title: The ability of a novel algorithm for automatic estimation of the respiratory variations in arterial pulse pressure to monitor fluid responsiveness in the operating room.
abstract: BACKGROUND
  Respiratory variations in arterial pulse pressure (deltaPP(man)) are accurate predictors of fluid responsiveness in mechanically ventilated patients. However, they cannot be continuously monitored. In our study, we assessed the clinical utility of a novel algorithm for automatic estimation of deltaPP (deltaPP(auto)).
  
  
  METHODS
  We studied 25 patients referred for coronary artery bypass grafting. DeltaPP(auto) was continuously displayed using a method based on automatic detection algorithms, kernel smoothing, and rank-order filters. All patients were under general anesthesia, mechanical ventilation, and were also monitored with a pulmonary artery catheter. DeltaPP(man) and deltaPP(auto) were recorded simultaneously at eight steps during surgery including before and after intravascular volume expansion (500 mL hetastarch). Responders to volume expansion were defined as patients whose cardiac index increased by more than 15% after volume expansion.
  
  
  RESULTS
  Agreement between deltaPP(man) and deltaPP(auto) over the 200 pairs of collected data was 0.7% +/- 3.4% (mean bias +/- SD). Seventeen patients were responders to volume expansion. A threshold deltaPP(man) value of 12% allowed discrimination of responders to volume expansion with a sensitivity of 88% and a specificity of 100%. A threshold deltaPP(auto) value of 10% allowed discrimination of responders to volume expansion with a sensitivity of 82% and a specificity of 88%.
  
  
  CONCLUSIONS
  DeltaPP(auto) is strongly correlated to deltaPP(man) is an accurate predictor of fluid responsiveness, and allows continuous monitoring of deltaPP. This novel algorithm has potential clinical applications.
authors: Hospices Civils de Lyon, Department of Anesthesiology and Intensive Care, Louis Pradel Hospital, Claude Bernard Lyon 1 university, Lyon, France. maxime_cannesson@hotmail.com
authors: Maxime
authors: M
authors: Cannesson
authors: Juliette
authors: J
authors: Slieker
authors: Olivier
authors: O
authors: Desebbe
authors: Christian
authors: C
authors: Bauer
authors: Pascal
authors: P
authors: Chiari
authors: Roland
authors: R
authors: Hénaine
authors: Jean-Jacques
authors: JJ
authors: Lehot
mesh_terms: D000465:Algorithms; D001158:Arteries; D002302:Cardiac Output; D001026:Coronary Artery Bypass; D006801:Humans; D016343:Monitoring, Intraoperative / Q000379:methods*; D009873:Operating Rooms; D011652:Pulmonary Circulation / Q000502:physiology*; D011674:Pulse; D015656:Respiratory Mechanics / Q000502:physiology*; D013318:Stroke Volume