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Porsbjerg CM, Townend J, Bergeron C, Christoff GC, Katsoulotos GP, Larenas-Linnemann D, Tran TN, Al-Lehebi R, Bosnic-Anticevich SZ, Busby J, Hew M, Kostikas K, Papadopoulos NG, Pfeffer PE, Popov TA, Rhee CK, Sadatsafavi M, Tsai MJ, Ulrik CS, Al-Ahmad M, Altraja A, Beastall A, Bulathsinhala L, Carter V, Cosio BG, Fletton K, Hansen S, Heaney LG, Hubbard RB, Kuna P, Murray RB, Nagano T, Pini L, Cano Rosales DJ, Schleich F, Wechsler ME, Amaral R, Bourdin A, Brusselle GG, Chen W, Chung LP, Denton E, Fonseca JA, Hoyte F, Jackson DJ, Katial R, Kirenga BJ, Koh MS, Ławkiedraj A, Lehtimäki L, Liew MF, Mahboub B, Martin N, Menzies-Gow AN, Pang PH, Papaioannou AI, Patel PH, Perez-De-Llano L, Peters MJ, Ricciardi L, Rodríguez-Cáceres B, Solarte I, Tay TR, Torres-Duque CA, Wang E, Zappa M, Abisheganaden J, Assing KD, Costello RW, Gibson PG, Heffler E, Máspero J, Nicola S, Perng (Steve) DW, Puggioni F, Salvi S, Sheu CC, Sirena C, Taillé C, Tan TL, Bjermer L, Canonica GW, Iwanaga T, Jiménez-Maldonado L, Taube C, Brussino L, Price DB. Association between pre-biologic T2-biomarker combinations and response to biologics in patients with severe asthma. Front Immunol 2024; 15:1361891. [PMID: 38711495 PMCID: PMC11070939 DOI: 10.3389/fimmu.2024.1361891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Accepted: 03/29/2024] [Indexed: 05/08/2024] Open
Abstract
Background To date, studies investigating the association between pre-biologic biomarker levels and post-biologic outcomes have been limited to single biomarkers and assessment of biologic efficacy from structured clinical trials. Aim To elucidate the associations of pre-biologic individual biomarker levels or their combinations with pre-to-post biologic changes in asthma outcomes in real-life. Methods This was a registry-based, cohort study using data from 23 countries, which shared data with the International Severe Asthma Registry (May 2017-February 2023). The investigated biomarkers (highest pre-biologic levels) were immunoglobulin E (IgE), blood eosinophil count (BEC) and fractional exhaled nitric oxide (FeNO). Pre- to approximately 12-month post-biologic change for each of three asthma outcome domains (i.e. exacerbation rate, symptom control and lung function), and the association of this change with pre-biologic biomarkers was investigated for individual and combined biomarkers. Results Overall, 3751 patients initiated biologics and were included in the analysis. No association was found between pre-biologic BEC and pre-to-post biologic change in exacerbation rate for any biologic class. However, higher pre-biologic BEC and FeNO were both associated with greater post-biologic improvement in FEV1 for both anti-IgE and anti-IL5/5R, with a trend for anti-IL4Rα. Mean FEV1 improved by 27-178 mL post-anti-IgE as pre-biologic BEC increased (250 to 1000 cells/µL), and by 43-216 mL and 129-250 mL post-anti-IL5/5R and -anti-IL4Rα, respectively along the same BEC gradient. Corresponding improvements along a FeNO gradient (25-100 ppb) were 41-274 mL, 69-207 mL and 148-224 mL for anti-IgE, anti-IL5/5R, and anti-IL4Rα, respectively. Higher baseline BEC was also associated with lower probability of uncontrolled asthma (OR 0.392; p=0.001) post-biologic for anti-IL5/5R. Pre-biologic IgE was a poor predictor of subsequent pre-to-post-biologic change for all outcomes assessed for all biologics. The combination of BEC + FeNO marginally improved the prediction of post-biologic FEV1 increase (adjusted R2: 0.751), compared to BEC (adjusted R2: 0.747) or FeNO alone (adjusted R2: 0.743) (p=0.005 and <0.001, respectively); however, this prediction was not improved by the addition of IgE. Conclusions The ability of higher baseline BEC, FeNO and their combination to predict biologic-associated lung function improvement may encourage earlier intervention in patients with impaired lung function or at risk of accelerated lung function decline.
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Affiliation(s)
- Celeste M. Porsbjerg
- Department of Respiratory Medicine and Infectious Diseases, Research Unit, Bispebjerg Hospital, Copenhagen, Denmark
| | - John Townend
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Optimum Patient Care Global, Cambridge, United Kingdom
| | - Celine Bergeron
- Department of Medicine, Centre for Lung Health, Vancouver General Hospital, Vancouver, BC, Canada
- Department of Medicine, The University of British Columbia, Vancouver, BC, Canada
| | | | - Gregory P. Katsoulotos
- Woolcock Institute of Medical Research, The University of Sydney, Sydney, NSW, Australia
- School of Medicine, Sydney Campus, The University of Notre Dame, Sydney, NSW, Australia
| | | | - Trung N. Tran
- BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, MD, United States
| | - Riyad Al-Lehebi
- Department of Pulmonology, King Fahad Medical City, Riyadh, Saudi Arabia
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
| | - Sinthia Z. Bosnic-Anticevich
- Woolcock Institute of Medical Research, The University of Sydney, Sydney, NSW, Australia
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - John Busby
- Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, United Kingdom
| | - Mark Hew
- Allergy, Asthma and Clinical Immunology Service, Alfred Health, Melbourne, VIC, Australia
- Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | | | - Nikolaos G. Papadopoulos
- Division of Infection, Immunity and Respiratory Medicine, University of Manchester, Manchester, United Kingdom
- Allergy Department, 2nd Pediatric Clinic, University of Athens, Athens, Greece
| | - Paul E. Pfeffer
- Department of Respiratory Medicine, Barts Health National Health Services (NHS) Trust, London, United Kingdom
- Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | | | - Chin Kook Rhee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Mohsen Sadatsafavi
- Respiratory Evaluation Sciences Program, Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, BC, Canada
| | - Ming-Ju Tsai
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Charlotte Suppli Ulrik
- Department of Respiratory Medicine, Copenhagen ;University Hospital - Hvidovre, Copenhagen, Denmark
| | - Mona Al-Ahmad
- Microbiology Department, College of Medicine, Kuwait University, Kuwait City, Kuwait
- Al-Rashed Allergy Center, Ministry of Health, Kuwait City, Kuwait
| | - Alan Altraja
- Department of Pulmonology, University of Tartu and Lung Clinic, Tartu University Hospital, Tartu, Estonia
| | - Aaron Beastall
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Optimum Patient Care Global, Cambridge, United Kingdom
| | - Lakmini Bulathsinhala
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Optimum Patient Care Global, Cambridge, United Kingdom
| | - Victoria Carter
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Optimum Patient Care Global, Cambridge, United Kingdom
| | - Borja G. Cosio
- Son Espases University Hospital-Institut d’Investigació Sanitària Illes Balears (IdISBa)-Ciberes, Mallorca, Spain
| | - Kirsty Fletton
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Optimum Patient Care Global, Cambridge, United Kingdom
| | - Susanne Hansen
- Respiratory Research Unit, Bispebjerg University Hospital, Copenhagen, Denmark
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
| | - Liam G. Heaney
- Wellcome-Wolfson Institute for Experimental Medicine, Queen’s University Belfast, Belfast, United Kingdom
| | - Richard B. Hubbard
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Optimum Patient Care Global, Cambridge, United Kingdom
- Respiratory Medicine at the School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Piotr Kuna
- Division of Internal Medicine Asthma and Allergy, Medical University of Lodz, Lodz, Poland
| | | | - Tatsuya Nagano
- Division of Respiratory Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Laura Pini
- Department of Clinical and Experimental Sciences – University of Brescia, Spedali Civili di Brescia, Brescia, Italy
| | | | - Florence Schleich
- Centre Hospitalier Universitaire (CHU) Sart-Tilman, GIGA I3, University of Liege, Liège, Belgium
| | - Michael E. Wechsler
- Department of Medicine, National Jewish Health (NJH) Cohen Family Asthma Institute, National Jewish Health, Denver, CO, United States
| | - Rita Amaral
- Department of Women’s and Children’s Health, Uppsala University, Uppsala, Sweden
- CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Arnaud Bourdin
- PhyMedExp, Univ Montpellier, National Center for Scientific Research (CNRS), The National Institute of Health and Medical Research (INSERM), Centre Hospitalier Universitaire (CHU) Montpellier, Montpellier, France
| | - Guy G. Brusselle
- Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium
- Departments of Epidemiology and Respiratory Medicine, Erasmus Medical Center Rotterdam, Rotterdam, Netherlands
| | - Wenjia Chen
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Li Ping Chung
- Department of Respiratory Medicine, Fiona Stanley Hospital, Perth, WA, Australia
| | - Eve Denton
- Allergy, Asthma and Clinical Immunology Service, Alfred Health, Melbourne, VIC, Australia
- Department of Medicine, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Joao A. Fonseca
- CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Flavia Hoyte
- Division of Allergy and Clinical Immunology, Department of Medicine, National Jewish Health, Denver, CO, United States
| | - David J. Jackson
- Guy’s Severe Asthma Centre, Guy’s Hospital, King’s College London, London, United Kingdom
| | - Rohit Katial
- Division of Allergy and Clinical Immunology, Department of Medicine, National Jewish Health, Denver, CO, United States
| | - Bruce J. Kirenga
- Department of Medicine, Lung Institute, Makerere University Lung Institute, Kampala, Uganda
| | - Mariko Siyue Koh
- Department of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore, Singapore
| | | | - Lauri Lehtimäki
- Allergy Centre, Tampere University Hospital, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Mei Fong Liew
- FAST and Chronic Programmes, Alexandra Hospital, National University Health System, Singapore, Singapore
- Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Hospital, National University Health System, Singapore, Singapore
| | - Bassam Mahboub
- Rashid Hospital, Dubai Health Authority (DHA), Dubai, United Arab Emirates
- Dubai Academic and Health Corporation, Dubai, United Arab Emirates
| | - Neil Martin
- BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, MD, United States
- Department of Respiratory Medicine, University of Leicester, Leicester, United Kingdom
| | - Andrew N. Menzies-Gow
- BioPharmaceutical Medical, AstraZeneca, Cambridge, United Kingdom
- Lung Division, Royal Brompton and Harefield Hospital, London, United Kingdom
| | - Pee Hwee Pang
- Department of Respiratory and Critical Care Medicine, Tan Tock Seng Hospital, Singapore, Singapore
| | - Andriana I. Papaioannou
- 2nd Respiratory Medicine Department, National and Kapodistrian University of Athens Medical School, Attikon University Hospital, Athens, Greece
| | - Pujan H. Patel
- Respiratory Medicine, Royal Brompton Hospital, London, United Kingdom
| | - Luis Perez-De-Llano
- Pneumology Service, Lucus Augusti University Hospital, Sergas (Galician Healthcare Service) Integrated Management Structure (EOXI) Lugo, Cervo, Spain
| | - Matthew J. Peters
- Department of Thoracic Medicine, Concord Hospital, Sydney, NSW, Australia
- Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Luisa Ricciardi
- Allergy and Clinical Immunology, G. Martino Hospital, University of Messina, Messina, Italy
| | | | - Ivan Solarte
- Pulmonary Unit, Hospital Universitario San Ignacio, Bogotá, Colombia
- School of Medicine, Pontificia Universidad Javeriana, Bogotá, Colombia
| | - Tunn Ren Tay
- Department of Respiratory and Critical Care Medicine, Changi General Hospital, Singapore, Singapore
| | - Carlos A. Torres-Duque
- Centro Internacional de Investigación en Neumología (CINEUMO), Respiratory Research Center, Fundación Neumológica Colombiana, Bogotá, Colombia
- Universidad de La Sabana, Doctoral Biosciences, Chia, Colombia
| | - Eileen Wang
- Division of Allergy and Clinical Immunology, Department of Medicine, National Jewish Health, Denver, CO, United States
- Division of Allergy and Clinical Immunology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, United States
| | - Martina Zappa
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
| | - John Abisheganaden
- Department of Respiratory and Critical Care Medicine, Tan Tock Seng Hospital, Singapore, Singapore
- Health Services and Outcomes Research, National Healthcare Group, Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Karin Dahl Assing
- Department of Respiratory Medicine, Aalborg University Hospital, Aalborg, Denmark
| | - Richard W. Costello
- Department of Respiratory Medicine, Clinical Research Centre, Smurfit Building Beaumont Hospital, Royal College of Surgeons Ireland (RCSI), Dublin, Ireland
| | - Peter G. Gibson
- Australian Severe Asthma Network, Priority Research Centre for Healthy Lungs, University of Newcastle, Newcastle, NSW, Australia
- Department of Respiratory and Sleep Medicine, Hunter Medical Research Institute, John Hunter Hospital, Newcastle, NSW, Australia
| | - Enrico Heffler
- Personalized Medicine, Asthma and Allergy, Istituto Clinico Humanitas, Humanitas Cancer Center (IRCCS) Humanitas Research Hospital, Rozzano, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
| | - Jorge Máspero
- Clinical Research for Allergy and Respiratory Medicine, CIDEA Foundation, Buenos Aires, Argentina
- University Career of Specialists in Allergy and Clinical Immunology at the Buenos Aires University School of Medicine, Buenos Aires, Argentina
| | - Stefania Nicola
- Allergy and Immunology Unit, L'Azienda Ospedaliera (AO) Ordine Mauriziano di Torino, Turin, Italy
| | - Diahn-Warng Perng (Steve)
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Francesca Puggioni
- Personalized Medicine, Asthma and Allergy, Istituto Clinico Humanitas, Humanitas Cancer Center (IRCCS) Humanitas Research Hospital, Rozzano, Italy
| | - Sundeep Salvi
- Pulmocare Research and Education Foundation, Pune, India
| | - Chau-Chyun Sheu
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | | | - Camille Taillé
- Department of Respiratory Diseases, Bichat Hospital, l'Assistance publique – Hôpitaux de Paris (AP-HP) Nord-Université Paris Cité, Paris, France
| | - Tze Lee Tan
- Department of Family Medicine, National University Health System, Singapore, Singapore
| | - Leif Bjermer
- Respiratory Medicine and Allergology, Department of Clinical Sciences, Skåne University Hospital, Lund University, Lund, Sweden
| | - Giorgio Walter Canonica
- Personalized Medicine, Asthma and Allergy, Istituto Clinico Humanitas, Humanitas Cancer Center (IRCCS) Humanitas Research Hospital, Rozzano, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
| | | | - Libardo Jiménez-Maldonado
- Universidad de La Sabana, Doctoral Biosciences, Chia, Colombia
- Fundación Neumológica Colombiana, ASMAIRE REXPIRA (Atención integral y rehabilitación en asma or Comprehensive Care and Rehabilitation in Asthma) Program, Bogotá, Colombia
| | - Christian Taube
- Department of Pulmonary Medicine, University Medical Center Essen-Ruhrlandklinik, Essen, Germany
| | - Luisa Brussino
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - David B. Price
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Optimum Patient Care Global, Cambridge, United Kingdom
- Centre of Academic Primary Care, Division of Applied Health Sciences, University of Aberdeen, Aberdeen, United Kingdom
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