Frontiers in Immunology (Apr 2024)
Association between pre-biologic T2-biomarker combinations and response to biologics in patients with severe asthma
- Celeste M. Porsbjerg,
- John Townend,
- John Townend,
- Celine Bergeron,
- Celine Bergeron,
- George C. Christoff,
- Gregory P. Katsoulotos,
- Gregory P. Katsoulotos,
- Désirée Larenas-Linnemann,
- Trung N. Tran,
- Riyad Al-Lehebi,
- Riyad Al-Lehebi,
- Sinthia Z. Bosnic-Anticevich,
- Sinthia Z. Bosnic-Anticevich,
- John Busby,
- Mark Hew,
- Mark Hew,
- Konstantinos Kostikas,
- Nikolaos G. Papadopoulos,
- Nikolaos G. Papadopoulos,
- Paul E. Pfeffer,
- Paul E. Pfeffer,
- Todor A. Popov,
- Chin Kook Rhee,
- Mohsen Sadatsafavi,
- Ming-Ju Tsai,
- Ming-Ju Tsai,
- Charlotte Suppli Ulrik,
- Mona Al-Ahmad,
- Mona Al-Ahmad,
- Alan Altraja,
- Aaron Beastall,
- Aaron Beastall,
- Lakmini Bulathsinhala,
- Lakmini Bulathsinhala,
- Victoria Carter,
- Victoria Carter,
- Borja G. Cosio,
- Kirsty Fletton,
- Kirsty Fletton,
- Susanne Hansen,
- Susanne Hansen,
- Liam G. Heaney,
- Richard B. Hubbard,
- Richard B. Hubbard,
- Richard B. Hubbard,
- Piotr Kuna,
- Ruth B. Murray,
- Tatsuya Nagano,
- Laura Pini,
- Diana Jimena Cano Rosales,
- Florence Schleich,
- Michael E. Wechsler,
- Rita Amaral,
- Rita Amaral,
- Arnaud Bourdin,
- Guy G. Brusselle,
- Guy G. Brusselle,
- Wenjia Chen,
- Li Ping Chung,
- Eve Denton,
- Eve Denton,
- Joao A. Fonseca,
- Flavia Hoyte,
- David J. Jackson,
- Rohit Katial,
- Bruce J. Kirenga,
- Mariko Siyue Koh,
- Agnieszka Ławkiedraj,
- Lauri Lehtimäki,
- Lauri Lehtimäki,
- Mei Fong Liew,
- Mei Fong Liew,
- Bassam Mahboub,
- Bassam Mahboub,
- Neil Martin,
- Neil Martin,
- Andrew N. Menzies-Gow,
- Andrew N. Menzies-Gow,
- Pee Hwee Pang,
- Andriana I. Papaioannou,
- Pujan H. Patel,
- Luis Perez-De-Llano,
- Matthew J. Peters,
- Matthew J. Peters,
- Luisa Ricciardi,
- Bellanid Rodríguez-Cáceres,
- Ivan Solarte,
- Ivan Solarte,
- Tunn Ren Tay,
- Carlos A. Torres-Duque,
- Carlos A. Torres-Duque,
- Eileen Wang,
- Eileen Wang,
- Martina Zappa,
- John Abisheganaden,
- John Abisheganaden,
- John Abisheganaden,
- Karin Dahl Assing,
- Richard W. Costello,
- Peter G. Gibson,
- Peter G. Gibson,
- Enrico Heffler,
- Enrico Heffler,
- Jorge Máspero,
- Jorge Máspero,
- Stefania Nicola,
- Diahn-Warng Perng (Steve),
- Diahn-Warng Perng (Steve),
- Francesca Puggioni,
- Sundeep Salvi,
- Chau-Chyun Sheu,
- Chau-Chyun Sheu,
- Concetta Sirena,
- Camille Taillé,
- Tze Lee Tan,
- Leif Bjermer,
- Giorgio Walter Canonica,
- Giorgio Walter Canonica,
- Takashi Iwanaga,
- Libardo Jiménez-Maldonado,
- Libardo Jiménez-Maldonado,
- Christian Taube,
- Luisa Brussino,
- David B. Price,
- David B. Price,
- David B. Price
Affiliations
- 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
- John Townend
- Optimum Patient Care Global, Cambridge, United Kingdom
- Celine Bergeron
- Department of Medicine, Centre for Lung Health, Vancouver General Hospital, Vancouver, BC, Canada
- Celine Bergeron
- Department of Medicine, The University of British Columbia, Vancouver, BC, Canada
- George C. Christoff
- Faculty of Public Health, Medical University, Sofia, Bulgaria
- Gregory P. Katsoulotos
- Woolcock Institute of Medical Research, The University of Sydney, Sydney, NSW, Australia
- Gregory P. Katsoulotos
- School of Medicine, Sydney Campus, The University of Notre Dame, Sydney, NSW, Australia
- Désirée Larenas-Linnemann
- Centro de Excelencia en Asma y Alergia, Hospital Médica Sur, Ciudad de México, Mexico
- Trung N. Tran
- 0BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, MD, United States
- Riyad Al-Lehebi
- 1Department of Pulmonology, King Fahad Medical City, Riyadh, Saudi Arabia
- Riyad Al-Lehebi
- 2College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
- Sinthia Z. Bosnic-Anticevich
- Woolcock Institute of Medical Research, The University of Sydney, Sydney, NSW, Australia
- Sinthia Z. Bosnic-Anticevich
- 3Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
- John Busby
- 4Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, United Kingdom
- Mark Hew
- 5Allergy, Asthma and Clinical Immunology Service, Alfred Health, Melbourne, VIC, Australia
- Mark Hew
- 6Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Konstantinos Kostikas
- 7Respiratory Medicine Department, University of Ioannina, Ioannina, Greece
- Nikolaos G. Papadopoulos
- 8Division of Infection, Immunity and Respiratory Medicine, University of Manchester, Manchester, United Kingdom
- Nikolaos G. Papadopoulos
- 9Allergy Department, 2nd Pediatric Clinic, University of Athens, Athens, Greece
- Paul E. Pfeffer
- 0Department of Respiratory Medicine, Barts Health National Health Services (NHS) Trust, London, United Kingdom
- Paul E. Pfeffer
- 1Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
- Todor A. Popov
- 2University Hospital St. Ivan Rilski, Sofia, Bulgaria
- Chin Kook Rhee
- 3Division 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
- 4Respiratory Evaluation Sciences Program, Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, BC, Canada
- Ming-Ju Tsai
- 5Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Ming-Ju Tsai
- 6Department of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Charlotte Suppli Ulrik
- 7Department of Respiratory Medicine, Copenhagen ;University Hospital - Hvidovre, Copenhagen, Denmark
- Mona Al-Ahmad
- 8Microbiology Department, College of Medicine, Kuwait University, Kuwait City, Kuwait
- Mona Al-Ahmad
- 9Al-Rashed Allergy Center, Ministry of Health, Kuwait City, Kuwait
- Alan Altraja
- 0Department of Pulmonology, University of Tartu and Lung Clinic, Tartu University Hospital, Tartu, Estonia
- Aaron Beastall
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Aaron Beastall
- Optimum Patient Care Global, Cambridge, United Kingdom
- Lakmini Bulathsinhala
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Lakmini Bulathsinhala
- Optimum Patient Care Global, Cambridge, United Kingdom
- Victoria Carter
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Victoria Carter
- Optimum Patient Care Global, Cambridge, United Kingdom
- Borja G. Cosio
- 1Son Espases University Hospital-Institut d’Investigació Sanitària Illes Balears (IdISBa)-Ciberes, Mallorca, Spain
- Kirsty Fletton
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Kirsty Fletton
- Optimum Patient Care Global, Cambridge, United Kingdom
- Susanne Hansen
- 2Respiratory Research Unit, Bispebjerg University Hospital, Copenhagen, Denmark
- Susanne Hansen
- 3Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
- Liam G. Heaney
- 4Wellcome-Wolfson Institute for Experimental Medicine, Queen’s University Belfast, Belfast, United Kingdom
- Richard B. Hubbard
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Richard B. Hubbard
- Optimum Patient Care Global, Cambridge, United Kingdom
- Richard B. Hubbard
- 5Respiratory Medicine at the School of Medicine, University of Nottingham, Nottingham, United Kingdom
- Piotr Kuna
- 6Division of Internal Medicine Asthma and Allergy, Medical University of Lodz, Lodz, Poland
- Ruth B. Murray
- Optimum Patient Care Global, Cambridge, United Kingdom
- Tatsuya Nagano
- 7Division of Respiratory Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Japan
- Laura Pini
- 8Department of Clinical and Experimental Sciences – University of Brescia, Spedali Civili di Brescia, Brescia, Italy
- Diana Jimena Cano Rosales
- 9Instituto Neumológico del Oriente, Bucaramanga, Colombia
- Florence Schleich
- 0Centre Hospitalier Universitaire (CHU) Sart-Tilman, GIGA I3, University of Liege, Liège, Belgium
- Michael E. Wechsler
- 1Department of Medicine, National Jewish Health (NJH) Cohen Family Asthma Institute, National Jewish Health, Denver, CO, United States
- Rita Amaral
- 2Department of Women’s and Children’s Health, Uppsala University, Uppsala, Sweden
- Rita Amaral
- 3CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
- Arnaud Bourdin
- 4PhyMedExp, 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
- 5Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium
- Guy G. Brusselle
- 6Departments of Epidemiology and Respiratory Medicine, Erasmus Medical Center Rotterdam, Rotterdam, Netherlands
- Wenjia Chen
- 7Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
- Li Ping Chung
- 8Department of Respiratory Medicine, Fiona Stanley Hospital, Perth, WA, Australia
- Eve Denton
- 5Allergy, Asthma and Clinical Immunology Service, Alfred Health, Melbourne, VIC, Australia
- Eve Denton
- 9Department of Medicine, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Joao A. Fonseca
- 3CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
- Flavia Hoyte
- 0Division of Allergy and Clinical Immunology, Department of Medicine, National Jewish Health, Denver, CO, United States
- David J. Jackson
- 1Guy’s Severe Asthma Centre, Guy’s Hospital, King’s College London, London, United Kingdom
- Rohit Katial
- 0Division of Allergy and Clinical Immunology, Department of Medicine, National Jewish Health, Denver, CO, United States
- Bruce J. Kirenga
- 2Department of Medicine, Lung Institute, Makerere University Lung Institute, Kampala, Uganda
- Mariko Siyue Koh
- 3Department of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore, Singapore
- Agnieszka Ławkiedraj
- 4Medical University of Lodz, Lodz, Poland
- Lauri Lehtimäki
- 5Allergy Centre, Tampere University Hospital, Tampere, Finland
- Lauri Lehtimäki
- 6Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Mei Fong Liew
- 7FAST and Chronic Programmes, Alexandra Hospital, National University Health System, Singapore, Singapore
- Mei Fong Liew
- 8Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Hospital, National University Health System, Singapore, Singapore
- Bassam Mahboub
- 9Rashid Hospital, Dubai Health Authority (DHA), Dubai, United Arab Emirates
- Bassam Mahboub
- 0Dubai Academic and Health Corporation, Dubai, United Arab Emirates
- Neil Martin
- 0BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, MD, United States
- Neil Martin
- 1Department of Respiratory Medicine, University of Leicester, Leicester, United Kingdom
- Andrew N. Menzies-Gow
- 2BioPharmaceutical Medical, AstraZeneca, Cambridge, United Kingdom
- Andrew N. Menzies-Gow
- 3Lung Division, Royal Brompton and Harefield Hospital, London, United Kingdom
- Pee Hwee Pang
- 4Department of Respiratory and Critical Care Medicine, Tan Tock Seng Hospital, Singapore, Singapore
- Andriana I. Papaioannou
- 52nd Respiratory Medicine Department, National and Kapodistrian University of Athens Medical School, Attikon University Hospital, Athens, Greece
- Pujan H. Patel
- 6Respiratory Medicine, Royal Brompton Hospital, London, United Kingdom
- Luis Perez-De-Llano
- 7Pneumology Service, Lucus Augusti University Hospital, Sergas (Galician Healthcare Service) Integrated Management Structure (EOXI) Lugo, Cervo, Spain
- Matthew J. Peters
- 8Department of Thoracic Medicine, Concord Hospital, Sydney, NSW, Australia
- Matthew J. Peters
- 9Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
- Luisa Ricciardi
- 0Allergy and Clinical Immunology, G. Martino Hospital, University of Messina, Messina, Italy
- Bellanid Rodríguez-Cáceres
- 9Instituto Neumológico del Oriente, Bucaramanga, Colombia
- Ivan Solarte
- 1Pulmonary Unit, Hospital Universitario San Ignacio, Bogotá, Colombia
- Ivan Solarte
- 2School of Medicine, Pontificia Universidad Javeriana, Bogotá, Colombia
- Tunn Ren Tay
- 3Department of Respiratory and Critical Care Medicine, Changi General Hospital, Singapore, Singapore
- Carlos A. Torres-Duque
- 4Centro Internacional de Investigación en Neumología (CINEUMO), Respiratory Research Center, Fundación Neumológica Colombiana, Bogotá, Colombia
- Carlos A. Torres-Duque
- 5Universidad de La Sabana, Doctoral Biosciences, Chia, Colombia
- Eileen Wang
- 0Division of Allergy and Clinical Immunology, Department of Medicine, National Jewish Health, Denver, CO, United States
- Eileen Wang
- 6Division of Allergy and Clinical Immunology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, United States
- Martina Zappa
- 7Department of Medicine and Surgery, University of Insubria, Varese, Italy
- John Abisheganaden
- 4Department of Respiratory and Critical Care Medicine, Tan Tock Seng Hospital, Singapore, Singapore
- John Abisheganaden
- 8Health Services and Outcomes Research, National Healthcare Group, Singapore, Singapore
- John Abisheganaden
- 9Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Karin Dahl Assing
- 0Department of Respiratory Medicine, Aalborg University Hospital, Aalborg, Denmark
- Richard W. Costello
- 1Department of Respiratory Medicine, Clinical Research Centre, Smurfit Building Beaumont Hospital, Royal College of Surgeons Ireland (RCSI), Dublin, Ireland
- Peter G. Gibson
- 2Australian Severe Asthma Network, Priority Research Centre for Healthy Lungs, University of Newcastle, Newcastle, NSW, Australia
- Peter G. Gibson
- 3Department of Respiratory and Sleep Medicine, Hunter Medical Research Institute, John Hunter Hospital, Newcastle, NSW, Australia
- Enrico Heffler
- 4Personalized Medicine, Asthma and Allergy, Istituto Clinico Humanitas, Humanitas Cancer Center (IRCCS) Humanitas Research Hospital, Rozzano, Italy
- Enrico Heffler
- 5Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Jorge Máspero
- 6Clinical Research for Allergy and Respiratory Medicine, CIDEA Foundation, Buenos Aires, Argentina
- Jorge Máspero
- 7University Career of Specialists in Allergy and Clinical Immunology at the Buenos Aires University School of Medicine, Buenos Aires, Argentina
- Stefania Nicola
- 8Allergy and Immunology Unit, L'Azienda Ospedaliera (AO) Ordine Mauriziano di Torino, Turin, Italy
- Diahn-Warng Perng (Steve)
- 9School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Diahn-Warng Perng (Steve)
- 0Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- Francesca Puggioni
- 4Personalized Medicine, Asthma and Allergy, Istituto Clinico Humanitas, Humanitas Cancer Center (IRCCS) Humanitas Research Hospital, Rozzano, Italy
- Sundeep Salvi
- 1Pulmocare Research and Education Foundation, Pune, India
- Chau-Chyun Sheu
- 5Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Chau-Chyun Sheu
- 6Department of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Concetta Sirena
- 2Severe Asthma Network Italy (SANI), Milano, Italy
- Camille Taillé
- 3Department of Respiratory Diseases, Bichat Hospital, l'Assistance publique – Hôpitaux de Paris (AP-HP) Nord-Université Paris Cité, Paris, France
- Tze Lee Tan
- 4Department of Family Medicine, National University Health System, Singapore, Singapore
- Leif Bjermer
- 5Respiratory Medicine and Allergology, Department of Clinical Sciences, Skåne University Hospital, Lund University, Lund, Sweden
- Giorgio Walter Canonica
- 4Personalized Medicine, Asthma and Allergy, Istituto Clinico Humanitas, Humanitas Cancer Center (IRCCS) Humanitas Research Hospital, Rozzano, Italy
- Giorgio Walter Canonica
- 5Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Takashi Iwanaga
- 6Kindai University Hospital, Osakasayama, Japan
- Libardo Jiménez-Maldonado
- 7Fundación Neumológica Colombiana, ASMAIRE REXPIRA (Atención integral y rehabilitación en asma or Comprehensive Care and Rehabilitation in Asthma) Program, Bogotá, Colombia
- Libardo Jiménez-Maldonado
- 5Universidad de La Sabana, Doctoral Biosciences, Chia, Colombia
- Christian Taube
- 8Department of Pulmonary Medicine, University Medical Center Essen-Ruhrlandklinik, Essen, Germany
- Luisa Brussino
- 9Department of Medical Sciences, University of Turin, Turin, Italy
- David B. Price
- Observational and Pragmatic Research Institute, Singapore, Singapore
- David B. Price
- Optimum Patient Care Global, Cambridge, United Kingdom
- David B. Price
- 00Centre of Academic Primary Care, Division of Applied Health Sciences, University of Aberdeen, Aberdeen, United Kingdom
- DOI
- https://doi.org/10.3389/fimmu.2024.1361891
- Journal volume & issue
-
Vol. 15
Abstract
BackgroundTo 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.AimTo elucidate the associations of pre-biologic individual biomarker levels or their combinations with pre-to-post biologic changes in asthma outcomes in real-life.MethodsThis 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.ResultsOverall, 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.ConclusionsThe 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.
Keywords