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Trajectories of vital signs in patients with COVID-19
Marco A F Pimentel1, Oliver C Redfern2, Robert Hatch2
1Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, UK.
Insights
Patients with coronavirus disease 2019 (COVID-19) in UK hospitals showed rapid respiratory failure and hypoxemia, with other vital signs remaining largely normal. This suggests current early warning scores may not effectively identify deteriorating COVID-19 patients.
Area of Science:
- Critical Care Medicine
- Infectious Diseases
- Pulmonary Medicine
Background:
- The COVID-19 pandemic significantly strained UK hospitals, with rapid patient deterioration observed.
- Understanding vital sign changes in hospitalized COVID-19 patients is crucial for effective management.
Purpose of the Study:
- To model and analyze changes in vital signs among patients hospitalized with COVID-19.
- To compare the deterioration patterns of COVID-19 patients with those hospitalized for viral pneumonia.
Main Methods:
- A retrospective observational study comparing COVID-19 patients (CV) with historical viral pneumonia patients (VI).
- Non-linear mixed-effects models were used to analyze vital sign trends preceding critical outcomes.
- A 'novelty score' was developed using vital signs and fraction of inspired oxygen (FiO2) to quantify patient deterioration.
Main Results:
- COVID-19 patients experienced significantly higher in-hospital mortality (26.5% vs 6%) compared to viral pneumonia patients.
- Deteriorating COVID-19 patients developed severe hypoxemia (median FiO2 0.75 vs 0.35) with minimal changes in blood pressure and heart rate.
- The novelty score indicated more rapid deterioration in COVID-19 patients than in the viral pneumonia cohort.
Conclusions:
- Hospitalized COVID-19 patients exhibit rapid respiratory failure with low SpO2 and high FiO2, but stable other vital signs.
- These specific vital sign patterns may challenge the efficacy of standard early warning scores in detecting critical deterioration in COVID-19 patients.
Background:
The global pandemic of coronavirus disease 2019 (COVID-19) has placed a huge strain on UK hospitals. Early studies suggest that patients can deteriorate quickly after admission to hospital. The aim of this study was to model changes in vital signs for patients hospitalised with COVID-19.
Methods:
This was a retrospective observational study of adult patients with COVID-19 admitted to one acute hospital trust in the UK (CV) and a cohort of patients admitted to the same hospital between 2013-2017 with viral pneumonia (VI). The primary outcome was the start of continuous positive airway pressure/non-invasive positive pressure ventilation, ICU admission or death in hospital. We used non-linear mixed-effects models to compare changes in vital sign observations prior to the primary outcome. Using observations and FiO2 measured at discharge in the VI cohort as the model of normality, we also combined individual vital signs into a single novelty score.
Results:
There were 497 cases of COVID-19, of whom 373 had been discharged from hospital. 135 (36.2%) of patients experienced the primary outcome, of whom 99 died in hospital. In-hospital mortality was over 4-times higher in the CV than the VI cohort (26.5% vs 6%). For those patients who experienced the primary outcome, CV patients became increasingly hypoxaemic, with a median estimated FiO2 (0.75) higher than that of the VI cohort (estimated FiO2 of 0.35). Prior to the primary outcome, blood pressure remained within normal range, and there was only a small rise in heart rate. The novelty score showed that patients with COVID-19 deteriorated more rapidly that patients with viral pneumonia.
Conclusions:
Patients with COVID-19 who deteriorate in hospital experience rapidly-worsening respiratory failure, with low SpO2 and high FiO2, but only minor abnormalities in other vital signs. This has potential implications for the ability of early warning scores to identify deteriorating patients.
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