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1.
Sci Total Environ ; 950: 175348, 2024 Nov 10.
Article in English | MEDLINE | ID: mdl-39117222

ABSTRACT

Environmental exposures and community characteristics have been linked to accelerated lung function decline in people with cystic fibrosis (CF), but geomarkers, the measurements of these exposures, have not been comprehensively evaluated in a single study. To determine which geomarkers have the greatest predictive potential for lung function decline and pulmonary exacerbation (PEx), a retrospective longitudinal cohort study was performed using novel Bayesian joint covariate selection methods, which were compared with respect to PEx predictive accuracy. Non-stationary Gaussian linear mixed effects models were fitted to data from 151 CF patients aged 6-20 receiving care at a CF Center in the midwestern US (2007-2017). The outcome was forced expiratory volume in 1 s of percent predicted (FEV1pp). Target functions were used to predict PEx from established criteria. Covariates included 11 routinely collected clinical/demographic characteristics and 45 geomarkers comprising 8 categories. Unique covariate selections via four Bayesian penalized regression models (elastic-net, adaptive lasso, ridge, and lasso) were evaluated at both 95 % and 90 % credible intervals (CIs). Resultant models included one to 6 geomarkers (air temperature, percentage of tertiary roads outside urban areas, percentage of impervious nonroad outside urban areas, fine atmospheric particulate matter, fraction achieving high school graduation, and motor vehicle theft) representing weather, impervious descriptor, air pollution, socioeconomic status, and crime categories. Adaptive lasso had the lowest information criteria. For PEx predictive accuracy, covariate selection from the 95 % CI elastic-net had the highest area under the receiver-operating characteristic curve (mean ± standard deviation; 0.780 ± 0.026) along with the 95 % CI ridge and lasso methods (0.780 ± 0.027). The 95 % CI elastic-net had the highest sensitivity (0.773 ± 0.083) while the 95 % CI adaptive lasso had the highest specificity (0.691 ± 0.087), suggesting the need for different geomarker sets depending on monitoring goals. Surveillance of certain geomarkers embedded in prediction algorithms can be used in real-time warning systems for PEx onset.


Subject(s)
Bayes Theorem , Environmental Exposure , Humans , Environmental Exposure/statistics & numerical data , Female , Male , Retrospective Studies , Adolescent , Child , Young Adult , Disease Progression , Air Pollution/statistics & numerical data , Longitudinal Studies , Cystic Fibrosis , Lung Diseases/epidemiology , Air Pollutants/analysis
2.
J Cyst Fibros ; 23(5): 926-935, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38997823

ABSTRACT

RATIONALE: Cystic Fibrosis (CF) progresses through recurrent infection and inflammation, causing permanent lung function loss and airway remodeling. CT scans reveal abnormally low-density lung parenchyma in CF, but its microstructural nature remains insufficiently explored due to clinical CT limitations. To this end, diffusion-weighted 129Xe MRI is a non-invasive and validated measure of lung microstructure. In this work, we investigate microstructural changes in people with CF (pwCF) relative to age-matched, healthy subjects using comprehensive imaging and analysis involving pulmonary-function tests (PFTs), and 129Xe MRI. METHODS: 38 healthy subjects (age 6-40; 17.2 ± 9.5 years) and 39 pwCF (age 6-40; 15.6 ± 8.0 years) underwent 129Xe-diffusion MRI and PFTs. The distribution of diffusion measurements (i.e., apparent diffusion coefficients (ADC) and morphometric parameters) was assessed via linear binning (LB). The resulting volume percentages of bins were compared between controls and pwCF. Mean ADC and morphometric parameters were also correlated with PFTs. RESULTS: Mean whole-lung ADC correlated significantly with age (P < 0.001) for both controls and CF, and with PFTs (P < 0.05) specifically for pwCF. Although there was no significant difference in mean ADC between controls and pwCF (P = 0.334), age-adjusted LB indicated significant voxel-level diffusion (i.e., ADC and morphometric parameters) differences in pwCF compared to controls (P < 0.05). CONCLUSIONS: 129Xe diffusion MRI revealed microstructural abnormalities in CF lung disease. Smaller microstructural size may reflect compression from overall higher lung density due to interstitial inflammation, fibrosis, or other pathological changes. While elevated microstructural size may indicate emphysema-like remodeling due to chronic inflammation and infection.


Subject(s)
Cystic Fibrosis , Diffusion Magnetic Resonance Imaging , Respiratory Function Tests , Xenon Isotopes , Humans , Cystic Fibrosis/complications , Cystic Fibrosis/diagnostic imaging , Cystic Fibrosis/physiopathology , Male , Female , Diffusion Magnetic Resonance Imaging/methods , Adolescent , Respiratory Function Tests/methods , Adult , Child , Pulmonary Alveoli/diagnostic imaging , Pulmonary Alveoli/pathology
3.
bioRxiv ; 2023 Nov 05.
Article in English | MEDLINE | ID: mdl-37961496

ABSTRACT

Neutrophil Extracellular Traps (NETs), a key component of early defense against microbial infection, are also associated with tissue injury. NET composition has been reported to vary with some disease states, but the composition and variability of NETs across many healthy subjects provides a critical comparison that has not been well investigated. We evaluated NETs from twelve healthy subjects of varying ages isolated from multiple blood draws over a three and one half-year period to delineate the variability in extracellular DNA, protein, enzymatic activities, and susceptibility to protease inhibitors. We calculated correlations for NET constituents and loss of human bronchial epithelial barrier integrity, measured by transepithelial electrical resistance, after NET exposure. We found that although there was some variability within the same subject over time, the mean numbers of neutrophils, protein, LDH, serine protease activities, and cytokines IL-8, IL-1RA, and G-CSF in isolated NETs were consistent across subjects. Total DNA and double stranded DNA content in NETs were different across donors. NETs had little or no TNFα, IL-17A, or GM-CSF. NET DNA concentration correlated with increased NET neutrophil elastase activity and higher NET IL-1RA concentrations. NET serine protease activity varied considerably within the same donor from day-to-day. Mean response to protease inhibitors was significantly different across donors. NET DNA concentration correlated best with reductions in barrier integrity of human bronchial epithelia. Defining NET concentration by DNA content correlates with other NET components and reductions in NET-driven epithelial barrier dysfunction, suggesting DNA is a reasonable surrogate measurement for these complex structures in healthy subjects.

4.
Respir Res ; 24(1): 198, 2023 Aug 11.
Article in English | MEDLINE | ID: mdl-37568151

ABSTRACT

BACKGROUND: The primary underlying defect in cystic fibrosis (CF) is disrupted ion transport in epithelia throughout the body. It is unclear if symptoms such as airway hyperreactivity (AHR) and increased airway smooth muscle (ASM) volume in people with CF are due to inherent abnormalities in smooth muscle or are secondary to epithelial dysfunction. Transforming Growth Factor beta 1 (TGFß) is an established genetic modifier of CF lung disease and a known driver of abnormal ASM function. Prior studies have demonstrated that CF mice develop greater AHR, goblet cell hyperplasia, and ASM hypertrophy after pulmonary TGFß exposure. However, the mechanism driving these abnormalities in CF lung disease, specifically the contribution of CFTR loss in ASM, was unknown. METHODS: In this study, mice with smooth muscle-specific loss of CFTR function (Cftrfl/fl; SM-Cre mice) were exposed to pulmonary TGFß. The impact on lung pathology and physiology was investigated through examination of lung mechanics, Western blot analysis, and pulmonary histology. RESULTS: Cftrfl/fl; SM-Cre mice treated with TGFß demonstrated greater methacholine-induced AHR than control mice. However, Cftrfl/fl; SM-Cre mice did not develop increased inflammation, ASM area, or goblet cell hyperplasia relative to controls following TGFß exposure. CONCLUSIONS: These results demonstrate a direct smooth muscle contribution to CF airway obstruction mediated by TGFß. Dysfunction in non-epithelial tissues should be considered in the development of CF therapeutics, including potential genetic therapies.


Subject(s)
Asthma , Cystic Fibrosis , Animals , Mice , Cystic Fibrosis/metabolism , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Hyperplasia/metabolism , Hyperplasia/pathology , Muscle, Smooth/metabolism , Transforming Growth Factor beta/metabolism
5.
Int J Mol Sci ; 25(1)2023 Dec 30.
Article in English | MEDLINE | ID: mdl-38203698

ABSTRACT

Neutrophil extracellular traps (NETs), a key component of early defense against microbial infection, are also associated with tissue injury. NET composition has been reported to vary with some disease states, but the composition and variability of NETs across many healthy subjects provide a critical comparison that has not been well investigated. We evaluated NETs from twelve healthy subjects of varying ages isolated from multiple blood draws over a three-and-one-half-year period to delineate the variability in extracellular DNA, protein, enzymatic activities, and susceptibility to protease inhibitors. We calculated correlations for NET constituents and loss of human bronchial epithelial barrier integrity, measured by transepithelial electrical resistance, after NET exposure. We found that although there was some variability within the same subject over time, the mean NET total DNA, dsDNA, protein, LDH, neutrophil elastase (NE), and proteinase 3 (PR3) in isolated NETs were consistent across subjects. NET serine protease activity varied considerably within the same donor from day to day. The mean NET cathepsin G and MPO were significantly different across donors. IL-8 > IL-1RA > G-CSF were the most abundant cytokines in NETs. There was no significant difference in the mean concentration or variability of IL-8, IL-1RA, G-CSF, IL-1α, IL-1ß, or TNF-α in different subjects' NETs. NET DNA concentration was correlated with increased NET neutrophil elastase activity and higher NET IL-1RA concentrations. The mean reduction in protease activity by protease inhibitors was significantly different across donors. NET DNA concentration correlated best with reductions in the barrier integrity of human bronchial epithelia. Defining NET concentration by DNA content correlates with other NET components and reductions in NET-driven epithelial barrier dysfunction, suggesting DNA is a reasonable surrogate measurement for these complex structures in healthy subjects.


Subject(s)
Extracellular Traps , Humans , Healthy Volunteers , Interleukin 1 Receptor Antagonist Protein , Interleukin-8 , Leukocyte Elastase , Granulocyte Colony-Stimulating Factor , DNA , Protease Inhibitors
6.
Head Neck ; 43(7): 2159-2177, 2021 07.
Article in English | MEDLINE | ID: mdl-33856086

ABSTRACT

BACKGROUND: After head and neck cancer (HNC) treatment, dysgeusia may be a barrier to oral intake. In this exploratory study, we prospectively examined taste perception, clinician-rated (CRO) and patient-reported (PRO) taste changes and their effect on oral intake postradiotherapy. METHODS: Twenty-eight patients were assessed at baseline, treatment weeks 2 and 4, and 1, 3, and 6 months post-treatment using a whole-mouth taste test and associated CRO and subjective PRO measures. RESULTS: Greater taste impairment was reflected by subjective than by a whole-mouth taste test. The most significant and consistent decline occurred mid-treatment. The Chemotherapy-Induced Taste Alteration Scale (PRO) discomfort subscale correlated significantly with maintaining an oral diet, percent of oral intake, and appetite level from mid-treatment to 6 months post-treatment. CONCLUSIONS: PRO results indicated ongoing oral intake issues. Whole-mouth taste tests may fail to fully reflect functional taste-loss. Dysgeusia prevention and treatment methods are needed to improve patient outcomes.


Subject(s)
Dysgeusia , Head and Neck Neoplasms , Dysgeusia/diagnosis , Dysgeusia/etiology , Head and Neck Neoplasms/radiotherapy , Humans , Mouth , Patient Reported Outcome Measures , Taste
7.
J Oncol Pharm Pract ; 27(1): 26-32, 2021 Jan.
Article in English | MEDLINE | ID: mdl-32164493

ABSTRACT

PURPOSE: High-dose methotrexate is a cytotoxic agent used to treat several malignancies. Urine alkalinization with sodium bicarbonate and hyperhydration are given with methotrexate to prevent drug precipitation in the kidneys. Due to a nationwide intravenous sodium bicarbonate shortage, an enteral-based urine alkalinization protocol was instituted. This study compared outcomes and adverse effects between the previously used intravenous and newly implemented enteral protocols. METHODS: Single center retrospective cohort study comparing parenteral and enteral urine alkalinization for patients that received methotrexate doses ≥ 500 mg/m2 between 1 April 2016 and 1 October 2018. The primary endpoint was time to methotrexate clearance. Secondary outcomes included length of stay, time to administration of methotrexate, amount of sodium bicarbonate utilized, toxicities of methotrexate, and protocol-associated adverse effects. RESULTS: There were 67 patients included in the study for a total of 195 infusions. The average time to methotrexate clearance between the two cohorts was similar (parenteral 88 h vs. enteral 98 h p = 0.06). Likewise, length of stay was not different between the two cohorts (p = ns). The enteral cohort methotrexate's doses were initiated faster and received significantly less intravenous sodium bicarbonate when compared to the parenteral cohort (p = 0.04). Rates of acute kidney injury, neutropenia, hepatotoxicity, and mucositis were similar between the two groups. There were higher rates of diarrhea and low serum bicarbonate values in the enteral cohort. CONCLUSION: This study supports the ability to conserve intravenous sodium bicarbonate by using an enteral-based urine alkalization regimen for HD methotrexate, with no difference in outcomes or toxicity.


Subject(s)
Antimetabolites, Antineoplastic/pharmacokinetics , Methotrexate/pharmacokinetics , Adult , Aged , Alkalies , Antimetabolites, Antineoplastic/adverse effects , Antimetabolites, Antineoplastic/urine , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Cohort Studies , Endpoint Determination , Female , Humans , Infusions, Parenteral , Length of Stay , Male , Methotrexate/adverse effects , Methotrexate/urine , Middle Aged , Neoplasms/drug therapy , Neoplasms/metabolism , Retrospective Studies , Sodium Bicarbonate
8.
J Cyst Fibros ; 20(3): 533-539, 2021 05.
Article in English | MEDLINE | ID: mdl-33288474

ABSTRACT

BACKGROUND: Two functional measurements (multiple breath washout [MBW] and hyperpolarized 129Xe ventilation magnetic resonance imaging [129Xe MRI]) have been shown to be more sensitive to cystic fibrosis (CF) lung obstruction than traditional spirometry. However, functional techniques may be sensitive to different underlying structural abnormalities. The purpose of this study was to determine relationships between these functional markers, their pathophysiology, and 1-year clinical outcomes. METHODS: Spirometry, MBW, 129Xe MRI, and ultrashort echo-time (UTE) MRI were obtained in a same-day assessment of 27 pediatric CF patients (ages 11.5±5.0) who had not begun CFTR modulator therapies. UTE MRI was scored for structural abnormalities and functional metrics obtained via spirometry, MBW and 129Xe MRI. 1-year outcomes (ΔFEV1 and pulmonary exacerbations), during which ≈50% initiated modulator therapy, were obtained from the electronic medical record. RESULTS: MBW, 129Xe MRI, and UTE MRI detected clinically significant disease in more subjects (>78%) compared to spirometry (<30%). UTE MRI suggests increased odds of bronchial changes when mucus plugging is present in the same lobe. MBW and 129Xe MRI correlated best with mucus plugging, while spirometry correlated best with consolidations. Bronchial abnormalities were associated with future pulmonary exacerbations. CONCLUSIONS: MBW, 129Xe MRI, and UTE MRI are more sensitive for detection of pediatric CF lung disease when compared to spirometry. MBW and 129Xe MRI correlated with structural abnormalities which occur in early CF disease, suggesting MBW and 129Xe MRI are valuable tools in mild CF lung disease that can guide clinical decision making.


Subject(s)
Cystic Fibrosis/diagnostic imaging , Cystic Fibrosis/physiopathology , Magnetic Resonance Imaging/methods , Spirometry , Child , Female , Humans , Male , Prospective Studies , Sensitivity and Specificity , Xenon Isotopes
9.
J Cyst Fibros ; 19(5): 815-822, 2020 09.
Article in English | MEDLINE | ID: mdl-32593509

ABSTRACT

BACKGROUND: Cystic fibrosis (CF) patients develop severe lung disease including chronic airway infections, neutrophilic inflammation, and progressive fibrotic remodeling in airways. However, cellular and molecular processes that regulate excessive collagen deposition in airways in these patients remain unclear. Fibrocytes are bone marrow (BM)-derived mesenchymal cells that express the hematopoietic cell marker CD45, and mesenchymal cell markers and implicated in collagen deposition in several fibrotic diseases. It is unknown whether fibrocytes accumulate in the lungs of CF patients, so the current study evaluates the presence of fibrocytes in the fibrotic lesions of airways in explanted CF lungs compared to non-CF unused donor lungs (control). METHODS: We used immunofluorescence staining to determine if fibrocytes accumulate in explanted CF lungs compared to healthy donor lungs. Simultaneously, we evaluated cells collected by bronchoalveolar lavage (BAL) in CF patients using multi-color flow cytometry. Finally, we analyzed transcripts differentially expressed in fibrocytes isolated from the explanted CF lungs compared to control to assess fibrocyte-specific pro-fibrotic gene networks. RESULTS: Our findings demonstrate fibrocyte accumulation in CF lungs compared to non-CF lungs. Additionally, fibrocytes were detected in the BAL of all CF children. Transcriptomic analysis of fibrocytes identified dysregulated genes associated with fibrotic remodeling in CF lungs. CONCLUSIONS: With significantly increased fibrocytes that show increased expression of pro-fibrotic gene transcripts compared to control, our findings suggest an intervention for fibrotic remodeling as a potential therapeutic target in CF.


Subject(s)
Cystic Fibrosis/pathology , Lung/pathology , Mesenchymal Stem Cells/physiology , Adolescent , Case-Control Studies , Cell Culture Techniques , Child , Child, Preschool , Cystic Fibrosis/metabolism , Female , Humans , Leukocyte Common Antigens/metabolism , Lung/metabolism , Male
10.
Am J Respir Crit Care Med ; 202(8): 1133-1145, 2020 10 15.
Article in English | MEDLINE | ID: mdl-32569477

ABSTRACT

Rationale: In cystic fibrosis the major cause of morbidity and mortality is lung disease characterized by inflammation and infection. The influence of sphingolipid metabolism is poorly understood with a lack of studies using human airway model systems.Objectives: To investigate sphingolipid metabolism in cystic fibrosis and the effects of treatment with recombinant human acid ceramidase on inflammation and infection.Methods: Sphingolipids were measured using mass spectrometry in fully differentiated cultures of primary human airway epithelial cells and cocultures with Pseudomonas aeruginosa. In situ activity assays, Western blotting, and quantitative PCR were used to investigate function and expression of ceramidase and sphingomyelinase. Effects of treatment with recombinant human acid ceramidase on sphingolipid profile and inflammatory mediator production were assessed in cell cultures and murine models.Measurements and Main Results: Ceramide is increased in cystic fibrosis airway epithelium owing to differential function of enzymes regulating sphingolipid metabolism. Sphingosine, a metabolite of ceramide with antimicrobial properties, is not upregulated in response to P. aeruginosa by cystic fibrosis airway epithelia. Tumor necrosis factor receptor 1 is increased in cystic fibrosis epithelia and activates NF-κB signaling, generating inflammation. Treatment with recombinant human acid ceramidase, to decrease ceramide, reduced both inflammatory mediator production and susceptibility to infection.Conclusions: Sphingolipid metabolism is altered in airway epithelial cells cultured from people with cystic fibrosis. Treatment with recombinant acid ceramidase ameliorates the two pivotal features of cystic fibrosis lung disease, inflammation and infection, and thus represents a therapeutic approach worthy of further exploration.


Subject(s)
Acid Ceramidase/metabolism , Acid Ceramidase/pharmacology , Cystic Fibrosis/drug therapy , Pneumonia/diagnosis , Pseudomonas Infections/diagnosis , Sphingolipids/metabolism , Adolescent , Alveolar Epithelial Cells/drug effects , Animals , Blotting, Western/methods , Cells, Cultured , Child , Cystic Fibrosis/diagnosis , Humans , Inflammation/diagnosis , Inflammation/drug therapy , Mass Spectrometry/methods , Mice , Pneumonia/drug therapy , Polymerase Chain Reaction/methods , Pseudomonas Infections/drug therapy , Sensitivity and Specificity , Severity of Illness Index , Young Adult
11.
BMC Pulm Med ; 20(1): 174, 2020 Jun 18.
Article in English | MEDLINE | ID: mdl-32552880

ABSTRACT

BACKGROUND: Beginning at a young age, children with cystic fibrosis (CF) embark on demanding care regimens that pose challenges to parents. We examined the extent to which clinical, demographic and psychosocial features inform patterns of adherence to pulmonary therapies and how these patterns can be used to develop clinical personas, defined as aspects of adherence barriers that are presented by parents and/or perceived by clinicians, in order to enhance personalized CF care delivery. METHODS: We undertook an explanatory sequential mixed-methods study consisting of i) multivariate clustering to create clusters corresponding to parental adherence patterns (quantitative phase); ii) parental participant interviews to create clinical personas interpreted from clustering (qualitative phase). Clinical, demographic and psychosocial features were used in supervised clustering against clinical endpoints, which included adherence to airway clearance and aerosolized medications and self-efficacy score, which was used as a feature for modeling adherence. Clinical implications were developed for each persona by combing quantitative and qualitative data (integration phase). RESULTS: The quantitative phase showed that the 87 parent participants were segmented into three distinct patterns of adherence based on use of aerosolized medication and practice of airway clearance. Patterns were primarily influenced by self-efficacy, distance to CF care center and child BMI percentile. The two key patterns that emerged for the self-efficacy model were most heavily influenced by distance to CF care center and child BMI percentile. Eight clinical personas were developed in the qualitative phase from parent and clinician participant feedback of latent components from these models. Findings from the integration phase include recommendations to overcome specific challenges with maintaining treatment regimens and increasing support from social networks. CONCLUSIONS: Adherence patterns from multivariate models and resulting parent personas with their corresponding clinical implications have utility as clinical decision support tools and capabilities for tailoring intervention study designs that promote adherence.


Subject(s)
Cystic Fibrosis/therapy , Decision Making , Parents/psychology , Patient Compliance , Self Efficacy , Bayes Theorem , Child , Child, Preschool , Cluster Analysis , Female , Humans , Interviews as Topic , Male , Multivariate Analysis
12.
Am J Physiol Lung Cell Mol Physiol ; 319(1): L137-L147, 2020 07 01.
Article in English | MEDLINE | ID: mdl-32159969

ABSTRACT

Neutrophil extracellular traps (NETs) provide host defense but can contribute to the pathobiology of diverse human diseases. We sought to determine the extent and mechanism by which NETs contribute to human airway cell inflammation. Primary normal human bronchial epithelial cells (HBEs) grown at air-liquid interface and wild-type (wt)CFBE41o- cells (expressing wtCFTR) were exposed to cell-free NETs from unrelated healthy volunteers for 18 h in vitro. Cytokines were measured in the apical supernatant by Luminex, and the effect on the HBE transcriptome was assessed by RNA sequencing. NETs consistently stimulated IL-8, TNF-α, and IL-1α secretion by HBEs from multiple donors, with variable effects on other cytokines (IL-6, G-CSF, and GM-CSF). Expression of HBE RNAs encoding IL-1 family cytokines, particularly IL-36 subfamily members, was increased in response to NETs. NET exposure in the presence of anakinra [recombinant human IL-1 receptor antagonist (rhIL-1RA)] dampened NET-induced changes in IL-8 and TNF-α proteins as well as IL-36α RNA. rhIL-36RA limited the increase in expression of proinflammatory cytokine RNAs in HBEs exposed to NETs. NETs selectively upregulate an IL-1 family cytokine response in HBEs, which enhances IL-8 production and is limited by rhIL-1RA. The present findings describe a unique mechanism by which NETs may contribute to inflammation in human lung disease in vivo. NET-driven IL-1 signaling may represent a novel target for modulating inflammation in diseases characterized by a substantial NET burden.


Subject(s)
Bronchi/cytology , Epithelial Cells/metabolism , Extracellular Traps/metabolism , Interleukin-1/metabolism , Interleukin-8/metabolism , Adult , Cell Line , Epithelial Cells/drug effects , Gene Expression Regulation/drug effects , Humans , Inflammation Mediators/metabolism , Interleukin 1 Receptor Antagonist Protein/pharmacology , Leukocyte Elastase/metabolism , Peroxidase/metabolism , Recombinant Proteins/pharmacology , Signal Transduction/drug effects , Transcription, Genetic/drug effects
13.
Am J Respir Cell Mol Biol ; 62(5): 657-667, 2020 05.
Article in English | MEDLINE | ID: mdl-31922900

ABSTRACT

Cystic fibrosis (CF) is a lethal genetic disease characterized by progressive lung damage and airway obstruction. The majority of patients demonstrate airway hyperresponsiveness (AHR), which is associated with more rapid lung function decline. Recent studies in the neonatal CF pig demonstrated airway smooth muscle (ASM) dysfunction. These findings, combined with observed CF transmembrane conductance regulator (CFTR) expression in ASM, suggest that a fundamental defect in ASM function contributes to lung function decline in CF. One established driver of AHR and ASM dysfunction is transforming growth factor (TGF) ß1, a genetic modifier of CF lung disease. Prior studies demonstrated that TGFß exposure in CF mice drives features of CF lung disease, including goblet cell hyperplasia and abnormal lung mechanics. CF mice displayed aberrant responses to pulmonary TGFß, with elevated PI3K signaling and greater increases in lung resistance compared with controls. Here, we show that TGFß drives abnormalities in CF ASM structure and function through PI3K signaling that is enhanced in CFTR-deficient lungs. CF and non-CF mice were exposed intratracheally to an adenoviral vector containing the TGFß1 cDNA, empty vector, or PBS only. We assessed methacholine-induced AHR, bronchodilator response, and ASM area in control and CF mice. Notably, CF mice demonstrated enhanced AHR and bronchodilator response with greater ASM area increases compared with non-CF mice. Furthermore, therapeutic inhibition of PI3K signaling mitigated the TGFß-induced AHR and goblet cell hyperplasia in CF mice. These results highlight a latent AHR phenotype in CFTR deficiency that is enhanced through TGFß-induced PI3K signaling.


Subject(s)
Cystic Fibrosis/enzymology , Cystic Fibrosis/physiopathology , Phosphatidylinositol 3-Kinases/metabolism , Respiratory Hypersensitivity/enzymology , Respiratory Hypersensitivity/physiopathology , Signal Transduction , Transforming Growth Factor beta/adverse effects , Adrenergic beta-Agonists/pharmacology , Albuterol/pharmacology , Animals , Bronchoconstriction/drug effects , Goblet Cells/pathology , Hyperplasia , Lung/physiopathology , Mice, Inbred C57BL , Muscle, Smooth/drug effects , Muscle, Smooth/physiopathology , Phosphoinositide-3 Kinase Inhibitors/pharmacology , Signal Transduction/drug effects
14.
Sci Total Environ ; 703: 134608, 2020 Feb 10.
Article in English | MEDLINE | ID: mdl-31757537

ABSTRACT

The frequency and severity of cyanobacteria harmful blooms (CyanoHABs) have been increasing with frequent eutrophication and shifting climate paradigms. CyanoHABs produce a spectrum of toxins and can trigger neurological disorder, organ failure, and even death. To promote proactive CyanoHAB management, geospatial risk modeling can act as a predictive mechanism to supplement current mitigation efforts. In this study, iterative AIC analysis was performed on 17 watershed-level biophysical parameters to identify the strongest predictors based on Sentinel-2-derived cyanobacteria cell densities (CCD) for 771 waterbodies in Georgia Piedmont. This study used a streamlined watershed delineation technique, a 1-meter LULC classification with ~88% accuracy, and a technique to predict CyanoHAB risk in small-to-medium sized waterbodies. Landscape characteristics were computed utilizing the Google Earth Engine platform that enabled large spatio-temporal scope and variable inclusion. Watershed maximum winter temperature, percent agriculture, percent forest, percent impervious, and waterbody area were the strongest predictors of CCD with a 0.33 R-squared. Warmer winter temperatures allow cyanobacteria to be photosynthetically active year-round, and trigger CyanoHABs when warmer temperatures and nutrients are introduced in early spring, typically referred to as Spring Bloom in southeast U.S. The risk models revealed an unexpected significant linear relationship between percent forest and CCD. It is due to the fact that land reclamation via reforestation in the piedmont have left legacy sediment and nutrients which are mobilized as surface runoff to the watershed after rain events. A Jenks Natural Break scheme assigned waterbodies to CyanoHAB risk groups, and of the 771 waterbodies, 24.38% were low, 37.35% and 38.26% were medium and high risk respectively. This research supplements existing cyanobacteria risk modeling methods by introducing a novel, scalable, and reproducible method to determine yearly regional risk. Future studies should include factors such as demographic, socioeconomic, labor, and site-specific environmental conditions to create more holistic CyanoHAB risk outputs.


Subject(s)
Cyanobacteria , Harmful Algal Bloom , Climate , Conservation of Natural Resources , Eutrophication , Georgia
15.
Hortic Res ; 6: 43, 2019.
Article in English | MEDLINE | ID: mdl-30962936

ABSTRACT

Size and shape are important properties of shrub crops such as blueberries, and they can be particularly useful for evaluating bush architecture suited to mechanical harvesting. The overall goal of this study was to develop a 3D imaging approach to measure size-related traits and bush shape that are relevant to mechanical harvesting. 3D point clouds were acquired for 367 bushes from five genotype groups. Point cloud data were preprocessed to obtain clean bush points for characterizing bush architecture, including bush morphology (height, width, and volume), crown size, and shape descriptors (path curve λ and five shape indices). One-dimensional traits (height, width, and crown size) had high correlations (R 2 = 0.88-0.95) between proposed method and manual measurements, whereas bush volume showed relatively lower correlations (R 2 = 0.78-0.85). These correlations suggested that the present approach was accurate in measuring one-dimensional size traits and acceptable in estimating three-dimensional bush volume. Statistical results demonstrated that the five genotype groups were statistically different in crown size and bush shape. The differences matched with human evaluation regarding optimal bush architecture for mechanical harvesting. In particular, a visualization tool could be generated using crown size and path curve λ, which showed great potential of determining bush architecture suitable for mechanical harvesting quickly. Therefore, the processing pipeline of 3D point cloud data presented in this study is an effective tool for blueberry breeding programs (in particular for mechanical harvesting) and farm management.

16.
Am J Physiol Lung Cell Mol Physiol ; 315(3): L456-L465, 2018 09 01.
Article in English | MEDLINE | ID: mdl-29877096

ABSTRACT

Cystic fibrosis (CF) produces variable lung disease phenotypes that are, in part, independent of the CF transmembrane conductance regulator ( CFTR) genotype. Transforming growth factor-ß (TGFß) is the best described genetic modifier of the CF phenotype, but its mechanism of action is unknown. We hypothesized that TGFß is sufficient to drive pathognomonic features of CF lung disease in vivo and that CFTR deficiency enhances susceptibility to pathological TGFß effects. A CF mouse model and littermate controls were exposed intratracheally to an adenoviral vector containing the TGFß1 cDNA (Ad-TGFß), empty vector, or PBS only. Studies were performed 1 wk after treatment, including lung mechanics, collection of bronchoalveolar lavage fluid, and analysis of lung histology, RNA, and protein. CF and non-CF mice showed similar weight loss, inflammation, goblet cell hyperplasia, and Smad pathway activation after Ad-TGFß treatment. Ad-TGFß produced greater abnormalities in lung mechanics in CF versus control mice, which was uniquely associated with induction of phosphoinositide 3-kinase and mitogen-activated protein kinase signaling. CFTR transcripts were reduced, and epithelial sodium channel transcripts were increased in CF and non-CF mice, whereas the goblet cell transcription factors, forkhead ortholog A3 and SAM-pointed domain-containing ETS-like factor, were increased in non-CF but not CF mice following Ad-TGFß treatment. Pulmonary TGFß1 expression was sufficient to produce pulmonary remodeling and abnormalities in lung mechanics that were associated with both shared and unique cell signaling pathway activation in CF and non-CF mice. These results highlight the multifunctional impact of TGFß on pulmonary pathology in vivo and identify cellular-response differences that may impact CF lung pathology.


Subject(s)
Cystic Fibrosis Transmembrane Conductance Regulator/metabolism , Cystic Fibrosis/metabolism , Gene Expression Regulation , Goblet Cells/metabolism , Lung/metabolism , Transforming Growth Factor beta1/biosynthesis , Adenoviridae , Animals , Cystic Fibrosis/genetics , Cystic Fibrosis/pathology , Cystic Fibrosis/physiopathology , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Goblet Cells/pathology , Hyperplasia , Inflammation/genetics , Inflammation/metabolism , Inflammation/pathology , Lung/pathology , Lung/physiopathology , Mice , Mice, Transgenic , Transduction, Genetic , Transforming Growth Factor beta1/genetics
17.
JCI Insight ; 3(4)2018 02 22.
Article in English | MEDLINE | ID: mdl-29467332

ABSTRACT

Traditional pulmonary therapies for cystic fibrosis (CF) target the downstream effects of CF transmembrane conductance regulator (CFTR) dysfunction (the cause of CF). Use of one such therapy, ß-adrenergic bronchodilators (such as albuterol), is nearly universal for airway clearance. Conversely, novel modulator therapies restore function to select mutant CFTR proteins, offering a disease-modifying treatment. Recent trials of modulators targeting F508del-CFTR, the most common CFTR mutation, suggest that chronic ß-agonist use may undermine clinical modulator benefits. We therefore sought to understand the impact of chronic or excess ß-agonist exposure on CFTR activation in human airway epithelium. The present studies demonstrate a greater than 60% reduction in both wild-type and modulator-corrected F508del-CFTR activation following chronic exposure to short- and long-acting ß-agonists. This reduction was due to reduced cellular generation of cAMP downstream of the ß-2 adrenergic receptor-G protein complex. Our results point towards a posttranscriptional reduction in adenylyl cyclase function as the mechanism of impaired CFTR activation produced by prolonged ß-agonist exposure. ß-Agonist-induced CFTR dysfunction was sufficient to abrogate VX809/VX770 modulation of F508del-CFTR in vitro. Understanding the clinical relevance of our observations is critical for CF patients using these drugs, and for investigators to inform future CFTR modulator drug trials.


Subject(s)
Adrenergic beta-2 Receptor Agonists/pharmacology , Aminophenols/pharmacology , Aminopyridines/pharmacology , Benzodioxoles/pharmacology , Cystic Fibrosis Transmembrane Conductance Regulator/metabolism , Cystic Fibrosis/drug therapy , Quinolones/pharmacology , Respiratory Mucosa/drug effects , Adrenergic beta-2 Receptor Agonists/therapeutic use , Albuterol/pharmacology , Albuterol/therapeutic use , Aminophenols/therapeutic use , Aminopyridines/therapeutic use , Benzodioxoles/therapeutic use , Cell Line , Cilia/drug effects , Cilia/pathology , Cyclic AMP/metabolism , Cystic Fibrosis/genetics , Cystic Fibrosis/pathology , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Drug Interactions , Epithelial Cells/cytology , Epithelial Cells/drug effects , Epithelial Cells/pathology , Humans , Mutation , Quinolones/therapeutic use , Respiratory Mucosa/cytology , Respiratory Mucosa/pathology , Time Factors
18.
Phytopathology ; 108(6): 691-701, 2018 Jun.
Article in English | MEDLINE | ID: mdl-29334476

ABSTRACT

Native yeasts are of increasing interest to researchers, grape growers, and vintners because of their potential for biocontrol activity and their contributions to the aroma, flavor, and mouthfeel qualities of wines. To assess biocontrol activity, we tested 11 yeasts from Washington vineyards, representing isolates of Candida saitoana, Curvibasidium pallidicorallinum, Metschnikowia chrysoperlae, M. pulcherrima, Meyerozyma guilliermondii, Saccharomyces cerevisiae, and Wickerhamomyces anomalus, for ability to colonize Thompson Seedless grape berries, inhibit the growth of Botrytis cinerea in vitro, and suppress disease symptoms on isolated berries. The yeast-like fungus Aureobasidium pullulans was also included based on its known biocontrol activity against B. cinerea in studies on apple and grape. All yeast strains multiplied rapidly in grape berries and reached densities of over log 6 cells per wound as early as 2 days after inoculation with 200 cells. One of the Botrytis isolates used in this study was much less virulent than the others and was provisionally identified as B. prunorum based on multilocus sequence analysis. Suppression of the growth of B. cinerea isolates 111bb, 207a, 207cb, and 407cb occurred on berries treated with A. pullulans P01A006, Metschnikowia chrysoperlae P34A004 and P40A002, M. pulcherrima P01A016 and P01C004, Meyerozyma guilliermondii P34D003, and S. cerevisiae HNN11516. Inhibition of Botrytis isolates by the yeast strains was more common on berries than in vitro, suggesting the possibility that niche competition was a more likely biocontrol mechanism than antibiosis in planta. Metabolic profiling of yeast strains and B. cinerea isolates using Biolog YT plates revealed seven distinct metabolic groups. Furthermore, the yeast strains showed partial to complete tolerance to the commonly used fungicides fluopyram, triflumizole, metrafenone, pyraclostrobin, and boscalid. Implications of these findings for field deployment of native Washington yeasts as biocontrol agents against B. cinerea are discussed.


Subject(s)
Antibiosis , Botrytis/physiology , Plant Diseases/microbiology , Vitis/microbiology , Yeasts/physiology , Botrytis/genetics , Botrytis/pathogenicity , Fruit/microbiology , Fungicides, Industrial/pharmacology , Phylogeny , Plant Diseases/prevention & control , Virulence , Washington
19.
Expert Opin Ther Targets ; 22(2): 177-189, 2018 02.
Article in English | MEDLINE | ID: mdl-29168406

ABSTRACT

INTRODUCTION: Cystic fibrosis (CF) is a genetic disease characterized by progressive lung disease. Most CF therapies focus on treating secondary pulmonary complications rather than addressing the underlying processes inducing airway remodeling and ineffective response to infection. Transforming growth factor beta (TGFß) is a cytokine involved in fibrosis, inflammation, and injury response as well as a genetic modifier and biomarker of CF lung disease. Targeting the TGFß pathway has been pursued in other diseases, but the mechanism of TGFß effects in CF is less well understood. Areas covered: In this review, we discuss CF lung disease pathogenesis with a focus on potential links to TGFß. TGFß signaling in lung health and disease is reviewed. Recent studies investigating TGFß's impact in CF airway epithelial cells are highlighted. Finally, an overview of potential therapies to target TGFß signaling relevant to CF are addressed. Expert opinion: The broad impact of TGFß signaling on numerous cellular processes in homeostasis and disease is both a strength and a challenge to developing TGFß dependent therapeutics in CF. We discuss the challenges inherent in developing TGFß-targeted therapy, identifying appropriate patient populations, and questions regarding the timing of treatment. Future directions for research into TGFß focused therapeutics are discussed.


Subject(s)
Cystic Fibrosis/drug therapy , Drug Design , Transforming Growth Factor beta/metabolism , Airway Remodeling/physiology , Animals , Cystic Fibrosis/genetics , Cystic Fibrosis/physiopathology , Humans , Molecular Targeted Therapy , Signal Transduction/physiology
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