RT Journal Article SR Electronic T1 Titration of Ventilator Settings to Target Driving Pressure and Mechanical Power JF Respiratory Care FD American Association for Respiratory Care SP respcare.10258 DO 10.4187/respcare.10258 A1 Elias N Baedorf Kassis A1 Stephanie Hu A1 MingYu Lu A1 Alistair E W Johnson A1 Somnath Bose A1 Maximilian S Schaefer A1 Daniel S Talmor A1 Li-Wei H Lehman A1 Zach S Shahn YR 2022 UL http://rc.rcjournal.com/content/early/2022/11/08/respcare.10258.abstract AB BACKGROUND: Driving pressure (ΔP) and mechanical power (MP) may be important mediators of lung injury in ARDS; however, there is little evidence for strategies directed at lowering these parameters. We applied predictive modeling to estimate the effects of modifying ventilator parameters on ΔP and MP.METHODS: Two thousand six hundred twenty-two subjects with ARDS (Berlin criteria) from the Medical Information Mart for Intensive Care IV version 1.0 database admitted to the ICU at Beth Israel Deaconess Medical Center between 2008–2019 were included. Flexible confounding-adjusted regression models for time-varying data were fit to estimate the effects of adjusting PEEP and tidal volume (VT) on ΔP and adjusting VT and breathing frequency (f) on MP.RESULTS: Reduction in VT reduced ΔP and MP, with more pronounced effect on MP with lower compliance. Strategies reducing f consistently increased MP (when VT was adjusted to maintain consistent minute ventilation). Adjustment of PEEP yielded a U-shaped effect on ΔP.CONCLUSIONS: This novel conditional modeling confirmed expected response patterns for ΔP, with the response to adjustments depending on subjects’ lung mechanics. Furthermore, a VT-driven approach should be favored over an f-driven approach when aiming to reduce MP.