Researchers at Royal Papworth Hospital NHS Foundation Trust will receive £3.4 million to fund new UK-wide trials investigating if machine-learning technology can transform how people living with chronic respiratory conditions manage their health.
Previous studies have shown it has the potential to improve health and spot signs of lung infections days before symptoms appear, avoiding admissions to hospital. The team, led by Professor Andres Floto (Royal Papworth Hospital and the University of Cambridge), will examine the impact of home monitoring and machine-learning decision support algorithms for people with cystic fibrosis (CF) and non-CF bronchiectasis (NCFB).
The team has previously completed a multicentre UK-wide feasibility study (SmartCare CF) which demonstrated the potential benefits of home monitoring in CF. From that, the team ran a clinical implementation programme (Project Breathe), introducing home monitoring into routine clinical care in four CF centres in the UK and Ontario, Canada.
Research participants were provided with equipment - such as a FitBit, pulse oximeter, spirometer and electronic scales - to measure key indicators such as blood oxygen levels, lung function, weight, sleep and temperature every day, and then upload the results via a software platform (Breathe RM).
Data scientists from the University of Cambridge and Microsoft Research have now used this anonymised home monitoring data to train machine-learning algorithms to predict future health deteriorations 10 days earlier than currently possible. This would allow clinicians to begin treating patients sooner to potentially head off serious, lung damaging infections.
The researchers will receive £1.9m from medical research charity LifeArc and £1.5m from the National Institute for Health and Care Research to test the artificial intelligence technology at scale in a clinical trial.
They will explore the application of novel sensors to monitor health at home and to test the feasibility of home monitoring for patients with NCFB.
Starting in early 2023, the programme, which has been co-developed by people with direct experience of CF and NCFB, will enrol up to 500 adults with CF and NCFB across the UK. The team will receive advice and support from LifeArc to develop the technology to commercial standard so it can be made available to patients worldwide. If proven to be effective at scale, the technology could transform the lives of patients and deliver substantial cost and time savings for the NHS.
Professor Floto, Honorary Consultant at the Cambridge Centre for Lung Infection at Royal Papworth Hospital, said: “These studies are incredibly exciting. They have the potential to provide both immediate and long-term benefits to people living with chronic and debilitating lung conditions.
“It is a unique opportunity to empower people to take control of their own health and reduce the impact the disease has on their daily life, in turn improving their quality of care and saving time and money for the NHS.”
Dr Catherine Kettleborough, who leads the LifeArc Chronic Respiratory Infection Translational Challenge, said: “LifeArc drives scientific innovation so patients can benefit from medical breakthroughs sooner. In November, we will launch the LifeArc Chronic Respiratory Infection Translational Challenge to help develop new tests and treatments for people living with bronchiectasis and cystic fibrosis. Our goal is to help people with BE and CF live longer with improved quality of life by breaking the vicious cycle of infection, inflammation and permanent damage.
“This new technology has the potential to transform how people living with chronic lung conditions like BE and CF monitor and manage their condition. By detecting infections before symptoms appear, this technology could enable patients to start treatment earlier before they become seriously unwell, avoiding unnecessary hospital admissions and massive disruption to their lives.”
Patients who have participated in the SmartCare CF and Project Breathe pilot studies during the past decade have shown widespread enthusiasm for these approaches to changing care delivery and how it helps them feel empowered.
“Self-monitoring my health through Project Breathe has helped me pick up signs of exacerbations more quickly, meaning problems have been intercepted earlier,” said Sammie Read, from Stowmarket, Suffolk. “This has given me a better quality of life as I do not need to be admitted as an inpatient for intravenous antibiotics as often.”
