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Sousa-Pinto B, Sá-Sousa A, Vieira RJ, Amaral R, Pereira AM, Anto JM, Klimek L, Czarlewski W, Mullol J, Pfaar O, Bedbrook A, Brussino L, Kvedariene V, Larenas-Linnemann DE, Okamoto Y, Ventura MT, Ansotegui IJ, Bosnic-Anticevich S, Canonica GW, Cardona V, Cecchi L, Chivato T, Cingi C, Costa EM, Cruz AA, Del Giacco S, Devillier P, Fokkens WJ, Gemicioglu B, Haahtela T, Ivancevich JC, Kuna P, Kaidashev I, Kraxner H, Laune D, Louis R, Makris M, Monti R, Morais-Almeida M, Mösges R, Niedoszytko M, Papadopoulos NG, Patella V, Pham-Thi N, Regateiro FS, Reitsma S, Rouadi PW, Samolinski B, Sheikh A, Sova M, Taborda-Barata L, Toppila-Salmi S, Sastre J, Tsiligianni I, Valiulis A, Yorgancioglu A, Zidarn M, Zuberbier T, Fonseca JA, Bousquet J. Cutoff Values of MASK-air Patient-Reported Outcome Measures. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. IN PRACTICE 2023; 10:2438-2447.e9. [PMID: 36566778 DOI: 10.1016/j.jaip.2022.04.039] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 04/23/2022] [Accepted: 04/25/2022] [Indexed: 05/09/2023]
Abstract
BACKGROUND In clinical and epidemiological studies, cutoffs of patient-reported outcome measures can be used to classify patients into groups of statistical and clinical relevance. However, visual analog scale (VAS) cutoffs in MASK-air have not been tested. OBJECTIVE To calculate cutoffs for VAS global, nasal, ocular, and asthma symptoms. METHODS In a cross-sectional study design of all MASK-air participants, we compared (1) approaches based on the percentiles (tertiles or quartiles) of VAS distributions and (2) data-driven approaches based on clusters of data from 2 comparators (VAS work and VAS sleep). We then performed sensitivity analyses for individual countries and for VAS levels corresponding to full allergy control. Finally, we tested the different approaches using MASK-air real-world cross-sectional and longitudinal data to assess the most relevant cutoffs. RESULTS We assessed 395,223 days from 23,201 MASK-air users with self-reported allergic rhinitis. The percentile-oriented approach resulted in lower cutoff values than the data-driven approach. We obtained consistent results in the data-driven approach. Following the latter, the proposed cutoff differentiating "controlled" and "partly-controlled" patients was similar to the cutoff value that had been arbitrarily used (20/100). However, a lower cutoff was obtained to differentiate between "partly-controlled" and "uncontrolled" patients (35 vs the arbitrarily-used value of 50/100). CONCLUSIONS Using a data-driven approach, we were able to define cutoff values for MASK-air VASs on allergy and asthma symptoms. This may allow for a better classification of patients with rhinitis and asthma according to different levels of control, supporting improved disease management.
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Affiliation(s)
- Bernardo Sousa-Pinto
- MEDCIDS-Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, Porto, Portugal; CINTESIS-Center for Health Technology and Services Research, University of Porto, Porto, Portugal; RISE-Health Research Network, University of Porto, Porto, Portugal
| | - Ana Sá-Sousa
- MEDCIDS-Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, Porto, Portugal; CINTESIS-Center for Health Technology and Services Research, University of Porto, Porto, Portugal; RISE-Health Research Network, University of Porto, Porto, Portugal
| | - Rafael José Vieira
- MEDCIDS-Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, Porto, Portugal; CINTESIS-Center for Health Technology and Services Research, University of Porto, Porto, Portugal; RISE-Health Research Network, University of Porto, Porto, Portugal
| | - Rita Amaral
- MEDCIDS-Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, Porto, Portugal; CINTESIS-Center for Health Technology and Services Research, University of Porto, Porto, Portugal; RISE-Health Research Network, University of Porto, Porto, Portugal
| | - Ana Margarida Pereira
- MEDCIDS-Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, Porto, Portugal; CINTESIS-Center for Health Technology and Services Research, University of Porto, Porto, Portugal; RISE-Health Research Network, University of Porto, Porto, Portugal
| | - Josep M Anto
- Department of Research & Development, ISGlobal, Barcelona Institute for Global Health, Barcelona, Spain; Department of Medical Research & Environment, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Department of Epidemiology of Asthma, Universitat Pompeu Fabra (UPF), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain
| | - Ludger Klimek
- Department of Otolaryngology, Head and Neck Surgery, Universitätsmedizin Mainz, Mainz, Germany; Center for Rhinology and Allergology, Wiesbaden, Germany
| | | | - Joaquim Mullol
- Rhinology Unit and Smell Clinic, ENT Department, Hospital Clínic, Clinical and Experimental Respiratory Immunoallergy, IDIBAPS, CIBERES, University of Barcelona, Barcelona, Spain
| | - Oliver Pfaar
- Department of Otorhinolaryngology, Head and Neck Surgery, Section of Rhinology and Allergy, University Hospital Marburg, Philipps-Universität Marburg, Marburg, Germany
| | - Anna Bedbrook
- Department of Allergy, ARIA & MASK-air, Montpellier, France
| | - Luisa Brussino
- Department of Medical Sciences, Allergy and Clinical Immunology Unit, University of Torino and Mauriziano Hospital, Torino, Italy
| | - Violeta Kvedariene
- Department of Pathology, Institute of Biomedical Sciences, Faculty of Medicine, Vilnius University, Vilnius, Lithuania; Institute of Clinical Medicine, Clinic of Chest Diseases and Allergology, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Desirée E Larenas-Linnemann
- Center of Excellence in Asthma and Allergy, Médica Sur Clinical Foundation and Hospital, México City, Mexico
| | - Yoshitaka Okamoto
- Department of Otorhinolaryngology, Chiba University Hospital and Chiba Rosai Hospital, Chiba, Japan
| | - Maria Teresa Ventura
- Unit of Geriatric Immunoallergology, University of Bari Medical School and Institute of Sciences of Food Production, National Research Council (Ispa-Cnr), Bari, Italy
| | - Ignacio J Ansotegui
- Department of Allergy and Immunology, Hospital Quironsalud Bizkaia, Bilbao, Spain
| | - Sinthia Bosnic-Anticevich
- Quality Use of Respiratory Medicines Group, Woolcock Institute of Medical Research, Sydney, Sydney Pharmacy School, The University of Sydney, Sydney Local Health District, Sydney, NSW, Australia
| | - G Walter Canonica
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Personalized Medicine, Asthma and Allergy, Humanitas Clinical and Research Center IRCCS, Rozzano, Italy
| | - Victoria Cardona
- Allergy Section, Department of Internal Medicine, Hospital Vall d'Hebron & ARADyAL research network, Barcelona, Spain
| | - Lorenzo Cecchi
- SOS Allergology and Clinical Immunology, USL Toscana Centro, Prato, Italy
| | - Tomas Chivato
- School of Medicine, University CEU San Pablo, Madrid, Spain
| | - Cemal Cingi
- ENT Department, Eskisehir Osmangazi University, Medical Faculty, Eskisehir, Turkey
| | - Elísio M Costa
- UCIBIO, REQUINTE, Faculty of Pharmacy and Competence Center on Active and Healthy Ageing of University of Porto (Porto4Ageing), Porto, Portugal
| | - Alvaro A Cruz
- Fundaçao ProAR, Federal University of Bahia and GARD/WHO Planning Group, Salvador, Bahia, Brazil
| | - Stefano Del Giacco
- Department of Medical Sciences and Public Health and Unit of Allergy and Clinical Immunology, University Hospital "Duilio Casula", University of Cagliari, Cagliari, Italy
| | - Philippe Devillier
- VIM Suresnes, UMR 0892, Pôle des Maladies des Voies Respiratoires, Hôpital Foch, Université Paris-Saclay, Suresnes, France
| | - Wytske J Fokkens
- Department of Otorhinolaryngology, Amsterdam University Medical Centres, AMC, Amsterdam, the Netherlands
| | - Bilun Gemicioglu
- Department of Pulmonary Diseases, Istanbul University-Cerrahpasa, Cerrahpasa Faculty of Medicine, Istanbul, Turkey
| | - Tari Haahtela
- Skin and Allergy Hospital, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | | | - Piotr Kuna
- Division of Internal Medicine, Asthma and Allergy, Barlicki University Hospital, Medical University of Lodz, Lodz, Poland
| | - Igor Kaidashev
- Department of Internal Medicine, Poltava State Medical University, Poltava, Ukraine
| | - Helga Kraxner
- Department of Otorhinolaryngology, Head and Neck Surgery, Semmelweis University, Budapest, Hungary
| | - Daniel Laune
- Department Recherches & Développement, KYomed INNOV, Montpellier, France
| | - Renaud Louis
- Department of Pulmonary Medicine, CHU Liege, and GIGA I3 research group, University of Liege, Liege, Belgium
| | - Michael Makris
- Allergy Unit "D Kalogeromitros", 2nd Department of Dermatology and Venereology, National and Kapodistrian University of Athens, "Attikon" University Hospital, Athens, Greece
| | - Riccardo Monti
- Department of Cardiovascular and Thoracic Sciences, Fondazione Policlinico Universitario A Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | | | - Ralph Mösges
- IMSB, Medical Faculty, University at Cologne, and ClinCompetence Cologne GmbH, Cologne, Germany
| | - Marek Niedoszytko
- Department of Allergology, Medical University of Gdańsk, Gdansk, Poland
| | | | - Vincenzo Patella
- Division of Allergy and Clinical Immunology, Department of Medicine, Agency of Health ASL Salerno, "Santa Maria della Speranza" Hospital, Battipaglia, Salerno, Italy
| | - Nhân Pham-Thi
- Ecole Polytechnique Palaiseau, IRBA (Institut de Recherche bio-Médicale des Armées), Bretigny, France
| | - Frederico S Regateiro
- Allergy and Clinical Immunology Unit, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; Institute of Immunology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal; Coimbra Institute for Clinical and Biomedical Research (ICBR), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Sietze Reitsma
- Department of Otorhinolaryngology, Amsterdam University Medical Centres, AMC, Amsterdam, the Netherlands
| | - Philip W Rouadi
- Department of Otolaryngology-Head and Neck Surgery, Eye and Ear University Hospital, Beirut, Lebanon; Department of Otolaryngology-Head and Neck Surgery, Dar Al Shifa Hospital, Salmiya, Kuwait
| | - Boleslaw Samolinski
- Department of Prevention of Environmental Hazards, Allergology and Immunology, Medical University of Warsaw, Poland
| | - Aziz Sheikh
- Usher Institute, the University of Edinburgh, Edinburgh, UK
| | - Milan Sova
- Department of Respiratory Medicine and Tuberculosis, University Hospital, Brno, Czech Republic
| | - Luis Taborda-Barata
- UBIAir-Clinical & Experimental Lung Centre, University of Beira Interior, Covilhã and CICS-Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal; Department of Immunoallergology, Cova da Beira University Hospital Centre, Covilhã, Portugal
| | - Sanna Toppila-Salmi
- Skin and Allergy Hospital, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Joaquin Sastre
- Fundacion Jimenez Diaz, CIBERES, Faculty of Medicine, Autonoma University of Madrid, Madrid, Spain
| | - Ioanna Tsiligianni
- Health Planning Unit, Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece; International Primary Care Respiratory Group IPCRG, Aberdeen, Scotland
| | - Arunas Valiulis
- Institute of Clinical Medicine and Institute of Health Sciences, Vilnius, Lithunia; Medical Faculty of Vilnius University, Vilnius, Lithuania
| | - Arzu Yorgancioglu
- Department of Pulmonary Diseases, Celal Bayar University, Faculty of Medicine, Manisa, Turkey
| | - Mihaela Zidarn
- University Clinic of Respiratory and Allergic Diseases, Golnik & University of Ljubljana, Faculty of Medicine, Ljubljana, Slovenia
| | - Torsten Zuberbier
- Institute of Allergology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Allergology and Immunology, Berlin, Germany
| | - Joao A Fonseca
- MEDCIDS-Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, Porto, Portugal; CINTESIS-Center for Health Technology and Services Research, University of Porto, Porto, Portugal; RISE-Health Research Network, University of Porto, Porto, Portugal
| | - Jean Bousquet
- Institute of Allergology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Allergology and Immunology, Berlin, Germany; Department of Pneumology, University Hospital, Montpellier, France.
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