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.

Resuscitation
|September 12, 2020
PubMed

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.
Abstract

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