An open-loop, physiological model based decision support system can reduce pressure support while acting to preserve respiratory muscle function

Savino Spadaro, Dan Stieper Karbing, Francesca Dalla Corte, Tommaso Mauri, Federico Moro, Antonio Gioia, Carlo Alberto Volta, Stephen Edward Rees

Research output: Contribution to journalArticle

Abstract

Purpose: To assess whether a clinical decision support system (CDSS) suggests PS and FIO2 maintaining appropriate breathing effort, and minimizing FIO2. Materials: Prospective, cross-over study in PS ventilated ICU patients. Over support (150% baseline) and under support (50% baseline) were applied by changing PS (15 patients) or PEEP (8 patients). CDSS advice was followed. Tension time index of inspiratory muscles (TTies), respiratory and metabolic variables were measured. Results: PS over support (median 8.0 to 12.0 cmH2O) reduced respiratory muscle activity (TTies 0.090 ± 0.028 to 0.049 ± 0.030; p <.01), and tended to increase tidal volume (VT: 8.6 ± 3.0 to 10.1 ± 2.9 ml/kg; p =.08). CDSS advice reduced PS (6.0 cmH2O, p =.005), increased TTies (0.076 ± 0.038, p <.01), and tended to reduce VT (8.9 ± 2.4 ml/kg, p =.08). PS under support (12.0 to 4.0 cmH2O) slightly increased respiratory muscle activity, (TTies to 0.120 ± 0.044; p =.007) with no significant CDSS advice. CDSS advice reduced FIO2 by 12–14% (p =.005), resulting in median SpO2 = 96% (p <.02). PEEP changes did not result in changes in physiological variables, or CDSS advice. Conclusion: The CDSS advised on low values of PS often not prohibiting extubation, while acting to preserve respiratory muscle function and preventing passive lung inflation. CDSS advice minimized FIO2 maintaining SpO2 at safe and beneficial values.

Original languageEnglish
Pages (from-to)407-413
Number of pages7
JournalJournal of Critical Care
Volume48
DOIs
Publication statusPublished - Dec 1 2018

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Clinical Decision Support Systems
Respiratory Muscles
Decision Support Techniques
Pressure
Tidal Volume
Economic Inflation
Cross-Over Studies
Respiration
Lung

Keywords

  • Clinical decision support
  • Esophageal pressure
  • Mechanical ventilation
  • Physiological models
  • Pressure support

ASJC Scopus subject areas

  • Critical Care and Intensive Care Medicine

Cite this

An open-loop, physiological model based decision support system can reduce pressure support while acting to preserve respiratory muscle function. / Spadaro, Savino; Karbing, Dan Stieper; Dalla Corte, Francesca; Mauri, Tommaso; Moro, Federico; Gioia, Antonio; Volta, Carlo Alberto; Rees, Stephen Edward.

In: Journal of Critical Care, Vol. 48, 01.12.2018, p. 407-413.

Research output: Contribution to journalArticle

Spadaro, Savino ; Karbing, Dan Stieper ; Dalla Corte, Francesca ; Mauri, Tommaso ; Moro, Federico ; Gioia, Antonio ; Volta, Carlo Alberto ; Rees, Stephen Edward. / An open-loop, physiological model based decision support system can reduce pressure support while acting to preserve respiratory muscle function. In: Journal of Critical Care. 2018 ; Vol. 48. pp. 407-413.
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abstract = "Purpose: To assess whether a clinical decision support system (CDSS) suggests PS and FIO2 maintaining appropriate breathing effort, and minimizing FIO2. Materials: Prospective, cross-over study in PS ventilated ICU patients. Over support (150{\%} baseline) and under support (50{\%} baseline) were applied by changing PS (15 patients) or PEEP (8 patients). CDSS advice was followed. Tension time index of inspiratory muscles (TTies), respiratory and metabolic variables were measured. Results: PS over support (median 8.0 to 12.0 cmH2O) reduced respiratory muscle activity (TTies 0.090 ± 0.028 to 0.049 ± 0.030; p <.01), and tended to increase tidal volume (VT: 8.6 ± 3.0 to 10.1 ± 2.9 ml/kg; p =.08). CDSS advice reduced PS (6.0 cmH2O, p =.005), increased TTies (0.076 ± 0.038, p <.01), and tended to reduce VT (8.9 ± 2.4 ml/kg, p =.08). PS under support (12.0 to 4.0 cmH2O) slightly increased respiratory muscle activity, (TTies to 0.120 ± 0.044; p =.007) with no significant CDSS advice. CDSS advice reduced FIO2 by 12–14{\%} (p =.005), resulting in median SpO2 = 96{\%} (p <.02). PEEP changes did not result in changes in physiological variables, or CDSS advice. Conclusion: The CDSS advised on low values of PS often not prohibiting extubation, while acting to preserve respiratory muscle function and preventing passive lung inflation. CDSS advice minimized FIO2 maintaining SpO2 at safe and beneficial values.",
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AU - Spadaro, Savino

AU - Karbing, Dan Stieper

AU - Dalla Corte, Francesca

AU - Mauri, Tommaso

AU - Moro, Federico

AU - Gioia, Antonio

AU - Volta, Carlo Alberto

AU - Rees, Stephen Edward

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N2 - Purpose: To assess whether a clinical decision support system (CDSS) suggests PS and FIO2 maintaining appropriate breathing effort, and minimizing FIO2. Materials: Prospective, cross-over study in PS ventilated ICU patients. Over support (150% baseline) and under support (50% baseline) were applied by changing PS (15 patients) or PEEP (8 patients). CDSS advice was followed. Tension time index of inspiratory muscles (TTies), respiratory and metabolic variables were measured. Results: PS over support (median 8.0 to 12.0 cmH2O) reduced respiratory muscle activity (TTies 0.090 ± 0.028 to 0.049 ± 0.030; p <.01), and tended to increase tidal volume (VT: 8.6 ± 3.0 to 10.1 ± 2.9 ml/kg; p =.08). CDSS advice reduced PS (6.0 cmH2O, p =.005), increased TTies (0.076 ± 0.038, p <.01), and tended to reduce VT (8.9 ± 2.4 ml/kg, p =.08). PS under support (12.0 to 4.0 cmH2O) slightly increased respiratory muscle activity, (TTies to 0.120 ± 0.044; p =.007) with no significant CDSS advice. CDSS advice reduced FIO2 by 12–14% (p =.005), resulting in median SpO2 = 96% (p <.02). PEEP changes did not result in changes in physiological variables, or CDSS advice. Conclusion: The CDSS advised on low values of PS often not prohibiting extubation, while acting to preserve respiratory muscle function and preventing passive lung inflation. CDSS advice minimized FIO2 maintaining SpO2 at safe and beneficial values.

AB - Purpose: To assess whether a clinical decision support system (CDSS) suggests PS and FIO2 maintaining appropriate breathing effort, and minimizing FIO2. Materials: Prospective, cross-over study in PS ventilated ICU patients. Over support (150% baseline) and under support (50% baseline) were applied by changing PS (15 patients) or PEEP (8 patients). CDSS advice was followed. Tension time index of inspiratory muscles (TTies), respiratory and metabolic variables were measured. Results: PS over support (median 8.0 to 12.0 cmH2O) reduced respiratory muscle activity (TTies 0.090 ± 0.028 to 0.049 ± 0.030; p <.01), and tended to increase tidal volume (VT: 8.6 ± 3.0 to 10.1 ± 2.9 ml/kg; p =.08). CDSS advice reduced PS (6.0 cmH2O, p =.005), increased TTies (0.076 ± 0.038, p <.01), and tended to reduce VT (8.9 ± 2.4 ml/kg, p =.08). PS under support (12.0 to 4.0 cmH2O) slightly increased respiratory muscle activity, (TTies to 0.120 ± 0.044; p =.007) with no significant CDSS advice. CDSS advice reduced FIO2 by 12–14% (p =.005), resulting in median SpO2 = 96% (p <.02). PEEP changes did not result in changes in physiological variables, or CDSS advice. Conclusion: The CDSS advised on low values of PS often not prohibiting extubation, while acting to preserve respiratory muscle function and preventing passive lung inflation. CDSS advice minimized FIO2 maintaining SpO2 at safe and beneficial values.

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