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Ducharme FM, Chan R. Oscillometry in the diagnosis, assessment, and monitoring of asthma in children and adults. Ann Allergy Asthma Immunol 2024:S1081-1206(24)01702-2. [PMID: 39603340 DOI: 10.1016/j.anai.2024.11.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 11/08/2024] [Accepted: 11/17/2024] [Indexed: 11/29/2024]
Abstract
Diagnosing asthma typically relies on clinical history, physical examination, and objective lung function test results. Spirometry, the gold standard for assessing lung function, is universally recommended for the diagnostic, assessment, and monitoring of asthma. It requires maximal respiratory effort that limits cooperation in certain populations and has limitations in detecting small airway dysfunction. Oscillometry requires minimal patient effort, is noninvasive, and provides valuable information on both large and small airways. Recent task force reports have suggested oscillometry as an alternative or a complementary lung function test to spirometry in the management of individuals with asthma. This review explores the scientific evidence and psychometric properties regarding oscillometry in the main purposes served by lung function testing in asthma, namely diagnosis, assessment of control and future risk, as well as longitudinal monitoring, including clinical utility. Furthermore, it addressed challenges and facilitators to implementation and future directions regarding its positioning as lung function testing in individuals with asthma.
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Affiliation(s)
- Francine M Ducharme
- Clinical Research and Knowledge Transfer Unit on Childhood Asthma, Research Center, Centre Hospitalier Universitaire Sainte-Justine, Montreal, Quebec, Canada; Department of Pediatrics, University of Montreal, Montreal, Quebec, Canada; Department of Social and Preventive Medicine, University of Montreal, Montreal, Quebec, Canada.
| | - Rory Chan
- Department of Respiratory Medicine and Gastroenterology, School of Medicine, University of Dundee, Dundee, United Kingdom
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Cottini M, Lombardi C, Comberiati P, Berti A, Menzella F, Dandurand RJ, Diamant Z, Chan R. Oscillometry-defined small airways dysfunction as a treatable trait in asthma. Ann Allergy Asthma Immunol 2024:S1081-1206(24)01658-2. [PMID: 39549987 DOI: 10.1016/j.anai.2024.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 10/16/2024] [Accepted: 11/05/2024] [Indexed: 11/18/2024]
Abstract
The small airways, also referred to as the lung's silent zone, are closely associated with poor symptom control and more frequent asthma exacerbations. The oscillometry technique superimposes sound or airwaves onto normal tidal breathing and provides information on resistance and reactance, that is, obstacles to airflow occurring inside and outside of the bronchi. More recently, a management paradigm based on so-called "treatable traits" has been proposed to personalize and improve asthma care for individuals by proactively identifying and targeting modifiable pulmonary, extrapulmonary, and behavioral traits affecting asthma control. In this review article, we evaluate the literature on small airways dysfunction as a potential treatable trait in persistent asthma. In particular, we discuss whole- and intrabreath oscillometry and the impact of extrafine inhaled corticosteroids and systemic biologics on the peripheral airways.
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Affiliation(s)
| | - Carlo Lombardi
- Departmental Unit of Allergology, Immunology and Pulmonary Diseases, Fondazione Poliambulanza, Brescia, Italy
| | - Pasquale Comberiati
- Section of Paediatrics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Alvise Berti
- Department of Cellular, Computational and Integrative Biology (CIBIO), Center for Medical Sciences (CISMed), Italy Santa Chiara Hospital, Azienda Provinciale per i Servizi Sanitari (APSS), University of Trento, Trento, Italy
| | - Francesco Menzella
- Pulmonology Unit, S. Valentino Hospital, Montebelluna, Marca Trevigiana, Italy
| | - Ronald J Dandurand
- Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada; Oscillometry Unit and Centre for Innovative Medicine of the McGill University Health Centre and Research Institute, Meakins-Christie Labs, Montreal Chest Institute, Montreal, Canada; Lakeshore General Hospital, Pointe-Claire, Canada; Ste-Anne Hospital, Ste-Anne-de-Bellevue, Canada
| | - Zuzana Diamant
- Department of Clinical Pharmacy & Pharmacology, University Medical Centre Groningen, Groningen, The Netherlands; Department of Microbiology Immunology & Transplantation Ku Leuven, Leuven, Belgium; Department of Respiratory Medicine, First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic
| | - Rory Chan
- University of Dundee School of Medicine, Dundee, United Kingdom.
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Murray CS, Fowler S, Drake S, Wang R, Durrington HJ, Wardman H, Healy L, Bennett M, Simpson A, Barrett E, Roberts SA, Simpson A. Rapid Access Diagnostics for Asthma (RADicA): protocol for a prospective cohort study to determine the optimum series of investigations to diagnose asthma using conventional and novel tests. BMJ Open 2024; 14:e083908. [PMID: 39461867 PMCID: PMC11529473 DOI: 10.1136/bmjopen-2024-083908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 09/02/2024] [Indexed: 10/29/2024] Open
Abstract
INTRODUCTION The diagnosis of asthma is often based on characteristic patterns of symptoms in the absence of an alternative explanation, resulting in over and under diagnosis. Therefore, diagnostic guidelines usually recommend including confirmation of variable airflow obstruction. Some recommend using a sequence of objective tests; however the tests used, the specific cut-off values and the specified order are yet to be validated. We aimed to determine the optimal cut-off values and series of investigations to diagnose asthma. We also explore the potential for novel tests of small airways function and biomarkers, which could be incorporated into future diagnostic pathways. METHODS AND ANALYSIS The Rapid Access Diagnostics for Asthma study is an observational study of 300 symptomatic patients with 'clinician-suspected asthma' and healthy controls (aged ≥3 to <70 years), recruited from primary and secondary care in Greater Manchester, UK. Symptomatic participants will undergo four core visits and one optional visit. Participants will complete two baseline visits and undergo a series of established (spirometry, bronchodilator reversibility, exhaled nitric oxide, home peak flow monitoring and bronchial challenge testing) and novel tests. Following visit 2, participants will receive monitored medium-dose inhaled corticosteroid therapy for 6-8 weeks, after which they will return for repeat testing. Patients will be diagnosed with asthma by 'expert panel' opinion (minimum two respiratory specialists) on review of all data (excluding novel tests) pre and post treatment. Healthy controls will attend two visits to establish reference intervals and calculate repeatability coefficients for novel tests where there is a lack of evidence on what threshold constitutes a 'normal' set of values. The primary end point is to determine the optimum diagnostic pathway for diagnosing asthma. ETHICS AND DISSEMINATION The study was approved by Greater Manchester East Research Ethics Committee (18/NW/0777). All participants or parents/guardians are required to provide written informed consent and children to provide written assent. The results will be published in peer-review journals and disseminated widely at conferences and with the help of Asthma and Lung UK (www.asthmaandlung.org.uk). TRIAL REGISTRATION NUMBER ISRCTN11676160.
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Affiliation(s)
- Clare S Murray
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Immunology, Immunity to Infection & Respiratory Medicine, The University of Manchester, Manchester, UK
- Manchester Academic Health science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Stephen Fowler
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Immunology, Immunity to Infection & Respiratory Medicine, The University of Manchester, Manchester, UK
- Manchester Academic Health science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Sarah Drake
- Manchester Academic Health science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Ran Wang
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Immunology, Immunity to Infection & Respiratory Medicine, The University of Manchester, Manchester, UK
| | - Hannah J Durrington
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Immunology, Immunity to Infection & Respiratory Medicine, The University of Manchester, Manchester, UK
- Manchester Academic Health science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Hannah Wardman
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Immunology, Immunity to Infection & Respiratory Medicine, The University of Manchester, Manchester, UK
| | - Laura Healy
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Immunology, Immunity to Infection & Respiratory Medicine, The University of Manchester, Manchester, UK
| | - Miriam Bennett
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Immunology, Immunity to Infection & Respiratory Medicine, The University of Manchester, Manchester, UK
| | - Andrew Simpson
- School of Sport, Exercise and Rehabilitation Sciences, University of Hull, Hull, UK
| | - Emma Barrett
- Manchester Academic Health science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Stephen A Roberts
- Centre for Biostatistics, Institute of Population Health, The University of Manchester, Manchester, UK
| | - Angela Simpson
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Immunology, Immunity to Infection & Respiratory Medicine, The University of Manchester, Manchester, UK
- Manchester Academic Health science Centre, Manchester University NHS Foundation Trust, Manchester, UK
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González Vera R, Vidal Grell A, Castro-Rodríguez JA, Palomino Montenegro MA, Méndez Yarur A. Reactance inversion in moderate to severe persistent asthma: low birth weight, prematurity effect, and bronchodilator response. J Asthma 2024; 61:1076-1082. [PMID: 38426671 DOI: 10.1080/02770903.2024.2324865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 02/04/2024] [Accepted: 02/25/2024] [Indexed: 03/02/2024]
Abstract
INTRODUCTION Reactance inversion (RI) has been associated with impaired peripheral airway function in persistent asthma. However, there is little to no data about the difference between asthmatic children with and without RI. This study aimed to detect clinical and lung function differences in moderate-severe asthmatic children with and without RI. METHODS This study was conducted between 2021 and 2022 in asthmatic school-age children. Impulse oscillometry (IOS) and spirometry were performed according to ATS/ERS standards. RESULTS A total of 62 patients, with a mean age of 8.4 years, 54.8% were males and were divided into three groups: group 1 (32.3%) with no RI, group 2 (27.4%) with RI but disappearing after bronchodilator test and group 3 (40.3%) with persistent RI after bronchodilator test. Children in groups 2 and 3 had significantly lower birth weights than in group 1. Group 2 had lower gestational age compared to group 1. FEV1 and FEF25-75 of forced vital capacity were significantly lower in groups 2 and 3. In group 3, R5, AX, R5-20, and R5-R20/R5 ratios were significantly higher. Bronchodilator responses (BDR) in X5c, AX, and R5-R20 were significantly different between groups and lower in group 3. CONCLUSION RI is frequently found in children with moderate-severe persistent asthma, particularly in those with a history of prematurity or low birth weight. In some patients, RI disappears after the bronchodilator test; however, it, persists in those with the worst pulmonary function. RI could be a small airway dysfunction marker.
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Tanninen TH, Pelkonen AS, Malmberg LP, Mäkelä MJ. Effect of fluticasone propionate/formoterol and fluticasone furoate/vilanterol on adolescents with chronic bronchial obstruction. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. GLOBAL 2024; 3:100268. [PMID: 38826625 PMCID: PMC11141437 DOI: 10.1016/j.jacig.2024.100268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 02/09/2024] [Accepted: 02/15/2024] [Indexed: 06/04/2024]
Abstract
Background The combination of an inhaled corticosteroid (ICS) and long-acting β-agonist (LABA) (ICS/LABA) has shown superiority in improving lung function (FEV1) compared with an ICS alone. The clinical effect of a ICS/LABA combination depends on the fine-particle fraction and the pulmonary deposition. Objective We sought to compare the efficacy of 2 combinations of an ICS and LABA, namely, fluticasone propionate (FP) and formoterol (FORM) (FP/FORM) and fluticasone furoate (FF) and vilanterol (VI) (FF/VI), in asthmatic adolescents with chronic bronchial obstruction. Methods FP/FORM (125 μg/5 μg, 2 doses twice daily via the k-haler [Mundipharma, Cambridge, UK]) and FF/VI (92 μg/22 μg, once daily via the Ellipta inhaler [GlaxoSmithKline]) were administered to adolescents aged 12 to 17 years who required regular antiasthmatic medication and had a ratio of FEV1 to forced vital capacity (FEV1/FVC) less than -1.65 SD in a 2-sequence, 16-week crossover trial. The primary efficacy end point was change in FEV1 compared with baseline. Secondary end points were FEV1/FVC ratio, maximal expiratory flow at 50% of the FVC, impulse oscillometry indices respiratory resistance at 5 Hz (R5), difference between R5 and respiratory resistance at 20 Hz (R20), area of reactance, and Asthma Control Test score. Results Both ICS/LABA combinations resulted in a significant improvement in FEV1 and maximal expiratory flow at 50% of the FVC z scores without any significant difference between FP/FORM and FF/VI, with 40% of patients with either treatment achieving a normal prebronchodilator FEV1/FVC z score. Neither area of reactance nor difference between R5 and R20 improved significantly with either treatment. Conclusion Both ICS/LABA combinations demonstrated significant improvements in FEV1z score. More than one-third of the asthmatic adolescents with prolonged bronchial obstruction achieved a normal prebronchodilator FEV1/FVC ratio.
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Affiliation(s)
- Tiina Helena Tanninen
- Department of Allergology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Anna Susanna Pelkonen
- Department of Allergology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Leo Pekka Malmberg
- Department of Allergology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Mika Juhani Mäkelä
- Department of Allergology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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Xu WJ, Shang WY, Feng JM, Song XY, Li LY, Xie XP, Wang YM, Liang BM. Machine learning for accurate detection of small airway dysfunction-related respiratory changes: an observational study. Respir Res 2024; 25:286. [PMID: 39048993 PMCID: PMC11270925 DOI: 10.1186/s12931-024-02911-1] [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: 03/06/2024] [Accepted: 07/08/2024] [Indexed: 07/27/2024] Open
Abstract
BACKGROUND The use of machine learning(ML) methods would improve the diagnosis of small airway dysfunction(SAD) in subjects with chronic respiratory symptoms and preserved pulmonary function(PPF). This paper evaluated the performance of several ML algorithms associated with the impulse oscillometry(IOS) analysis to aid in the diagnostic of respiratory changes in SAD. We also find out the best configuration for this task. METHODS IOS and spirometry were measured in 280 subjects, including a healthy control group (n = 78), a group with normal spirometry (n = 158) and a group with abnormal spirometry (n = 44). Various supervised machine learning (ML) algorithms and feature selection strategies were examined, such as Support Vector Machines (SVM), Random Forests (RF), Adaptive Boosting (ADABOOST), Navie Bayesian (BAYES), and K-Nearest Neighbors (KNN). RESULTS The first experiment of this study demonstrated that the best oscillometric parameter (BOP) was R5, with an AUC value of 0.642, when comparing a healthy control group(CG) with patients in the group without lung volume-defined SAD(PPFN). The AUC value of BOP in the control group was 0.769 compared with patients with spirometry defined SAD(PPFA) in the PPF population. In the second experiment, the ML technique was used. In CGvsPPFN, RF and ADABOOST had the best diagnostic results (AUC = 0.914, 0.915), with significantly higher accuracy compared to BOP (p < 0.01). In CGvsPPFA, RF and ADABOOST had the best diagnostic results (AUC = 0.951, 0.971) and significantly higher diagnostic accuracy (p < 0.01). In the third, fourth and fifth experiments, different feature selection techniques allowed us to find the best IOS parameters (R5, (R5-R20)/R5 and Fres). The results demonstrate that the performance of ADABOOST remained essentially unaltered following the application of the feature selector, whereas the diagnostic accuracy of the remaining four classifiers (RF, SVM, BAYES, and KNN) is marginally enhanced. CONCLUSIONS IOS combined with ML algorithms provide a new method for diagnosing SAD in subjects with chronic respiratory symptoms and PPF. The present study's findings provide evidence that this combination may help in the early diagnosis of respiratory changes in these patients.
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Affiliation(s)
- Wen-Jing Xu
- Department of Respiratory and Critical Care Medicine, West China School of Medicine and West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, China
| | - Wen-Yi Shang
- Machine Intelligence Laboratory, College of Computer Science, Sichuan University, Chengdu, 610065, China
| | - Jia-Ming Feng
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, P. R. China
| | - Xin-Yue Song
- Department of Respiratory and Critical Care Medicine, West China School of Medicine and West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, China
| | - Liang-Yuan Li
- Department of Respiratory and Critical Care Medicine, West China School of Medicine and West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, China
| | - Xin-Peng Xie
- College of Electrical Engineering and Automation, Sichuan University, Chengdu, 610065, China
| | - Yan-Mei Wang
- Institute of Traditional Chinese Medicine of Sichuan Academy of Chinese Medicine Sciences(Sichuan Second Hospital of T.C.M), Chengdu, 610000, China
| | - Bin-Miao Liang
- Department of Respiratory and Critical Care Medicine, West China School of Medicine and West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, China.
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李 舒, 郭 广, 杨 月, 熊 晓, 郑 世, 谢 雪, 张 艳. [Diagnostic efficacy of serum 14-3-3β protein combined with fractional exhaled nitric oxide and conventional ventilatory lung function parameters for bronchial asthma in children]. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2024; 26:723-729. [PMID: 39014949 PMCID: PMC11562049 DOI: 10.7499/j.issn.1008-8830.2401058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 05/20/2024] [Indexed: 07/18/2024]
Abstract
OBJECTIVES To explore the diagnostic efficacy of serum 14-3-3β protein combined with fractional exhaled nitric oxide (FeNO) and conventional ventilatory lung function parameters in diagnosing bronchial asthma (referred to as "asthma") in children. METHODS A prospective study included 136 children initially diagnosed with asthma during an acute episode as the asthma group, and 85 healthy children undergoing routine health checks as the control group. The study compared the differences in serum 14-3-3β protein concentrations between the two groups, analyzed the correlation of serum 14-3-3β protein with clinical indices, and evaluated the diagnostic efficacy of combining 14-3-3β protein, FeNO, and conventional ventilatory lung function parameters for asthma in children. RESULTS The concentration of serum 14-3-3β protein was higher in the asthma group than in the control group (P<0.001). Serum 14-3-3β protein showed a positive correlation with the percentage of neutrophils and total serum immunoglobulin E, and a negative correlation with conventional ventilatory lung function parameters (P<0.05). Cross-validation of combined indices showed that the combination of 14-3-3β protein, FeNO, and the percentage of predicted value of forced expiratory flow at 75% of lung volume had an area under the curve of 0.948 for predicting asthma, with a sensitivity and specificity of 88.9% and 93.7%, respectively, demonstrating good diagnostic efficacy (P<0.001). The model had the best extrapolation. CONCLUSIONS The combination of serum 14-3-3β protein, FeNO, and the percentage of predicted value of forced expiratory flow at 75% of lung volume can significantly improve the diagnostic efficacy for asthma in children. Citation:Chinese Journal of Contemporary Pediatrics, 2024, 26(7): 723-729.
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Zheng S, Chen S, Hu Y, Wang M, Liao W. Alveolar nitric oxide concentration plays an important role in identifying cough variant asthma and assessing asthma control in children. J Asthma 2024; 61:328-337. [PMID: 37855443 DOI: 10.1080/02770903.2023.2272806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 08/30/2023] [Accepted: 10/15/2023] [Indexed: 10/20/2023]
Abstract
OBJECTIVE To study the value of alveolar nitric oxide concentration (CaNO) in the identification and disease control of cough variant asthma. METHODS A retrospective study was conducted on cough variant asthma (CVA-Group), nonasthmatic cough (NAC-Group) and healthy control children (C-Group) aged 5-12 years. The exhaled nitric oxide and spirometry test results of the three groups were collected and compared. RESULTS A total of 410 children were included in this study, including 190 in the CVA-Group, 183 in the NAC-Group, and 37 in the C-Group. The CaNO values of the CVA-Group [11.40 ppb (8.48-14.25)] were significantly higher than those of the NAC-Group and C-Group (all p values <.05). The MMEF %pred values of the CVA-Group [63.65 (56.28-73.58)] were significantly lower than those of the NAC-Group and C-Group (all p values <.05). FeNO50, JawNO and other spirometry indices (FVC %pred, FEV1%pred, FEV1/FVC %pred) showed no significant difference among the three groups. ROC curve analysis showed that the optimal cutoff point value of CaNO was 9.45 ppb, corresponding to 0.816 sensitivity and 0.736 specificity. Spearman correlation analysis showed a significant negative correlation between the CaNO measurement and CVA control score. CONCLUSIONS CaNO can not only help identify CVA early in children aged 5-12 years with chronic cough but is also significantly negatively correlated with the CVA control score.
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Affiliation(s)
- Shouyan Zheng
- Department of Pediatrics, The First Hospital Affiliated to Army Medical University, Chongqing, China
| | - Sheng Chen
- Department of Pediatrics, The First Hospital Affiliated to Army Medical University, Chongqing, China
| | - Ying Hu
- Department of Pediatrics, The First Hospital Affiliated to Army Medical University, Chongqing, China
| | - Mei Wang
- Department of Pediatrics, The First Hospital Affiliated to Army Medical University, Chongqing, China
| | - Wei Liao
- Department of Pediatrics, The First Hospital Affiliated to Army Medical University, Chongqing, China
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Yang Q, Zheng Y, Dong J, Xu Q, Li S, Li A, Xiong X, Zhang Y. Serum interleukin-33 combined with FEF75% z-score and FeNO improves the diagnostic accuracy of asthma in children. J Pediatr (Rio J) 2024; 100:81-87. [PMID: 37741632 PMCID: PMC10751693 DOI: 10.1016/j.jped.2023.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Revised: 08/15/2023] [Accepted: 08/17/2023] [Indexed: 09/25/2023] Open
Abstract
OBJECTIVE To investigate the diagnostic efficacy of serum IL-33 single indicator and combined indicators for asthma in children. METHODS 132 children were initially diagnosed with asthma during acute exacerbation and 100 healthy children were included. Serum IL-33 concentration differences were compared between asthmatic and normal children. Correlations between IL-33 with pulmonary function parameters, FeNO, peripheral blood EOS counts and serum total IgE were analyzed in asthmatic children. ROC curves were used to assess IL-33 diagnostic efficacy and its combined indicators. To prevent overfitting of the predictive model, the hold-out cross-validation method was used. RESULTS (1) Serum IL-33 concentrations were significantly higher in children with asthma than in normal children (p < 0.001). (2) IL-33 concentration was negatively correlated with FVC z-score, FEV1 z-score and FEF75% z-score in asthmatic children (p < 0.05). (3) The area under the ROC curve of IL-33 was 0.821, which was higher than those of FeNO, FVC z-score, and FEV1 z-score. (4) Cross-validation of the combined indicators showed that IL-33 significantly improved asthma diagnostic efficacy. The combination of IL-33, FEF75% z-score, and FeNO showed the highest diagnostic efficacy, with the AUC, sensitivity, and specificity of the combined indicator being 0.954, 90.1%, and 89. 0%, respectively, and good extrapolation of the predictive model. CONCLUSION Serum IL-33 is higher in children with asthma and increases with the severity of pulmonary ventilation obstruction. A single indicator of serum IL-33 demonstrates moderate diagnostic accuracy, and its combination with FEF75% z-score and FeNO significantly improves the diagnostic accuracy in childhood asthma.
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Affiliation(s)
- Qiuyan Yang
- Third Affiliated Hospital of Zhengzhou University, Department of Pediatrics, Zhengzhou, China; Henan Pediatric Clinical Research Center, Zhengzhou, China; Henan Key Laboratory of Child Brain Injury, Zhengzhou, China; Institute of Neuroscience of Zhengzhou University, Zhengzhou, China
| | - Yuehong Zheng
- Third Affiliated Hospital of Zhengzhou University, Department of Pediatrics, Zhengzhou, China
| | - Junjun Dong
- Third Affiliated Hospital of Zhengzhou University, Department of Pediatrics, Zhengzhou, China
| | - Qingrong Xu
- Third Affiliated Hospital of Zhengzhou University, Department of Pediatrics, Zhengzhou, China
| | - Shufang Li
- Third Affiliated Hospital of Zhengzhou University, Department of Pediatrics, Zhengzhou, China
| | - Aijun Li
- Third Affiliated Hospital of Zhengzhou University, Department of Pediatrics, Zhengzhou, China
| | - Xiaoman Xiong
- Third Affiliated Hospital of Zhengzhou University, Department of Pediatrics, Zhengzhou, China
| | - Yanli Zhang
- Third Affiliated Hospital of Zhengzhou University, Department of Pediatrics, Zhengzhou, China; Henan Pediatric Clinical Research Center, Zhengzhou, China; Henan Key Laboratory of Child Brain Injury, Zhengzhou, China; Institute of Neuroscience of Zhengzhou University, Zhengzhou, China.
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Sarikloglou E, Fouzas S, Paraskakis E. Prediction of Asthma Exacerbations in Children. J Pers Med 2023; 14:20. [PMID: 38248721 PMCID: PMC10820562 DOI: 10.3390/jpm14010020] [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: 11/26/2023] [Revised: 12/17/2023] [Accepted: 12/20/2023] [Indexed: 01/23/2024] Open
Abstract
Asthma exacerbations are common in asthmatic children, even among those with good disease control. Asthma attacks result in the children and their parents missing school and work days; limit the patient's social and physical activities; and lead to emergency department visits, hospital admissions, or even fatal events. Thus, the prompt identification of asthmatic children at risk for exacerbation is crucial, as it may allow for proactive measures that could prevent these episodes. Children prone to asthma exacerbation are a heterogeneous group; various demographic factors such as younger age, ethnic group, low family income, clinical parameters (history of an exacerbation in the past 12 months, poor asthma control, poor adherence to treatment, comorbidities), Th2 inflammation, and environmental exposures (pollutants, stress, viral and bacterial pathogens) determine the risk of a future exacerbation and should be carefully considered. This paper aims to review the existing evidence regarding the predictors of asthma exacerbations in children and offer practical monitoring guidance for promptly recognizing patients at risk.
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Affiliation(s)
| | - Sotirios Fouzas
- Department of Pediatrics, University of Patras Medical School, 26504 Patras, Greece;
| | - Emmanouil Paraskakis
- Paediatric Respiratory Unit, Paediatric Department, University of Crete, 71500 Heraklion, Greece
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Gochicoa‐Rangel L, Chávez J, Del‐Río‐Hidalgo R, Guerrero‐Zúñiga S, Mora‐Romero U, Benítez‐Pérez R, Rodríguez‐Moreno L, Torre‐Bouscoulet L, Vargas MH. Lung function is related to salivary cytokines and hormones in healthy children. An exploratory cross-sectional study. Physiol Rep 2023; 11:e15861. [PMID: 38086735 PMCID: PMC10716032 DOI: 10.14814/phy2.15861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 10/19/2023] [Accepted: 10/29/2023] [Indexed: 12/17/2023] Open
Abstract
Pulmonary mechanics has been traditionally viewed as determined by lung size and physical factors such as frictional forces and tissue viscoelastic properties, but few information exists regarding potential influences of cytokines and hormones on lung function. Concentrations of 28 cytokines and hormones were measured in saliva from clinically healthy scholar children, purposely selected to include a wide range of body mass index (BMI). Lung function was assessed by impulse oscillometry, spirometry, and diffusing capacity for carbon monoxide, and expressed as z-score or percent predicted. Ninety-six scholar children (55.2% female) were enrolled. Bivariate analysis showed that almost all lung function variables correlated with one or more cytokine or hormone, mainly in boys, but only some of them remained statistically significant in the multiple regression analyses. Thus, after adjusting by height, age, and BMI, salivary concentrations of granulocyte-macrophage colony-stimulating factor (GM-CSF) in boys were associated with zR5-R20 and reactance parameters (zX20, zFres, and zAX), while glucagon inversely correlated with resistances (zR5 and zR20). Thus, in physiological conditions, part of the mechanics of breathing might be influenced by some cytokines and hormones, including glucagon and GM-CSF. This endogenous influence is a novel concept that warrants in-depth characterization.
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Affiliation(s)
- Laura Gochicoa‐Rangel
- Departamento de Fisiología RespiratoriaInstituto Nacional de Enfermedades Respiratorias Ismael Cosío VillegasMexico CityMexico
- Instituto de Desarrollo e Innovación en Fisiología RespiratoriaMexico CityMexico
| | - Jaime Chávez
- Departamento de Investigación en Hiperreactividad BronquialInstituto Nacional de Enfermedades Respiratorias Ismael Cosío VillegasMexico CityMexico
| | - Rodrigo Del‐Río‐Hidalgo
- Departamento de Fisiología RespiratoriaInstituto Nacional de Enfermedades Respiratorias Ismael Cosío VillegasMexico CityMexico
- Present address:
Servicio de PediatríaNuevo Hospital CivilGuadalajaraMexico
| | - Selene Guerrero‐Zúñiga
- Departamento de Fisiología RespiratoriaInstituto Nacional de Enfermedades Respiratorias Ismael Cosío VillegasMexico CityMexico
| | - Uri Mora‐Romero
- Departamento de Fisiología RespiratoriaInstituto Nacional de Enfermedades Respiratorias Ismael Cosío VillegasMexico CityMexico
- Present address:
Servicio de Neumología PediátricaHospital PueblaPueblaMexico
| | - Rosaura Benítez‐Pérez
- Departamento de Fisiología RespiratoriaInstituto Nacional de Enfermedades Respiratorias Ismael Cosío VillegasMexico CityMexico
| | | | | | - Mario H. Vargas
- Departamento de Investigación en Hiperreactividad BronquialInstituto Nacional de Enfermedades Respiratorias Ismael Cosío VillegasMexico CityMexico
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12
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Barkas GI, Daniil Z, Kotsiou OS. The Role of Small Airway Disease in Pulmonary Fibrotic Diseases. J Pers Med 2023; 13:1600. [PMID: 38003915 PMCID: PMC10672167 DOI: 10.3390/jpm13111600] [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: 09/26/2023] [Revised: 11/05/2023] [Accepted: 11/06/2023] [Indexed: 11/26/2023] Open
Abstract
Small airway disease (SAD) is a pathological condition that affects the bronchioles and non-cartilaginous airways 2 mm or less in diameter. These airways play a crucial role in respiratory function and are often implicated in various pulmonary disorders. Pulmonary fibrotic diseases are characterized by the thickening and scarring of lung tissue, leading to progressive respiratory failure. We aimed to present the link between SAD and fibrotic lung conditions. The evidence suggests that SAD may act as a precursor or exacerbating factor in the progression of fibrotic diseases. Patients with fibrotic conditions often exhibit signs of small airway dysfunction, which can contribute to worsening respiratory symptoms and decreased lung function. Moreover, individuals with advanced SAD are at a heightened risk of developing fibrotic changes in the lung. The interplay between inflammation, environmental factors, and genetic predisposition further complicates this association. The early detection and management of SAD can potentially mitigate the progression of fibrotic diseases, highlighting the need for comprehensive clinical evaluation and research. This review emphasizes the need to understand the evolving connection between SAD and pulmonary fibrosis, urging further detailed research to clarify the causes and potential treatment between the two entities.
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Affiliation(s)
- Georgios I. Barkas
- Department of Human Pathophysiology, Faculty of Nursing, University of Thessaly, 41500 Larissa, Greece;
| | - Zoe Daniil
- Department of Respiratory Medicine, Faculty of Medicine, University of Thessaly, 41110 Larissa, Greece;
| | - Ourania S. Kotsiou
- Department of Human Pathophysiology, Faculty of Nursing, University of Thessaly, 41500 Larissa, Greece;
- Department of Respiratory Medicine, Faculty of Medicine, University of Thessaly, 41110 Larissa, Greece;
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13
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Lee E, Rhee EH, Kim K, Kim HS, Kim WK, Song DJ, Park JS, Yoo Y, Suh DI, Jung S, Yoon JS, Lee SW, Kim JT, Lim DH, Baek HS, Shin M, Kwon JW, Jang GC, Seo JH, Woo SI, Kim HY, Shin YH, Lee JS, Yang HJ, Yu J. Frequency of exacerbation and degree of required asthma medication can characterize childhood longitudinal asthma trajectories. Ann Allergy Asthma Immunol 2023; 131:444-450. [PMID: 37302526 DOI: 10.1016/j.anai.2023.05.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 05/16/2023] [Accepted: 05/30/2023] [Indexed: 06/13/2023]
Abstract
BACKGROUND To the best of our knowledge, there have been no investigations of longitudinal asthma trajectories based on asthma exacerbation frequency and medications required for asthma control in children. OBJECTIVE To investigate longitudinal asthma trajectories based on the exacerbation frequency throughout childhood and asthma medication ranks. METHODS A total of 531 children aged 7 to 10 years were enrolled from the Korean childhood Asthma Study. Required asthma medications for control of asthma from 6 to 12 years of age and asthma exacerbation frequency from birth to 12 years of age were obtained from the Korean National Health Insurance System database. Longitudinal asthma trajectories were identified on the basis of asthma exacerbation frequency and asthma medication ranks. RESULTS Four asthma clusters were identified: lesser exacerbation with low-step treatment (8.1%), lesser exacerbations with middle-step treatment (30.7%), highly frequent exacerbations in early childhood with small-airway dysfunction (5.7%), and frequent exacerbations with high-step treatment (55.6%). The frequent exacerbations with high-step treatment cluster were characterized by a high prevalence of male sex, increased blood eosinophil (counts) with fractional exhaled nitric oxide, and high prevalence of comorbidities. The highly frequent exacerbation in early childhood with small-airway dysfunction cluster was characterized by recurrent wheeze in preschool age, with high prevalence of acute bronchiolitis in infancy and a greater number of family members with small-airway dysfunction at school age. CONCLUSION The present study identified 4 longitudinal asthma trajectories on the basis of the frequency of asthma exacerbation and asthma medication ranks. These results would help clarify the heterogeneities and pathophysiologies of childhood asthma.
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Affiliation(s)
- Eun Lee
- Department of Pediatrics, Chonnam National University Hospital, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Eun Hee Rhee
- Department of Pediatrics, Pediatric Allergy and Respiratory Center, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Republic of Korea
| | - Kyunghoon Kim
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hwan Soo Kim
- Department of Pediatrics, Bucheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Woo Kyung Kim
- Department of Pediatrics, Inje University Seoul Paik Hospital, Seoul, Republic of Korea
| | - Dae Jin Song
- Department of Pediatrics, Korea University Guro Hospital, Seoul, Republic of Korea
| | - Ji Soo Park
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Young Yoo
- Department of Pediatrics, Korea University Anam Hospital, Seoul, Republic of Korea
| | - Dong In Suh
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Sungsu Jung
- Department of Pediatrics, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
| | - Ji-Sun Yoon
- Department of Pediatrics, Chung-Ang University Gwang-Myeong Hospital, Chung-Ang University College of Medicine, Seoul, Republic of Korea
| | - Seung Won Lee
- Department of Precision Medicine, Sungkyunkwan University School of Medicine, Suwon, Republic of Korea
| | - Jin Tack Kim
- Department of Pediatrics, School of Medicine, The Catholic University of Korea, Uijeongbu St. Mary's Hospital, Seoul, Republic of Korea
| | - Dae Hyun Lim
- Department of Pediatrics, College of Medicine, Inha University, Incheon, Republic of Korea
| | - Hey Sung Baek
- Department of Pediatrics, Hallym University Kangdong Sacred Heart Hospital, Seoul, Republic of Korea
| | - Meeyong Shin
- Department of Pediatrics, Soonchunhyang University School of Medicine, Bucheon, Republic of Korea
| | - Ji Won Kwon
- Department of Pediatrics, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Gwang Cheon Jang
- Department of Pediatrics, National Health Insurance Service Ilsan Hospital, Ilsan, Republic of Korea
| | - Ju Hee Seo
- Department of Pediatrics, Dankook University Hospital, Dankook University College of Medicine, Cheonan, Republic of Korea
| | - Sung Il Woo
- Department of Pediatrics, College of Medicine, Chungbuk National University, Cheongju, Republic of Korea
| | - Hyung Young Kim
- Department of Pediatrics, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
| | - Youn Ho Shin
- Department of Pediatrics, Gangnam CHA Medical Center, CHA University School of Medicine, Seoul, Republic of Korea
| | - Ju Suk Lee
- Department of Pediatrics, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, Republic of Korea
| | - Hyeon-Jong Yang
- Department of Pediatrics, Pediatric Allergy and Respiratory Center, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Republic of Korea.
| | - Jinho Yu
- Department of Pediatrics, Childhood Asthma Atopy Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
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14
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Hu Y, Zheng S, Chen Z, Yu D, Lai T, Chen Y, Liao W. Validity of fractional exhaled nitric oxide and small airway lung function measured by IOS in the diagnosis of cough variant asthma in preschool children with chronic cough. ALLERGY, ASTHMA, AND CLINICAL IMMUNOLOGY : OFFICIAL JOURNAL OF THE CANADIAN SOCIETY OF ALLERGY AND CLINICAL IMMUNOLOGY 2023; 19:83. [PMID: 37689703 PMCID: PMC10493011 DOI: 10.1186/s13223-023-00835-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 08/15/2023] [Indexed: 09/11/2023]
Abstract
BACKGROUND To investigate the role of combined impulse oscillometry (IOS) and fractional exhaled nitric oxide (FeNO) in the diagnosis of cough variant asthma (CVA) in preschool children. METHODS A total of 197 preschool-aged children with chronic cough were selected from the paediatric outpatient clinic. Allergy histories were collected for all children along with IOS and FeNO. Paediatric respiratory specialists divided the children into a CVA group (n = 90) and a noncough variant asthma (nCVA) group (n = 107) according to the diagnostic criteria for CVA After diagnostic treatment, the correlation between the FeNO and IOS values and the diagnosis in the two groups was analysed, and the area under the curve (AUC) of each index was calculated. RESULTS (1) X5 was significantly different between the CVA group and the nCVA group (- 4.22 vs. - 3.64, p < 0.001), as was the FeNO value (29.07 vs. 16.64, p < 0.001). (2) Receiver operating characteristic (ROC) analysis showed that the AUCs of FeNO alone and X5 alone were 0.779 and 0.657, respectively, while the AUC of FeNO (cut-off value of 18 ppb) plus X5 (cut-off value of -4.15 cmH2O/(l/s)) reached 0.809. CONCLUSIONS Children with CVA may have small airway dysfunction at an early stage. For preschool children with chronic cough, the combination of FeNO and X5 can better identify those with CVA. TRIAL REGISTRATION NUMBER This trial was registered with and approved by the Chinese Clinical Trial Registry, with registration number ChiCTRcRRC-17011738, and was reviewed and approved by the Ethics Committee of Southwest Hospital.
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Affiliation(s)
- Ying Hu
- Department of Pediatrics, The First Affiliated Hospital of Army Medical University, 30 Gaotanyanzheng Street, Shapingba District, Chongqing, 400038, China
| | - Shouyan Zheng
- Department of Pediatrics, The First Affiliated Hospital of Army Medical University, 30 Gaotanyanzheng Street, Shapingba District, Chongqing, 400038, China
| | - Zhiqiang Chen
- Department of Pediatrics, The First Affiliated Hospital of Army Medical University, 30 Gaotanyanzheng Street, Shapingba District, Chongqing, 400038, China
| | - Dan Yu
- Department of Pediatrics, The First Affiliated Hospital of Army Medical University, 30 Gaotanyanzheng Street, Shapingba District, Chongqing, 400038, China
| | - Tianxia Lai
- Department of Pediatrics, The First Affiliated Hospital of Army Medical University, 30 Gaotanyanzheng Street, Shapingba District, Chongqing, 400038, China
| | - Yao Chen
- Department of Pediatrics, The First Affiliated Hospital of Army Medical University, 30 Gaotanyanzheng Street, Shapingba District, Chongqing, 400038, China
| | - Wei Liao
- Department of Pediatrics, The First Affiliated Hospital of Army Medical University, 30 Gaotanyanzheng Street, Shapingba District, Chongqing, 400038, China.
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15
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Domínguez-Martín C, Cano A, Díez-Monge N. Clinical performance of spirometry and respiratory oscillometry for prediction of severe exacerbations in schoolchildren with asthma. An Pediatr (Barc) 2023:S2341-2879(23)00109-6. [PMID: 37246048 DOI: 10.1016/j.anpede.2023.05.003] [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: 02/08/2023] [Accepted: 04/04/2023] [Indexed: 05/30/2023] Open
Abstract
OBJECTIVE To determine the performance of spirometry and respiratory oscillometry (RO) in the prediction of severe asthma exacerbations (SAEs) in children. METHODS In a prospective study, 148 children (age 6-14 years) with asthma were assessed with RO, spirometry and a bronchodilator (BD) test. Based on the findings of spirometry and the BD test, they were classified into three phenotypes: air trapping (AT), airflow limitation (AFL) and normal. Twelve weeks later, they were re-evaluated in relation to the occurrence of SAEs. We analysed the performance of RO, spirometry and AT/AFL phenotypes for prediction of SAEs by means of positive and negative likelihood ratios, ROC curves with the corresponding areas under the curve (AUCs) and a multivariate analysis adjusted for potential confounders. RESULTS During the follow-up, 7.4% of patients had SAEs, and there were differences between phenotypes (normal, 2.4%; AFL, 17.9%; AT, 22.2%, P = .005). The best AUC corresponded to the forced expiratory flow between 25% and 75% of vital capacity (FEF25-75): 0.787; 95% confidence interval, 0.600-0.973. Other significant AUCs were those for the reactance area (AX), forced expiratory volume in the first second (FEV1), the post-BD change in forced vital capacity (FVC), and the FEV1/FVC ratio. All of the variables had a low sensitivity for prediction of SAEs. The AT phenotype had the best specificity (93.8%; 95% CI, 87.9-97.0), but the positive and negative likelihood ratios were both significant only for the FEF25-75. In the multivariate analysis, only some spirometry parameters were significative for prediction of SAEs (AT phenotype, FEF25-75 and FEV1/FVC). CONCLUSIONS Spirometry performed better than RO for prediction of SAEs in the medium term in schoolchildren with asthma.
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Affiliation(s)
- Clara Domínguez-Martín
- Servicio de Pediatría, Hospital Universitario Río Hortega, Valladolid, Spain; Facultad de Medicina, Universidad de Valladolid, Valladolid, Spain
| | - Alfredo Cano
- Servicio de Pediatría, Hospital Universitario Río Hortega, Valladolid, Spain; Facultad de Medicina, Universidad de Valladolid, Valladolid, Spain.
| | - Nuria Díez-Monge
- Servicio de Pediatría, Hospital Universitario Río Hortega, Valladolid, Spain; Facultad de Medicina, Universidad de Valladolid, Valladolid, Spain
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16
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Should asthma evaluation include assessment of small airway function? Ann Allergy Asthma Immunol 2022; 129:399-400. [PMID: 36155696 DOI: 10.1016/j.anai.2022.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 06/28/2022] [Accepted: 07/05/2022] [Indexed: 11/23/2022]
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17
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Hopp R, Lee J, Bohan H. An a Priori Approach to Small Airway Dysfunction in Pediatric Asthmatics. CHILDREN 2022; 9:children9101454. [PMID: 36291390 PMCID: PMC9600101 DOI: 10.3390/children9101454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/10/2022] [Accepted: 09/19/2022] [Indexed: 11/29/2022]
Abstract
Small airway dysfunction remains a stepchild in the pediatric asthma care pathway. In brief, elements of the pulmonary function test (PFT) concerning smaller airway data remain less utilized. To further the value of the standard PFT we underwent a prospective Proof of Concept (POC) project, utilizing the outpatient performance of PFT tests in children 6–18 years during a 15-month period. The goal of the study was to determine if a priori the PFT represented a small airway disease pattern or not. Only the pulmonary function was used to make that distinction. Children 6–18 years with asthma who completed a PFT had their PFT as being characterized with or without a small airway dysfunction (SAD) designation, coded in the electronic medical record as an a priori decision using the code J98.4 (other disorders of lung) as a marker for electronic medical records retrieval. Subsequently, the results were analyzed between a group of 136 children designated (a priori) as having no small airway dysfunction in comparison to 91 children a priori designated as having small airway dysfunction. The a priori designation groups were post hoc compared for large and smaller airway function differences. Both large and smaller airway dysfunction were highly significantly different between the 2 groups, based solely on the initial division of the total group based on the decision the PFT represented a small airway pattern. We concluded the baseline pulmonary function test used in the evaluation of pediatric asthma has readily identifiable information regarding the presence of small airway dysfunction, and we characterized what was unique on the PFT based on that SAD classification
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Affiliation(s)
- Russell Hopp
- Department of Pediatrics, University of Nebraska Medical Center, 42nd and Emile St., Omaha, NE 68198, USA
- Children’s Hospital and Medical Center, 8200 Dodge St., Omaha, NE 68114, USA
- Correspondence:
| | - Junghyae Lee
- Department of Biostatistics, College of Public Health, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Heather Bohan
- Children’s Hospital and Medical Center, 8200 Dodge St., Omaha, NE 68114, USA
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18
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Dai C, Wu F, Wang Z, Peng J, Yang H, Zheng Y, Lu L, Zhao N, Deng Z, Xiao S, Wen X, Xu J, Huang P, Zhou K, Wu X, Zhou Y, Ran P. The association between small airway dysfunction and aging: a cross-sectional analysis from the ECOPD cohort. Respir Res 2022; 23:229. [PMID: 36058907 PMCID: PMC9441095 DOI: 10.1186/s12931-022-02148-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 08/16/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Aging has been evidenced to bring about some structural and functional lung changes, especially in COPD. However, whether aging affects SAD, a possible precursor of COPD, has not been well characterized. OBJECTIVE We aimed to comprehensively assess the relationship between aging and SAD from computed tomography, impulse oscillometry, and spirometry perspectives in Chinese. METHODS We included 1859 participants from ECOPD, and used a linear-by-linear association test for evaluating the prevalence of SAD across various age subgroups, and multivariate regression models for determining the impact of age on the risk and severity of SAD. We then repeated the analyses in these subjects stratified by airflow limitation. RESULTS The prevalence of SAD increases over aging regardless of definitional methods. After adjustment for other confounding factors, per 10-yrs increase in age was significantly associated with the risk of CT-defined SAD (OR 2.57, 95% CI 2.13 to 3.10) and the increase in the severity of air trapping (β 2.09, 95% CI - 0.06 to 4.25 for LAA-856), airway reactance (β - 0.02, 95% CI - 0.04 to - 0.01 for X5; β 0.30, 95% CI 0.13 to 0.47 for AX; β 1.75, 95% CI 0.85 to 2.66 for Fres), as well as the decrease in expiratory flow rates (β - 3.95, 95% CI - 6.19 to - 1.71 for MMEF%predicted; β - 5.42, 95% CI - 7.88 to - 2.95 for FEF50%predicted) for SAD. All these associations were generally maintained in SAD defined by IOS or spirometry. After stratification of airflow limitation, we further found that the effect of age on LAA-856 was the most significant among almost all subgroups. CONCLUSIONS Aging is significantly associated with the prevalence, increased risk, as well as worse severity of SAD. CT may be a more optimal measure to assess aging-related SAD. The molecular mechanisms for the role of aging in SAD need to be explored in the future. Trial registration Chinese Clinical Trial Registry ChiCTR1900024643. Registered on 19 July 2019.
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Affiliation(s)
- Cuiqiong Dai
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Fan Wu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China.,Guangzhou Laboratory, Bio-Island, Guangzhou, Guangdong, People's Republic of China
| | - Zihui Wang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Jieqi Peng
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Huajing Yang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Youlan Zheng
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Lifei Lu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Ningning Zhao
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Zhishan Deng
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Shan Xiao
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Xiang Wen
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Jianwu Xu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Peiyu Huang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Kunning Zhou
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Xiaohui Wu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China
| | - Yumin Zhou
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China. .,Guangzhou Laboratory, Bio-Island, Guangzhou, Guangdong, People's Republic of China.
| | - Pixin Ran
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, No. 195 Dongfeng Xi Road, Guangzhou, 510000, Guangdong, China. .,Guangzhou Laboratory, Bio-Island, Guangzhou, Guangdong, People's Republic of China.
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19
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Rabinovitch N, Nevid M, Lomas C, Covar R, Levy H, Leung DYM. Reversible peripheral airway obstruction and lung hyperinflation in children presenting with dyspnea and exercise intolerance after COVID-19 infection. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY: IN PRACTICE 2022; 10:2748-2749.e1. [PMID: 36184531 PMCID: PMC9520121 DOI: 10.1016/j.jaip.2022.07.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 07/28/2022] [Accepted: 07/29/2022] [Indexed: 11/28/2022]
Affiliation(s)
- Nathan Rabinovitch
- Department of Pediatrics, Division of Allergy and Immunology, National Jewish Health, Denver, Colo.
| | - Michael Nevid
- Department of Pediatrics, Division of Allergy and Immunology, National Jewish Health, Denver, Colo
| | - Chad Lomas
- Department of Pediatrics, Division of Allergy and Immunology, National Jewish Health, Denver, Colo
| | - Ronina Covar
- Department of Pediatrics, Division of Allergy and Immunology, National Jewish Health, Denver, Colo
| | - Hara Levy
- Department of Pediatrics, Division of Pulmonary Medicine, the University of Wisconsin-Madison, Madison, Wis
| | - Donald Y M Leung
- Department of Pediatrics, Division of Allergy and Immunology, National Jewish Health, Denver, Colo
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Cottini M, Lombardi C, Passalacqua G, Bagnasco D, Berti A, Comberiati P, Imeri G, Landi M, Heffler E. Small Airways: The “Silent Zone” of 2021 GINA Report? Front Med (Lausanne) 2022; 9:884679. [PMID: 35677830 PMCID: PMC9168121 DOI: 10.3389/fmed.2022.884679] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 04/20/2022] [Indexed: 01/08/2023] Open
Abstract
Asthma is a chronic disease, affecting approximately 350 million people worldwide. Inflammation and remodeling in asthma involve the large airways, and it is now widely accepted that the small airways (those with an internal diameter <2 mm) are involved in the pathogenesis of asthma and are the major determinant of airflow obstruction in this disease. From a clinical perspective, small airways dysfunction (SAD) is associated with more severe bronchial hyperresponsiveness, worse asthma control and more exacerbations. Unlike the GOLD guidelines which, in their definition, identify COPD as a disease of the small airways, the Global Initiative for Asthma (GINA) guidelines do not refer to the prevalence and role of SAD in asthmatic patients. This decision seems surprising, given the growing body of compelling evidence accumulating pointing out the high prevalence of SAD in asthmatic patients and the importance of SAD in poor asthma control. Furthermore, and remarkably, SAD appears to possess the characteristics of a treatable pulmonary trait, making it certainly appealing for asthma control optimization and exacerbation rate reduction. In this mini-review article, we address the most recent evidence on the role of SAD on asthma control and critically review the possible inclusion of SAD among treatable pulmonary traits in international guidelines on asthma.
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Affiliation(s)
- Marcello Cottini
- Allergy and Pneumology Outpatient Clinic, Bergamo, Italy
- Marcello Cottini
| | - Carlo Lombardi
- Departmental Unit of Allergology, Immunology & Pulmonary Diseases, Fondazione Poliambulanza, Brescia, Italy
- *Correspondence: Carlo Lombardi
| | - Giovanni Passalacqua
- Allergy and Respiratory Diseases, IRCCS Policlinico San Martino, University of Genoa, Genova, Italy
| | - Diego Bagnasco
- Allergy and Respiratory Diseases, IRCCS Policlinico San Martino, University of Genoa, Genova, Italy
| | - Alvise Berti
- Ospedale Santa Chiara and Department of Cellular, Computational and Integrative Biology (CIBIO), Thoracic Disease Research, University of Trento, Trento, Italy
| | - Pasquale Comberiati
- Section of Pediatrics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Gianluca Imeri
- Respiratory Unit, Department of Medical Sciences, Papa Giovanni XXIII Hospital, University of Milan-Bergamo, Bergamo, Italy
| | - Massimo Landi
- Institute for Biomedical Research and Innovation, National Research Council, Palermo, Italy
- Pediatric National Healthcare System, Turin, Italy
| | - Enrico Heffler
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Personalized Medicine, Asthma and Allergy - IRCCS Humanitas Research Hospital - Rozzano, Milan, Italy
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Liu L, Ma H, Yuan S, Zhang J, Wu J, Dilimulati M, Wang Y, Shen S, Zhang L, Lin J, Yin Y. Prognosis of bronchial asthma in children with different pulmonary function phenotypes: A real-world retrospective observational study. Front Pediatr 2022; 10:1043047. [PMID: 36699301 PMCID: PMC9869064 DOI: 10.3389/fped.2022.1043047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 12/20/2022] [Indexed: 01/11/2023] Open
Abstract
OBJECTIVE To follow up on the changes in pulmonary function phenotypes in children with asthma in the first year after diagnosis, and explore the risk factors of poor control in children with good treatment compliance. METHODS Children who were diagnosed with asthma in the Respiratory Department of Shanghai Children's Medical Center from January 1, 2019 to December 31, 2020 and were re-examined every 3 months after diagnosis for 1 year were continuously included, regardless of gender. We collected the clinical data, analyzed clinical characteristics of the different pulmonary function phenotypes at baseline and explored risk factors of poor asthma control after 1 year of standardized treatment. RESULTS A total of 142 children with asthma were included in this study, including 54 (38.0%) with normal pulmonary function phenotype (NPF), 75 (52.8%) with ventilation dysfunction phenotype (VD), and 13 (9.2%) with small airway dysfunction phenotype (SAD) in the baseline. Among them, there were statistically significant differences in all spirometry parameters, age, and course of disease before diagnosis (P < 0.05), and a negative correlation between age (r 2 = -0.33, P < 0.001), course of disease before diagnosis (r 2 = -0.23, P = 0.006) and FEV1/FVC. After 1-year follow-up, large airway function parameters and small airway function parameters were increased, fractional exhaled nitric oxide (FeNO) was decreased, the proportion of NPF was increased, the proportion of VD was decreased (P < 0.05), while there was no significant difference in the proportion of SAD. After 1 year of standardized treatment, 21 patients (14.8%) still had partly controlled or uncontrolled asthma. Our results showed that the more asthma attacks occurred within 1 year (OR = 6.249, 95% CI, 1.711-22.818, P = 0.006), the more times SAD presented at baseline and Assessment 1-4 (OR = 3.092, 95% CI, 1.222-7.825, P = 0.017), the higher the possibility of incomplete control of asthma. CONCLUSION About 15% of the children with good treatment compliance were still not completely controlled after 1 year of treatment, which is closely associated with persistent small airway dysfunction.
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Affiliation(s)
- Lu Liu
- Department of Respiratory Medicine, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Hui Ma
- Department of Respiratory Medicine, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Shuhua Yuan
- Department of Respiratory Medicine, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jing Zhang
- Department of Respiratory Medicine, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jinhong Wu
- Department of Respiratory Medicine, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Muheremu Dilimulati
- Department of Respiratory Medicine, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yahua Wang
- Department of Respiratory Medicine, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Shiyu Shen
- Department of Respiratory Medicine, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Lei Zhang
- Department of Respiratory Medicine, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jilei Lin
- Department of Respiratory Medicine, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yong Yin
- Department of Respiratory Medicine, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
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22
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Lin LM, Chang YJ, Yang KD, Lin CH, Chien JW, Kao JK, Lee MS, Chiang TI, Lin CY, Tsai YG. Small Airway Dysfunction Measured by Impulse Oscillometry and Fractional Exhaled Nitric Oxide Is Associated With Asthma Control in Children. Front Pediatr 2022; 10:877681. [PMID: 35783300 PMCID: PMC9247317 DOI: 10.3389/fped.2022.877681] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 05/24/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Impulse oscillometry (IOS) and fractional exhaled nitric oxide (FeNO) are sensitive and non-invasive methods to measure airway resistance and inflammation, although there are limited population-based studies using IOS and FeNO to predict asthma control. OBJECTIVE This study aimed to investigate the utility of IOS and FeNO for assessing childhood asthma control in terms of small airway dysfunction and airway inflammation. METHODS This prospective observational cohort study enrolled 5,018 school children (aged 6-12 years), including 560 asthmatic children and 140 normal participants. FeNO, spirometry, IOS, bronchial dilation test, total IgE, and childhood asthma control test (C-ACT) were measured. FeNO, IOS, spirometry, and C-ACT results were correlated with childhood asthma with and without control. RESULTS Uncontrolled asthmatic children had abnormal FeNO, IOS, and spirometric values compared with control subjects (P < 0.05). IOS parameters with R5, R5-R20, X5, Ax, △R5, and FeNO can predict lower C-ACT scales by the areas under receiver operating characteristic curves (AUCs) (0.616, 0.625, 0.609, 0.622, 0.625, and 0.714). A combination of FeNO (>20 ppb) with IOS measure significantly increased the specificity for predicting uncontrolled asthma patients compared with FeNO alone (P < 0.01). A multiple regression model showed that small airway parameter (R5-R20) was the strongest risk factor [OR (95% CI): 87.26 (7.67-993.31)] for uncontrolled asthma patients. Poor control with lower C-ACT scales correlated with high FeNO (r = -0.394), R5 (r = -0.106), and R5-R20 (r = -0.129) in asthmatic children (P < 0.05). CONCLUSION A combined use of FeNO and IOS measurements strongly predicts childhood asthma with or without control.
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Affiliation(s)
- Liang-Mei Lin
- Respiratory Therapy Section for Children, Changhua Christian Children's Hospital, Changhua, Taiwan
| | - Yu-Jun Chang
- Epidemiology and Biostatistics Center and Big Data Center, Changhua Christian Hospital, Changhua, Taiwan
| | - Kuender D Yang
- Departments of Pediatrics, Mackay Memorial Hospital, Taipei City, Taiwan.,Department of Microbiology and Immunology, National Defense Medical Center, Taipei City, Taiwan
| | - Ching-Hsiung Lin
- Division of Chest Medicine, Department of Internal Medicine, Changhua Christian Hospital, Changhua, Taiwan.,Institute of Genomics and Bioinformatics, National Chung Hsing University, Taichung, Taiwan.,Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, Taiwan.,Department of Recreation and Holistic Wellness, MingDao University, Changhua, Taiwan
| | - Jien-Wen Chien
- Department of Pediatrics, Changhua Christian Children's Hospital, Changhua, Taiwan.,Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Jun-Kai Kao
- Department of Pediatrics, Changhua Christian Children's Hospital, Changhua, Taiwan.,Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan.,Institute of Biomedical Sciences, National Chung Hsing University, Taichung, Taiwan.,Frontier Molecular Medical Research Center in Children, Changhua Christian Children Hospital, Changhua, Taiwan.,School of Medicine, Kaohsiung Medical University, Taichung, Taiwan
| | - Ming-Sheng Lee
- Department of Pediatrics, Changhua Christian Children's Hospital, Changhua, Taiwan
| | - Tsay-I Chiang
- College of Nursing, Hungkuang University, Taichung, Taiwan
| | - Ching-Yuang Lin
- Division of Pediatric Nephrology, Children's Hospital, China Medical University, Taichung, Taiwan
| | - Yi-Giien Tsai
- Department of Pediatrics, Changhua Christian Children's Hospital, Changhua, Taiwan.,Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan.,School of Medicine, Kaohsiung Medical University, Taichung, Taiwan.,School of Medicine, Chung Shan Medical University, Taichung, Taiwan
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