Cluster Analysis of Inflammatory Biomarker Expression in the International Severe Asthma Registry

被引:78
作者
Denton, Eve [1 ,2 ]
Price, David B. [3 ,4 ,5 ]
Tran, Trung N. [6 ]
Canonica, G. Walter [7 ,8 ]
Menzies-Gow, Andrew [9 ]
FitzGerald, J. Mark [10 ]
Sadatsafavi, Mohsen [11 ]
Perez de Llano, Luis [12 ]
Christoff, George [13 ]
Quinton, Anna [14 ]
Rhee, Chin Kook [15 ]
Brusselle, Guy [16 ,17 ]
Ulrik, Charlotte [18 ]
Lugogo, Njira [19 ]
Hore-Lacy, Fiona [1 ,2 ]
Chaudhry, Isha [3 ]
Bulathsinhala, Lakmini [3 ]
Murray, Ruth B. [3 ]
Carter, Victoria A. [3 ]
Hew, Mark [1 ,2 ]
机构
[1] Alfred Hlth, Allergy Asthma & Clin Immunol, Melbourne, Vic, Australia
[2] Monash Univ, Publ Hlth & Prevent Med, Melbourne, Vic, Australia
[3] Optimum Patient Care, Cambridge, England
[4] Observ & Pragmat Res Inst, Singapore, Singapore
[5] Univ Aberdeen, Ctr Acad Primary Care, Div Appl Hlth Sci, Aberdeen, Scotland
[6] AstraZeneca, Gaithersburg, MD USA
[7] Humanitas Clin & Res Ctr IRCCS, Personalized Med Asthma & Allergy, Milan, Italy
[8] Humanitas Univ, Dept Biomed Sci, Milan, Italy
[9] Royal Brompton & Harefield NHS Fdn Trust, UK Severe Asthma Network & Natl Registry, London, England
[10] Univ British Columbia, Ctr Heart Lung Hlth, Vancouver Coastal Hlth Res Inst, Vancouver, BC, Canada
[11] Univ British Columbia, Fac Pharmaceut Sci, Vancouver, BC, Canada
[12] Hosp Univ Lucus Augusti, Dept Resp Med, Lugo, Spain
[13] Med Univ Sofia, Fac Publ Hlth, Sofia, Bulgaria
[14] AstraZeneca, Cambridge, England
[15] Catholic Univ Korea, Div Pulm Allergy & Crit Care Med, Dept Internal Med, Seoul St Marys Hosp,Coll Med, Seoul, South Korea
[16] Ghent Univ Hosp, Dept Resp Med, Ghent, Belgium
[17] Erasmus MC, Dept Epidemiol & Resp Med, Rotterdam, Netherlands
[18] Hvidovre Univ Hosp, Dept Resp Med, Hvidovre, Denmark
[19] Univ Michigan, Dept Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USA
关键词
PHENOTYPES;
D O I
10.1016/j.jaip.2021.02.059
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background: Allergy, eosinophilic inflammation, and epithelial dysregulation are implicated in severe asthma pathogenesis. Objective: We characterized biomarker expression in adults with severe asthma. Methods: Within the International Severe Asthma Registry (ISAR), we analyzed data from 10 countries in North America, Europe, and Asia, with prespecified thresholds for biomarker positivity (serum IgE ≥ 75 kU/L, blood eosinophils ≥ 300 cells/μL, and FeNO ≥ 25 ppb), and with hierarchical cluster analysis using biomarkers as continuous variables. Results: Of 1,175 patients; 64% were female, age (mean ± SD) 53 ± 15 years, body mass index (BMI) 30 ± 8, postbronchodilator forced expiratory volume in 1 second (FEV1) predicted 72% ± 20%. By prespecified thresholds, 59% were IgE positive, 57% eosinophil positive, and 58% FeNO positive. There was substantial inflammatory biomarker overlap; 59% were positive for either 2 or 3 biomarkers. Five distinct clusters were identified: cluster 1 (61%, low-to-medium biomarkers) comprised highly symptomatic, older females with elevated BMI and frequent exacerbations; cluster 2 (18%, elevated eosinophils and FeNO) older females with lower BMI and frequent exacerbations; cluster 3 (14%, extremely high FeNO) older, highly symptomatic, lower BMI, and preserved lung function; cluster 4 (6%, extremely high IgE) younger, long duration of asthma, elevated BMI, and poor lung function; cluster 5 (1.2%, extremely high eosinophils) younger males with low BMI, poor lung function, and high burden of sinonasal disease and polyposis. Conclusions: There is significant overlap of biomarker positivity in severe asthma. Distinct clusters according to biomarker expression exhibit unique clinical characteristics, suggesting the occurrence of discrete patterns of underlying inflammatory pathway activation and providing pathogenic insights relevant to the era of monoclonal biologics. © 2021 The Authors
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页码:2680 / +
页数:16
相关论文
共 29 条
[1]   Having concomitant asthma phenotypes is common and independently relates to poor lung function in NHANES 2007-2012 [J].
Amaral, Rita ;
Fonseca, Joao A. ;
Jacinto, Tiago ;
Pereira, Ana M. ;
Malinovschi, Andrei ;
Janson, Christer ;
Alving, Kjell .
CLINICAL AND TRANSLATIONAL ALLERGY, 2018, 8
[2]   Economic burden of asthma: A systematic review [J].
Bahadori K. ;
Doyle-Waters M.M. ;
Marra C. ;
Lynd L. ;
Alasaly K. ;
Swiston J. ;
FitzGerald J.M. .
BMC Pulmonary Medicine, 9 (1)
[3]   Predicting and evaluating response to omalizumab in patients with severe allergic asthma [J].
Bousquet, J. ;
Rabe, K. ;
Humbert, M. ;
Chung, K. F. ;
Berger, W. ;
Fox, H. ;
Ayre, G. ;
Chen, H. ;
Thomas, K. ;
Blogg, M. ;
Holgate, S. .
RESPIRATORY MEDICINE, 2007, 101 (07) :1483-1492
[4]   The global burden of asthma [J].
Braman, Sidney S. .
CHEST, 2006, 130 (01) :4S-12S
[5]   Development of the International Severe Asthma Registry (ISAR): A Modified Delphi Study [J].
Bulathsinhala, Lakmini ;
Eleangovan, Nevaashni ;
Heaney, Liam G. ;
Menzies-Gow, Andrew ;
Gibson, Peter G. ;
Peters, Matthew ;
Hew, Mark ;
van Boven, Job F. M. ;
Lehtimaki, Lauri ;
van Ganse, Eric ;
Belhassen, Manon ;
Harvey, Erin S. ;
Perez de Llano, Luis ;
Maitland-van der Zee, Anke H. ;
Papadopoulos, Nikolaos G. ;
Fitzgerald, J. Mark ;
Porsbjerg, Celeste ;
Canonica, G. Walter ;
Backer, Vibeke ;
Rhee, Chin Kook ;
Verhamme, Katia M. C. ;
Buhl, Roland ;
Cosio, Borja G. ;
Carter, Victoria ;
Price, Chris ;
Le, Thao ;
d'Alcontres, Martina Stagno ;
Gopalan, Gokul ;
Tran, Trung N. ;
Price, David .
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE, 2019, 7 (02) :578-+
[6]   Biomarker Profiles in Asthma With High vs Low Airway Reversibility and Poor Disease Control [J].
Busse, William W. ;
Holgate, Stephen T. ;
Wenzel, Sally W. ;
Klekotka, Paul ;
Chon, Yun ;
Feng, JingYuan ;
Ingenito, Edward P. ;
Nirula, Ajay .
CHEST, 2015, 148 (06) :1489-1496
[7]  
Chastek Benjamin, 2016, J Manag Care Spec Pharm, V22, P848, DOI 10.18553/jmcp.2016.22.7.848
[8]   International ERS/ATS guidelines on definition, evaluation and treatment of severe asthma [J].
Chung, Kian Fan ;
Wenzel, Sally E. ;
Brozek, Jan L. ;
Bush, Andrew ;
Castro, Mario ;
Sterk, Peter J. ;
Adcock, Ian M. ;
Bateman, Eric D. ;
Bel, Elisabeth H. ;
Bleecker, Eugene R. ;
Boulet, Louis-Philippe ;
Brightling, Christopher ;
Chanez, Pascal ;
Dahlen, Sven-Erik ;
Djukanovic, Ratko ;
Frey, Urs ;
Gaga, Mina ;
Gibson, Peter ;
Hamid, Qutayba ;
Jajour, Nizar N. ;
Mauad, Thais ;
Sorkness, Ronald L. ;
Teague, W. Gerald .
EUROPEAN RESPIRATORY JOURNAL, 2014, 43 (02) :343-373
[9]  
De Groot J C., 2016, ERJ Open Res, V2, P00100, DOI [10.1183/23120541.00100-2015, DOI 10.1183/23120541.00100-2015]
[10]   An Official ATS Clinical Practice Guideline: Interpretation of Exhaled Nitric Oxide Levels (FENO) for Clinical Applications [J].
Dweik, Raed A. ;
Boggs, Peter B. ;
Erzurum, Serpil C. ;
Irvin, Charles G. ;
Leigh, Margaret W. ;
Lundberg, Jon O. ;
Olin, Anna-Carin ;
Plummer, Alan L. ;
Taylor, D. Robin .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2011, 184 (05) :602-615