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Pianigiani T, Luzzi S, Dilroba A, Meocci M, Salvadori E, Alderighi L, Bergantini L, d'Alessandro M, Sestini P, Bargagli E, Cameli P. Evaluation of multiple-flows exhaled nitric oxide and its clinical significance in severe asthmatic patients treated with biologics: a prospective real-life study. J Asthma 2024:1-10. [PMID: 38884564 DOI: 10.1080/02770903.2024.2370012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 06/16/2024] [Indexed: 06/18/2024]
Abstract
BACKGROUND Specific biomarkers, such as eosinophilia in peripheral blood or fractional exhaled nitric oxide (FeNO), can guide us in the choice of biologic therapy, allowing a more personalized approach. Although there are multiple evidences in the literature about the role of FeNO as a predictor of response to different biologic treatments, there are no data on the relationship between FeNO changes and clinical response to the four biologic drugs currently in use. OBJECTIVE To evaluate and to compare the expression of multiple-flows FeNO parameters in a cohort of patients with severe asthma (SA) before and during the treatment with biologics to evaluate the performance of these biomarkers in predicting the achievement of clinical remission. METHODS We prospectively enrolled 50 patients with severe asthma eligible for biologic therapy. Patients underwent clinical and functional monitoring at baseline (T0) and after 1, 6, and 12 months of treatment (T1, T6, T12), including multiple flows FeNO assessment. RESULTS A statistically significant reduction of FeNO50 values and J'awNO was observed only in benralizumab and dupilumab subgroups. Among biomarkers, the reduction of FeNO 50 values at T1 was associated with a higher probability of achieving clinical remission at T12 (p = 0.003), which was also confirmed by ROC curve analysis (AUC 0.758, p = 0.002; sensitivity 60% and specificity 74% for a reduction of 16 ppb). CONCLUSION These data confirm the potential of this biomarker in predicting clinical response to biologic treatment in patients with severe asthma in order to guide clinical decisions and evaluate a shift to other biologic therapy.
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Affiliation(s)
- Tommaso Pianigiani
- Respiratory Diseases Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Simona Luzzi
- Respiratory Diseases Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Akter Dilroba
- Respiratory Diseases Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Martina Meocci
- Respiratory Diseases Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Elisa Salvadori
- Respiratory Diseases Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Lorenzo Alderighi
- Respiratory Diseases Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Laura Bergantini
- Respiratory Diseases Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Miriana d'Alessandro
- Respiratory Diseases Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Piersante Sestini
- Respiratory Diseases Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Elena Bargagli
- Respiratory Diseases Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Paolo Cameli
- Respiratory Diseases Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
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Ruhl AP, Jackson JM, Carhuas CJ, Niño de Rivera JG, Fay MP, Weinberg JB, Que LG, Ackerman HC. Association of alpha globin gene copy number with exhaled nitric oxide in a cross-sectional study of healthy Black adults. BMJ Open Respir Res 2023; 10:e001714. [PMID: 38123476 DOI: 10.1136/bmjresp-2023-001714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 11/14/2023] [Indexed: 12/23/2023] Open
Abstract
INTRODUCTION The genetic determinants of fractional exhalation of nitric oxide (FeNO), a marker of lung inflammation, are understudied in Black individuals. Alpha globin (HBA) restricts nitric oxide signalling in arterial endothelial cells via interactions with nitric oxide synthase; however, its role in regulating the release of NO from respiratory epithelium is less well understood. We hypothesised that an HBA gene deletion, common among Black individuals, would be associated with higher FeNO. METHODS Healthy Black adults were enrolled at four study sites in North Carolina from 2005 to 2008. FeNO was measured in triplicate using a nitric oxide analyzer. The -3.7 kb HBA gene deletion was genotyped using droplet digital PCR on genomic DNA. The association of FeNO with HBA copy number was evaluated using multivariable linear regression employing a linear effect of HBA copy number and adjusting for age, sex and serum immunoglobulin-E levels. Post-hoc analysis employing a recessive mode of inheritance was performed. RESULTS 895 individuals were in enrolled in the study and 720 consented for future genetic research; 643 had complete data and were included in this analysis. Median (25th, 75th) FeNO was 20 (13, 31) ppb. HBA genotypes were: 30 (4.7%) -a/-a, 197 (30.6%) -a/aa, 405 (63%) aa/aa and 8 (1.2%) aa/aaa. Subjects were 35% male with median age 20 (19, 22) years. Multivariable linear regression analysis revealed no association between FeNO and HBA copy number (β=-0.005 (95% CI -0.042 to 0.033), p=0.81). In the post-hoc sensitivity analysis, homozygosity for the HBA gene deletion was associated with higher FeNO (β=0.107 (95% CI 0.003 to 0.212); p=0.045). CONCLUSION We found no association between HBA copy number and FeNO using a prespecified additive genetic model. However, a post hoc recessive genetic model found FeNO to be higher among subjects homozygous for the HBA deletion.
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Affiliation(s)
- A Parker Ruhl
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Jarrett M Jackson
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Carlos J Carhuas
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Jessica G Niño de Rivera
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Michael P Fay
- Biostatistics Research Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - J Brice Weinberg
- Department of Medicine and Division of Hematology, Duke University School of Medicine and Durham VA Medical Centers, Durham, North Carolina, USA
| | - Loretta G Que
- Department of Medicine and Division of Pulmonary, Allergy, and Critical Care Medicine, Duke University School of Medicine and Durham VA Medical Centers, Durham, North Carolina, USA
| | - Hans C Ackerman
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
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Weng J, Molshatzki N, Marjoram P, Gauderman WJ, Gilliland FD, Eckel SP. Longitudinal hierarchical Bayesian models of covariate effects on airway and alveolar nitric oxide. Sci Rep 2023; 13:5346. [PMID: 37005426 PMCID: PMC10067946 DOI: 10.1038/s41598-023-31774-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 03/16/2023] [Indexed: 04/04/2023] Open
Abstract
Biomarkers such as exhaled nitric oxide (FeNO), a marker of airway inflammation, have applications in the study of chronic respiratory disease where longitudinal studies of within-participant changes in the biomarker are particularly relevant. A cutting-edge approach to assessing FeNO, called multiple flow FeNO, repeatedly assesses FeNO across a range of expiratory flow rates at a single visit and combines these data with a deterministic model of lower respiratory tract NO to estimate parameters quantifying airway wall and alveolar NO sources. Previous methodological work for multiple flow FeNO has focused on methods for data from a single participant or from cross-sectional studies. Performance of existing ad hoc two-stage methods for longitudinal multiple flow FeNO in cohort or panel studies has not been evaluated. In this paper, we present a novel longitudinal extension to a unified hierarchical Bayesian (L_U_HB) model relating longitudinally assessed multiple flow FeNO to covariates. In several simulation study scenarios, we compare the L_U_HB method to other unified and two-stage frequentist methods. In general, L_U_HB produced unbiased estimates, had good power, and its performance was not sensitive to the magnitude of the association with a covariate and correlations between NO parameters. In an application relating height to longitudinal multiple flow FeNO in schoolchildren without asthma, unified analysis methods estimated positive, statistically significant associations of height with airway and alveolar NO concentrations and negative associations with airway wall diffusivity while estimates from two-stage methods were smaller in magnitude and sometimes non-significant.
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Affiliation(s)
- Jingying Weng
- Department of Population and Public Health Sciences, University of Southern California, 2001 N. Soto Street, SSB 202B, MC-9234, Los Angeles, CA, 90089, USA
| | - Noa Molshatzki
- Department of Population and Public Health Sciences, University of Southern California, 2001 N. Soto Street, SSB 202B, MC-9234, Los Angeles, CA, 90089, USA
| | - Paul Marjoram
- Department of Population and Public Health Sciences, University of Southern California, 2001 N. Soto Street, SSB 202B, MC-9234, Los Angeles, CA, 90089, USA
| | - W James Gauderman
- Department of Population and Public Health Sciences, University of Southern California, 2001 N. Soto Street, SSB 202B, MC-9234, Los Angeles, CA, 90089, USA
| | - Frank D Gilliland
- Department of Population and Public Health Sciences, University of Southern California, 2001 N. Soto Street, SSB 202B, MC-9234, Los Angeles, CA, 90089, USA
| | - Sandrah P Eckel
- Department of Population and Public Health Sciences, University of Southern California, 2001 N. Soto Street, SSB 202B, MC-9234, Los Angeles, CA, 90089, USA.
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Ross MK, Eckel SP, Bui AAT, Gilliland FD. Asthma clustering methods: a literature-informed application to the children's health study data. J Asthma 2022; 59:1305-1318. [PMID: 33926348 PMCID: PMC8664642 DOI: 10.1080/02770903.2021.1923738] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 03/16/2021] [Accepted: 04/25/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE The heterogeneity of asthma has inspired widespread application of statistical clustering algorithms to a variety of datasets for identification of potentially clinically meaningful phenotypes. There has not been a standardized data analysis approach for asthma clustering, which can affect reproducibility and clinical translation of results. Our objective was to identify common and effective data analysis practices in the asthma clustering literature and apply them to data from a Southern California population-based cohort of schoolchildren with asthma. METHODS As of January 1, 2020, we reviewed key statistical elements of 77 asthma clustering studies. Guided by the literature, we used 12 input variables and three clustering methods (hierarchical clustering, k-medoids, and latent class analysis) to identify clusters in 598 schoolchildren with asthma from the Southern California Children's Health Study (CHS). RESULTS Clusters of children identified by latent class analysis were characterized by exhaled nitric oxide, FEV1/FVC, FEV1 percent predicted, asthma control and allergy score; and were predictive of control at two year follow up. Clusters from the other two methods were less clinically remarkable, primarily differentiated by sex and race/ethnicity and less predictive of asthma control over time. CONCLUSION Upon review of the asthma phenotyping literature, common approaches of data clustering emerged. When applying these elements to the Children's Health Study data, latent class analysis clusters-represented by exhaled nitric oxide and spirometry measures-had clinical relevance over time.
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Affiliation(s)
- Mindy K. Ross
- Pediatrics, Pediatric Pulmonology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Sandrah P. Eckel
- Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Alex A. T. Bui
- Radiology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Frank D. Gilliland
- Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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5
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Zhang Y, Eckel SP, Berhane K, Garcia E, Muchmore P, Molshatzki NBA, Rappaport EB, Linn WS, Habre R, Gilliland FD. Long-term exposures to air pollutants affect F eNO in children: a longitudinal study. Eur Respir J 2021; 58:13993003.00705-2021. [PMID: 34503981 DOI: 10.1183/13993003.00705-2021] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 08/05/2021] [Indexed: 11/05/2022]
Affiliation(s)
- Yue Zhang
- Dept of Internal Medicine, University of Utah, Salt Lake City, UT, USA .,Dept of Family and Preventive Medicine, University of Utah, Salt Lake City, UT, USA.,Veteran Affairs Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Sandrah P Eckel
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Kiros Berhane
- Dept of Biostatistics, Columbia University, New York, NY, USA
| | - Erika Garcia
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | | | | | - Edward B Rappaport
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - William S Linn
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Rima Habre
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Frank D Gilliland
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
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Muchmore P, Xu S, Marjoram P, Rappaport EB, Weng J, Molshatzki N, Eckel SP. Impact of different fixed flow sampling protocols on flow-independent exhaled nitric oxide parameter estimates using the Bayesian dynamic two-compartment model. Physiol Rep 2020; 8:e14336. [PMID: 31960619 PMCID: PMC6971414 DOI: 10.14814/phy2.14336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Exhaled nitric oxide (FeNO) is an established respiratory biomarker with clinical applications in the diagnosis and management of asthma. Because FeNO depends strongly on the flow (exhalation) rate, early protocols specified that measurements should be taken when subjects exhaled at a fixed rate of 50 ml/s. Subsequently, multiple flow (or "extended") protocols were introduced which measure FeNO across a range of fixed flow rates, allowing estimation of parameters including Caw NO and CA NO which partition the physiological sources of NO into proximal airway wall tissue and distal alveolar regions (respectively). A recently developed dynamic model of FeNO uses flow-concentration data from the entire exhalation maneuver rather than plateau means, permitting estimation of Caw NO and CA NO from a wide variety of protocols. In this paper, we use a simulation study to compare Caw NO and CA NO estimation from a variety of fixed flow protocols, including: single maneuvers (30, 50,100, or 300 ml/s) and three established multiple maneuver protocols. We quantify the improved precision with multiple maneuvers and the importance of low flow maneuvers in estimating Caw NO. We conclude by applying the dynamic model to FeNO data from 100 participants of the Southern California Children's Health Study, establishing the feasibility of using the dynamic method to reanalyze archived online FeNO data and extract new information on Caw NO and CA NO in situations where these estimates would have been impossible to obtain using traditional steady-state two compartment model estimation methods.
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Affiliation(s)
- Patrick Muchmore
- Department of Preventive MedicineUniversity of Southern CaliforniaLos AngelesCAUSA
| | - Shujing Xu
- Department of Preventive MedicineUniversity of Southern CaliforniaLos AngelesCAUSA
| | - Paul Marjoram
- Department of Preventive MedicineUniversity of Southern CaliforniaLos AngelesCAUSA
| | - Edward B. Rappaport
- Department of Preventive MedicineUniversity of Southern CaliforniaLos AngelesCAUSA
| | - Jingying Weng
- Department of Preventive MedicineUniversity of Southern CaliforniaLos AngelesCAUSA
| | - Noa Molshatzki
- Department of Preventive MedicineUniversity of Southern CaliforniaLos AngelesCAUSA
| | - Sandrah P. Eckel
- Department of Preventive MedicineUniversity of Southern CaliforniaLos AngelesCAUSA
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McDowell KM. Recent Diagnosis Techniques in Pediatric Asthma: Impulse Oscillometry in Preschool Asthma and Use of Exhaled Nitric Oxide. Immunol Allergy Clin North Am 2019; 39:205-219. [PMID: 30954171 DOI: 10.1016/j.iac.2018.12.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective measures of lung function are important in the diagnosis and management of asthma. Spirometry, the pulmonary function test most widely used in asthma, requires respiratory maneuvers that may be difficult for preschoolers. Impulse oscillometry (IOS) is a noninvasive method of measuring lung function during tidal breathing; hence, IOS is an ideal test for use in preschool asthma. Fractional exhaled nitric oxide (FeNO) levels correspond to eosinophilic inflammation and predict responsiveness to corticosteroids. Basic concepts of IOS, methodology, and interpretation, including available normative values, and recent findings regarding FeNO are reviewed in this article.
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Affiliation(s)
- Karen M McDowell
- Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, 3333 Burnet Avenue, MLC 7041, Cincinnati, OH 45229, USA.
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Kalinauskaite-Zukauske V, Januskevicius A, Janulaityte I, Miliauskas S, Malakauskas K. Serum Levels of Epithelial-Derived Cytokines as Interleukin-25 and Thymic Stromal Lymphopoietin after a Single Dose of Mepolizumab in Patients with Severe Non-Allergic Eosinophilic Asthma: A Short Report. Can Respir J 2019; 2019:8607657. [PMID: 31885750 PMCID: PMC6914925 DOI: 10.1155/2019/8607657] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 10/11/2019] [Accepted: 11/09/2019] [Indexed: 12/30/2022] Open
Abstract
The bronchial epithelium has continuous contact with environmental agents initiating and maintaining airway type 2 inflammation in asthma. However, there is a lack of data on whether reduced airway eosinophilic inflammation can affect the production of epithelial-derived mediators, such as interleukin-25 (IL-25) and thymic stromal lymphopoietin (TSLP). The aim of this study was to investigate the changes in serum levels of IL-25 and TSLP after a single dose of mepolizumab, a humanized monoclonal antibody to interleukin-5 (IL-5), in patients with severe non-allergic eosinophilic asthma (SNEA). We examined 9 SNEA patients before and four weeks after administration of 100 mg mepolizumab subcutaneously. The fractional exhaled nitric oxide (FeNO) level was analysed using an electrochemical assay (NIOX VERO®, Circassia, UK). Serum IL-25 and TSLP levels were measured by ELISA. Four weeks after the single dose of mepolizumab, blood eosinophil count significantly decreased from 0.55 ± 0.20 × 109/l to 0.14 ± 0.04 × 109/l (p = 0.01) and FEV1 increased from 2.1 ± 0.5 l (65.4 ± 8.8% of predicted) to 2.6 ± 0.4 l (76.4 ± 9.1% of predicted) (p = 0.04), while FeNO level has not changed (32.3 ± 8.4 vs 42.9 ± 12.6 ppb). Serum IL-25 level significantly decreased from 48.0 ± 17.2 pg/mL to 34.8 ± 17.1 pg/mL (p = 0.02) with same tendency in TSLP level: from 359.8 ± 71.3 pg/mL to 275.6 ± 47.8 pg/mL (p = 0.02). It has also been noticed a significant relation between changes in the blood eosinophil count and serum IL-25 level (r = 0.81, p = 0.008), as well as between changes in serum IL-25 and TSLP levels (r = 0.93, p = 0.004) after a single dose of mepolizumab. Thus, anti-IL-5 treatment with mepolizumab might diminish the production of bronchial epithelial-derived cytokines IL-25 and TSLP in patients with SNEA which is potentially related to reduced eosinophilic inflammation. This trial is registered in ClinicalTrial.gov with identifier NCT03388359.
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Affiliation(s)
| | - Andrius Januskevicius
- Laboratory of Pulmonology, Department of Pulmonology, Lithuanian University of Health Sciences, Kaunas, LT-50161, Lithuania
| | - Ieva Janulaityte
- Laboratory of Pulmonology, Department of Pulmonology, Lithuanian University of Health Sciences, Kaunas, LT-50161, Lithuania
| | - Skaidrius Miliauskas
- Department of Pulmonology, Lithuanian University of Health Sciences, Kaunas, LT-50161, Lithuania
| | - Kestutis Malakauskas
- Department of Pulmonology, Lithuanian University of Health Sciences, Kaunas, LT-50161, Lithuania
- Laboratory of Pulmonology, Department of Pulmonology, Lithuanian University of Health Sciences, Kaunas, LT-50161, Lithuania
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Karvonen T, Lehtimäki L. Flow-independent nitric oxide parameters in asthma: a systematic review and meta-analysis. J Breath Res 2019; 13:044001. [PMID: 31239409 DOI: 10.1088/1752-7163/ab2c99] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
INTRODUCTION Fractional exhaled nitric oxide (FENO) has been proposed as a non-invasive marker of inflammation in the lungs. Measuring FENO at several flow rates enables the calculation of flow independent NO-parameters that describe the NO-exchange dynamics of the lungs more precisely. The purpose of this study was to compare the NO-parameters between asthmatics and healthy subjects in a systematic review and meta-analysis. METHODS A systematic search was performed in Ovid Medline, Web of Science, Scopus and Cochrane Library databases. All studies with asthmatic and healthy control groups with at least one NO-parameter calculated were included. RESULTS From 1137 identified studies, 33 were included in the meta-analysis. All NO-parameters (alveolar NO concentration (CANO), bronchial flux of NO (JawNO), bronchial mucosal NO concentration (CawNO) and bronchial wall NO diffusion capacity (DawNO)) were found increased in glucocorticoid-treated and glucocorticoid-naïve asthma. JawNO and CANO were most notably increased in both study groups. Elevation of DawNO and CawNO seemed less prominent in both asthma groups. DISCUSSION We found that all the NO-parameters are elevated in asthma as compared to healthy subjects. However, results were highly heterogenous and the evidence on CawNO and DawNO is still quite feeble due to only few studies reporting them. To gain more knowledge on the NO-parameters in asthma, nonlinear methods and standardized study protocols should be used in future studies.
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Affiliation(s)
- Tuomas Karvonen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
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10
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Muchmore P, Rappaport EB, Eckel SP. Bayesian estimation of physiological parameters governing a dynamic two-compartment model of exhaled nitric oxide. Physiol Rep 2018; 5:5/15/e13276. [PMID: 28774947 PMCID: PMC5555880 DOI: 10.14814/phy2.13276] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 04/05/2017] [Indexed: 01/17/2023] Open
Abstract
The fractional concentration of nitric oxide in exhaled breath (feNO) is a biomarker of airway inflammation with applications in clinical asthma management and environmental epidemiology. feNO concentration depends on the expiratory flow rate. Standard feNO is assessed at 50 mL/sec, but “extended NO analysis” uses feNO measured at multiple different flow rates to estimate parameters quantifying proximal and distal sources of NO in the lower respiratory tract. Most approaches to modeling multiple flow feNO assume the concentration of NO throughout the airway has achieved a “steady‐state.” In practice, this assumption demands that subjects maintain sustained flow rate exhalations, during which both feNO and expiratory flow rate must remain constant, and the feNO maneuver is summarized by the average feNO concentration and average flow during a small interval. In this work, we drop the steady‐state assumption in the classic two‐compartment model. Instead, we have developed a new parameter estimation approach based on measuring and adjusting for a continuously varying flow rate over the entire feNO maneuver. We have developed a Bayesian inference framework for the parameters of the partial differential equation underlying this model. Based on multiple flow feNO data from the Southern California Children's Health Study, we use observed and simulated NO concentrations to demonstrate that our approach has reasonable computation time and is consistent with existing steady‐state approaches, while our inferences consistently offer greater precision than current methods.
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Affiliation(s)
- Patrick Muchmore
- Department of Preventive Medicine, University of Southern California, Los Angeles, California
| | - Edward B Rappaport
- Department of Preventive Medicine, University of Southern California, Los Angeles, California
| | - Sandrah P Eckel
- Department of Preventive Medicine, University of Southern California, Los Angeles, California
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11
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Molshatski N, Eckel SP. Optimal flow rate sampling designs for studies with extended exhaled nitric oxide analysis. J Breath Res 2017; 11:016012. [PMID: 28104897 DOI: 10.1088/1752-7163/aa5ad0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
INTRODUCTION The fractional concentration of exhaled nitric oxide (FeNO) is a biomarker of airway inflammation. Repeat FeNO maneuvers at multiple fixed exhalation flow rates (extended NO analysis) can be used to estimate parameters quantifying proximal and distal sources of NO in mathematical models of lower respiratory tract NO. A growing number of studies use extended NO analysis, but there is no official standard flow rate sampling protocol. In this paper, we provide information for study planning by deriving theoretically optimal flow rate sampling designs. METHODS First, we reviewed previously published designs. Then, under a nonlinear regression framework for estimating NO parameters in the steady-state two compartment model of NO, we identified unbiased optimal four flow rate designs (within the range of 10-400 ml s-1) using theoretical derivations and simulation studies. Optimality criteria included NO parameter standard errors (SEs). A simulation study was used to estimate sample sizes required to detect associations with NO parameters estimated from studies with different designs. RESULTS Most designs (77%) were unbiased. NO parameter SEs were smaller for designs with: more target flows, more replicate maneuvers per target flow, and a larger range of target flows. High flows were most important for estimating alveolar NO concentration, while low flows were most important for the proximal NO parameters. The Southern California Children's Health Study design (30, 50, 100 and 300 ml s-1) had ≥1.8 fold larger SEs and required 1.1-3.2 fold more subjects to detect the association of a determinant with each NO parameter as compared to an optimal design of 10, 50, 100 and 400 ml s-1. CONCLUSIONS There is a class of reasonable flow rate sampling designs with good theoretical performance. In practice, designs should be selected to balance the tradeoffs between optimality and feasibility of the flow range and total number of maneuvers.
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Affiliation(s)
- Noa Molshatski
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, United States of America
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12
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Zeng J, Liao W. [Research progress in relationship between fractional exhaled nitric oxide and asthma in children]. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2016; 18:903-908. [PMID: 27655552 PMCID: PMC7389960 DOI: 10.7499/j.issn.1008-8830.2016.09.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 06/12/2016] [Indexed: 06/06/2023]
Abstract
Bronchial asthma is a heterogeneous disease that is characterized by airway hyperresponsiveness and chronic inflammation. It is often accompanied by reversible airflow obstruction. Current laboratory testing methods for the diagnosis of asthma in children mainly include lung ventilation function test. Due to the non-cooperation of children, it is very challenging to conduct lung ventilation function test for preschoolers. Lung function testing is an instantaneous indicator, which is influenced by the children's understanding ability and mental factors. In addition, it could not assess the severity of airway inflammation. Fractional exhaled nitric oxide (FeNO) is a noninvasive, simple, and objective indicator of airway inflammation and has gradually gained increased use in children in recent years. This review article introduces the source of FeNO, the reference value of FeNO in laboratory testing, and the progress in the application of FeNO in the diagnosis, prediction, and treatment of asthma in children of various ages.
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Affiliation(s)
- Jing Zeng
- Department of Pediatrics, Southwest Hospital of The Third Military Medical University, Chongqing 400038, China.
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Zeng J, Liao W. [Research progress in relationship between fractional exhaled nitric oxide and asthma in children]. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2016; 18:903-908. [PMID: 27655552 PMCID: PMC7389960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 06/12/2016] [Indexed: 11/12/2023]
Abstract
Bronchial asthma is a heterogeneous disease that is characterized by airway hyperresponsiveness and chronic inflammation. It is often accompanied by reversible airflow obstruction. Current laboratory testing methods for the diagnosis of asthma in children mainly include lung ventilation function test. Due to the non-cooperation of children, it is very challenging to conduct lung ventilation function test for preschoolers. Lung function testing is an instantaneous indicator, which is influenced by the children's understanding ability and mental factors. In addition, it could not assess the severity of airway inflammation. Fractional exhaled nitric oxide (FeNO) is a noninvasive, simple, and objective indicator of airway inflammation and has gradually gained increased use in children in recent years. This review article introduces the source of FeNO, the reference value of FeNO in laboratory testing, and the progress in the application of FeNO in the diagnosis, prediction, and treatment of asthma in children of various ages.
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Affiliation(s)
- Jing Zeng
- Department of Pediatrics, Southwest Hospital of The Third Military Medical University, Chongqing 400038, China.
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Rao DR, Phipatanakul W. An Overview of Fractional Exhaled Nitric Oxide and Children with Asthma. Expert Rev Clin Immunol 2016; 12:521-30. [PMID: 26757849 DOI: 10.1586/1744666x.2016.1141049] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Asthma is the most common pediatric chronic disease and is characterized by lung inflammation. Fractional exhaled nitric oxide (FeNO) is thought to reflect the presence of eosinophilic airway inflammation, and is an easy, non-invasive test that has held promise in providing additional objective data. However, not all studies have shown a clinical benefit in the use of FeNO to guide management of asthma in children. This review will describe the results of the most recent studies examining the use of FeNO in the diagnosis and treatment of asthma in infants, preschool-aged children and in school-aged children. It will aid the clinician in providing a clinical context in which FeNO may be most useful in treating pediatric asthma.
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Affiliation(s)
- Devika R Rao
- a Division of Respiratory Medicine, Department of Pediatrics , University of Texas Southwestern Medical Center , Dallas , TX , USA
| | - Wanda Phipatanakul
- b The Channing Division of Network Medicine , Brigham and Women's Hospital , Boston , MA , USA.,c Division of Allergy & Immunology.,d Boston Children's Hospital.,e Harvard Medical School , Boston , MA , USA
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15
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Lunt A, Ahmed N, Rafferty GF, Dick M, Rees D, Height S, Thein SL, Greenough A. Airway and alveolar nitric oxide production, lung function, and pulmonary blood flow in sickle cell disease. Pediatr Res 2016; 79:313-7. [PMID: 26492287 DOI: 10.1038/pr.2015.217] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Accepted: 08/04/2015] [Indexed: 01/25/2023]
Abstract
BACKGROUND Children with sickle cell disease (SCD) often have obstructive lung function abnormalities which could be due to asthma or increased pulmonary blood volume; it is important to determine the underlying mechanism to direct appropriate treatment. In asthmatics, exhaled nitric oxide (FeNO) is elevated. FeNO, however, can also be raised due to increased alveolar production. Our aim, therefore, was to determine if airway or alveolar NO production differed between SCD children and ethnic and age-matched controls. METHODS Lung function, airway NO flux and alveolar NO production, and effective pulmonary blood flow were assessed in 18 SCD children and 18 ethnic and age-matched controls. RESULTS The SCD children compared to the controls had a higher respiratory system resistance (P = 0.0008), alveolar NO production (P = 0.0224), and pulmonary blood flow (P < 0.0001), but not airway NO flux. There was no significant correlation between FeNO and respiratory system resistance in either group, but in the SCD children, there were correlations between alveolar NO production (P = 0.0006) and concentration (P < 0.0001) and pulmonary blood flow. CONCLUSION Airway NO flux was not elevated in the SCD children nor correlated with airways obstruction, suggesting that airways obstruction, at least in some SCD children, is not due to asthma.
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Affiliation(s)
- Alan Lunt
- Division of Asthma, Allergy and Lung Biology, MRC Centre for Allergic Mechanisms in Asthma, King's College London, London, UK.,National Institute for Health Research Biomedical Research Centre based at Guy's and St Thomas' NHS Foundation Trust and King's College London, London, UK
| | - Na'eem Ahmed
- Division of Asthma, Allergy and Lung Biology, MRC Centre for Allergic Mechanisms in Asthma, King's College London, London, UK
| | - Gerrard F Rafferty
- Division of Asthma, Allergy and Lung Biology, MRC Centre for Allergic Mechanisms in Asthma, King's College London, London, UK
| | - Moira Dick
- Department of Haematology, King's College Hospital NHS Foundation Trust, London, UK
| | - David Rees
- Department of Haematology, King's College Hospital NHS Foundation Trust, London, UK.,Division of Cancer Studies, King's College London, London, UK
| | - Sue Height
- Department of Haematology, King's College Hospital NHS Foundation Trust, London, UK
| | - Swee Lay Thein
- Department of Haematology, King's College Hospital NHS Foundation Trust, London, UK.,Division of Cancer Studies, King's College London, London, UK
| | - Anne Greenough
- Division of Asthma, Allergy and Lung Biology, MRC Centre for Allergic Mechanisms in Asthma, King's College London, London, UK.,National Institute for Health Research Biomedical Research Centre based at Guy's and St Thomas' NHS Foundation Trust and King's College London, London, UK
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16
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Eckel SP, Zhang Z, Habre R, Rappaport EB, Linn WS, Berhane K, Zhang Y, Bastain TM, Gilliland FD. Traffic-related air pollution and alveolar nitric oxide in southern California children. Eur Respir J 2016; 47:1348-56. [PMID: 26797034 DOI: 10.1183/13993003.01176-2015] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2015] [Accepted: 11/22/2015] [Indexed: 11/05/2022]
Abstract
Mechanisms for the adverse respiratory effects of traffic-related air pollution (TRAP) have yet to be established. We evaluated the acute effects of TRAP exposure on proximal and distal airway inflammation by relating indoor nitric oxide (NO), a marker of TRAP exposure in the indoor microenvironment, to airway and alveolar sources of exhaled nitric oxide (FeNO).FeNO was collected online at four flow rates in 1635 schoolchildren (aged 12-15 years) in southern California (USA) breathing NO-free air. Indoor NO was sampled hourly and linearly interpolated to the time of the FeNO test. Estimated parameters quantifying airway wall diffusivity (DawNO) and flux (J'awNO) and alveolar concentration (CANO) sources of FeNO were related to exposure using linear regression to adjust for potential confounders.We found that TRAP exposure indoors was associated with elevated alveolar NO. A 10 ppb higher indoor NO concentration at the time of the FeNO test was associated with 0.10 ppb higher average CANO (95% CI 0.04-0.16) (equivalent to a 7.1% increase from the mean), 4.0% higher J'awNO (95% CI -2.8-11.3) and 0.2% lower DawNO (95% CI -4.8-4.6).These findings are consistent with an airway response to TRAP exposure that was most marked in the distal airways.
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Affiliation(s)
- Sandrah P Eckel
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Zilu Zhang
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Rima Habre
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Edward B Rappaport
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - William S Linn
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Kiros Berhane
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Yue Zhang
- Dept of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Theresa M Bastain
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Frank D Gilliland
- Dept of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
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Corcuera-Elosegui P, Sardón-Prado O, Aldasoro-Ruiz A, Korta-Murua J, Mintegui-Aramburu J, Emparanza-Knorr JI, Pérez-Yarza EG. Inflammatory Patterns in Asthmatic Children Based on Alveolar Nitric Oxide Determination. ACTA ACUST UNITED AC 2015. [DOI: 10.1016/j.arbr.2015.02.032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Corcuera-Elosegui P, Sardón-Prado O, Aldasoro-Ruiz A, Korta-Murua J, Mintegui-Aramburu J, Emparanza-Knorr JI, Pérez-Yarza EG. Inflammatory patterns in asthmatic children based on alveolar nitric oxide determination. Arch Bronconeumol 2014; 51:279-84. [PMID: 25311845 DOI: 10.1016/j.arbres.2014.07.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2014] [Revised: 06/18/2014] [Accepted: 07/01/2014] [Indexed: 11/18/2022]
Abstract
INTRODUCTION Nitric oxide (NO) levels can be measured at proximal (maximum airway NO flux [J'aw(NO)]) and distal (alveolar NO concentration [C(ANO)]) levels. Four inflammatory patterns have been described in asthmatic individuals, although their relevance has not been well established. The objective was to determine J'aw(NO) and C(ANO) in order to establish four inflammatory categories in asthmatics. MATERIAL AND METHODS Cross-sectional study of a sample consisting of healthy and asthmatic children. Exhaled NO was determined at multiple flows. J'aw(NO) and C(ANO) were obtained according to the two-compartment model. The asthma control questionnaire (ACQ) and spirometry were administered to asthmatic children. Patients were categorized as type I (normal J'aw(NO) and C(ANO)), type II (elevated J'aw(NO) and normal C(ANO)), type III (elevated J'aw(NO) and C(ANO)) and type IV (normal J'aw(NO) and elevated C(ANO)). Correlation between FE(NO,50), J'aw(NO) and C(ANO) was analyzed using Spearman's R Correlation Test. Analysis of variance and paired comparisons were performed using the Bonferroni correction. RESULTS One hundred sixty-two children were studied, of whom 49 (32.23%) were healthy controls and 103 (67.76%) asthmatics. In the control subjects, FE(NO,50) (ppb)(median and range) was 11.5 (1.6 to 27.3), J'aw(NO) (pl/s) was 516 (98.3 to 1470) and C(ANO) (ppb) was 2.2 (0.1 to 4.5). Forty-four (42.7%) of the asthmatic participants were categorized as type I, 41 (39.8%) as type II, 14 (13.5%) as type III and 4 (3.88%) as type IV. Good correlation was observed between J'aw(NO) and FE(NO,50) (r=0.97). There was no association between J'aw(NO) and C(ANO). FEV1/FVC decreased significantly in type III (mean 79.8±7.5). Morbidity was significantly higher in types III and IV. CONCLUSIONS Normal values obtained are similar to those previously reported. Asthmatics with high C(ANO) showed higher morbidity. No correlation was found between proximal and distal inflammation.
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Affiliation(s)
- Paula Corcuera-Elosegui
- Sección de Neumología Infantil, Hospital Universitario Donostia, San Sebastián, Guipúzcoa, España
| | - Olaia Sardón-Prado
- Sección de Neumología Infantil, Hospital Universitario Donostia, San Sebastián, Guipúzcoa, España; Departamento de Pediatría, Universidad del País Vasco (UPV/EHU), San Sebastián, Guipúzcoa, España.
| | - Ane Aldasoro-Ruiz
- Sección de Neumología Infantil, Hospital Universitario Donostia, San Sebastián, Guipúzcoa, España
| | - Javier Korta-Murua
- Sección de Neumología Infantil, Hospital Universitario Donostia, San Sebastián, Guipúzcoa, España; Departamento de Pediatría, Universidad del País Vasco (UPV/EHU), San Sebastián, Guipúzcoa, España
| | - Javier Mintegui-Aramburu
- Sección de Neumología Infantil, Hospital Universitario Donostia, San Sebastián, Guipúzcoa, España
| | - José I Emparanza-Knorr
- Unidad de Epidemiología (CIBER-ESP), Hospital Universitario Donostia, San Sebastián, Guipúzcoa, España
| | - Eduardo G Pérez-Yarza
- Sección de Neumología Infantil, Hospital Universitario Donostia, San Sebastián, Guipúzcoa, España; Departamento de Pediatría, Universidad del País Vasco (UPV/EHU), San Sebastián, Guipúzcoa, España; Centro de Investigación Biomédica en Red, Enfermedades Respiratorias (CIBERES), San Sebastián, Guipúzcoa, España
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19
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Eckel SP, Linn WS, Salam MT, Bastain TM, Zhang Y, Rappaport EB, Liu M, Berhane K. Spirometry effects on conventional and multiple flow exhaled nitric oxide in children. J Asthma 2014; 52:198-204. [PMID: 25134783 DOI: 10.3109/02770903.2014.954292] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE Clinical and research settings often require sequencing multiple respiratory tests in a brief visit. Guidelines recommend measuring the concentration of exhaled nitric oxide (FeNO) before spirometry, but evidence for a spirometry carryover effect on FeNO is mixed. Only one study has investigated spirometry carryover effects on multiple flow FeNO analysis. The objective of this study was to evaluate evidence for carryover effects of recent spirometry on three exhaled NO summary measures: FeNO at 50 ml/s, airway wall NO flux [J'awNO] and alveolar NO concentration [CANO] in a population-based sample of schoolchildren. METHODS Participants were 1146 children (191 with asthma), ages 12-15, from the Southern California Children's Health Study who performed spirometry and multiple flow FeNO on the same day. Approximately, half the children performed spirometry first. Multiple linear regression was used to estimate differences in exhaled NO summary measures associated with recent spirometry testing, adjusting for potential confounders. RESULTS In the population-based sample, we found no evidence of spirometry carryover effects. However, for children with asthma, there was a suggestion that exhaled NO summary measures assessed ≤6 min after spirometry were lower (FeNO: 25.8% lower, 95% CI: -6.2%, 48.2%; J'awNO: 15.1% lower 95% CI: -26.5%, 43.0%; and CANO 0.43 parts per billion lower, 95% CI: -0.12, 0.98). CONCLUSIONS In clinical settings, it is prudent to assess multiple flow FeNO before spirometry. In studies of healthy subjects, it may not be necessary to assess FeNO first.
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Affiliation(s)
- Sandrah P Eckel
- Department of Preventive Medicine, University of Southern California , Los Angeles, CA , USA
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Sardón O, Corcuera P, Aldasoro A, Korta J, Mintegui J, Emparanza JI, Pérez-Yarza EG. Alveolar nitric oxide and its role in pediatric asthma control assessment. BMC Pulm Med 2014; 14:126. [PMID: 25090994 PMCID: PMC4124482 DOI: 10.1186/1471-2466-14-126] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2014] [Accepted: 07/29/2014] [Indexed: 11/17/2022] Open
Abstract
Background Nitric oxide can be measured at multiple flow rates to determine proximal (maximum airway nitric oxide flux; JawNO) and distal inflammation (alveolar nitric oxide concentration; CANO). The main aim was to study the association among symptoms, lung function, proximal (maximum airway nitric oxide flux) and distal (alveolar nitric oxide concentration) airway inflammation in asthmatic children treated and not treated with inhaled glucocorticoids. Methods A cross-sectional study with prospective data collection was carried out in a consecutive sample of girls and boys aged between 6 and 16 years with a medical diagnosis of asthma. Maximum airway nitric oxide flux and alveolar nitric oxide concentration were calculated according to the two-compartment model. In asthmatic patients, the asthma control questionnaire (CAN) was completed and forced spirometry was performed. In controls, differences between the sexes in alveolar nitric oxide concentration and maximum airway nitric oxide flux and their correlation with height were studied. The correlation among the fraction of exhaled NO at 50 ml/s (FENO50), CANO, JawNO, forced expiratory volume in 1 second (FEV1) and the CAN questionnaire was measured and the degree of agreement regarding asthma control assessment was studied using Cohen’s kappa. Results We studied 162 children; 49 healthy (group 1), 23 asthmatic participants without treatment (group 2) and 80 asthmatic patients treated with inhaled corticosteroids (group 3). CANO (ppb) was 2.2 (0.1-4.5), 3 (0.2-9.2) and 2.45 (0.1-24), respectively. JawNO (pl/s) was 516 (98.3-1470), 2356.67 (120–6110) and 1426 (156–11805), respectively. There was a strong association (r = 0.97) between FENO50 and JawNO and the degree of agreement was very good in group 2 and was good in group 3. There was no agreement or only slight agreement between the measures used to monitor asthma control (FEV1, CAN questionnaire, CANO and JawNO). Conclusions The results for CANO and JawNO in controls were similar to those found in other reports. There was no agreement or only slight agreement among the three measure instruments analyzed to assess asthma control. In our sample, no additional information was provided by CANO and JawNO.
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Affiliation(s)
- Olaia Sardón
- Division of Pediatric Respiratory Medicine, Hospital Universitario Donostia, Avda, Dr, Beguiristain número 118, San Sebastian, Guipúzcoa CP 20014, Spain.
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Eckel SP, Linn WS, Berhane K, Rappaport EB, Salam MT, Zhang Y, Gilliland FD. Estimation of parameters in the two-compartment model for exhaled nitric oxide. PLoS One 2014; 9:e85471. [PMID: 24465571 PMCID: PMC3894971 DOI: 10.1371/journal.pone.0085471] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2013] [Accepted: 11/27/2013] [Indexed: 01/13/2023] Open
Abstract
The fractional concentration of exhaled nitric oxide (FeNO) is a biomarker of airway inflammation that is being increasingly considered in clinical, occupational, and epidemiological applications ranging from asthma management to the detection of air pollution health effects. FeNO depends strongly on exhalation flow rate. This dependency has allowed for the development of mathematical models whose parameters quantify airway and alveolar compartment contributions to FeNO. Numerous methods have been proposed to estimate these parameters using FeNO measured at multiple flow rates. These methods—which allow for non-invasive assessment of localized airway inflammation—have the potential to provide important insights on inflammatory mechanisms. However, different estimation methods produce different results and a serious barrier to progress in this field is the lack of a single recommended method. With the goal of resolving this methodological problem, we have developed a unifying framework in which to present a comprehensive set of existing and novel statistical methods for estimating parameters in the simple two-compartment model. We compared statistical properties of the estimators in simulation studies and investigated model fit and parameter estimate sensitivity across methods using data from 1507 schoolchildren from the Southern California Children's Health Study, one of the largest multiple flow FeNO studies to date. We recommend a novel nonlinear least squares model with natural log transformation on both sides that produced estimators with good properties, satisfied model assumptions, and fit the Children's Health Study data well.
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Affiliation(s)
- Sandrah P. Eckel
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
- * E-mail:
| | - William S. Linn
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Kiros Berhane
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Edward B. Rappaport
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Muhammad T. Salam
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Yue Zhang
- Department of Internal Medicine, University of Utah, Salt Lake City, Utah, United States of America
| | - Frank D. Gilliland
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
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Elevated levels of exhaled nitric oxide in patients with anorexia nervosa. Eur Child Adolesc Psychiatry 2014; 23:845-50. [PMID: 24276672 PMCID: PMC4152618 DOI: 10.1007/s00787-013-0467-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2013] [Accepted: 08/15/2013] [Indexed: 01/23/2023]
Abstract
BACKGROUND Nitric oxide (NO) is involved in eating behavior and inflammatory response. Moreover, there is evidence that NO production is altered in patients with anorexia nervosa (AN). AIM To assess whether the overproduction of NO in AN can affect NO level in exhaled air. MATERIALS AND METHODS Exhaled NO level was studied in 23 girls with AN and compared with that of healthy age- and gender-matched nonatopic controls. RESULTS Exhaled NO levels were significantly higher in girls with AN compared with healthy age-matched controls. CONCLUSIONS It appears that anorexia nervosa was accompanied by a higher level of exhaled NO, likely resulting from a systemic increase in NO production because of the severe catabolic state.
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