Critical Care Explorations (Mar 2023)

Driving Pressure, Elastance, and Outcomes in a Real-World Setting: A Bi-Center Analysis of Electronic Health Record Data

  • Andrew J. Goodwin, MD, MSCR,
  • Daniel L. Brinton, PhD,
  • Charles Terry, MD, MSCR,
  • George Carter, MD,
  • D. Clark Files, MD,
  • Katie Kirchoff, MS,
  • Dee W. Ford, MD, MSCR,
  • Annie N. Simpson, PhD

DOI
https://doi.org/10.1097/CCE.0000000000000877
Journal volume & issue
Vol. 5, no. 3
p. e0877

Abstract

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OBJECTIVES:. Emerging evidence suggests the potential importance of inspiratory driving pressure (DP) and respiratory system elastance (ERS) on outcomes among patients with the acute respiratory distress syndrome. Their association with outcomes among heterogeneous populations outside of a controlled clinical trial is underexplored. We used electronic health record (EHR) data to characterize the associations of DP and ERS with clinical outcomes in a real-world heterogenous population. DESIGN:. Observational cohort study. SETTING:. Fourteen ICUs in two quaternary academic medical centers. PATIENTS:. Adult patients who received mechanical ventilation for more than 48 hours and less than 30 days. INTERVENTIONS:. None. MEASUREMENTS AND MAIN RESULTS:. EHR data from 4,233 ventilated patients from 2016 to 2018 were extracted, harmonized, and merged. A minority of the analytic cohort (37%) experienced a Pao2/Fio2 of less than 300. A time-weighted mean exposure was calculated for ventilatory variables including tidal volume (VT), plateau pressures (PPLAT), DP, and ERS. Lung-protective ventilation adherence was high (94% with VT 15 cm H2O) was associated with increased adjusted risk of mortality and reduced adjusted ventilator-free days independent of adherence to lung-protective ventilation. Similarly, exposure to time-weighted mean ERS greater than 2 cm H2O/(mL/kg) was associated with increased adjusted risk of mortality. CONCLUSIONS:. Elevated DP and ERS are associated with increased risk of mortality among ventilated patients independent of severity of illness or oxygenation impairment. EHR data can enable assessment of time-weighted ventilator variables and their association with clinical outcomes in a multicenter real-world setting.