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Mizumura K, Gon Y, Harada N, Yamada S, Fukuda A, Ozoe R, Maruoka S, Abe S, Takahashi K, Tanaka A, Sagara H, Akamatsu T, Shirai T, Masaki K, Fukunaga K, Kobayashi K, Nagase H, Miyahara N, Kanehiro A, Kitamura N, Sugihara N, Kumasawa F, Terada-Hirashima J, Hojo M, Chibana K, Tagaya E. Predicting dupilumab effectiveness with Type-2 biomarkers: A real-world study of severe asthma. Allergol Int 2025; 74:144-155. [PMID: 39277433 DOI: 10.1016/j.alit.2024.08.005] [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: 05/15/2024] [Revised: 07/29/2024] [Accepted: 08/11/2024] [Indexed: 09/17/2024] Open
Abstract
BACKGROUND The therapeutic effectiveness of dupilumab for severe asthma in real-world settings is yet to be prospectively investigated across multiple institutions, and uncertainties persist regarding predictive factors for its effectiveness. We aimed to assess the effectiveness of dupilumab and identify predictors of its effectiveness in real-world settings using two type-2 biomarkers: FeNO concentration and blood eosinophil count. METHODS This prospective multicenter study included 103 patients with severe asthma. Exacerbations and respiratory functions were monitored for 24 weeks. Asthma control was evaluated using the Asthma Control Questionnaire-5. Clinical symptoms and their impact on cough and sputum were assessed using the Cough and Sputum Assessment Questionnaire (CASA-Q). Subgroup analyses of type-2 biomarkers were conducted based on FeNO levels and blood eosinophil counts at baseline. RESULTS Treatment with dupilumab led to a reduction in exacerbations and enhancement in asthma control, FEV1, and CASA-Q scores. FEV1 improvement was correlated with enhancement in the sputum domain of the CASA-Q. Patients exhibiting elevated FeNO levels and blood eosinophil counts demonstrated more significant enhancements in FEV1. CASA-Q sputum domain scores were significantly higher in the group with elevated eosinophil counts. Regression analysis revealed that FeNO levels and blood eosinophil counts are significant predictors of FEV1 improvement, with blood eosinophil counts also predicting sputum improvement in patients treated with dupilumab. CONCLUSIONS Type-2 biomarkers may act as indicators of improvement in FEV1 and sputum outcomes among patients with severe asthma undergoing dupilumab treatment in real-world settings.
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Affiliation(s)
- Kenji Mizumura
- Division of Respiratory Medicine, Department of Internal Medicine, Nihon University School of Medicine, Tokyo, Japan.
| | - Yasuhiro Gon
- Division of Respiratory Medicine, Department of Internal Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Norihiro Harada
- Department of Respiratory Medicine, Faculty of Medicine and Graduate School of Medicine, Juntendo University, Tokyo, Japan
| | - Shiho Yamada
- Division of Respiratory Medicine, Department of Internal Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Asami Fukuda
- Division of Respiratory Medicine, Department of Internal Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Ryosuke Ozoe
- Division of Respiratory Medicine, Department of Internal Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Shuichiro Maruoka
- Division of Respiratory Medicine, Department of Internal Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Sumiko Abe
- Department of Respiratory Medicine, Faculty of Medicine and Graduate School of Medicine, Juntendo University, Tokyo, Japan
| | - Kazuhisa Takahashi
- Department of Respiratory Medicine, Faculty of Medicine and Graduate School of Medicine, Juntendo University, Tokyo, Japan
| | - Akihiko Tanaka
- Division of Respiratory Medicine and Allergology, Department of Medicine, School of Medicine, Showa University, Tokyo, Japan
| | - Hironori Sagara
- Division of Respiratory Medicine and Allergology, Department of Medicine, School of Medicine, Showa University, Tokyo, Japan
| | - Taisuke Akamatsu
- Department of Respiratory Medicine, Shizuoka General Hospital, Shizuoka, Japan
| | - Toshihiro Shirai
- Department of Respiratory Medicine, Shizuoka General Hospital, Shizuoka, Japan
| | - Katsunori Masaki
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Koichi Fukunaga
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Konomi Kobayashi
- Division of Respiratory Medicine and Allergology, Department of Medicine, Teikyo University School of Medicine, Tokyo, Japan
| | - Hiroyuki Nagase
- Division of Respiratory Medicine and Allergology, Department of Medicine, Teikyo University School of Medicine, Tokyo, Japan
| | - Nobuaki Miyahara
- Department of Medical Technology, Okayama University Academic Field of Health Sciences, Okayama, Japan
| | - Arihiko Kanehiro
- Social Medical Corporation Foundation of St. Francis Himeji St. Mary's Hospital, Hyogo, Japan
| | | | | | - Fumio Kumasawa
- Division of Respiratory Medicine, Department of Internal Medicine, Nihon University School of Medicine, Tokyo, Japan; Division of Respiratory Medicine, Akabane Central General Hospital, Tokyo, Japan
| | - Junko Terada-Hirashima
- Department of Respiratory Medicine, National Center for Global Health and Medicine, Tokyo, Japan
| | - Masayuki Hojo
- Department of Respiratory Medicine, National Center for Global Health and Medicine, Tokyo, Japan
| | - Kazuyuki Chibana
- Department of Pulmonary Medicine and Clinical Immunology, Dokkyo Medical University School of Medicine, Tochigi, Japan
| | - Etsuko Tagaya
- Department of Respiratory Medicine, Tokyo Women's Medical University, Tokyo, Japan
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Lin Q, Zheng Z, Ni H, Xu Y, Nie H. Cellular senescence-Related genes define the immune microenvironment and molecular characteristics in severe asthma patients. Gene 2024; 919:148502. [PMID: 38670389 DOI: 10.1016/j.gene.2024.148502] [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: 11/18/2023] [Revised: 04/16/2024] [Accepted: 04/23/2024] [Indexed: 04/28/2024]
Abstract
Recent studies have shown that cellular senescence is involved in the pathogenesis of severe asthma (SA). The objective of this study was to investigate the role of cellular senescence-related genes (CSGs) in the pathogenesis of SA. Here, 54 differentially expressed CSGs were identified in SA patients compared to healthy control individuals. Among the 54 differentially expressed CSGs, 3 CSGs (ETS2, ETS1 and AURKA) were screened using the LASSO regression analysis and logistic regression analysis to establish the CSG-based prediction model to predict severe asthma. Moreover, we found that the protein expression levels of ETS2, ETS1 and AURKA were increased in the severe asthma mouse model. Then, two distinct senescence subtypes of SA with distinct immune microenvironments and molecular biological characteristics were identified. Cluster 1 was characterized by increased infiltration of immature dendritic cells, regulatory T cells, and other cells. Cluster 2 was characterized by increased infiltration levels of eosinophils, neutrophils, and other cells. The molecular biological characteristics of Cluster 1 included aerobic respiration and oxidative phosphorylation, whereas the molecular biological characteristics of Cluster 2 included activation of the immune response and immune receptor activity. Then, we established an Random Forest model to predict the senescence subtypes of SA to guide treatment. Finally, potential drugs were searched for each senescence subgroup of SA patients via the Connectivity Map database. A peroxisome proliferator-activated receptor agonist may be a potential therapeutic drug for patients in Cluster 1, whereas a tachykinin antagonist may be a potential therapeutic drug for patients in Cluster 2. In summary, CSGs are likely involved in the pathogenesis of SA, which may lead to new therapeutic options for SA patients.
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Affiliation(s)
- Qibin Lin
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan 430060, Hubei, China
| | - Zhishui Zheng
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan 430060, Hubei, China
| | - Haiyang Ni
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan 430060, Hubei, China
| | - Yaqing Xu
- Department of Geriatric Medicine, Renmin Hospital of Wuhan University, Wuhan 430060, Hubei, China.
| | - Hanxiang Nie
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan 430060, Hubei, China.
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Betancor D, Villalobos-Vilda C, Olaguibel JM, Rodrigo-Muñoz JM, Puebla MJA, Arismendi E, Barranco P, Barroso B, Bobolea I, Cárdaba B, Cruz MJ, Curto E, Pozo VD, Domínguez-Ortega J, González-Barcala FJ, Luna-Porta JA, Martínez-Rivera C, Mullol J, Muñoz X, Picado C, Plaza V, Quirce S, Rial MJ, Soto-Retes L, Valero A, Valverde-Monge M, Sastre J. The New ERS/ATS 2022 Bronchodilator Response Recommendation: Comparison With the Previous Version in an Asthma Cohort. Arch Bronconeumol 2023; 59:608-611. [PMID: 37331901 DOI: 10.1016/j.arbres.2023.05.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 05/22/2023] [Accepted: 05/23/2023] [Indexed: 06/20/2023]
Affiliation(s)
- Diana Betancor
- Servicio de Alergología, Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain.
| | | | - José María Olaguibel
- Servicio de Alergología, Hospital Universitario de Navarra, Pamplona, Navarra, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - José Manuel Rodrigo-Muñoz
- Servicio de Inmunología, Instituto de Investigación Sanitaria Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - María Jose Alvarez Puebla
- Servicio de Alergología, Hospital Universitario de Navarra, Pamplona, Navarra, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Ebymar Arismendi
- Allergy Unit & Severe Asthma Unit, Pneumonology and Allergy Department, Hospital Clínic, IDIBAPS, Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Pilar Barranco
- Servicio de Alergia, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Blanca Barroso
- Servicio de Alergología, Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Irina Bobolea
- Allergy Unit & Severe Asthma Unit, Pneumonology and Allergy Department, Hospital Clínic, IDIBAPS, Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Blanca Cárdaba
- Servicio de Inmunología, Instituto de Investigación Sanitaria Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - María Jesús Cruz
- Departamento de Biología Celular, Fisiología e Inmunología, Universitat Autónoma de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Elena Curto
- Servicio de Neumologia y Alergia, Hospital de la Santa Creu i Sant Pau, Instituto de Investigación Biomédica Sant Pau (IIB Sant Pau), Universidad Autónoma de Barcelona, Departamento de Medicina, Barcelona, Spain
| | - Victoria Del Pozo
- Servicio de Inmunología, Instituto de Investigación Sanitaria Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Javier Domínguez-Ortega
- Servicio de Alergia, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | | | - Juan Alberto Luna-Porta
- Servicio de Alergia, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Carlos Martínez-Rivera
- Servicio de Neumología, Hospital Germans Trias i Pujol, Institut d'Investigació Germans Trias i Pujol, Badalona, Barcelona, Spain; Universitat Autònoma de Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Joaquim Mullol
- Rhinology Unit & Smell Clinic, ENT Department, Clinical and Experimental Respiratory Immunoallergy (IDIBAPS), Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Xavier Muñoz
- Servicio de Neumología, Hospital Vall d'Hebron, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Cesar Picado
- Allergy Unit & Severe Asthma Unit, Pneumonology and Allergy Department, Hospital Clínic, IDIBAPS, Universitat de Barcelona, Barcelona, Spain
| | - Vicente Plaza
- Servicio de Neumologia y Alergia, Hospital de la Santa Creu i Sant Pau, Instituto de Investigación Biomédica Sant Pau (IIB Sant Pau), Universidad Autónoma de Barcelona, Departamento de Medicina, Barcelona, Spain
| | - Santiago Quirce
- Servicio de Alergia, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Manuel Jorge Rial
- Servicio de Alergología, Complexo Hospitalario Universitario A Coruña, A Coruña, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Lorena Soto-Retes
- Servicio de Neumologia y Alergia, Hospital de la Santa Creu i Sant Pau, Instituto de Investigación Biomédica Sant Pau (IIB Sant Pau), Universidad Autónoma de Barcelona, Departamento de Medicina, Barcelona, Spain
| | - Antonio Valero
- Allergy Unit & Severe Asthma Unit, Pneumonology and Allergy Department, Hospital Clínic, IDIBAPS, Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Marcela Valverde-Monge
- Servicio de Alergología, Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Joaquín Sastre
- Servicio de Alergología, Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Madrid, Spain
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Blanco-Aparicio M, Domínguez-Ortega J, Cisneros C, Colás C, Casas F, Del Cuvillo A, Alobid I, Quirce S, Mullol J. Consensus on the management of united airways disease with type 2 inflammation: a multidisciplinary Delphi study. ALLERGY, ASTHMA, AND CLINICAL IMMUNOLOGY : OFFICIAL JOURNAL OF THE CANADIAN SOCIETY OF ALLERGY AND CLINICAL IMMUNOLOGY 2023; 19:34. [PMID: 37088840 PMCID: PMC10124060 DOI: 10.1186/s13223-023-00780-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 02/27/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND Scientific evidence on patients with multimorbid type 2 asthma and chronic rhinosinusitis with nasal polyps (CRSwNP) from a united airways disease (UAD) perspective remains scarce, despite the frequent coexistence of these entities. We aimed to generate expert consensus-based recommendations for the management of UAD patients. METHODS Using a two-round Delphi method, Spanish expert allergists, pulmonologists and otolaryngologists expressed their agreement on 32 statements (52 items) on a 9-point Likert scale, classified as appropriate (median 7-9), uncertain (4-6) or inappropriate (1-3). Consensus was considered when at least two-thirds of the panel scored within the range containing the median. RESULTS A panel of 30 experts reached consensus on the appropriateness of 43 out of the 52 (82.7%) items. The usefulness of certain biomarkers (tissue and peripheral blood eosinophil count, serum total IgE, and fraction of exhaled nitric oxide [FeNO]) in the identification and follow-up of type 2 inflammation, and assessment of the response to biologics, were agreed. Some of these biomarkers were also associated with disease severity and/or recurrence after endoscopic sinus surgery (ESS). Consensus was achieved on treatment strategies related to the prescription of anti-IL-4/IL-13 or anti-IgE agents, concomitant treatment with systemic corticosteroids, and combining or switching to biologics with a different mechanism of action, considering a number of UAD clinical scenarios. CONCLUSION We provide expert-based recommendations to assist in clinical decision-making for the management of patients with multimorbid type 2 asthma and CRSwNP. Specific clinical trials and real-world studies focusing on the single-entity UAD are required to address controversial items.
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Affiliation(s)
- Marina Blanco-Aparicio
- Department of Respiratory Medicine, Complexo Hospitalario Universitario de A Coruña, A Coruña, Spain
| | - Javier Domínguez-Ortega
- Department of Respiratory Medicine, Complexo Hospitalario Universitario de A Coruña, A Coruña, Spain
| | - Carolina Cisneros
- Department of Pulmonology, Hospital Universitario La Princesa, Health Research Institute (IP), Madrid, Spain
| | - Carlos Colás
- Department of Allergy, Hospital Clínico-Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain
| | - Francisco Casas
- Department of Respiratory Medicine, Hospital Universitario Clínico San Cecilio, Granada, Spain
| | - Alfonso Del Cuvillo
- Rhinology & Asthma Unit, ENT Department, Hospital Universitario de Jerez, Cádiz, Spain
| | - Isam Alobid
- Rhinology Unit & Smell Clinic, ENT Department, CIBERES, Hospital Clinic Barcelona, Universitat de Barcelona, C/ Villarroel 170, 08036, Barcelona, Spain
| | - Santiago Quirce
- Department of Allergy, La Paz University Hospital, Institute for Health Research (IdiPAZ), CIBER of Respiratory Diseases (CIBERES), Madrid, Spain
| | - Joaquim Mullol
- Rhinology Unit & Smell Clinic, ENT Department, CIBERES, Hospital Clinic Barcelona, Universitat de Barcelona, C/ Villarroel 170, 08036, Barcelona, Spain.
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Crespo-Lessmann A, Curto E, Mateus Medina EF, Palones E, Belda Soler A, Sánchez Maza S, Soto-Retes L, Plaza V. Characteristics of Induced-Sputum Inflammatory Phenotypes in Adults with Asthma: Predictors of Bronchial Eosinophilia. J Asthma Allergy 2023; 16:95-103. [PMID: 36699564 PMCID: PMC9869783 DOI: 10.2147/jaa.s389402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 12/19/2022] [Indexed: 01/19/2023] Open
Abstract
Purpose The objectives of this study were, for patients attending a specialist asthma clinic at a tertiary care hospital, to determine, from sputum induction (SI), proportions of bronchial inflammatory phenotypes, demographic, clinical and functional characteristics of each phenotype, and the most accessible non-invasive inflammatory marker that best discriminates between phenotypes. Patients and Methods Included were 96 patients with asthma, attending a specialist asthma clinic at a tertiary care hospital, who underwent testing as follows: SI, spirometry, fractional exhaled nitric oxide (FeNO), blood eosinophilia, total immunoglobulin E (IgE), and a skin prick test. Results SI phenotypes were 46.9% eosinophilic, 33.3% paucigranulocytic, 15.6% neutrophilic, and 4.2% mixed. No significantly different clinical or functional characteristics were observed between the phenotypes. A positive correlation was observed between SI eosinophilia and both emergency visits in the last 12 months (p = 0.041; r = 0.214) and FeNO values (p = 0.000; r = 0.368). Blood eosinophilia correlated with SI eosinophilia (p = 0.001; r = 0.362) and was the best predictor of bronchial eosinophilia, followed by FeNO, and total blood IgE (area under the receiver operating characteristic curve (AUC-ROC) 72%, 65%, and 53%, respectively), although precision was only fair. Conclusion In consultations for severe asthma, the most frequent phenotype was eosinophilic. Peripheral blood eosinophilia is a reliable marker for discriminating between different bronchial inflammatory phenotypes, is useful in enabling doctors to select a suitable biologic treatment and so prevent asthma exacerbation, and is a better predictor of bronchial eosinophilia than FeNO and IgE values.
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Affiliation(s)
- Astrid Crespo-Lessmann
- Servicio de Neumología y Alergia, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut d’Investigació Biomédica Sant Pau, Barcelona, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Elena Curto
- Servicio de Neumología y Alergia, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut d’Investigació Biomédica Sant Pau, Barcelona, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Eder Freddy Mateus Medina
- Servicio de Neumología y Alergia, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut d’Investigació Biomédica Sant Pau, Barcelona, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Esther Palones
- Servicio de Neumología y Alergia, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut d’Investigació Biomédica Sant Pau, Barcelona, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Alicia Belda Soler
- Servicio de Neumología y Alergia, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut d’Investigació Biomédica Sant Pau, Barcelona, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Soraya Sánchez Maza
- Servicio de Neumología y Alergia, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut d’Investigació Biomédica Sant Pau, Barcelona, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Lorena Soto-Retes
- Servicio de Neumología y Alergia, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut d’Investigació Biomédica Sant Pau, Barcelona, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Vicente Plaza
- Servicio de Neumología y Alergia, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut d’Investigació Biomédica Sant Pau, Barcelona, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Barcelona, Spain
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6
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Matabuena M, Salgado FJ, Nieto-Fontarigo JJ, Álvarez-Puebla MJ, Arismendi E, Barranco P, Bobolea I, Caballero ML, Cañas JA, Cárdaba B, Cruz MJ, Curto E, Domínguez-Ortega J, Luna JA, Martínez-Rivera C, Mullol J, Muñoz X, Rodriguez-Garcia J, Olaguibel JM, Picado C, Plaza V, Quirce S, Rial MJ, Romero-Mesones C, Sastre B, Soto-Retes L, Valero A, Valverde-Monge M, Del Pozo V, Sastre J, González-Barcala FJ. Identification of Asthma Phenotypes in the Spanish MEGA Cohort Study Using Cluster Analysis. Arch Bronconeumol 2023; 59:223-231. [PMID: 36732158 DOI: 10.1016/j.arbres.2023.01.007] [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: 11/11/2022] [Revised: 01/05/2023] [Accepted: 01/05/2023] [Indexed: 01/20/2023]
Abstract
INTRODUCTION The definition of asthma phenotypes has not been fully established, neither there are cluster studies showing homogeneous results to solidly establish clear phenotypes. The purpose of this study was to develop a classification algorithm based on unsupervised cluster analysis, identifying clusters that represent clinically relevant asthma phenotypes that may share asthma-related outcomes. METHODS We performed a multicentre prospective cohort study, including adult patients with asthma (N=512) from the MEGA study (Mechanisms underlying the Genesis and evolution of Asthma). A standardised clinical history was completed for each patient. Cluster analysis was performed using the kernel k-groups algorithm. RESULTS Four clusters were identified. Cluster 1 (31.5% of subjects) includes adult-onset atopic patients with better lung function, lower BMI, good asthma control, low ICS dose, and few exacerbations. Cluster 2 (23.6%) is made of adolescent-onset atopic asthma patients with normal lung function, but low adherence to treatment (59% well-controlled) and smokers (48%). Cluster 3 (17.1%) includes adult-onset patients, mostly severe non-atopic, with overweight, the worse lung function and asthma control, and receiving combination of treatments. Cluster 4 (26.7%) consists of the elderly-onset patients, mostly female, atopic (64%), with high BMI and normal lung function, prevalence of smokers and comorbidities. CONCLUSION We defined four phenotypes of asthma using unsupervised cluster analysis. These clusters are clinically relevant and differ from each other as regards FEV1, age of onset, age, BMI, atopy, asthma severity, exacerbations, control, social class, smoking and nasal polyps.
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Affiliation(s)
- Marcos Matabuena
- Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), University of Santiago of Compostela, Santiago de Compostela, Spain
| | - Francisco Javier Salgado
- Department of Biochemistry and Molecular Biology, School of Biology-Biological Research Centre (CIBUS), University of Santiago de Compostela, Santiago de Compostela, Spain; Translational Research in Airway Diseases Group (TRIAD) - Health Research Institute of Santiago de Compostela (IDIS), Spain
| | - Juan José Nieto-Fontarigo
- Department of Biochemistry and Molecular Biology, School of Biology-Biological Research Centre (CIBUS), University of Santiago de Compostela, Santiago de Compostela, Spain; Translational Research in Airway Diseases Group (TRIAD) - Health Research Institute of Santiago de Compostela (IDIS), Spain; Department of Experimental Medical Science, Lund University, Sweden.
| | | | - Ebymar Arismendi
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Pneumology and Allergy Department, Hospital Clínic de Barcelona, Barcelona, Spain; Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), Barcelona, Spain; University of Barcelona, Barcelona, Spain
| | - Pilar Barranco
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Department of Allergy, La Paz University Hospital, IdiPAZ (Research Institute), Madrid, Spain
| | - Irina Bobolea
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), Barcelona, Spain; University of Barcelona, Barcelona, Spain; Allergy Unit & Severe Asthma Unit, Pneumonology and Allergy Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - María L Caballero
- Department of Allergy, La Paz University Hospital, IdiPAZ (Research Institute), Madrid, Spain
| | - José Antonio Cañas
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Allergology Service, Jiménez Díaz Foundation University Hospital, Madrid, Spain; Department of Immunology, Health Research Institute Jiménez Díaz Foundation, Madrid, Spain
| | - Blanca Cárdaba
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Department of Immunology, Health Research Institute Jiménez Díaz Foundation, Madrid, Spain
| | - María Jesus Cruz
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Department of Cellular Biology, Physiology and Immunology, Autonomous University of Barcelona, Barcelona, Spain; Pneumology Department, Vall d'Hebron Hospital, Barcelona, Spain
| | - Elena Curto
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Department of Respiratory Medicine, Santa Creu i Sant Pau Hospital, Barcelona, Spain; Sant Pau Biomedical Research Institute, Sant Pau, Barcelona, Spain; Department of Medicine, Autonomous University of Barcelona, Barcelona, Spain
| | - Javier Domínguez-Ortega
- Department of Allergy, La Paz University Hospital, IdiPAZ (Research Institute), Madrid, Spain
| | - Juan Alberto Luna
- Department of Allergy, La Paz University Hospital, IdiPAZ (Research Institute), Madrid, Spain
| | - Carlos Martínez-Rivera
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Pneumology Service, Germans Trias i Pujol Hospital, Badalona, Barcelona, Spain
| | - Joaquim Mullol
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), Barcelona, Spain; University of Barcelona, Barcelona, Spain; Ear, Nose and Throat (ENT) Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Xavier Muñoz
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Department of Cellular Biology, Physiology and Immunology, Autonomous University of Barcelona, Barcelona, Spain; Pneumology Department, Vall d'Hebron Hospital, Barcelona, Spain
| | - Javier Rodriguez-Garcia
- Department of Biochemistry and Molecular Biology, School of Medicine, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - José María Olaguibel
- Allergology Department, Navarre University Hospital, Pamplona, Navarra, Spain; Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain
| | - César Picado
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Pneumology and Allergy Department, Hospital Clínic de Barcelona, Barcelona, Spain; Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), Barcelona, Spain; University of Barcelona, Barcelona, Spain
| | - Vicente Plaza
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Department of Respiratory Medicine, Santa Creu i Sant Pau Hospital, Barcelona, Spain; Sant Pau Biomedical Research Institute, Sant Pau, Barcelona, Spain; Department of Medicine, Autonomous University of Barcelona, Barcelona, Spain
| | - Santiago Quirce
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Department of Allergy, La Paz University Hospital, IdiPAZ (Research Institute), Madrid, Spain
| | - Manuel J Rial
- Allergology Department, A Coruña University Hospital, A Coruña, Spain
| | | | - Beatriz Sastre
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Allergology Service, Jiménez Díaz Foundation University Hospital, Madrid, Spain; Department of Immunology, Health Research Institute Jiménez Díaz Foundation, Madrid, Spain
| | - Lorena Soto-Retes
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Department of Respiratory Medicine, Santa Creu i Sant Pau Hospital, Barcelona, Spain; Sant Pau Biomedical Research Institute, Sant Pau, Barcelona, Spain; Department of Medicine, Autonomous University of Barcelona, Barcelona, Spain
| | - Antonio Valero
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Pneumology and Allergy Department, Hospital Clínic de Barcelona, Barcelona, Spain; Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), Barcelona, Spain; University of Barcelona, Barcelona, Spain
| | - Marcela Valverde-Monge
- Allergology Service, Jiménez Díaz Foundation University Hospital, Madrid, Spain; Department of Immunology, Health Research Institute Jiménez Díaz Foundation, Madrid, Spain
| | - Victoria Del Pozo
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Allergology Service, Jiménez Díaz Foundation University Hospital, Madrid, Spain; Department of Immunology, Health Research Institute Jiménez Díaz Foundation, Madrid, Spain
| | - Joaquín Sastre
- Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Allergology Service, Jiménez Díaz Foundation University Hospital, Madrid, Spain; Department of Immunology, Health Research Institute Jiménez Díaz Foundation, Madrid, Spain
| | - Francisco Javier González-Barcala
- Translational Research in Airway Diseases Group (TRIAD) - Health Research Institute of Santiago de Compostela (IDIS), Spain; Biomedical Research Centre Network - Respiratory Diseases (CIBERES), Madrid, Spain; Department of Respiratory Medicine, University Hospital of Santiago de Compostela, Spain; Department of Medicine, University of Santiago de Compostela, Spain
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Betancor D, Olaguibel JM, Rodrigo‐Muñoz JM, Arismendi E, Barranco P, Barroso B, Bobolea I, Cárdaba B, Cruz MJ, Curto E, Del Pozo V, González‐Barcala F, Martínez‐Rivera C, Mullol J, Muñoz X, Picado C, Plaza V, Quirce S, Rial MJ, Soto L, Valero A, Valverde‐Monge M, Sastre J. How reliably can algorithms identify eosinophilic asthma phenotypes using non-invasive biomarkers? Clin Transl Allergy 2022; 12:e12182. [PMID: 36000018 PMCID: PMC9391921 DOI: 10.1002/clt2.12182] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 06/06/2022] [Accepted: 07/01/2022] [Indexed: 11/14/2022] Open
Abstract
Background and Aims Asthma is a heterogeneous respiratory disease that encompasses different inflammatory and functional endophenotypes. Many non-invasive biomarkers has been investigated to its pathobiology. Heany et al proposed a clinical algorithm that classifies severe asthmatic patients into likely-eosinophilic phenotypes, based on accessible biomarkers: PBE, current treatment, FeNO, presence of nasal polyps (NP) and age of onset. Materials and Methods We assessed the concordance between the algorithm proposed by Heany et al. with sputum examination, the gold standard, in 145 asthmatic patients of the MEGA cohort with varying grades of severity. Results No correlation was found between both classifications 0.025 (CI = 0.013-0.037). Moreover, no relationship was found between sputum eosinophilia and peripheral blood eosinophilia count in the total studied population. Discussion and Conclusion In conclusion, our results suggest that grouping the biomarkers proposed by Heany et al. are insufficient to diagnose eosinophilic phenotypes in asthmatic patients. Sputum analysis remains the gold standard to assess airway inflammation.
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Chronic Rhinosinusitis and COVID-19. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. IN PRACTICE 2022; 10:1423-1432. [PMID: 35307579 PMCID: PMC8926942 DOI: 10.1016/j.jaip.2022.03.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 03/03/2022] [Accepted: 03/03/2022] [Indexed: 02/07/2023]
Abstract
The COVID-19 pandemic has raised awareness about olfactory dysfunction, although a loss of smell was present in the general population before COVID-19. Chronic rhinosinusitis (CRS) is a common upper airway chronic inflammatory disease that is also one of the most common causes of olfactory dysfunction. It can be classified into different phenotypes (ie, with and without nasal polyps) and endotypes (ie, type 2 and non-type 2 inflammation). However, scientific information regarding CRS within the context of COVID-19 is still scarce. This review focuses on (1) the potential effects of severe acute respiratory syndrome coronavirus 2 infection on CRS symptoms, including a loss of smell, and comorbidities; (2) the pathophysiologic mechanisms involved in the olfactory dysfunction; (3) CRS diagnosis in the context of COVID-19, including telemedicine; (4) the protective hypothesis of CRS in COVID-19; and (5) the efficacy and safety of therapeutic options for CRS within the context of COVID-19.
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The Influence of Peripheral Blood Eosinophil Counts in Asthma Comorbidities in Adults: A Real Life Study. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12094271] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Asthma and eosinophilia are two closely related pathologies whose interaction is key in the era of precision medicine. However, this relationship is rarely taken into account without the influence of therapeutic prescriptions. In this study involving 1296 subjects, the relationship between eosinophilia and asthma was analyzed without taking into account other biases. We observed that rhinitis only appears in non-asthmatic patients with elevated blood eosinophil levels, while atopy was elevated in parallel to eosinophilia regardless of whether the patients were asthmatic or not. In terms of lung function, a decrease was observed for higher blood eosinophil levels, which is especially relevant in the FEV1/FVC ratio. FENO is elevated in relation to higher eosinophilia, but total IgE is only elevated in patients with high peripheral blood eosinophil levels and asthma. Finally, the only feature of asthma that is altered by increased peripheral eosinophilia is persistent asthma, with all other features remaining unchanged.
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10
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Baptista-Serna L, Rodrigo-Muñoz JM, Mínguez P, Valverde-Monge M, Arismendi E, Barranco P, Barroso B, Bobolea I, Cañas JA, Cárdaba B, Cruz MJ, Curto E, Domínguez J, García-Latorre R, González-Barcala FJ, Martínez-Rivera C, Mullol J, Muñoz X, Olaguibel JM, Picado C, Plaza V, Quirce S, Rial MJ, Sastre B, Soto L, Valero A, Pozo VD, Sastre J. Anxiety and BMI affect asthma control: data from a prospective Spanish cohort. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE 2021; 10:863-866.e1. [PMID: 34673289 DOI: 10.1016/j.jaip.2021.10.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 09/15/2021] [Accepted: 10/04/2021] [Indexed: 11/17/2022]
Affiliation(s)
| | - José Manuel Rodrigo-Muñoz
- Department of Immunology, IIS-Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Pablo Mínguez
- Department of Genetics and Genomics, IIS Fundación Jiménez Díaz, Madrid, Spain; Bioinformatics Unit, IIS Fundación Jiménez Díaz, Madrid, Spain; Centre for Biomedical Network Research on rare diseases (CIBERER), Instituto de Salud Carlos III, Madrid, Spain
| | | | - Ebymar Arismendi
- Allergy Unit & Severe Asthma Unit, Pneumonology and Allergy Department, Hospital Clínic; IDIBAPS; Universitat de Barcelona. Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Pilar Barranco
- Department of Allergy, Hospital La Paz-Institute for Health Research (IdiPAZ), Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Blanca Barroso
- Department of Allergy, IIS-Fundación Jiménez Díaz, Madrid, Spain
| | - Irina Bobolea
- Allergy Unit & Severe Asthma Unit, Pneumonology and Allergy Department, Hospital Clínic; IDIBAPS; Universitat de Barcelona. Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - José Antonio Cañas
- Department of Immunology, IIS-Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Blanca Cárdaba
- Department of Immunology, IIS-Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - María Jesús Cruz
- Departamento de Biología Celular, Fisiología e Inmunología, Universitat Autónoma de Barcelona, Barcelona, Spain; Servicio de Neumología, Hospital Vall d'Hebron, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Elena Curto
- Department of Respiratory Medicine, Hospital de la Santa Creu i Sant Pau, Institute of Sant Pau Biomedical Research (IBB Sant Pau), Universitat Autònoma de Barcelona. Department of Medicine, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Javier Domínguez
- Department of Allergy, Hospital La Paz-Institute for Health Research (IdiPAZ), Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Raquel García-Latorre
- Department of Immunology, IIS-Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Francisco J González-Barcala
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain; Department of Respiratory Medicine, University Hospital of Santiago de Compostela (CHUS), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Carlos Martínez-Rivera
- Servicio de Neumología, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Joaquim Mullol
- Rhinology Unit & Smell Clinic, ENT Department; Clinical and Experimental Respiratory Immunoallergy (IDIBAPS); Universitat de Barcelona. Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Xavier Muñoz
- Departamento de Biología Celular, Fisiología e Inmunología, Universitat Autónoma de Barcelona, Barcelona, Spain; Servicio de Neumología, Hospital Vall d'Hebron, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - José María Olaguibel
- Severe asthma unit, Department of Allergy, Complejo Hospitalario de Navarra, Pamplona, Navarra, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - César Picado
- Allergy Unit & Severe Asthma Unit, Pneumonology and Allergy Department, Hospital Clínic; IDIBAPS; Universitat de Barcelona. Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Vicente Plaza
- Department of Respiratory Medicine, Hospital de la Santa Creu i Sant Pau, Institute of Sant Pau Biomedical Research (IBB Sant Pau), Universitat Autònoma de Barcelona. Department of Medicine, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Santiago Quirce
- Department of Allergy, Hospital La Paz-Institute for Health Research (IdiPAZ), Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Manuel J Rial
- Department of Allergy, Complexo Hospitalario Universitario A Coruña, A Coruña, Spain
| | - Beatriz Sastre
- Department of Immunology, IIS-Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Lorena Soto
- Department of Respiratory Medicine, Hospital de la Santa Creu i Sant Pau, Institute of Sant Pau Biomedical Research (IBB Sant Pau), Universitat Autònoma de Barcelona. Department of Medicine, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Antonio Valero
- Allergy Unit & Severe Asthma Unit, Pneumonology and Allergy Department, Hospital Clínic; IDIBAPS; Universitat de Barcelona. Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Victoria Del Pozo
- Department of Immunology, IIS-Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
| | - Joaquín Sastre
- Department of Allergy, IIS-Fundación Jiménez Díaz, Madrid, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III Madrid, Spain
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