Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK. Asthma UK Centre for Applied Research, Queen Mary University of London, London, UK. Jane Symons Media, London, UK. Clinical Biochemistry Department, Black Country Pathology Services, City Hospital, Birmingham, UK. Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK. Population Data Science, Swansea University Medical School, Swansea, UK. Health Data Research UK BREATHE Hub, Swansea University, Swansea, UK. Asthma UK Centre for Applied Research, University of Edinburgh, Edinburgh, UK. Centre for Public Health (NI), Queen's University Belfast, Belfast, UK. Health Data Research UK BREATHE Hub, Queen Mary University of London, London, UK. Usher Institute, University of Edinburgh, Edinburgh, UK. Health Data Research UK BREATHE Hub, University of Edinburgh, Edinburgh, UK. Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK a.martineau@qmul.ac.uk.