balb/c Sensitized: 20–30 (n = 22); C57BL/6 Naïve: 22–29 (n = 17); C57BL/6 Sensitized: 22–29 (n = 22). Intranasal treatment was carried out essentially as described previously [12,14,15]. Briefly, sensitized and control mice were anesthetized by isoflurane inhalation, and 25 μl of Af extract or vehicle was applied to the left nares respectively. The studies were performed and all mice were sacrificed 24 hour after their last intranasal treatment, when the peaks of eosinophil infiltration and airway responses were assumed to occur. Naïve mice that received intranasal glycerol treatment alone showed no difference from non sensitized, non exposed normal BALB/c and C57BL-6 mice in any of the study parameters that we investigated, including lung histology, BAL cellular content, immunoglobulin and cytokine profile and airway responses to acetylcholine (not shown).
In vivo measurement of airway responsiveness to acetylcholine (ACh)
Airway function measurements were carried out as previously described [12]. Briefly, anesthesia was provided by intra-peritoneal administration of a mixture of ketamine (100 mg/kg) and xylazine (20 mg/kg), every 20 minutes before and during all surgical procedures. Mice were canulated, and ventilated (140 breaths/min; 0.2 ml tidal volume) following administration of pancuronium bromide (1.0 mg/kg). Transduced alveolar pressure and airflow rate (Validyne DP45 and DP103, USA) was used to calculate lung resistance (RL) and dynamic compliance (Cdyn) by a computer (Buxco Electronics, Inc. NY). Baseline RL and Cdyn values were established and after administration of saline, ACh was given intravenously at concentrations ranging from 80 to 1280 μg/kg in five increments.
Serum ELISA for Immunoglobulins
To detect levels of sensitization and to compare C57BL/6 and Balb/c mice, serum samples were collected as described before [12,16,17]. Antibodies and recombinant IgE were purchased from PharMingen (San Diego CA) and antibody levels were determined according to instructions of the manufacturer. For Af-specific antibody levels plates (Dynatech, Chantilly, VA) were coated with Af (50 μg/ml in PBS, pH 7.1), incubated overnight at 4°C. Samples were diluted 1:5 for Af specific IgE and IgG2a, and 1:25 for IgG1 and for total IgE. Data were analyzed with the Microplate Manager software program for the PC version (Bio-Rad, Hercules, CA).
BAL analysis for differential cell count, cytokine and surfactant content
Lungs were lavaged using either a small volume (1 ml sterile PBS for the analysis of the BAL cytokine profile) or a large volume (5 ml of sterile saline for analysis of the surfactant protein profile). The amount of liquid retained after BAL was an average of 0.75 ml when 1 ml lavage was used and 4.5 ml when 5 ml lavage was used. Total and differential cell counts were performed as described previously [12,16,17]. Cytokine levels were determined from cell free supernatant of the small volume BAL by ELISA using antibodies and recombinant cytokines from PharMingen, (San Diego, CA). ELISA analysis was performed as previously described [12,16,17] and cytokine levels were expressed as pg/μg of total protein. Cell free supernatant of the large volume BAL was separated into large-aggregate (LA) and small-aggregate (SA) fractions by differential centrifugation as described previously [18,19]. Total protein and phospholipid contents of the LA and SA fractions were determined using standard methods. SDS-PAGE of LA and SA surfactant samples was carried out using NuPAGE 10% Bis-Tris gels (Novex, San Diego, CA) according to instructions of the manufacturer. Western blots were performed as previously described [18,19] using anti-SP-C from Byk Goulden Pharmaceuticals (Constance, Germany), monospecific, polyclonal surfactant protein antisera against SP-A, SP-B and SP-D were produced in rabbits using purified rat SP-A, bovine SP-B, and recombinant mouse SP-D as previously described [18,19].
Analysis of mRNA expression
Total RNA was isolated from lungs after BAL as described before [18,19]. Specific mRNA content was determined by Northern blot analysis. Nitrocellulose blots with total RNA were hybridized under high stringency with [α-32P]cDNA probes for rat SP-A, SP-B, SP-C and SP-D prepared from purified plasmid inserts by labeling with [α-32P]dCTP (Ready-to-Go Kit, Pharmacia, Piscataway, NJ) to specific activities of 6–8 × 106 counts/min/μg DNA as previously described (1, 2). The specific signals were normalized for loading by hybridization of each blot with an 32P end-labeled ([γ-32P]ATP) 28S rRNA oligonucleotide probe. Specific mRNA bands were quantified by Phosphoimager (Biorad, Hercules, CA).
SP-A ELISA
In order to analyze and compare the SP-A content in the SA surfactant fractions, in addition to Western blot analysis, we have developed an ELISA protocol using a commercially available kit (Vectastain 6100 kit, Vector Laboratories, Burlingame, CA). Aliquots of SA samples neat or diluted 1:2 with blocking buffer (1% FBS in Dulbecco's PBS) were applied to 96-well Nunc-Immuno MaxiSorp plates (Nalge Nunc International, Denmark). Each assay plate included a standard of human purified SP-A from the BAL fluid of patients suffering from alveolar proteinosis (1 to 2700 ng/well). Polyclonal anti-SP-A antiserum (PA3) was applied as a primary antibody (1:50,000) with goat anti-rabbit IgG (1:1000) as the secondary antibody (Vectastain kit 6101, Vector Laboratories). Colorimetric detection of antibody binding was performed according to the manufacturer's instructions using TMB (TMB Substrate Reagent Set, BD PharMingen) as substrate. Color intensity was measured at 405 nm using an automated microplate reader (Bio-Rad, Hercules, CA) and analyzed with Bio-Rad Microplate Manager software, PC version 5.0.1. Values for unknown samples falling within the linear range of the standard curve were used to obtain the total SP-A content of each sample.
Data analysis
Data were expressed as mean ± SEM. ANOVA or Student's t test assuming equal variances were performed to test differences between groups. A p value of <0.05 was considered as significant. Data were analyzed with the Sigmastat standard statistical package (Jandel Scientific).
Results and discussion
Allergen challenge of sensitized C57BL/6 mice induced attenuated airway hyperresponsiveness to ACh in comparison with Balb/c mice
To compare the effects of antigenic sensitization between C57BL/6 and Balb/c mice, we used an established model of i.p. sensitization and i.n. provocation with an extract of Af that elicited significant increases in airway responses to non-specific stimuli such as ACh [12,14-16]. Following i.p. sensitization and i.n. challenges with Af, as expected on the basis of our previous findings, significant increases in allergic AHR occurred in both the C57BL/6 and Balb/c mice. We confirmed increases in airway obstruction by measuring lung resistance (RL, Fig 1A) and by measuring changes in the dynamic compliance (Cdyn, Fig 1B) [20]. Mice sensitized and exposed to Af showed significant increases in lung resistance (RL) and decreases in dynamic compliance (Cdyn) in a dose-dependent manner in response to ACh when compared with naïve controls in both the Balb/c and C57BL/6 groups (ANOVA p < 0.001 and p < 0.01, respectively). However, the changes in both RL(655 ± 202% maximal increase over the baseline) and Cdyn (a decrease to 59.3 ± 8.8% of the original baseline) were significantly greater in sensitized Balb/c mice compared with those in C57BL/6 mice (RL: 297 ± 93% maximal increase over the baseline and Cdyn: a decrease to 79.3 ± 7.5% of the baseline) (p < 0.05, ANOVA). Baseline airway function was also examined in each mouse strains before ACh administration. There were no significant differences in baseline RL or Cdyn between mouse strains (not shown). Thus, along with a number of different models [2-4], our results demonstrated an attenuated AHR in C57BL/6 mice to non-specific airway stimuli suggesting genetically determined underlying mechanisms.
C57BL/6 mice developed significant systemic IgE and IgG1 levels following allergenic sensitization and challenge with Af, comparable to the responses of Balb/c mice
Allergic AHR occurs through a variety of pathogenic mechanisms depending on the genetic background of the animal and the type of immunization [1,4,21]. Interestingly, the elicited airway inflammation and IgE production may dissociate from the measures of airway obstruction [1,3,4,21-25]. To investigate whether C57BL/6 mice produce total and Af specific serum IgE and IgG at a comparable level to that of Balb/c mice, we analyzed total serum IgE together with the Af-specific immunoglobulin profile (IgE, IgG1 and IgG2a). Mice were sensitized and challenged with Af and blood obtained 24 h after the last allergen challenge. Similarly to our previous findings [12,17], Af sensitization resulted in markedly increased serum IgE, IgG1 and IgG2a levels. As shown in Figure 2A, C57BL/6 mice were not deficient in producing these immunoglobulins upon systemic sensitization and challenges; in fact, levels of total serum IgE (Fig 2A; p < 0.05) and Af-specific IgG1 (Fig 2B; p < 0.01) were significantly greater in this strain than in Balb/c mice. There were no significant differences between the levels of Af-specific IgE (Fig 2C) and IgG2a (not shown) between the two mouse strains. These data suggest that C57BL/6 mice are not impaired in their capability to develop systemic allergic response upon sensitization with Af in our model. Thus, along with Zhang and colleagues [4] and Takeda and colleagues [3] we show that a decreased airway responsiveness in C57BL/6 mice is not accompanied by similar reduction in the total and antigen-specific IgE and IgG1 levels.
C57BL/6 mice develop local airway inflammatory response after i.n. challenge of sensitized mice
Although the number of eosinophils recovered from the BAL fluid of asthmatic patients (reviewed in [6]) and in mouse models of asthma [3,22,23] roughly correlates with disease severity, eosinophil numbers may not directly relate to the extent of airway responsiveness or tissue injury. Hematoxilyn eosin staining of histological lung section from both Balb/c and C57BL/6 mice that were sensitized and challenged with Af demonstrated a predominantly perivascular and peribronchial inflammatory infiltrate of mainly mononuclear cells and eosinophils, (data not shown) as previously described [3]. Analysis of the cellular fraction of BAL showed that both Balb/c and C57BL/6 mice had increased and similar total cell numbers after sensitization and challenge with Af (Figure 3A) in comparison with naïve controls. In spite of a comparable total BAL cell count between Balb/c and C57BL/6 mice however, the numbers of eosinophils were significantly higher in sensitized C57BL/6 mice than sensitized Balb/c mice (609 ± 90 × 103 vs 140 ± 42 × 103, respectively, p < 0.001), (Figure 3B).
In order to compare the effects of allergic sensitization and challenge on phospholipid and protein content of the BAL between Balb/c and C57BL/6 mice, we next examined the large aggregate (LA) and small aggregate (SA) surfactant fractions of the cell free BAL supernatant as described previously [26,27] (Table 1). Sensitization and challenge induced a 2-fold increase in protein levels in the SA fraction (where the majority of protein is found; p < 0.01) and a conversion of phospholipids between the LA and the SA (p < 0.05) surfactant fraction in C57BL/6 (but not Balb/c mice). Thus, analysis of the BAL cellular, protein and phospholipid profile indicated that C57BL/6 mice are capable of developing local inflammatory changes comparable and indeed more prominent than those in Balb/c mice upon allergic sensitization and challenge.
Table 1.
MOUSE STRAIN | Protein, μg per lung | Phospholipid, μg per lung | |||
LA | SA | LA | SA | ||
BALB/C | Naive | 94 ± 19 | 1,075 ± 154 | 144 ± 25 | 78 ± 11 |
Sensitized | 99 ± 14 | 1,059 ± 108 | 146 ± 12 | 106 ± 14 | |
C57BL/6 | Naive | 56 ± 6 | 1,283 ± 200 | 148 ± 22 | 97 ± 6 |
Sensitized | 56 ± 7 | 1,998 ± 266*# | 100 ± 12* | 146 ± 24* |
Protein and phospholipid content were analyzed from the large aggregate (LA) and the small aggregate (SA) surfactant fractions of naïve and sensitized mice as described. Data are expressed as amount of protein or phospholipid (micrograms) per mouse lung. Mean ± SEM of n = 16–22 mice per group were calculated after deriving the average of the results from two independent experiments. *p < 0.05 Sensitized vs Naive; #p < 0.05 C57BL/6 vs Balb/c.
C57BL/6 mice had markedly elevated SP-D levels both at baseline and after sensitization and challenge with Af in comparison with Balb/c mice
We have previously shown that allergic Th2-type inflammation induced production of SP-D, an otherwise constitutively expressed protein in the lung [12]. These studies were recently confirmed by others in murine models [28] and in human asthmatic patients [29]. Increases in SP-D expression in lung inflammation have been also described in our laboratory in a different model of inflammation induced by Pneumocystis carinii pneumonia [18,19]. In contrast to the non-specific upregulation of both hydrophilic surfactant proteins SP-A and SP-D in pneumonia however, allergic airway inflammation selectively affected SP-D production, suggesting distinct regulatory pathways and a specific role for this lung collectin [12].
We analyzed whether the changes induced by allergic sensitization and challenge with Af in pulmonary surfactant protein expression were different between C57BL/6 and Balb/c mice. Cell free supernatant of BAL was further fractionated into large (LA) and small (SA) aggregate surfactant fractions by differential centrifugation as described previously in our laboratory [18,19]. Fractionation of the BAL is important because of the differential surfactant protein profile that may be recovered from the different fractions: while the majority of the proteinaceous material and SP-D can be found in the SA, most of the phospholipids and all of the hydrophobic surfactant proteins (SP-B and C) are in the LA fraction. Analyses of the BAL cell pellet for SP-D expression showed no significant differences among the groups (not shown) suggesting that cell-associated SP-D does not represent a significant proportion of collectins in this model. Immunoblot analysis demonstrated that Af challenge of sensitized C57BL/6 mice induced increased SP-D protein expression in the LA surfactant fraction (352 ± 88% of the naïve control levels) that was 1.6 fold greater than in Balb/c mice (221 ± 36%, p < 0.05). In the SA surfactant fraction (where the majority of this protein may be found), Af challenge of sensitized C57BL/6 mice induced a 1,894 ± 170% increase in SP-D from the naïve control group, that was 1.5 fold greater than the 1,269 ± 142% increase in Balb/c mice (p < 0.01 Figure 4A and 4B). In addition, SP-D expression was also significantly greater in naïve C57BL/6 mice (SA BAL SP-D levels were 233% of naïve Balb/c SP-D levels p < 0.05). Thus, sensitization and challenge with Af markedly increased SP-D protein content in the SA BAL fraction of both Balb/c and C57BL/6 mice, however the latter show a distinctly greater capability to produce SP-D in response to allergen challenge. The fact that SP-D expression was also significantly greater in naïve C57BL/6 mice than in Balb/c mice suggests that baseline production of this collectin in the lung is genetically determined.
SP-D increase following Af-challenge of sensitized mice was selective in both C57BL/6 and Balb/c mice
To study whether the increases in SP-D levels correlated with total mRNA levels, we also analyzed SP-D mRNA expression. Although there was a trend towards increases in SP-D mRNA following sensitization and challenge in C57BL/6 mice (184% of non-sensitized control SP-D mRNA), the findings were not statistically significant (Figure 4C and 4D) indicating that a possibly enhanced mRNA transcription may not be the sole requirement for allergic inflammation induced SP-D production. Since changes in mRNA expression were not proportional to those in protein expression (an approximately two fold increase in SP-D mRNA accompanied a nearly 20 fold enhancement in SP-D protein), we speculate that in addition to transcriptional regulation, metabolism of this lung collectin may also be significantly affected during allergic inflammation and a reduced recycling or an increased half life may contribute to its accumulation [30].
To confirm the selectivity of SP-D upregulation in C57BL/6 mice during allergic airway inflammation we also analyzed the LA and SA surfactant fractions for SP-A, the other member of the hydrophilic surfactant protein (lung collectin) family. SP-A protein (Fig 5A and 5B) and mRNA (Fig 5C) levels were unaffected by allergic sensitization and challenge in C57BL/6 and Balb/c mice as demonstrated by Western blot analysis of both the LA and SA surfactant fractions (Fig 5A) and Northern blot analysis of the lung tissue (Fig 5C). Further, naïve C57BL/6 mice had significantly lower levels of SP-A protein when compared with Balb/c mice by ELISA (Fig 5B) and Western blot (Fig 5A).
In addition to the hydrophilic surfactant proteins, we studied changes in the hydrophobic SP-B and SP-C. Western blot analysis of the LA aggregate fraction (where SP-B and SP-C are found) demonstrated a 50% reduction of sensitized Balb/c and C57BL/6 mice (data not shown). Although reduction of the hydrophobic surfactant proteins was similar between strains, C57BL/6 mice had slightly lower baseline levels of SP-B when compared with naïve Balb/c mice (30 ± 12% of naïve Balb/c level). Thus, the only surfactant protein that showed significant increases during allergic airway inflammation was SP-D. Regression analysis between SP-D and airway eosinophilia showed a statistically significant positive correlation (r = 0.7305, p < 0.05) indicating that greater inflammation elicits the production of more SP-D in the lung.
The mechanisms that may be responsible for enhanced production of SP-D in the lung are unknown. Positive correlations between SP-D levels and airway eosinophilia may indicate a potential common regulatory pathway. In support of that, recent studies in mice over expressing IL-4 [30,31], IL-5 [32] and IL-13 [33] in the lung tissue indicated that Th2-type inflammation induced over production of SP-D. Enhanced SP-D expression in return may exert a protective immunosuppressive function in the distal airspaces. Originally SP-D was thought to be important in stimulating clearance of pathogens and allergenic material by macrophages, providing a first line of protection from allergic sensitization [13,34]. Later this collectin was shown to inhibit lymphocyte proliferation and decrease histamine release by basophils induced by house dust mite and Af allergens [34]. In recent murine models of allergic bronchopulmonary aspergillosis (ABPA), SP-D treatment protected against mortality and inhibited the immunoglobulin, eosinophil and Th2 cytokines associated with this model of fungal infection [35,36].
Th2 cytokine levels in the BAL fluid of C57BL/6 mice were inhibited in comparison with Balb/c mice following sensitization and challenge with Af
Aside from processes such as maturation, recruitment and survival of eosinophilic granulocytes, that are ultimately reflected by the numbers of these cells observed in the lung tissue, the ability to release de novo synthesized and preformed proinflammatory mediators is also essential to mount an inflammatory response [11]. This effector function is dependent on optimal priming and activation of these cells by eosinophil active Th2-type cytokines including IL-3, IL-5, IL-9 and GM-CSF [37,38]. To that end, it is of interest that analyses of the murine IL-9 gene identified a genetic defect at the IL-9 locus in C57BL/6 mice [2]. To investigate the association of BAL SP-D levels with the cytokine profile induced by allergenic sensitization and challenges in Balb/c and C57BL/6 mice, we analyzed IFN-γ, TNF-α, IL-4 and IL-5 protein expression in the BAL supernatant. Similarly to our earlier studies, sensitization and challenge with Af markedly enhanced IL-4 and IL-5. IFN-γ decreased by approximately 50% in both strains; from 143 ± 20 to 67 ± 6 pg/ng of total protein in Balb/c mice and from 79 ± 10 to 36 ± 5 pg/ng of total protein in C57BL/6 mice. As shown in Figure 6, IL-4 and IL-5 were increased in mice sensitized and challenged with Af in comparison with naïve controls both in the Balb/c and the C57BL/6 strains (p < 0.05). The increase in cytokine levels in the C57BL/6 mice however, was significantly attenuated following sensitization and challenge with Af in comparison with Balb/c mice suggesting local inhibition of release or synthesis of these cytokines. Thus, sensitization and challenge with Af markedly enhanced IL-4 and IL-5 but not IFN-γ both in the Balb/c and the C57BL/6 strains as also shown in our previous studies [12,16,17]. The increase in the Th2 cytokine levels in the C57BL/6 mice was however, significantly attenuated suggesting inhibition of release or reduced synthesis.
Conclusions
In conclusion, SP-D production was increased in response to allergic airway inflammation in mice sensitized and challenged with Af. This process may be genetically regulated and may serve a negative feedback that would inhibit further Th2 activation. We speculate that enhanced SP-D levels may be responsible for an impaired ability of C57BL/6 mice to develop allergen induced AHR.
Authors' contributions
ENA carried out the surfactant protein analysis and analyzed the data. MFB participated in the design of the study and contributed to the manuscript writing with comments. YT carried out the animal experiments. STS carried out the protein and phospholipids measurements. SJR performed the mRNA analysis. RAP participated in the writing of the manuscript. AH conceived of, designed and coordinated the study, and participated in its writing. All authors read and approved the final manuscript.
Acknowledgments
Acknowledgements
AH is a Parker B. Francis Research Fellow in Pulmonary Medicine
MFB: RO1 HL64520 & HL59867
Contributor Information
Elena N Atochina, Email: haczku@mail.med.upenn.edu.
Michael F Beers, Email: haczku@mail.med.upenn.edu.
Yaniv Tomer, Email: haczku@mail.med.upenn.edu.
Seth T Scanlon, Email: haczku@mail.med.upenn.edu.
Scott J Russo, Email: haczku@mail.med.upenn.edu.
Reynold A Panettieri, Jr, Email: haczku@mail.med.upenn.edu.
Angela Haczku, Email: haczku@mail.med.upenn.edu.
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