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Jenkins CR. Mild asthma: Conundrums, complexities and the need to customize care. Respirology 2024; 29:94-104. [PMID: 38143421 DOI: 10.1111/resp.14646] [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: 08/07/2023] [Accepted: 11/01/2023] [Indexed: 12/26/2023]
Abstract
Mild and moderate asthma cover a wide range of asthma presentations, phenotypes and symptom burden, and account for the majority of people with asthma worldwide. Mild asthma has been difficult to define because of its heterogeneity and wide spectrum of impact and outcomes, including being associated with severe exacerbations. Assessment of mild-moderate asthma is best made by combining asthma symptom control and exacerbation risk as the principle means by which to determine treatment needs. Incontrovertible evidence and guidelines support treatment initiation with anti-inflammatory medication, completely avoiding reliever-only treatment of mild asthma. Shared decision making with patients and a treatable traits approach will ensure that a holistic approach is taken to maximize patient outcomes. Most importantly, mild asthma should be regarded as a reversible, potentially curable condition, remaining in long-term remission through minimizing triggers and optimizing care.
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Affiliation(s)
- Christine R Jenkins
- Respiratory Medicine UNSW, Sydney and The George Institute for Global Health, The George Institute for Global Health, Sydney, New South Wales, Australia
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2
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Perlato M, Mecheri V, Vivarelli E, Accinno M, Vultaggio A, Matucci A. "Patient remodeling" as a consequence of uncontrolled and prolonged OCS use in severe asthma: how biologic therapy can reverse a dangerous trend. J Asthma 2024; 61:72-75. [PMID: 37615543 DOI: 10.1080/02770903.2023.2241910] [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: 05/16/2023] [Accepted: 07/24/2023] [Indexed: 08/25/2023]
Abstract
INTRODUCTION Asthma is a chronic inflammatory disease that can lead to airways remodeling. Despite their well-known side-effects, oral corticosteroids (OCS) continue to be used to reduce exacerbations and control asthma symptoms in many patients. CASE STUDY We describe two cases of uncontrolled severe asthma characterized by systemic clinical consequences of prolonged OCS use, such as diabetes, weight gain, and osteoporosis. RESULTS Both patients were treated with Dupilumab. During follow-up both patients showed an improvement in asthma control and were able to gradually taper the OCS dose, thus reducing the clinical burden associated with hypercortisolism. CONCLUSION Dupilumab was able to control both the inflammatory-induced "airway remodeling" as well as the OCS-induced "patient remodeling".
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Affiliation(s)
- Margherita Perlato
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Valentina Mecheri
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | | | - Matteo Accinno
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Alessandra Vultaggio
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
- Immunoallergology Unit, Careggi University Hospital, Florence, Italy
| | - Andrea Matucci
- Immunoallergology Unit, Careggi University Hospital, Florence, Italy
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3
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Tsaneva-Atanasova K, Scotton C. How to handle big data for disease stratification in respiratory medicine? Thorax 2023; 78:640-642. [PMID: 37225416 DOI: 10.1136/thorax-2023-220138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2023] [Indexed: 05/26/2023]
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4
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Brandsma J, Schofield JPR, Yang X, Strazzeri F, Barber C, Goss VM, Koster G, Bakke PS, Caruso M, Chanez P, Dahlén SE, Fowler SJ, Horváth I, Krug N, Montuschi P, Sanak M, Sandström T, Shaw DE, Chung KF, Singer F, Fleming LJ, Adcock IM, Pandis I, Bansal AT, Corfield J, Sousa AR, Sterk PJ, Sánchez-García RJ, Skipp PJ, Postle AD, Djukanović R. Stratification of asthma by lipidomic profiling of induced sputum supernatant. J Allergy Clin Immunol 2023; 152:117-125. [PMID: 36918039 DOI: 10.1016/j.jaci.2023.02.032] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 02/07/2023] [Accepted: 02/14/2023] [Indexed: 03/14/2023]
Abstract
BACKGROUND Asthma is a chronic respiratory disease with significant heterogeneity in its clinical presentation and pathobiology. There is need for improved understanding of respiratory lipid metabolism in asthma patients and its relation to observable clinical features. OBJECTIVE We performed a comprehensive, prospective, cross-sectional analysis of the lipid composition of induced sputum supernatant obtained from asthma patients with a range of disease severities, as well as from healthy controls. METHODS Induced sputum supernatant was collected from 211 adults with asthma and 41 healthy individuals enrolled onto the U-BIOPRED (Unbiased Biomarkers for the Prediction of Respiratory Disease Outcomes) study. Sputum lipidomes were characterized by semiquantitative shotgun mass spectrometry and clustered using topologic data analysis to identify lipid phenotypes. RESULTS Shotgun lipidomics of induced sputum supernatant revealed a spectrum of 9 molecular phenotypes, highlighting not just significant differences between the sputum lipidomes of asthma patients and healthy controls, but also within the asthma patient population. Matching clinical, pathobiologic, proteomic, and transcriptomic data helped inform the underlying disease processes. Sputum lipid phenotypes with higher levels of nonendogenous, cell-derived lipids were associated with significantly worse asthma severity, worse lung function, and elevated granulocyte counts. CONCLUSION We propose a novel mechanism of increased lipid loading in the epithelial lining fluid of asthma patients resulting from the secretion of extracellular vesicles by granulocytic inflammatory cells, which could reduce the ability of pulmonary surfactant to lower surface tension in asthmatic small airways, as well as compromise its role as an immune regulator.
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Affiliation(s)
- Joost Brandsma
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom; National Institute for Health Research Southampton Biomedical Research Centre, Southampton, United Kingdom.
| | - James P R Schofield
- National Institute for Health Research Southampton Biomedical Research Centre, Southampton, United Kingdom; Centre for Proteomic Research, Biological Sciences, University of Southampton, Southampton, United Kingdom
| | - Xian Yang
- Data Science Institute, Imperial College, London, United Kingdom
| | - Fabio Strazzeri
- Mathematical Sciences, University of Southampton, Southampton, United Kingdom
| | - Clair Barber
- National Institute for Health Research Southampton Biomedical Research Centre, Southampton, United Kingdom
| | - Victoria M Goss
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom; National Institute for Health Research Southampton Biomedical Research Centre, Southampton, United Kingdom
| | - Grielof Koster
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom; National Institute for Health Research Southampton Biomedical Research Centre, Southampton, United Kingdom
| | - Per S Bakke
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Massimo Caruso
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Pascal Chanez
- Department of Respiratory Diseases, Aix-Marseille University, Marseille, France
| | - Sven-Erik Dahlén
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Stephen J Fowler
- Division of Infection, Immunity and Respiratory Medicine, School of Biological Sciences, University of Manchester, Manchester, United Kingdom; Manchester Academic Health Centre and NIHR Manchester Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
| | - Ildikó Horváth
- Department of Pulmonology, Semmelweis University, Budapest, Hungary
| | - Norbert Krug
- Fraunhofer Institute for Toxicology and Experimental Medicine, Hannover, Germany
| | - Paolo Montuschi
- Department of Pharmacology, Faculty of Medicine, Catholic University of the Sacred Heart, Rome, Italy; National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Marek Sanak
- Department of Medicine, Jagiellonian University, Krakow, Poland
| | - Thomas Sandström
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Dominick E Shaw
- National Institute for Health Research Biomedical Research Unit, University of Nottingham, Nottingham, United Kingdom
| | - Kian Fan Chung
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Florian Singer
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department of Paediatrics and Adolescent Medicine, Division of Paediatric Pulmonology and Allergology, Medical University of Graz, Graz, Austria
| | - Louise J Fleming
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Ian M Adcock
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Ioannis Pandis
- Data Science Institute, Imperial College, London, United Kingdom
| | - Aruna T Bansal
- Acclarogen Ltd, St John's Innovation Centre, Cambridge, United Kingdom
| | | | - Ana R Sousa
- Respiratory Therapy Unit, GlaxoSmithKline, London, United Kingdom
| | - Peter J Sterk
- Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
| | | | - Paul J Skipp
- Centre for Proteomic Research, Biological Sciences, University of Southampton, Southampton, United Kingdom
| | - Anthony D Postle
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Ratko Djukanović
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom; National Institute for Health Research Southampton Biomedical Research Centre, Southampton, United Kingdom
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5
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Gu X, Chen Y, Qian P, He T, Wu Y, Lin W, Zheng J, Hong M. Cimifugin suppresses type 2 airway inflammation by binding to SPR and regulating its protein expression in a non-enzymatic manner. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2023; 111:154657. [PMID: 36701995 DOI: 10.1016/j.phymed.2023.154657] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Revised: 01/03/2023] [Accepted: 01/08/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND Cimifugin is one of the main bioactive components of Yu-Ping-Feng-San, a well-known traditional Chinese medicine, which can effectively relieve Allergic asthma (AA) and atopic dermatitis and reduce recurrence in clinic. However, the underlying mechanism of cimifugin on AA is still unknown. PURPOSE In the present study, we aimed to investigate the effect and mechanism of cimifugin on AA. STUDY DESIGN In vivo and in vitro experimental studies were performed. METHODS The effect of cimifugin on AA was demonstrated in vivo and in vitro. Sepiapterin reductase (SPR) was predicted as the most potent target of cimifugin in treating AA by reverse docking. Molecular docking and microscale thermophoresis (MST) were used to analyze the direct binding between cimifugin and SPR. Overexpression and interference of SPR were performed to verify whether targeting SPR is a key step of cimifugin in the treatment of AA. QM385, an inhibitor of SPR, was administrated in vivo and in vitro to evaluate the role of SPR in AA. Further, HPLC and cell-free direct hSPR enzyme activity assay were performed to research whether cimifugin regulated SPR by influencing the enzyme activity. Simultaneously, the inhibitors of protein degradation were used in vitro to explore the mechanism of cimifugin on SPR. RESULTS We found cimifugin effectively alleviated AA by reducing airway hyperresponsiveness, inhibiting type 2 cytokines-mediated airway inflammation, and restoring the expression of epithelial barrier proteins. Molecular docking predicted the direct binding ability of cimifugin to SPR, which was further verified by MST. Notably, the therapeutic effect of cimifugin on AA was dampened with SPR interfering, in contrast, the phenotypic features of AA were significantly alleviated with QM385 application both in vivo and in vitro. Interestingly, cimifugin showed no effect on the enzyme activity of SPR, as the level of its substrate sepiapterin was not affected with cimifugin treatment by cell-free enzyme activity assay. Furthermore, we found cimifugin could reduce SPR protein expression without affecting its mRNA expression probably through autophagosome pathway. CONCLUSIONS To our knowledge, we're reporting for the first time that cimifugin can suppresses type 2 airway inflammation to alleviate AA by directly binding to SPR and regulating its protein expression in a non-enzymatic manner.
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Affiliation(s)
- Xiaoqun Gu
- Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica, School of Pharmacy, Nanjing University of Chinese Medicine, No.138 Xianlin Avenue, Qixia District, Nanjing, Jiangsu 210023, China
| | - Yanyan Chen
- Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica, School of Pharmacy, Nanjing University of Chinese Medicine, No.138 Xianlin Avenue, Qixia District, Nanjing, Jiangsu 210023, China
| | - Peiyao Qian
- Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica, School of Pharmacy, Nanjing University of Chinese Medicine, No.138 Xianlin Avenue, Qixia District, Nanjing, Jiangsu 210023, China
| | - Ting He
- Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica, School of Pharmacy, Nanjing University of Chinese Medicine, No.138 Xianlin Avenue, Qixia District, Nanjing, Jiangsu 210023, China
| | - Yameng Wu
- Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica, School of Pharmacy, Nanjing University of Chinese Medicine, No.138 Xianlin Avenue, Qixia District, Nanjing, Jiangsu 210023, China
| | - Wei Lin
- Department of Pathogen Biology, School of Medicine and Holistic Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Jie Zheng
- Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica, School of Pharmacy, Nanjing University of Chinese Medicine, No.138 Xianlin Avenue, Qixia District, Nanjing, Jiangsu 210023, China; Department of Pharmacology, School of Medicine and Holistic Medicine, Nanjing University of Chinese Medicine, No.138 Xianlin Avenue, Qixia District, Nanjing 210023, China.
| | - Min Hong
- Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica, School of Pharmacy, Nanjing University of Chinese Medicine, No.138 Xianlin Avenue, Qixia District, Nanjing, Jiangsu 210023, China.
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6
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Ibrahim W, Wilde MJ, Cordell RL, Richardson M, Salman D, Free RC, Zhao B, Singapuri A, Hargadon B, Gaillard EA, Suzuki T, Ng LL, Coats T, Thomas P, Monks PS, Brightling CE, Greening NJ, Siddiqui S. Visualization of exhaled breath metabolites reveals distinct diagnostic signatures for acute cardiorespiratory breathlessness. Sci Transl Med 2022; 14:eabl5849. [PMID: 36383685 PMCID: PMC7613858 DOI: 10.1126/scitranslmed.abl5849] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Acute cardiorespiratory breathlessness accounts for one in eight of all emergency hospitalizations. Early, noninvasive diagnostic testing is a clinical priority that allows rapid triage and treatment. Here, we sought to find and replicate diagnostic breath volatile organic compound (VOC) biomarkers of acute cardiorespiratory disease and understand breath metabolite network enrichment in acute disease, with a view to gaining mechanistic insight of breath biochemical derangements. We collected and analyzed exhaled breath samples from 277 participants presenting acute cardiorespiratory exacerbations and aged-matched healthy volunteers. Topological data analysis phenotypes differentiated acute disease from health and acute cardiorespiratory exacerbation subtypes (acute heart failure, acute asthma, acute chronic obstructive pulmonary disease, and community-acquired pneumonia). A multibiomarker score (101 breath biomarkers) demonstrated good diagnostic sensitivity and specificity (≥80%) in both discovery and replication sets and was associated with all-cause mortality at 2 years. In addition, VOC biomarker scores differentiated metabolic subgroups of cardiorespiratory exacerbation. Louvain clustering of VOCs coupled with metabolite enrichment and similarity assessment revealed highly specific enrichment patterns in all acute disease subgroups, for example, selective enrichment of correlated C5-7 hydrocarbons and C3-5 carbonyls in heart failure and selective depletion of correlated aldehydes in acute asthma. This study identified breath VOCs that differentiate acute cardiorespiratory exacerbations and associated subtypes and metabolic clusters of disease-associated VOCs.
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Affiliation(s)
- Wadah Ibrahim
- Department of Respiratory Sciences, University of Leicester, Leicester, LE1 7RH UK
- Institute for Lung Health, NIHR Leicester Biomedical Research Centre (Respiratory theme), Glenfield Hospital, Groby Road, Leicester LE3 9QP
| | - Michael J. Wilde
- School of Chemistry, University of Leicester, Leicester, LE1 7RH UK
- School of Geography, Earth and Environmental Sciences, University of Plymouth, Plymouth, PL4 8AA, UK
- joint corresponding authorship. (M.J.W.); (S.S.)
| | | | - Matthew Richardson
- Department of Respiratory Sciences, University of Leicester, Leicester, LE1 7RH UK
- Institute for Lung Health, NIHR Leicester Biomedical Research Centre (Respiratory theme), Glenfield Hospital, Groby Road, Leicester LE3 9QP
| | - Dahlia Salman
- Department of Chemistry, Loughborough University, Loughborough, LE11 3TT UK
| | - Robert C. Free
- Department of Respiratory Sciences, University of Leicester, Leicester, LE1 7RH UK
- Institute for Lung Health, NIHR Leicester Biomedical Research Centre (Respiratory theme), Glenfield Hospital, Groby Road, Leicester LE3 9QP
| | - Bo Zhao
- Leverhulme Centre for Demographic Science, University of Oxford, Oxford, OX1 1JD United Kingdom
- Nuffield College, University of Oxford, Oxford, OX1 1NF United Kingdom
| | - Amisha Singapuri
- Department of Respiratory Sciences, University of Leicester, Leicester, LE1 7RH UK
- Institute for Lung Health, NIHR Leicester Biomedical Research Centre (Respiratory theme), Glenfield Hospital, Groby Road, Leicester LE3 9QP
| | - Beverley Hargadon
- Department of Respiratory Sciences, University of Leicester, Leicester, LE1 7RH UK
- Institute for Lung Health, NIHR Leicester Biomedical Research Centre (Respiratory theme), Glenfield Hospital, Groby Road, Leicester LE3 9QP
| | - Erol A. Gaillard
- Department of Respiratory Sciences, University of Leicester, Leicester, LE1 7RH UK
- Institute for Lung Health, NIHR Leicester Biomedical Research Centre (Respiratory theme), Glenfield Hospital, Groby Road, Leicester LE3 9QP
| | - Toru Suzuki
- Department of Cardiovascular Sciences, University of Leicester, Cardiovascular Research Centre, Glenfield General Hospital, Leicester, LE3 9QP UK
- Leicester NIHR Biomedical Research Centre (Cardiovascular theme), Glenfield Hospital, Groby Road, Leicester LE3 9QP
- The Institute of Medical Science, The University of Tokyo Shirokane-dai, Minato-ku 4-6-1, 108-8639 Tokyo, Japan
| | - Leong L. Ng
- Department of Cardiovascular Sciences, University of Leicester, Cardiovascular Research Centre, Glenfield General Hospital, Leicester, LE3 9QP UK
- Leicester NIHR Biomedical Research Centre (Cardiovascular theme), Glenfield Hospital, Groby Road, Leicester LE3 9QP
| | - Tim Coats
- Emergency Medicine Academic Group, Department of Cardiovascular Sciences, University of Leicester, University Road, Leicester LE1 7RH, UK
| | - Paul Thomas
- Department of Chemistry, Loughborough University, Loughborough, LE11 3TT UK
| | - Paul S. Monks
- School of Chemistry, University of Leicester, Leicester, LE1 7RH UK
| | - Christopher E. Brightling
- Department of Respiratory Sciences, University of Leicester, Leicester, LE1 7RH UK
- Institute for Lung Health, NIHR Leicester Biomedical Research Centre (Respiratory theme), Glenfield Hospital, Groby Road, Leicester LE3 9QP
| | - Neil J. Greening
- Department of Respiratory Sciences, University of Leicester, Leicester, LE1 7RH UK
- Institute for Lung Health, NIHR Leicester Biomedical Research Centre (Respiratory theme), Glenfield Hospital, Groby Road, Leicester LE3 9QP
| | - Salman Siddiqui
- Department of Respiratory Sciences, University of Leicester, Leicester, LE1 7RH UK
- Institute for Lung Health, NIHR Leicester Biomedical Research Centre (Respiratory theme), Glenfield Hospital, Groby Road, Leicester LE3 9QP
- National Heart and Lung Institute, Imperial College, London, SW3 6LY UK
- joint corresponding authorship. (M.J.W.); (S.S.)
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7
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Khalfaoui L, Symon FA, Couillard S, Hargadon B, Chaudhuri R, Bicknell S, Mansur AH, Shrimanker R, Hinks TC, Pavord ID, Fowler SJ, Brown V, McGarvey LP, Heaney LG, Austin CD, Howarth PH, Arron JR, Choy DF, Bradding P. Airway remodelling rather than cellular infiltration characterizes both type2 cytokine biomarker-high and -low severe asthma. Allergy 2022; 77:2974-2986. [PMID: 35579040 PMCID: PMC9790286 DOI: 10.1111/all.15376] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 03/31/2022] [Accepted: 04/19/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND The most recognizable phenotype of severe asthma comprises people who are blood eosinophil and FeNO-high, driven by type 2 (T2) cytokine biology, which responds to targeted biological therapies. However, in many people with severe asthma, these T2 biomarkers are suppressed but poorly controlled asthma persists. The mechanisms driving asthma in the absence of T2 biology are poorly understood. OBJECTIVES To explore airway pathology in T2 biomarker-high and -low severe asthma. METHODS T2 biomarker-high severe asthma (T2-high, n = 17) was compared with biomarker-intermediate (T2-intermediate, n = 21) and biomarker-low (T2-low, n = 20) severe asthma and healthy controls (n = 28). Bronchoscopy samples were processed for immunohistochemistry, and sputum for cytokines, PGD2 and LTE4 measurements. RESULTS Tissue eosinophil, neutrophil and mast cell counts were similar across severe asthma phenotypes and not increased when compared to healthy controls. In contrast, the remodelling features of airway smooth muscle mass and MUC5AC expression were increased in all asthma groups compared with health, but similar across asthma subgroups. Submucosal glands were increased in T2-intermediate and T2-low asthma. In spite of similar tissue cellular inflammation, sputum IL-4, IL-5 and CCL26 were increased in T2-high versus T2-low asthma, and several further T2-associated cytokines, PGD2 and LTE4 , were increased in T2-high and T2-intermediate asthma compared with healthy controls. CONCLUSIONS Eosinophilic tissue inflammation within proximal airways is suppressed in T2 biomarker-high and T2-low severe asthma, but inflammatory and structural cell activation is present, with sputum T2-associated cytokines highest in T2 biomarker-high patients. Airway remodelling persists and may be important for residual disease expression beyond eosinophilic exacerbations. Registered at ClincialTrials.gov: NCT02883530.
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Affiliation(s)
- Latifa Khalfaoui
- Department of Respiratory Sciences, Leicester Respiratory NIHR BRC, Glenfield HospitalUniversity of LeicesterLeicesterUK
| | - Fiona A. Symon
- Department of Respiratory Sciences, Leicester Respiratory NIHR BRC, Glenfield HospitalUniversity of LeicesterLeicesterUK
| | - Simon Couillard
- NIHR Oxford Respiratory BRC, Nuffield Department of MedicineUniversity of OxfordOxfordUK
| | - Beverley Hargadon
- Department of Respiratory Sciences, Leicester Respiratory NIHR BRC, Glenfield HospitalUniversity of LeicesterLeicesterUK
| | - Rekha Chaudhuri
- Gartnavel General Hospital, Glasgow, and Institute of Infection, Immunity and InflammationUniversity of GlasgowGlasgowUK
| | - Steve Bicknell
- Gartnavel General Hospital, Glasgow, and Institute of Infection, Immunity and InflammationUniversity of GlasgowGlasgowUK
| | - Adel H. Mansur
- University of Birmingham and Heartlands HospitalUniversity Hospitals Birmingham NHS Foundation TrustBirminghamUK
| | - Rahul Shrimanker
- NIHR Oxford Respiratory BRC, Nuffield Department of MedicineUniversity of OxfordOxfordUK
| | - Timothy S. C. Hinks
- NIHR Oxford Respiratory BRC, Nuffield Department of MedicineUniversity of OxfordOxfordUK
| | - Ian D. Pavord
- NIHR Oxford Respiratory BRC, Nuffield Department of MedicineUniversity of OxfordOxfordUK
| | - Stephen J. Fowler
- School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre and NIHR Manchester Biomedical Research Centre, Manchester University Hospitals NHS Foundation TrustUniversity of ManchesterManchesterUK
| | - Vanessa Brown
- Wellcome‐Wolfson‐ Centre for Experimental MedicineQueen's University Belfast School of Medicine Dentistry and Biomedical SciencesBelfastUK
| | - Lorcan P. McGarvey
- Wellcome‐Wolfson‐ Centre for Experimental MedicineQueen's University Belfast School of Medicine Dentistry and Biomedical SciencesBelfastUK
| | - Liam G. Heaney
- Wellcome‐Wolfson‐ Centre for Experimental MedicineQueen's University Belfast School of Medicine Dentistry and Biomedical SciencesBelfastUK
| | | | - Peter H. Howarth
- School of Clinical and Experimental Sciences, NIHR Southampton Biomedical Research CentreUniversity of SouthamptonSouthamptonUK
| | | | | | - Peter Bradding
- Department of Respiratory Sciences, Leicester Respiratory NIHR BRC, Glenfield HospitalUniversity of LeicesterLeicesterUK
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8
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Hassoun D, Rose L, Blanc FX, Magnan A, Loirand G, Sauzeau V. Bronchial smooth muscle cell in asthma: where does it fit? BMJ Open Respir Res 2022; 9:9/1/e001351. [PMID: 36109087 PMCID: PMC9478857 DOI: 10.1136/bmjresp-2022-001351] [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: 06/27/2022] [Accepted: 09/04/2022] [Indexed: 11/04/2022] Open
Abstract
Asthma is a frequent respiratory condition whose pathophysiology relies on altered interactions between bronchial epithelium, smooth muscle cells (SMC) and immune responses. Those leads to classical hallmarks of asthma: airway hyper-responsiveness, bronchial remodelling and chronic inflammation. Airway smooth muscle biology and pathophysiological implication in asthma are now better understood. Precise deciphering of intracellular signalling pathways regulating smooth muscle contraction highlighted the critical roles played by small GTPases of Rho superfamily. Beyond contractile considerations, active involvement of airway smooth muscle in bronchial remodelling mechanisms is now established. Not only cytokines and growth factors, such as fibroblats growth factor or transforming growth factor-β, but also extracellular matrix composition have been demonstrated as potent phenotype modifiers for airway SMC. Although basic science knowledge has grown significantly, little of it has translated into improvement in asthma clinical practice. Evaluation of airway smooth muscle function is still limited to its contractile activity. Moreover, it relies on tools, such as spirometry, that give only an overall assessment and not a specific one. Interesting technics such as forced oscillometry or specific imagery (CT and MRI) give new perspectives to evaluate other aspects of airway muscle such as bronchial remodelling. Finally, except for the refinement of conventional bronchodilators, no new drug therapy directly targeting airway smooth muscle proved its efficacy. Bronchial thermoplasty is an innovative and efficient therapeutic strategy but is only restricted to a small proportion of severe asthmatic patients. New diagnostic and therapeutic strategies specifically oriented toward airway smooth muscle are needed to improve global asthma care.
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Affiliation(s)
- Dorian Hassoun
- Nantes Université, CHU Nantes, CNRS, INSERM, l'institut du thorax, F-44000 Nantes, France
| | - Lindsay Rose
- Nantes Université, CNRS, INSERM, l'institut du thorax, F-44000 Nantes, Pays de la Loire, France
| | - François-Xavier Blanc
- Nantes Université, CHU Nantes, CNRS, INSERM, l'institut du thorax, F-44000 Nantes, France
| | - Antoine Magnan
- INRAe, UMR 0892, Hôpital Foch, Suresnes, France.,Université Versailles-Saint-Quentin-en-Yvelines Paris-Saclay, Versailles, France
| | - Gervaise Loirand
- Nantes Université, CNRS, INSERM, l'institut du thorax, F-44000 Nantes, Pays de la Loire, France
| | - Vincent Sauzeau
- Nantes Université, CNRS, INSERM, l'institut du thorax, F-44000 Nantes, Pays de la Loire, France
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9
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Skaf Y, Laubenbacher R. Topological data analysis in biomedicine: A review. J Biomed Inform 2022; 130:104082. [PMID: 35508272 DOI: 10.1016/j.jbi.2022.104082] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 03/20/2022] [Accepted: 04/23/2022] [Indexed: 01/22/2023]
Abstract
Significant technological advances made in recent years have shepherded a dramatic increase in utilization of digital technologies for biomedicine- everything from the widespread use of electronic health records to improved medical imaging capabilities and the rising ubiquity of genomic sequencing contribute to a "digitization" of biomedical research and clinical care. With this shift toward computerized tools comes a dramatic increase in the amount of available data, and current tools for data analysis capable of extracting meaningful knowledge from this wealth of information have yet to catch up. This article seeks to provide an overview of emerging mathematical methods with the potential to improve the abilities of clinicians and researchers to analyze biomedical data, but may be hindered from doing so by a lack of conceptual accessibility and awareness in the life sciences research community. In particular, we focus on topological data analysis (TDA), a set of methods grounded in the mathematical field of algebraic topology that seeks to describe and harness features related to the "shape" of data. We aim to make such techniques more approachable to non-mathematicians by providing a conceptual discussion of their theoretical foundations followed by a survey of their published applications to scientific research. Finally, we discuss the limitations of these methods and suggest potential avenues for future work integrating mathematical tools into clinical care and biomedical informatics.
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Affiliation(s)
- Yara Skaf
- University of Florida, Department of Mathematics, Gainesville, FL, USA; University of Florida, Department of Medicine, Division of Pulmonary, Critical Care, & Sleep Medicine, Gainesville, FL, USA.
| | - Reinhard Laubenbacher
- University of Florida, Department of Mathematics, Gainesville, FL, USA; University of Florida, Department of Medicine, Division of Pulmonary, Critical Care, & Sleep Medicine, Gainesville, FL, USA.
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10
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The impact of CRTH2 antagonist OC 000459 on pulmonary function of asthma patients: a meta-analysis of randomized controlled trials. Postepy Dermatol Alergol 2021; 38:566-571. [PMID: 34658695 PMCID: PMC8501448 DOI: 10.5114/ada.2020.92296] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 11/23/2019] [Indexed: 12/01/2022] Open
Abstract
Introduction The chemoattractant receptor expressed on T-helper (Th) type 2 cells (CRTH2) antagonist OC 000459 showed the potential in improving pulmonary function of asthma patients. Aim We conducted a systematic review and meta-analysis to explore the impact of CRTH2 antagonist OC 000459 on pulmonary function for asthma. Material and methods PubMed, Embase, Web of science, EBSCO, and Cochrane library databases were systematically searched. This meta-analysis included randomized controlled trials (RCTs) assessing the effect of CRTH2 antagonist OC 000459 on pulmonary function for asthma. Two investigators independently searched articles, extracted data, and assessed the quality of included studies. Results Four RCTs were included in the meta-analysis. Overall, compared with the control intervention for asthma patients, CRTH2 antagonist OC 000459 could significantly improve FEV1 (SMD = 0.22; 95% CI: 0.02–0.42; p = 0.03), peak expiratory flow (SMD = 0.22; 95% CI: 0.01–0.42; p = 0.04) and reduce the respiratory tract infection (RR = 0.47; 95% CI: 0.26–0.85; p = 0.01), but revealed no remarkable effect on predicted FEV1 (SMD = 0.14; 95% CI: –0.18 to 0.45; p = 0.39), or treatment-related adverse events (RR = 0.84; 95% CI: 0.52–1.36; p = 0.48). Conclusions CRTH2 antagonist OC 000459 might be effective and safe to improve pulmonary function in asthma patients.
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11
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Shoemark A, Rubbo B, Legendre M, Fassad MR, Haarman EG, Best S, Bon ICM, Brandsma J, Burgel PR, Carlsson G, Carr SB, Carroll M, Edwards M, Escudier E, Honoré I, Hunt D, Jouvion G, Loebinger MR, Maitre B, Morris-Rosendahl D, Papon JF, Parsons CM, Patel MP, Thomas NS, Thouvenin G, Walker WT, Wilson R, Hogg C, Mitchison HM, Lucas JS. Topological data analysis reveals genotype-phenotype relationships in primary ciliary dyskinesia. Eur Respir J 2021; 58:13993003.02359-2020. [PMID: 33479112 DOI: 10.1183/13993003.02359-2020] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 12/24/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND Primary ciliary dyskinesia (PCD) is a heterogeneous inherited disorder caused by mutations in approximately 50 cilia-related genes. PCD genotype-phenotype relationships have mostly arisen from small case series because existing statistical approaches to investigating relationships have been unsuitable for rare diseases. METHODS We applied a topological data analysis (TDA) approach to investigate genotype-phenotype relationships in PCD. Data from separate training and validation cohorts included 396 genetically defined individuals carrying pathogenic variants in PCD genes. To develop the TDA models, 12 clinical and diagnostic variables were included. TDA-driven hypotheses were subsequently tested using traditional statistics. RESULTS Disease severity at diagnosis, measured by forced expiratory volume in 1 s (FEV1) z-score, was significantly worse in individuals with CCDC39 mutations (compared to other gene mutations) and better in those with DNAH11 mutations; the latter also reported less neonatal respiratory distress. Patients without neonatal respiratory distress had better preserved FEV1 at diagnosis. Individuals with DNAH5 mutations were phenotypically diverse. Cilia ultrastructure and beat pattern defects correlated closely to specific causative gene groups, confirming these tests can be used to support a genetic diagnosis. CONCLUSIONS This large scale, multi-national study presents PCD as a syndrome with overlapping symptoms and variations in phenotype according to genotype. TDA modelling confirmed genotype-phenotype relationships reported by smaller studies (e.g. FEV1 worse with CCDC39 mutation) and identified new relationships, including FEV1 preservation with DNAH11 mutations and diversity of severity with DNAH5 mutations.
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Affiliation(s)
- Amelia Shoemark
- PCD Diagnostic Centre and Dept of Paediatric Respiratory Medicine, Royal Brompton and Harefield NHS Trust, London, UK.,Division of Molecular and Clinical Medicine, University of Dundee, Ninewells Hospital and Medical School, Dundee, UK.,Equal first author contribution
| | - Bruna Rubbo
- Primary Ciliary Dyskinesia Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,School of Clinical and Experimental Sciences, University of Southampton Faculty of Medicine, Southampton, UK.,Equal first author contribution
| | - Marie Legendre
- Département de Génétique Médicale, Hôpital Trousseau, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France.,Sorbonne Université, Institut National de la Santé et de la Recherche Médicale (INSERM) U933, Hôpital Trousseau, Paris, France
| | - Mahmoud R Fassad
- Genetics and Genomic Medicine Dept, University College London, UCL Great Ormond Street Institute of Child Health, London, UK.,Dept of Human Genetics, Medical Research Institute, Alexandria University, Alexandria, Egypt
| | - Eric G Haarman
- Dept of Pediatric Pulmonology, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Sunayna Best
- Genetics and Genomic Medicine Dept, University College London, UCL Great Ormond Street Institute of Child Health, London, UK.,Leeds Institute of Medical Research, Faculty of Medicine and Health, University of Leeds, Leeds, UK
| | - Irma C M Bon
- Dept of Pediatric Pulmonology, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Joost Brandsma
- School of Clinical and Experimental Sciences, University of Southampton Faculty of Medicine, Southampton, UK
| | - Pierre-Regis Burgel
- Service de Pneumologie, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France.,Université de Paris, Institut National de la Santé et de la Recherche Médicale (INSERM) U1016, Institut Cochin, Paris, France
| | | | - Siobhan B Carr
- PCD Diagnostic Centre and Dept of Paediatric Respiratory Medicine, Royal Brompton and Harefield NHS Trust, London, UK
| | - Mary Carroll
- Primary Ciliary Dyskinesia Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,School of Clinical and Experimental Sciences, University of Southampton Faculty of Medicine, Southampton, UK
| | - Matt Edwards
- Clinical Genetics and Genomics, Royal Brompton and Harefield NHS Foundation Trust, London, UK
| | - Estelle Escudier
- Département de Génétique Médicale, Hôpital Trousseau, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France.,Sorbonne Université, Institut National de la Santé et de la Recherche Médicale (INSERM) U933, Hôpital Trousseau, Paris, France
| | - Isabelle Honoré
- Service de Pneumologie, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
| | - David Hunt
- Wessex Clinical Genetics Service, University Hospitals Southampton, Princess Anne Hospital, Southampton, UK
| | - Gregory Jouvion
- Département de Génétique Médicale, Hôpital Trousseau, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France.,Sorbonne Université, Institut National de la Santé et de la Recherche Médicale (INSERM) U933, Hôpital Trousseau, Paris, France
| | - Michel R Loebinger
- Host Defence Unit, Dept of Respiratory Medicine, Royal Brompton and Harefield NHS Foundation Trust, London, UK.,National Heart and Lung Institute (NHLI), Imperial College, London, UK
| | - Bernard Maitre
- Service de Pneumologie, DHU A-TVB, Centre Hospitalier Intercommunal de Créteil, Université Paris Est, Créteil, France.,Université Paris Est, Institut National de la Santé et de la Recherche Médicale (INSERM) U955, Institut Mondor de Recherche Biomédicale (IMRB), Créteil, France
| | | | - Jean-Francois Papon
- Service d'ORL et Chirurgie Cervico-Faciale, Hôpital Kremlin-Bicêtre, Assistance Publique-Hôpitaux de Paris (AP-HP), Le Kremlin-Bicêtre, France.,Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France.,Centre national de la recherche scientifique (CNRS) ERL 7240, Créteil, France.,Institut National de la Santé et de la Recherche Médicale (INSERM) U955, Créteil, France
| | - Camille M Parsons
- Medical Research Council (MRC) Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
| | - Mitali P Patel
- Genetics and Genomic Medicine Dept, University College London, UCL Great Ormond Street Institute of Child Health, London, UK
| | - N Simon Thomas
- Wessex Regional Genetics Laboratory, Salisbury NHS Foundation Trust, Salisbury, UK.,Human Genetics and Genomic Medicine, University of Southampton Faculty of Medicine, Southampton, UK
| | - Guillaume Thouvenin
- School of Clinical and Experimental Sciences, University of Southampton Faculty of Medicine, Southampton, UK.,Service de Pneumologie Pédiatrique, Hôpital Trousseau, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France.,Sorbonne Université, Institut National de la Santé et de la Recherche Médicale (INSERM) U938, Centre de Recherche Saint-Antoine, Paris, France
| | - Woolf T Walker
- Primary Ciliary Dyskinesia Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,School of Clinical and Experimental Sciences, University of Southampton Faculty of Medicine, Southampton, UK
| | - Robert Wilson
- Host Defence Unit, Dept of Respiratory Medicine, Royal Brompton and Harefield NHS Foundation Trust, London, UK
| | - Claire Hogg
- PCD Diagnostic Centre and Dept of Paediatric Respiratory Medicine, Royal Brompton and Harefield NHS Trust, London, UK
| | - Hannah M Mitchison
- Genetics and Genomic Medicine Dept, University College London, UCL Great Ormond Street Institute of Child Health, London, UK.,National Institute for Health Research (NIHR) Great Ormond Street Hospital Biomedical Research Centre, London, UK.,H.M. Mitchison and J.S. Lucas contributed equally to this article as lead authors and supervised the work
| | - Jane S Lucas
- Primary Ciliary Dyskinesia Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK .,School of Clinical and Experimental Sciences, University of Southampton Faculty of Medicine, Southampton, UK.,H.M. Mitchison and J.S. Lucas contributed equally to this article as lead authors and supervised the work
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12
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Wardlaw AJ, Rick EM, Pur Ozyigit L, Scadding A, Gaillard EA, Pashley CH. New Perspectives in the Diagnosis and Management of Allergic Fungal Airway Disease. J Asthma Allergy 2021; 14:557-573. [PMID: 34079294 PMCID: PMC8164695 DOI: 10.2147/jaa.s251709] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 05/04/2021] [Indexed: 12/23/2022] Open
Abstract
Allergy to airway-colonising, thermotolerant, filamentous fungi represents a distinct eosinophilic endotype of often severe lung disease. This endotype, which particularly affects adult asthma, but also complicates other airway diseases and sometimes occurs de novo, has a heterogeneous presentation ranging from severe eosinophilic asthma to lobar collapse. Its hallmark is lung damage, characterised by fixed airflow obstruction (FAO), bronchiectasis and lung fibrosis. It has a number of monikers including severe asthma with fungal sensitisation (SAFS) and allergic bronchopulmonary aspergillosis/mycosis (ABPA/M), but these exclusive terms constitute only sub-sets of the condition. In order to capture the full extent of the syndrome we prefer the inclusive term allergic fungal airway disease (AFAD), the criteria for which are IgE sensitisation to relevant fungi in association with airway disease. The primary fungus involved is Aspergillus fumigatus, but a number of other thermotolerant species from several genera have been implicated. The unifying mechanism involves germination of inhaled fungal spores in the lung in the context of IgE sensitisation, leading to a persistent and vigorous eosinophilic inflammatory response in association with release of fungal proteases. Most allergenic fungi, including Alternaria and Cladosporium species, are not thermotolerant and cannot germinate in the airways so only act as aeroallergens and do not cause AFAD. Studies of the airway mycobiome have shown that A. fumigatus colonises the normal as much as the asthmatic airway, suggesting it is the tendency to become IgE-sensitised that is the critical triggering factor for AFAD rather than colonisation per se. Treatment is aimed at preventing exacerbations with glucocorticoids and increasingly by the use of anti-T2 biological therapies. Anti-fungal therapy has a limited place in management, but is an effective treatment for fungal bronchitis which complicates AFAD in about 10% of cases.
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Affiliation(s)
- Andrew J Wardlaw
- Institute for Lung Health, Department of Respiratory Sciences, College of Life Sciences, University of Leicester, and Allergy and Respiratory Medicine Service, NIHR Biomedical Research Centre: Respiratory, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Eva-Maria Rick
- Institute for Lung Health, Department of Respiratory Sciences, College of Life Sciences, University of Leicester, and Allergy and Respiratory Medicine Service, NIHR Biomedical Research Centre: Respiratory, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Leyla Pur Ozyigit
- Allergy and Respiratory Services University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Alys Scadding
- Allergy and Respiratory Services University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Erol A Gaillard
- Institute for Lung Health, Department of Respiratory Sciences, College of Life Sciences, Department of Paediatrics, NIHR Biomedical Research Centre: Respiratory, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Catherine H Pashley
- Institute for Lung Health, Department of Respiratory Sciences, College of Life Sciences, University of Leicester, and Allergy and Respiratory Medicine Service, NIHR Biomedical Research Centre: Respiratory, University Hospitals of Leicester NHS Trust, Leicester, UK
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13
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Bukkuri A, Andor N, Darcy IK. Applications of Topological Data Analysis in Oncology. Front Artif Intell 2021; 4:659037. [PMID: 33928240 PMCID: PMC8076640 DOI: 10.3389/frai.2021.659037] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 03/16/2021] [Indexed: 12/12/2022] Open
Abstract
The emergence of the information age in the last few decades brought with it an explosion of biomedical data. But with great power comes great responsibility: there is now a pressing need for new data analysis algorithms to be developed to make sense of the data and transform this information into knowledge which can be directly translated into the clinic. Topological data analysis (TDA) provides a promising path forward: using tools from the mathematical field of algebraic topology, TDA provides a framework to extract insights into the often high-dimensional, incomplete, and noisy nature of biomedical data. Nowhere is this more evident than in the field of oncology, where patient-specific data is routinely presented to clinicians in a variety of forms, from imaging to single cell genomic sequencing. In this review, we focus on applications involving persistent homology, one of the main tools of TDA. We describe some recent successes of TDA in oncology, specifically in predicting treatment responses and prognosis, tumor segmentation and computer-aided diagnosis, disease classification, and cellular architecture determination. We also provide suggestions on avenues for future research including utilizing TDA to analyze cancer time-series data such as gene expression changes during pathogenesis, investigation of the relation between angiogenic vessel structure and treatment efficacy from imaging data, and experimental confirmation that geometric and topological connectivity implies functional connectivity in the context of cancer.
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Affiliation(s)
- Anuraag Bukkuri
- Department of Integrated Mathematical Oncology, Moffitt Cancer Center, Tampa, FL, United States
| | - Noemi Andor
- Department of Integrated Mathematical Oncology, Moffitt Cancer Center, Tampa, FL, United States
| | - Isabel K. Darcy
- Department of Mathematics, University of Iowa, Iowa City, IA, United States
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14
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Matucci A, Bormioli S, Nencini F, Chiccoli F, Vivarelli E, Maggi E, Vultaggio A. Asthma and Chronic Rhinosinusitis: How Similar Are They in Pathogenesis and Treatment Responses? Int J Mol Sci 2021; 22:3340. [PMID: 33805199 PMCID: PMC8037977 DOI: 10.3390/ijms22073340] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 03/18/2021] [Accepted: 03/23/2021] [Indexed: 12/12/2022] Open
Abstract
Severe asthma and rhinosinusitis represent frequent comorbidities, complicating the overall management of the disease. Both asthma and chronic rhinosinusitis (CRS) can be differentiated into endotypes: those with type 2 eosinophilic inflammation and those with a non-type 2 inflammation. A correct definition of phenotype/endotype for these diseases is crucial, taking into account the availability of novel biological therapies. Even though patients suffering from type 2 severe asthma-with or without CRS with nasal polyps-significantly benefit from treatment with biologics, the existence of different levels of patient response has been clearly demonstrated. In fact, in clinical practice, it is a common experience that patients reach a good clinical response for asthma symptoms, but not for CRS. At first glance, a reason for this could be that although asthma and CRS can coexist in the same patient, they can manifest with different degrees of severity; therefore, efficacy may not be equally achieved. Many questions regarding responders and nonresponders, predictors of response, and residual disease after blocking type 2 pathways are still unanswered. In this review, we discuss whether treatment with biological agents is equally effective in controlling both asthma and sinonasal symptoms in patients in which asthma and chronic rhinosinusitis with nasal polyps coexist.
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Affiliation(s)
- Andrea Matucci
- Immunoallergology Unit, University Hospital Careggi, 50134 Florence, Italy; (S.B.); (F.N.); (E.V.); (A.V.)
| | - Susanna Bormioli
- Immunoallergology Unit, University Hospital Careggi, 50134 Florence, Italy; (S.B.); (F.N.); (E.V.); (A.V.)
| | - Francesca Nencini
- Immunoallergology Unit, University Hospital Careggi, 50134 Florence, Italy; (S.B.); (F.N.); (E.V.); (A.V.)
| | - Fabio Chiccoli
- Immunology and Cellular Therapy Unit, University Hospital Careggi, 50134 Florence, Italy;
| | - Emanuele Vivarelli
- Immunoallergology Unit, University Hospital Careggi, 50134 Florence, Italy; (S.B.); (F.N.); (E.V.); (A.V.)
| | - Enrico Maggi
- Immunology Department, Children Hospital Bambino Gesù, IRCCS, 00165 Rome, Italy
| | - Alessandra Vultaggio
- Immunoallergology Unit, University Hospital Careggi, 50134 Florence, Italy; (S.B.); (F.N.); (E.V.); (A.V.)
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15
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Andrea M, Susanna B, Francesca N, Enrico M, Alessandra V. The emerging role of type 2 inflammation in asthma. Expert Rev Clin Immunol 2020; 17:63-71. [PMID: 33280431 DOI: 10.1080/1744666x.2020.1860755] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Introduction: Bronchial asthma (BA) is a chronic airways inflammatory disease. Based on the biological mechanisms that underline the disease, asthma has been classified as type 2 or non-type 2 phenotype.Areas covered: An emerging role has been identified for group 2 innate lymphoid cells (ILC2s) able to produce the classical type 2 cytokines. The role of Th2 cells and IL-4 is crucial in the pathogenesis of allergic BA as supported by asthma models. IL-13, shares many biological functions with IL-4 such as induction of IgE synthesis and regulation of eosinophil trafficking. However, IL-13 does not induce Th2 cell differentiation. The Authors reviewed evidence on the new concept of type 2 inflammation and the cellular and molecular network behind this process. Literature data in the PubMed were analyzed for peer-reviewed articles published until September 2020.Expert opinion: The current trend is to consider Th2- and ILC2-driven pathways as two separate pathogenic mechanisms, recent data underscore that adaptive Th2- and innate cell responses represent two integrated systems in the production of IL-4, IL-5, and IL-13 leading to the current 'concept' of type 2 inflammation. This review highlights the role of Th2 cells and ILC2 in the recent new concept of type 2 inflammation.
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Affiliation(s)
- Matucci Andrea
- Immunoallergology Unit, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Bormioli Susanna
- Immunology and Cellular Therapy, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Nencini Francesca
- Immunoallergology Unit, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Maggi Enrico
- Immunology Department, Children Hospital Bambino Gesù, IRCCS, Rome, Italy
| | - Vultaggio Alessandra
- Immunoallergology Unit, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
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16
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Evaluation of Naringenin as a Promising Treatment Option for COPD Based on Literature Review and Network Pharmacology. Biomolecules 2020; 10:biom10121644. [PMID: 33302350 PMCID: PMC7762561 DOI: 10.3390/biom10121644] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 12/01/2020] [Accepted: 12/03/2020] [Indexed: 12/14/2022] Open
Abstract
Chronic obstructive pulmonary disease (COPD) is a chronic respiratory disease characterized by incompletely reversible airflow limitation and seriously threatens the health of humans due to its high morbidity and mortality. Naringenin, as a natural flavanone, has shown various potential pharmacological activities against multiple pathological stages of COPD, but available studies are scattered and unsystematic. Thus, we combined literature review with network pharmacology analysis to evaluate the potential therapeutic effects of naringenin on COPD and predict its underlying mechanisms, expecting to provide a promising tactic for clinical treatment of COPD.
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17
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Zhang J, Dong L. Status and prospects: personalized treatment and biomarker for airway remodeling in asthma. J Thorac Dis 2020; 12:6090-6101. [PMID: 33209441 PMCID: PMC7656354 DOI: 10.21037/jtd-20-1024] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Airway remodeling, as a major characteristic of bronchial asthma, is critical to the progression of this disease, whereas it is of less importance in clinical management. Complying with the current stepwise treatment standard for asthma, the choice of intervention on the clinical status is primarily determined by the patient’s treatment response to airway inflammation. However, a considerable number of asthmatic patients, especially severe asthmatic subjects, remain uncontrolled though they have undergone fortified anti-inflammation treatment. In the past few years, a growing number of biologics specific to asthma phenotypes have emerged, bringing new hope for patients with refractory asthma and severe asthma. While at the same time, the effect of airway remodeling on asthma treatment has become progressively prominent. In the era of personalized treatment, it has become one of the development directions for asthma treatment to find reliable airway remodeling biomarkers to assist in asthma phenotypes classification, and to further combine multiple phenotypes to accurately treat patients. In the present study, the research status of airway remodeling in asthma is reviewed to show the basis for classifying and treating such disease. Besides, several selected airway remodeling biomarkers and possibility to use them in individual treatment are discussed as well. This study considers that continuously optimized mechanisms and emerging biomarkers for airway remodeling in the future may further support individual therapy for asthma patients.
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Affiliation(s)
- Jintao Zhang
- Department of Respiratory and Critical Care Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Liang Dong
- Department of Respiratory and Critical Care Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
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18
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Maun HR, Jackman JK, Choy DF, Loyet KM, Staton TL, Jia G, Dressen A, Hackney JA, Bremer M, Walters BT, Vij R, Chen X, Trivedi NN, Morando A, Lipari MT, Franke Y, Wu X, Zhang J, Liu J, Wu P, Chang D, Orozco LD, Christensen E, Wong M, Corpuz R, Hang JQ, Lutman J, Sukumaran S, Wu Y, Ubhayakar S, Liang X, Schwartz LB, Babina M, Woodruff PG, Fahy JV, Ahuja R, Caughey GH, Kusi A, Dennis MS, Eigenbrot C, Kirchhofer D, Austin CD, Wu LC, Koerber JT, Lee WP, Yaspan BL, Alatsis KR, Arron JR, Lazarus RA, Yi T. An Allosteric Anti-tryptase Antibody for the Treatment of Mast Cell-Mediated Severe Asthma. Cell 2020; 179:417-431.e19. [PMID: 31585081 DOI: 10.1016/j.cell.2019.09.009] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 07/09/2019] [Accepted: 09/05/2019] [Indexed: 12/18/2022]
Abstract
Severe asthma patients with low type 2 inflammation derive less clinical benefit from therapies targeting type 2 cytokines and represent an unmet need. We show that mast cell tryptase is elevated in severe asthma patients independent of type 2 biomarker status. Active β-tryptase allele count correlates with blood tryptase levels, and asthma patients carrying more active alleles benefit less from anti-IgE treatment. We generated a noncompetitive inhibitory antibody against human β-tryptase, which dissociates active tetramers into inactive monomers. A 2.15 Å crystal structure of a β-tryptase/antibody complex coupled with biochemical studies reveal the molecular basis for allosteric destabilization of small and large interfaces required for tetramerization. This anti-tryptase antibody potently blocks tryptase enzymatic activity in a humanized mouse model, reducing IgE-mediated systemic anaphylaxis, and inhibits airway tryptase in Ascaris-sensitized cynomolgus monkeys with favorable pharmacokinetics. These data provide a foundation for developing anti-tryptase as a clinical therapy for severe asthma.
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Affiliation(s)
- Henry R Maun
- Department of Early Discovery Biochemistry, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Janet K Jackman
- Department of Immunology Discovery, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - David F Choy
- Department of Biomarker Discovery OMNI, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Kelly M Loyet
- Department of Biochemical and Cellular Pharmacology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Tracy L Staton
- Department of OMNI Biomarker Development, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Guiquan Jia
- Department of Biomarker Discovery OMNI, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Amy Dressen
- Department of Human Genetics, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Jason A Hackney
- Department of Bioinformatics, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Meire Bremer
- Department of OMNI Biomarker Development, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Benjamin T Walters
- Department of Biochemical and Cellular Pharmacology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Rajesh Vij
- Department of Antibody Engineering, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Xiaocheng Chen
- Department of Antibody Engineering, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Neil N Trivedi
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, USA; Veterans Affairs Medical Center, San Francisco, CA 94121, USA
| | - Ashley Morando
- Department of Biochemical and Cellular Pharmacology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Michael T Lipari
- Department of Early Discovery Biochemistry, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Yvonne Franke
- Depratment of Biomolecular Resources, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Xiumin Wu
- Department of Translational Immunology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Juan Zhang
- Department of Translational Immunology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - John Liu
- Department of Translational Immunology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Ping Wu
- Department of Structural Biology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Diana Chang
- Department of Human Genetics, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Luz D Orozco
- Department of Bioinformatics, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Erin Christensen
- Department of Protein Chemistry, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Manda Wong
- Department of Structural Biology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Racquel Corpuz
- Department of Structural Biology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Julie Q Hang
- Department of Protein Chemistry, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Jeff Lutman
- Department of Preclinical and Translational Pharmacokinetics, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Siddharth Sukumaran
- Department of Preclinical and Translational Pharmacokinetics, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Yan Wu
- Department of Antibody Engineering, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Savita Ubhayakar
- Department of Drug Metabolism and Pharmacokinetics, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Xiaorong Liang
- Department of Drug Metabolism and Pharmacokinetics, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Lawrence B Schwartz
- Department of Internal Medicine, Division of Rheumatology, Allergy and Immunology, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Magda Babina
- Department of Dermatology and Allergy, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Prescott G Woodruff
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - John V Fahy
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Rahul Ahuja
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, USA; Veterans Affairs Medical Center, San Francisco, CA 94121, USA
| | - George H Caughey
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, USA; Veterans Affairs Medical Center, San Francisco, CA 94121, USA
| | - Aija Kusi
- Department of Safety Assessment, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Mark S Dennis
- Department of Antibody Engineering, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Charles Eigenbrot
- Department of Structural Biology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Daniel Kirchhofer
- Department of Early Discovery Biochemistry, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Cary D Austin
- Department of Pathology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Lawren C Wu
- Department of Immunology Discovery, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - James T Koerber
- Department of Antibody Engineering, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Wyne P Lee
- Department of Translational Immunology, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Brian L Yaspan
- Department of Human Genetics, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Kathila R Alatsis
- Department of Safety Assessment, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Joseph R Arron
- Department of Immunology Discovery, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA.
| | - Robert A Lazarus
- Department of Early Discovery Biochemistry, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA.
| | - Tangsheng Yi
- Department of Immunology Discovery, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA.
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Fricker M, Qin L, Niessen N, Baines KJ, McDonald VM, Scott HA, Simpson JL, Gibson PG. Relationship of sputum mast cells with clinical and inflammatory characteristics of asthma. Clin Exp Allergy 2020; 50:696-707. [PMID: 32291815 DOI: 10.1111/cea.13609] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Revised: 03/04/2020] [Accepted: 03/26/2020] [Indexed: 12/19/2022]
Abstract
BACKGROUND Mast cells (MCs) are innate immune cells that regulate atopic and non-atopic inflammation in the airways. MCs play a critical role in the pathogenesis of asthma, yet their relationship to airway and systemic inflammation and clinical characteristics of asthma is poorly understood. OBJECTIVE To quantify MCs in induced sputum samples and understand their relationship to airway and circulatory immune cells, and clinical variables in asthma. METHODS We employed flow cytometry of sputum samples to quantify MCs, basophils and other immune cells in 51 participants (45 asthma and 6 non-asthma controls). Relationship of MCs to airway (n = 45) and blood (n = 19) immune cells, participant demographics, asthma history, spirometry and airways hyperresponsiveness (AHR) to hypertonic saline was determined by correlation and comparison of cut-off-based sputum MC high vs low participants. RESULTS Mast cells, basophils and eosinophils were increased in asthma vs non-asthma control sputum. In asthma sputum, MCs, basophils and eosinophils were significantly intercorrelated, and MCs and basophils were elevated in participants with eosinophilic asthma. MCs and basophils, but not eosinophils, correlated with AHR. Sputum MC high asthma was characterized by an increased proportion of participants with uncontrolled asthma and reduced FEV1 and FVC. Trends towards similar clinical associations with elevated MCs were observed in a paucigranulocytic subpopulation (n = 15) lacking airway eosinophilia or neutrophilia. Receiver operator characteristic (ROC) analysis showed peripheral blood eosinophil (PBE) count predicted elevated sputum eosinophils and basophils, but not MCs. CONCLUSIONS AND CLINICAL RELEVANCE Sputum MCs are elevated in asthma, and their measurement may be useful as they relate to key clinical features of asthma (spirometry, asthma control, AHR). PBE count did not predict airway MC status, suggesting direct measurement of airway MCs by sensitive methods such as flow cytometry should be further developed.
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Affiliation(s)
- Michael Fricker
- Priority Research Centre for Healthy Lungs, The University of Newcastle, Newcastle, NSW, Australia.,National Health and Medical Research Council Centre of Excellence in Severe Asthma, Newcastle, NSW, Australia.,Hunter Medical Research Institute, Newcastle, NSW, Australia
| | - Ling Qin
- Priority Research Centre for Healthy Lungs, The University of Newcastle, Newcastle, NSW, Australia
| | - Natalie Niessen
- Priority Research Centre for Healthy Lungs, The University of Newcastle, Newcastle, NSW, Australia.,National Health and Medical Research Council Centre of Excellence in Severe Asthma, Newcastle, NSW, Australia.,Hunter Medical Research Institute, Newcastle, NSW, Australia
| | - Katherine J Baines
- Priority Research Centre for Healthy Lungs, The University of Newcastle, Newcastle, NSW, Australia.,Hunter Medical Research Institute, Newcastle, NSW, Australia
| | - Vanessa M McDonald
- Priority Research Centre for Healthy Lungs, The University of Newcastle, Newcastle, NSW, Australia.,National Health and Medical Research Council Centre of Excellence in Severe Asthma, Newcastle, NSW, Australia.,Hunter Medical Research Institute, Newcastle, NSW, Australia.,Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW, Australia
| | - Hayley A Scott
- Priority Research Centre for Healthy Lungs, The University of Newcastle, Newcastle, NSW, Australia.,Hunter Medical Research Institute, Newcastle, NSW, Australia
| | - Jodie L Simpson
- Priority Research Centre for Healthy Lungs, The University of Newcastle, Newcastle, NSW, Australia.,Hunter Medical Research Institute, Newcastle, NSW, Australia.,Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW, Australia
| | - Peter G Gibson
- Priority Research Centre for Healthy Lungs, The University of Newcastle, Newcastle, NSW, Australia.,National Health and Medical Research Council Centre of Excellence in Severe Asthma, Newcastle, NSW, Australia.,Hunter Medical Research Institute, Newcastle, NSW, Australia.,Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW, Australia
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20
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Choy DF, Arron JR. Beyond type 2 cytokines in asthma - new insights from old clinical trials. Expert Opin Ther Targets 2020; 24:463-475. [PMID: 32223656 DOI: 10.1080/14728222.2020.1744567] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Introduction: Human asthma is a heterogeneous disorder on molecular, pathological, and clinical levels. The paradigm of asthma as an allergic process driven by type 2 cytokines and mediators has led to targeted biologic therapies resulting in some clinical benefit in patient subsets. However, some patient subsets and clinical manifestations do not benefit from these interventions, thus redefining unmet needs. Clinical studies of type 2 directed therapies have identified new targets under investigation in clinical development; these include epithelial alarmins, non-type 2 cytokines, cytokine receptor signaling, mast cells and neuroinflammation.Areas covered: We consider lessons learned concerning asthma pathogenesis from observational studies and clinical trials of biologic agents that target type 2 mediators. We also provide a perspective on emerging therapeutic hypotheses to target processes independent of or orthogonal to type 2 inflammation in asthma.Expert opinion: Type 2 inflammation is continuous, not discrete, and is likely a modifier of underlying dysregulated airway physiology. Non-type 2 inflammatory mediators (e.g., IL17, IL6, IFNs), microbiome, alarmins (e.g., TSLP, IL33), mast cells and sensory neurons may represent orthogonal targets to type 2 mediators. There is a need to better match targets and outcome measures in biologically defined patient populations to appropriately test hypotheses in the clinic.
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21
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George L, Taylor AR, Esteve‐Codina A, Soler Artigas M, Thun GA, Bates S, Pavlidis S, Wagers S, Boland A, Prasse A, Boschetto P, Parr DG, Nowinski A, Barta I, Hohlfeld J, Greulich T, van den Berge M, Hiemstra PS, Timens W, Hinks T, Wenzel S, Siddiqui S, Richardson M, Venge P, Heath S, Gut I, Tobin MD, Edwards L, Riley JH, Djukanovic R, Auffray C, De‐Meulder B, Erik‐Dahlen S, Adcock IM, Chung KF, Ziegler‐Heitbrock L, Sterk PJ, Singh D, Brightling CE. Blood eosinophil count and airway epithelial transcriptome relationships in COPD versus asthma. Allergy 2020; 75:370-380. [PMID: 31506971 PMCID: PMC7064968 DOI: 10.1111/all.14016] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 05/30/2019] [Accepted: 06/21/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Whether the clinical or pathophysiologic significance of the "treatable trait" high blood eosinophil count in COPD is the same as for asthma remains controversial. We sought to determine the relationship between the blood eosinophil count, clinical characteristics and gene expression from bronchial brushings in COPD and asthma. METHODS Subjects were recruited into a COPD (emphysema versus airway disease [EvA]) or asthma cohort (Unbiased BIOmarkers in PREDiction of respiratory disease outcomes, U-BIOPRED). We determined gene expression using RNAseq in EvA (n = 283) and Affymetrix microarrays in U-BIOPRED (n = 85). We ran linear regression analysis of the bronchial brushings transcriptional signal versus blood eosinophil counts as well as differential expression using a blood eosinophil > 200 cells/μL as a cut-off. The false discovery rate was controlled at 1% (with continuous values) and 5% (with dichotomized values). RESULTS There were no differences in age, gender, lung function, exercise capacity and quantitative computed tomography between eosinophilic versus noneosinophilic COPD cases. Total serum IgE was increased in eosinophilic asthma and COPD. In EvA, there were 12 genes with a statistically significant positive association with the linear blood eosinophil count, whereas in U-BIOPRED, 1197 genes showed significant associations (266 positive and 931 negative). The transcriptome showed little overlap between genes and pathways associated with blood eosinophil counts in asthma versus COPD. Only CST1 was common to eosinophilic asthma and COPD and was replicated in independent cohorts. CONCLUSION Despite shared "treatable traits" between asthma and COPD, the molecular mechanisms underlying these clinical entities are predominately different.
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Affiliation(s)
- Leena George
- Institute for Lung Health, Leicester NIHR Biomedical Research CentreUniversity of LeicesterLeicesterUK
| | | | - Anna Esteve‐Codina
- Centre for Genomic RegulationCNAG‐CRG Centre Nacional d'Anàlisi Genòmica, Barcelona Institute for Science and TechnologyBarcelonaSpain
| | - María Soler Artigas
- Institute for Lung Health, Leicester NIHR Biomedical Research CentreUniversity of LeicesterLeicesterUK
- Centre for Genomic RegulationCNAG‐CRG Centre Nacional d'Anàlisi Genòmica, Barcelona Institute for Science and TechnologyBarcelonaSpain
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and AddictionVall d'Hebron Research Institute (VHIR), Universitat Autònoma de BarcelonaBarcelonaSpain
- Instituto de Salud Carlos IIIBiomedical Network Research Centre on Mental Health (CIBERSAM)BarcelonaSpain
| | - Gian Andri Thun
- Centre for Genomic RegulationCNAG‐CRG Centre Nacional d'Anàlisi Genòmica, Barcelona Institute for Science and TechnologyBarcelonaSpain
| | | | - Stelios Pavlidis
- Airway Disease SectionNational Heart & Lung Institute, Imperial College LondonLondonUK
- Data Science InstituteImperial College LondonLondonUK
| | | | - Anne Boland
- Institut de Génomique, CEACNG Centre National de GénotypageEvryFrance
| | - Antje Prasse
- Department of PneumologyUniversity Medical CenterFreiburgGermany
| | - Piera Boschetto
- Department of Medical SciencesUniversity of Ferrara and Ferrara City HospitalFerraraItaly
| | - David G. Parr
- Department of Respiratory MedicineUniversity Hospitals Coventry and Warwickshire NHS TrustCoventryUK
| | - Adam Nowinski
- Department of Respiratory MedicineNational Institute of Tuberculosis and Lung DiseasesWarsawPoland
| | - Imre Barta
- Department of PathophysiologyNational Koranyi Institute for TB and PulmonologyBudapestHungary
| | - Jens Hohlfeld
- Fraunhofer Institute for Toxicology and Experimental MedicineHannoverGermany
| | - Timm Greulich
- Department of Medicine, Pulmonary and Critical Care MedicineUniversity Medical Center Giessen and Marburg, Philipps‐Universität MarburgMarburgGermany
- Member of the German Center for Lung Research (DZL)GroßhansdorfGermany
| | - Maarten van den Berge
- Department of Pulmonary DiseasesUniversity Medical Center Groningen, University of GroningenGroningenThe Netherlands
| | - Pieter S. Hiemstra
- Department of Pulmonary DiseasesLeiden University Medical Center, University of LeidenLeidenThe Netherlands
| | - Wim Timens
- Department of Pathology and Medical BiologyUniversity Medical Center Groningen, University of GroningenGroningenThe Netherlands
| | | | - Sally Wenzel
- Department of MedicineUniversity of PittsburghPittsburghPAUSA
- Department of ImmunologyUniversity of PittsburghPittsburghPAUSA
| | - Salman Siddiqui
- Institute for Lung Health, Leicester NIHR Biomedical Research CentreUniversity of LeicesterLeicesterUK
| | - Matthew Richardson
- Institute for Lung Health, Leicester NIHR Biomedical Research CentreUniversity of LeicesterLeicesterUK
| | - Per Venge
- Department of Medical Sciences, Clinical ChemistryUppsala UniversityUppsalaSweden
| | - Simon Heath
- Centre for Genomic RegulationCNAG‐CRG Centre Nacional d'Anàlisi Genòmica, Barcelona Institute for Science and TechnologyBarcelonaSpain
| | - Ivo Gut
- Centre for Genomic RegulationCNAG‐CRG Centre Nacional d'Anàlisi Genòmica, Barcelona Institute for Science and TechnologyBarcelonaSpain
- Universitat Pompeu FabraBarcelonaSpain
| | - Martin D. Tobin
- Institute for Lung Health, Leicester NIHR Biomedical Research CentreUniversity of LeicesterLeicesterUK
| | | | | | - Ratko Djukanovic
- NIHR Southampton Respiratory Biomedical Research Unit and Clinical and Experimental SciencesSouthamptonUK
| | - Charles Auffray
- European Institute for Systems Biology and Medicine (EISBM)CNRS‐ENS‐UCBL, Université de LyonLyon cedex 07France
| | - Bertrand De‐Meulder
- European Institute for Systems Biology and Medicine (EISBM)CNRS‐ENS‐UCBL, Université de LyonLyon cedex 07France
| | | | - Ian M. Adcock
- Instituto de Salud Carlos IIIBiomedical Network Research Centre on Mental Health (CIBERSAM)BarcelonaSpain
| | - Kian Fan Chung
- Instituto de Salud Carlos IIIBiomedical Network Research Centre on Mental Health (CIBERSAM)BarcelonaSpain
| | | | - Peter J. Sterk
- Department Respiratory MedicineAmsterdam University Medical Centres, University of AmsterdamAmsterdamThe Netherlands
| | - Dave Singh
- Centre for Respiratory Medicine and AllergyThe University of ManchesterManchesterUK
- Medicines Evaluation UnitUniversity Hospital of South Manchester NHS Foundation TrustManchesterUK
| | - Christopher E. Brightling
- Institute for Lung Health, Leicester NIHR Biomedical Research CentreUniversity of LeicesterLeicesterUK
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Fang L, Sun Q, Roth M. Immunologic and Non-Immunologic Mechanisms Leading to Airway Remodeling in Asthma. Int J Mol Sci 2020; 21:ijms21030757. [PMID: 31979396 PMCID: PMC7037330 DOI: 10.3390/ijms21030757] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Revised: 01/18/2020] [Accepted: 01/20/2020] [Indexed: 02/07/2023] Open
Abstract
Asthma increases worldwide without any definite reason and patient numbers double every 10 years. Drugs used for asthma therapy relax the muscles and reduce inflammation, but none of them inhibited airway wall remodeling in clinical studies. Airway wall remodeling can either be induced through pro-inflammatory cytokines released by immune cells, or direct binding of IgE to smooth muscle cells, or non-immunological stimuli. Increasing evidence suggests that airway wall remodeling is initiated early in life by epigenetic events that lead to cell type specific pathologies, and modulate the interaction between epithelial and sub-epithelial cells. Animal models are only available for remodeling in allergic asthma, but none for non-allergic asthma. In human asthma, the mechanisms leading to airway wall remodeling are not well understood. In order to improve the understanding of this asthma pathology, the definition of “remodeling” needs to be better specified as it summarizes a wide range of tissue structural changes. Second, it needs to be assessed if specific remodeling patterns occur in specific asthma pheno- or endo-types. Third, the interaction of the immune cells with tissue forming cells needs to be assessed in both directions; e.g., do immune cells always stimulate tissue cells or are inflamed tissue cells calling immune cells to the rescue? This review aims to provide an overview on immunologic and non-immunologic mechanisms controlling airway wall remodeling in asthma.
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Affiliation(s)
- Lei Fang
- Pulmonary Cell Research & Pneumology, University Hospital & University of Basel, Petersgraben 4, CH-4031 Basel, Switzerland;
| | - Qinzhu Sun
- College of Animal Science and Technology, Northwest A&F University, Yangling 712100, Shaanxi, China;
| | - Michael Roth
- Pulmonary Cell Research & Pneumology, University Hospital & University of Basel, Petersgraben 4, CH-4031 Basel, Switzerland;
- Correspondence: ; Tel.: +41-61-265-2337
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23
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Bacharier LB, Mori A, Kita H. Advances in asthma, asthma-COPD overlap, and related biologics in 2018. J Allergy Clin Immunol 2019; 144:906-919. [PMID: 31476323 DOI: 10.1016/j.jaci.2019.08.021] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 08/23/2019] [Accepted: 08/26/2019] [Indexed: 01/14/2023]
Abstract
Over the past year, numerous important advances in our understanding of multiple aspects of asthma, ranging from disease pathogenesis to epidemiology to therapeutics, have been reported. This review is a compilation of highlights from articles published largely in the Journal of Allergy and Clinical Immunology and supplemented by articles published elsewhere that have substantially advanced the fields of asthma, chronic obstructive pulmonary disease (COPD), and asthma-COPD overlap and biologic therapies for these disorders. The intention of this article is not to provide a comprehensive review but rather to focus on several areas that have developed quickly and/or received extensive attention from our readers.
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Affiliation(s)
- Leonard B Bacharier
- Division of Pediatric Allergy, Immunology and Pulmonary Medicine, Department of Pediatrics, Washington University School of Medicine and St Louis Children's Hospital, St Louis, Mo.
| | - Akio Mori
- Department of Advanced Medicine, Clinical Research Center for Allergy and Rheumatology, National Hospital Organization Sagamihara National Hospital, Sagamihara, Japan
| | - Hirohito Kita
- Division of Allergic Diseases, Department of Medicine and Department of Immunology, Mayo Clinic, Rochester, Minn; Division of Allergic Diseases, Department of Medicine and Department of Immunology, Mayo Clinic, Scottsdale
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24
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Paul AGA, Muehling LM, Eccles JD, Woodfolk JA. T cells in severe childhood asthma. Clin Exp Allergy 2019; 49:564-581. [PMID: 30793397 DOI: 10.1111/cea.13374] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 02/05/2019] [Accepted: 02/11/2019] [Indexed: 12/17/2022]
Abstract
Severe asthma in children is a debilitating condition that accounts for a disproportionately large health and economic burden of asthma. Reasons for the lack of a response to standard anti-inflammatory therapies remain enigmatic. Work in the last decade has shed new light on the heterogeneous nature of asthma, and the varied immunopathologies of severe disease, which are leading to new treatment approaches for the individual patient. However, most studies to date that explored the immune landscape of the inflamed lower airways have focused on adults. T cells are pivotal to the inception and persistence of inflammatory processes in the diseased lungs, despite a contemporary shift in focus to immune events at the epithelial barrier. This article outlines current knowledge on the types of T cells and related cell types that are implicated in severe asthma. The potential for environmental exposures and other inflammatory cues to condition the immune environment of the lung in early life to favour pathogenic T cells and steroid resistance is discussed. The contributions of T cells and their cytokines to inflammatory processes and treatment resistance are also considered, with an emphasis on new observations in children that argue against conventional type 1 and type 2 T cell paradigms. Finally, the ability for new technologies to revolutionize our understanding of T cells in severe childhood asthma, and to guide future treatment strategies that could mitigate this disease, is highlighted.
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Affiliation(s)
- Alberta G A Paul
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Lyndsey M Muehling
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Jacob D Eccles
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Judith A Woodfolk
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
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25
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Brinkman P, Wagener AH, Hekking PP, Bansal AT, Maitland-van der Zee AH, Wang Y, Weda H, Knobel HH, Vink TJ, Rattray NJ, D'Amico A, Pennazza G, Santonico M, Lefaudeux D, De Meulder B, Auffray C, Bakke PS, Caruso M, Chanez P, Chung KF, Corfield J, Dahlén SE, Djukanovic R, Geiser T, Horvath I, Krug N, Musial J, Sun K, Riley JH, Shaw DE, Sandström T, Sousa AR, Montuschi P, Fowler SJ, Sterk PJ. Identification and prospective stability of electronic nose (eNose)-derived inflammatory phenotypes in patients with severe asthma. J Allergy Clin Immunol 2018; 143:1811-1820.e7. [PMID: 30529449 DOI: 10.1016/j.jaci.2018.10.058] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Revised: 10/04/2018] [Accepted: 10/22/2018] [Indexed: 01/24/2023]
Abstract
BACKGROUND Severe asthma is a heterogeneous condition, as shown by independent cluster analyses based on demographic, clinical, and inflammatory characteristics. A next step is to identify molecularly driven phenotypes using "omics" technologies. Molecular fingerprints of exhaled breath are associated with inflammation and can qualify as noninvasive assessment of severe asthma phenotypes. OBJECTIVES We aimed (1) to identify severe asthma phenotypes using exhaled metabolomic fingerprints obtained from a composite of electronic noses (eNoses) and (2) to assess the stability of eNose-derived phenotypes in relation to within-patient clinical and inflammatory changes. METHODS In this longitudinal multicenter study exhaled breath samples were taken from an unselected subset of adults with severe asthma from the U-BIOPRED cohort. Exhaled metabolites were analyzed centrally by using an assembly of eNoses. Unsupervised Ward clustering enhanced by similarity profile analysis together with K-means clustering was performed. For internal validation, partitioning around medoids and topological data analysis were applied. Samples at 12 to 18 months of prospective follow-up were used to assess longitudinal within-patient stability. RESULTS Data were available for 78 subjects (age, 55 years [interquartile range, 45-64 years]; 41% male). Three eNose-driven clusters (n = 26/33/19) were revealed, showing differences in circulating eosinophil (P = .045) and neutrophil (P = .017) percentages and ratios of patients using oral corticosteroids (P = .035). Longitudinal within-patient cluster stability was associated with changes in sputum eosinophil percentages (P = .045). CONCLUSIONS We have identified and followed up exhaled molecular phenotypes of severe asthma, which were associated with changing inflammatory profile and oral steroid use. This suggests that breath analysis can contribute to the management of severe asthma.
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Affiliation(s)
- Paul Brinkman
- Department of Respiratory Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
| | - Ariane H Wagener
- Department of Respiratory Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Pieter-Paul Hekking
- Department of Respiratory Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Aruna T Bansal
- Acclarogen, St John's Innovation Centre, Cambridge, United Kingdom
| | | | | | - Hans Weda
- Philips Research, Eindhoven, The Netherlands
| | | | | | - Nicholas J Rattray
- Department of Environmental Health Sciences, Yale School of Public Health, Yale University, New Haven, Conn
| | - Arnaldo D'Amico
- Department of Electronic Engineering, University of Rome "Tor Vergata," Rome, Italy
| | - Giorgio Pennazza
- Center for Integrated Research-CIR, Unit for Electronics for Sensor Systems, Campus Bio-Medico U, Rome, Italy
| | - Marco Santonico
- Center for Integrated Research-CIR, Unit for Electronics for Sensor Systems, Campus Bio-Medico U, Rome, Italy
| | - Diane Lefaudeux
- European Institute for Systems Biology and Medicine, CIRI UMR5308, CNRS-ENS-UCBL-INSERM, Lyon, France
| | - Bertrand De Meulder
- European Institute for Systems Biology and Medicine, CIRI UMR5308, CNRS-ENS-UCBL-INSERM, Lyon, France
| | - Charles Auffray
- European Institute for Systems Biology and Medicine, CIRI UMR5308, CNRS-ENS-UCBL-INSERM, Lyon, France
| | - Per S Bakke
- Institute of Medicine, University of Bergen, Bergen, Norway
| | - Massimo Caruso
- Department of Clinical and Experimental Medicine Hospital University, University of Catania, Catania, Italy
| | - Pascal Chanez
- Département des Maladies Respiratoires APHM,U1067 INSERM, Aix Marseille Université Marseille, Marseille, Italy
| | - Kian F Chung
- National Heart and Lung Institute, Imperial College, London, UK Biomedical Research Unit, Royal Brompton & Harefield NHS Trust, London, United Kingdom
| | - Julie Corfield
- AstraZeneca R&D, Mölndal, Sweden; Areteva R&D, Nottingham, United Kingdom
| | - Sven-Erik Dahlén
- Centre for Allergy Research, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Ratko Djukanovic
- NIHR Southampton Respiratory Biomedical Research Unit, Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Thomas Geiser
- the Department of Pulmonary Medicine, University Hospital Bern, Bern, Switzerland
| | - Ildiko Horvath
- Department of Pulmonology, Semmelweis University, Budapest, Hungary
| | - Nobert Krug
- Fraunhofer Institute for Toxicology and Experimental Medicine Hannover, Hannover, Germany
| | - Jacek Musial
- Department of Medicine, Jagiellonian University Medical College, Krakow, Poland
| | - Kai Sun
- Data Science Institute, South Kensington Campus, Imperial College Londont, London, United Kingdom
| | - John H Riley
- Respiratory Therapeutic Unit, GlaxoSmithKline, Stockley Park, United Kingdom
| | - Dominic E Shaw
- Respiratory Research Unit, University of Nottingham, Nottingham, United Kingdom
| | - Thomas Sandström
- Department of Public Health and Clinical Medicine, Department of Medicine, Respiratory Medicine Unit, Umeå University, Umeå, Sweden
| | - Ana R Sousa
- Respiratory Therapeutic Unit, GlaxoSmithKline, Stockley Park, United Kingdom
| | - Paolo Montuschi
- Department of Pharmacology, Faculty of Medicine, Catholic University of the Sacred Heart, Rome, Italy
| | - Stephen J Fowler
- Respiratory Research Group, Faculty of Medical and Human Sciences, University of Manchester, Manchester Academic Healthy Science Centre, and NIHR Translational Research Faculty in Respiratory Medicine, University Hospital of South Manchester, Manchester, United Kingdom; Lancashire Teaching Hospitals NHS Foundation Trust, Preston, United Kingdom
| | - Peter J Sterk
- Department of Respiratory Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
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Soares M, Mirgorodskaya E, Koca H, Viklund E, Richardson M, Gustafsson P, Olin AC, Siddiqui S. Particles in exhaled air (PExA): non-invasive phenotyping of small airways disease in adult asthma. J Breath Res 2018; 12:046012. [PMID: 30102246 DOI: 10.1088/1752-7163/aad9d1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
RATIONALE Asthma is often characterised by inflammation, damage and dysfunction of the small airways, but no standardised biomarkers are available. OBJECTIVES Using a novel approach-particles in exhaled air (PExA)-we sought to (a) sample and analyse abundant protein biomarkers: surfactant protein A (SPA) and albumin in adult asthmatic and healthy patients and (b) relate protein concentrations with physiological markers using phenotyping. METHODS 83 adult asthmatics and 21 healthy volunteers were recruited from a discovery cohort in Leicester, UK, and 32 adult asthmatics as replication cohort from Sweden. Markers of airways closure/small airways dysfunction were evaluated using forced vital capacity, impulse oscillometry and multiple breath washout. SPA/albumin from PEx (PExA sample) were analysed using ELISA and corrected for acquired particle mass. Topological data analysis (TDA) was applied to small airway physiology and PExA protein data to identify phenotypes. RESULTS PExA manoeuvres were feasible, including severe asthmatic subjects. TDA identified a clinically important phenotype of asthmatic patients with multiple physiological markers of peripheral airway dysfunction, and significantly lower levels of both SPA and albumin. CONCLUSION We report that the PExA method is feasible across the spectrum of asthma severity and could be used to identify small airway disease phenotypes.
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Affiliation(s)
- Marcia Soares
- NIHR Biomedical Research Centre, Respiratory Theme and Department of Infection, Immunity and Inflammation, University of Leicester, United Kingdom
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