Original article
Identification by cluster analysis of patients with asthma and nasal symptoms using the MASK-air® mHealth app
J. Bousqueta,b,c,
, B. Sousa-Pintod,e,f, J.M. Antog,h,i,j, R. Amarald,e,f, L. Brussinok, G.W. Canonical,m, A.A. Cruzn, B. Gemiciogluo, T. Haahtelap, M. Kupczykq, V. Kvedariener, D.E. Larenas-Linnemanns, R. Louist, N. Pham-Thiu, F. Puggionil,m, F.S. Regateirov, J. Romantowskiw, J. Sastrex, N. Scichiloney, L. Taborda-Barataz..., M.T. Venturaaa, I. Agachebb, A. Bedbrookcc, K.C. Bergmanna,b, S. Bosnic-Anticevichdd, M. Boniniee,ff,gg, L.-P. Boulethh, G. Brusselleii, R. Buhljj, L. Cecchikk, D. Charpinll, C. Chaves-Loureiromm, W. Czarlewskinn, F. de Blayoo, P. Devillierpp, G. Joosii, M. Jutelqq, L. Klimekrr, P. Kunaq, D. Launess, J.L. Pechtt, M. Makelap, M. Morais-Almeidauu, R. Nadifvv, M. Niedoszytkow, K. Ohtaww, N.G. Papadopoulosxx, A. Papiyy, D.R. Yeverinozz, N. RocheAA, A. Sá-Sousad,e,f, B. SamolinskiBB, M.H. ShamjiCC, A. SheikhDD, C. Suppli UlrikEE, O.S. UsmaniFF, A. ValiulisGG, O. VandenplasHH, A. YorganciogluII, T. Zuberbiera,b, J.A. Fonsecad,e,fVer más
a Institute of Allergology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
b Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Allergology and Immunology, Berlin, Germany
c University Hospital Montpellier, Montpellier, France
d MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences; Faculty of Medicine, University of Porto, Porto, Portugal
e CINTESIS – Center for Health Technology and Services Research; University of Porto, Porto, Portugal
f RISE – Health Research Network; University of Porto, Porto, Portugal
g ISGlobal, Barcelona Institute for Global Health, Barcelona, Spain
h IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
i Universitat Pompeu Fabra (UPF), Barcelona, Spain
j CIBER Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain
k Department of Medical Sciences, Allergy and Clinical Immunology Unit, University of Torino & Mauriziano Hospital, Torino, Italy
l Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
m Personalized Medicine, Asthma and Allergy, Humanitas Clinical and Research Center IRCCS, Rozzano, Italy
n Fundaçao ProAR, Federal University of Bahia and GARD/WHO Planning Group, Salvador, Bahia, Brazil
o Department of Pulmonary Diseases, Istanbul University-Cerrahpasa, Cerrahpasa Faculty of Medicine, Istanbul, Turkey
p Skin and Allergy Hospital, Helsinki University Hospital, University of Helsinki, Finland
q Division of Internal Medicine, Asthma and Allergy, Barlicki University Hospital, Medical University of Lodz, Poland
r Institute of Clinical medicine, Clinic of Chest diseases and Allergology, Faculty of Medicine, Vilnius University and Institute of Biomedical Sciences, Department of Pathology, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
s Center of Excellence in Asthma and Allergy, Médica Sur Clinical Foundation and Hospital, México City, Mexico
t Department of Pulmonary Medicine, CHU Liège and GIGA I3 research group, University of Liege, Belgium
u Ecole Polytechnique Palaiseau, IRBA (Institut de Recherche bio-Médicale des Armées), Bretigny, France
v Allergy and Clinical Immunology Unit, Centro Hospitalar e Universitário de Coimbra, and Coimbra Institute for Clinical and Biomedical Research (ICBR), Faculty of Medicine, University of Coimbra, and Institute of Immunology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
w Department of Allergology, Medical University of Gdańsk, Gdansk, Poland
x Fundacion Jimenez Diaz, CIBERES, Faculty of Medicine, Autonoma University of Madrid, Spain
y PROMISE Department, University of Palermo, Palermo, Italy
z Department of Immunoallergology, Cova da Beira University Hospital Centre, Covilhã, and UBIAir - Clinical & Experimental Lung Centre, and CICS-UBI Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal
aa Unit of Geriatric Immunoallergology, University of Bari Medical School, Bari, Italy
bb Transylvania University Brasov, Brasov, Romania
cc ARIA, Montpellier, France
dd Quality Use of Respiratory Medicine Group, Woolcock Institute of Medical Research, The University of Sydney, and Sydney Local Health District, Sydney, NSW, Australia
ee Department of Cardiovascular and Thoracic Sciences, Università Cattolica del Sacro Cuore, Rome, Italy
ff Department of Clinical and Surgical Sciences, Fondazione Policlinico Universitario A Gemelli IRCCS, Rome, Italy
gg National Heart and Lung Institute, Royal Brompton Hospital & Imperial College London, UK
hh Quebec Heart and Lung Institute, Laval University, Québec City, Quebec, Canada
ii Dept of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium
jj Dept of Pulmonary Medicine, Mainz University Hospital, Mainz, Germany
kk SOS Allergology and Clinical Immunology, USL Toscana Centro, Prato, Italy
ll Clinique des bronches, allergie et sommeil, Hôpital Nord, Marseille, France
mm Pneumology Unit, Hospitais da Universidade de Coimbra, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
nn Medical Consulting Czarlewski, Levallois, France
oo Allergy Division, Chest Disease Department, University Hospital of Strasbourg, and Federation of translational medicine, University of Strasbourg, Strasbourg, France
pp VIM Suresnes, UMR 0892, Pôle des Maladies des Voies Respiratoires, Hôpital Foch, Université Paris-Saclay, Suresnes, France
qq Department of Clinical Immunology, Wrocław Medical University, and ALL-MED Medical Research Institute, Wroclaw, Poland
rr Department of Otolaryngology, Head and Neck Surgery, Universitätsmedizin Mainz, Mainz, and Center for Rhinology and Allergology, Wiesbaden, Germany
ss KYomed INNOV, Montpellier, France
tt University of Guadalajara, Guadalajara, Mexico
uu Allergy Center, CUF Descobertas Hospital, Lisbon, Portugal
vv Université Paris-Saclay, UVSQ, Univ. Paris-Sud, and Inserm, Equipe d'Epidémiologie Respiratoire Intégrative, CESP, Villejuif, France
ww National Hospital Organization, Tokyo National Hospital, and JATA Fukujuji Hospital, Tokyo, Japan
xx Allergy Department, 2nd Pediatric Clinic, University of Athens, Athens, Greece
yy Respiratory Medicine, Department of Translational Medicine, University of Ferrara, Ferrara, Italy
zz Allergy and Clinical Immunology Department, Hospital Universitario de Puebla, Puebla, Mexico
AA Pneumologie, AP-HP Centre Université de Paris Cité, Hôpital Cochin, Paris and UMR 1016, Institut Cochin, Paris, France
BB Department of Prevention of Environmental Hazards, Allergology and Immunology, Medical University of Warsaw, Poland
CC National Heart and Lung Institute, Imperial College London, and NIHR Imperial Biomedical Research Centre, London, UK
DD Usher Institute, The University of Edinburgh, Edinburgh, UK
EE Department of Respiratory Medicine, Copenhagen University Hospital-Hvidovre, and Institute of Cinical Medicine, University of Copenhagen, Denmark
FF National Heart and Lung Institute (NHLI), Imperial College London & Royal Brompton Hospital, Airways Disease Section, London, UK
GG Institute of Clinical Medicine and Institute of Health Sciences,Vilnius, and Medical Faculty of Vilnius University, Vilnius, Lithuania
HH Department of Chest Medicine, Centre Hospitalier Universitaire UCL, Namur, and Université Catholique de Louvain, Yvoir, Belgium
II Department of Pulmonary Diseases, Celal Bayar University, Faculty of Medicine, Manisa, Turkey
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