Bookmarks
Characterisation of hospitalised COPD exacerbations using real world data
Population Size
14,852
People
Years
2018 - 2020
Associated BioSamples
None/not available
Geographic coverage
United Kingdom
England
Lead time
Not applicable
Summary
Documentation
Chronic respiratory diseases remain one of the leading causes of death from non-communicable disease, with the majority of deaths due to Chronic Obstructive Pulmonary Disease (COPD). COPD presents a significant healthcare burden and is detrimental to quality of life. Currently, there are no disease modifying treatments.
Further to the burden of stable COPD, patients experience acute exacerbations (AECOPD), defined as an acute worsening of symptoms which requires a change in treatment. These are important events, associated with increased mortality, morbidity and long-term health impacts. Patients who exacerbate frequently are more likely to have a faster decline in lung function, have a lower quality of life and experience adverse cardiovascular events. Whilst there are therapies to reduce exacerbation frequency and treat the acute event, options have limited efficacy and have not changed in overall drug class for many years.
Exacerbations are defined by the severity of the symptoms and the treatments involved – so a severe exacerbation is one which requires hospitalisation. However, in our ageing and increasingly frail population, hospitalisation can be required for even a minor event, if a person is already struggling to cope at home.
PIONEER geography The West Midlands (WM) has a population of 5.9 million & includes a diverse ethnic & socio-economic mix.
EHR. UHB is one of the largest NHS Trusts in England, providing direct acute services & specialist care across four hospital sites, with 2.2 million patient episodes per year, 2750 beds & an expanded 250 ITU bed capacity during COVID. UHB runs a fully electronic healthcare record (EHR) (PICS Birmingham Systems), a shared primary & secondary care record (Your Care Connected) & a patient portal “My Health”.
Scope: All hospitalised patients admitted to UHB between January 2018 to January 2020 curated to focus on COPD exacerbations. Longitudinal & individually linked, so that the preceding & subsequent health journey can be mapped & healthcare utilisation prior to & after admission understood. The dataset includes highly granular patient demographics & co-morbidities taken from ICD-10 & SNOMED-CT codes. Serial, structured data pertaining to acute care process (timings, staff grades, specialty review, wards), presenting complaint, acuity, all physiology readings (pulse, blood pressure, respiratory rate, oxygen saturations), all blood results, imaging reports, all prescribed & administered treatments (fluids, blood products, procedures), all outcomes.
Available supplementary data: Matched controls ambulance, synthetic data, differing time periods including/excluding COVID-19 pandemic periods.
Available supplementary support: Analytics, Model build, validation & refinement A.I. Data partner support for ETL (extract, transform & load) process, Clinical expertise, Patient & end-user access, Purchaser access, Regulatory requirements, Data-driven trials, “fast screen” services.
Keywords
Observations
Observed Node | Disambiguating Description | Measured Value | Measured Property | Observation Date |
---|---|---|---|---|
Persons | 14,852 Spells of hospitalised COPD exacerbations | 14852 | Count | 26 May 2021 |
Provenance
Structural Metadata
Details
08/10/2024
26/05/2021
Coverage
01/01/2018
01/01/2020
Accessibility
Data Access Request
Trusted Research Environments (TRE) are built using Microsoft Azure services and hosted in the UK to provide research teams a safe, secure and agile environment which allows users to quickly analyse, interpret and form an enriched view of primary care information through a range of integrated datasets.
Health data collated from multiple sources is ingested into a secure data lake which will then allow subsets of data to be made available to research teams on approval of a data request. Once approved a customer specific TRE is made available with a standard set of leading analytical tools from Microsoft including Azure Databricks, Azure Machine Learning, Azure SQL and Azure Synapse (for large-scale data warehouses). Specific tools can be provided at an additional cost over the standard platform data access charge and the PIONEER team will work with you to determine your exact needs.
Access to the TRE is managed using the latest virtual desktop technology to provide a safe and secure end-user experience. By utilising leading edge design PIONEER are able to create TREs rapidly to enable us to service any customer requirement.