Building Medical Digital Twins with Pulse: Open Source Simulation Tools for Developers and Researchers
×
En Route Care Scenario 7 - NoSpontaneous

Hypoxemic Respiratory Failure Plugged ETT

Description

A 54-year-old, patient was injured in a motor vehicle accident sustaining multiple rib fractures and pulmonary contusion. He lost consciousness at the scene, sustained a complex jaw fracture, near transection of the tongue with significant blood loss and noted to have blood in the trachea at intubation. After intubation he is on mechanical ventilation and remains sedated with a RASS of -3

His initial chest x-ray demonstrated right middle lobe consolidation and some evidence of hyperinflation. The patient has a smoking history of 2 packs per day for 35 years and has primary hypertension managed with drug therapy. He is 5'8'' and weighs 235 lbs. Suctioning reveals a moderate amount of old blood. Gram stain of secretions shows no bacteria. He is scheduled for transport to definitive care that night.

Figure 1. Chest radiograph demonstrates right middle lobe consolidation, flattened diaphragms and hyperinflation in the upper lobes bilaterally, but no signs of barotrauma.

Segment Validation

Segment 1

Learning Objectives:

  • Assess baseline status

Recommended Actions:

  • None


Ventilator settings are (delivered VT of 460 ml):

Mode VT (L) PIP (cmH2O) Flow (L/min) I:E TI (s) RR (bpm) PEEP (cmH2O) FiO2
PC-AC NA 18 NA NA 0.8 25 5 0.40

Ventilator alarm settings are:

  • High PIP = 28 cmH2O (~10 cmH2O above the initial value or a max of 40 cmH2O)
  • Low MVe = 7.9 L/min (~25% below the initial value)
  • Low VT = 365 mL (~25% below the initial value)
  • High RR = 35 bpm (~10 bpm above the initial value or a max of 40 bpm)
Table 1. Data request validation results for Segment 1.
Property Name Validation Engine Value Percent Error Percent Change Notes
MechanicalVentilator-TidalVolume(mL) EqualTo 460 451 1.90%   VT (measured)
InspiratoryRespiratoryResistance(cmH2O_s/L) EqualTo 12 [17] 11.4 4.81%   Rinsp for mild ARDS
ExpiratoryRespiratoryResistance(cmH2O_s/L) EqualTo 12 [17] 11.4 4.81%   Rexp for mild ARDS
RespiratoryCompliance(mL/cmH2O) EqualTo 50 [305] 50.0 0.0659%   C requested by SME for mild ARDS
PhysiologicDeadSpaceTidalVolumeRatio EqualTo 0.54 [230] 0.515 4.65%   VD/VT for mild ARDS
ClinicalShuntFraction [0.200,0.400] [222] 0.193 3.47%   QS/QT for mild ARDS (determined from blood gas values)
HorowitzIndex(mmHg) [200,300] [115] 214 0.00%   PaO2/FiO2 for mild ARDS



Figure 2. Vitals and ventilator monitors for Segment 1.


Table 2. Data requests for Segment 1.
Property Name Engine Value
Patient-Height(in) 68.0
Patient-IdealBodyWeight(kg) 68.4
InspiratoryRespiratoryResistance(cmH2O_s/L) 11.4
ExpiratoryRespiratoryResistance(cmH2O_s/L) 11.4
RespiratoryCompliance(mL/cmH2O) 50.0
ClinicalPhysiologicDeadSpaceTidalVolumeRatio 0.501
ClinicalShuntFraction 0.193
MechanicalVentilator-TidalVolume(L) 0.451
BloodPH 7.34
Aorta-Oxygen-PartialPressure(mmHg) 85.7
Aorta-CarbonDioxide-PartialPressure(mmHg) 48.5
Aorta-Bicarbonate-Molarity(mEq/L) 26.3
OxygenSaturation 0.963
HorowitzIndex(mmHg) 214
IntrinsicPositiveEndExpiratoryPressure(cmH2O) 0.567
MechanicalVentilator-RespirationRate(1/min) 25.0
MechanicalVentilator-MeanAirwayPressure(cmH2O) 9.23
MechanicalVentilator-PeakInspiratoryPressure(cmH2O) 18.0
MechanicalVentilator-PlateauPressure(cmH2O) 14.7
HeartRate(1/min) 100
SystolicArterialPressure(mmHg) 131
DiastolicArterialPressure(mmHg) 73.1
MechanicalVentilator-TotalPulmonaryVentilation(L/min) 11.3
MechanicalVentilator-InspiratoryResistance(cmH2O_s/L) 11.4
MechanicalVentilator-ExpiratoryResistance(cmH2O_s/L) 11.4
MechanicalVentilator-StaticRespiratoryCompliance(mL/cmH2O) 49.3
MechanicalVentilator-DynamicRespiratoryCompliance(mL/cmH2O) 34.8
MechanicalVentilator-EndTidalCarbonDioxidePressure(mmHg) 36.2
MechanicalVentilator-EndTidalOxygenPressure(mmHg) 264
MechanicalVentilator-ExpiratoryTidalVolume(L) 0.451
MechanicalVentilator-InspiratoryExpiratoryRatio 0.500
MechanicalVentilator-InspiratoryTidalVolume(L) 0.451
MechanicalVentilator-PeakExpiratoryFlow(L/s) 0.700
MechanicalVentilator-LeakFraction 0.00
MechanicalVentilator-IntrinsicPositiveEndExpiratoryPressure(cmH2O) 0.535
MechanicalVentilator-ExtrinsicPositiveEndExpiratoryPressure(cmH2O) 5.00
MechanicalVentilator-TotalPositiveEndExpiratoryPressure(cmH2O) 5.54
PhysiologicDeadSpaceTidalVolumeRatio 0.515
PhysiologicShuntFraction 0.195
TotalRespiratoryModelInspiratoryResistance(cmH2O_s/L) 11.4
TotalRespiratoryModelExpiratoryResistance(cmH2O_s/L) 11.4
TotalRespiratoryModelCompliance(mL/cmH2O) 57.1
ExtrinsicPositiveEndExpiratoryPressure(cmH2O) 5.00
TotalPositiveEndExpiratoryPressure(cmH2O) 5.57
EndTidalCarbonDioxidePressure(mmHg) 39.6
PhysiologicDeadSpace(mL) 247
AlveolarArterialGradient(mmHg) 167
AlveolarDeadSpace(mL) 110
AnatomicDeadSpace(mL) 137
ChestWallCompliance(L/cmH2O) 0.143
FractionOfInspiredOxygen 0.399
LungCompliance(L/cmH2O) 0.0790
VentilationPerfusionRatio 1.94
HeartStrokeVolume(mL) 59.4
HeartEjectionFraction 0.450
BloodVolume(L) 6.42
MeanArterialPressure(mmHg) 102
PulsePressure(mmHg) 57.5
CardiacOutput(L/min) 5.95
CarbonDioxideSaturation 0.298
RespiratoryExchangeRatio 0.823
SystemicVascularResistance(mmHg_s/mL) 0.988
OxygenConsumptionRate(mL/min) 261
CarbonDioxideProductionRate(mL/min) 215
Patient-AlveoliSurfaceArea(m^2) 31.0
Patient-ExpiratoryReserveVolume(L) 0.819
Patient-FunctionalResidualCapacity(L) 1.54
Patient-InspiratoryCapacity(L) 2.93
Patient-InspiratoryReserveVolume(L) 2.39
Patient-ResidualVolume(L) 0.718
Patient-TidalVolumeBaseline(L) 0.535
Patient-TotalLungCapacity(L) 4.46
Patient-VitalCapacity(L) 3.74

Segment 2

The patient is loaded onto the aircraft for transfer to trauma center care. During transport the patient is heavily sedated. Immediately after take-off multiple ventilator alarms sound and SpO2 has fallen. Attempting to manually ventilate the patient meets extreme resistance and no air movement.

Learning Objectives:

  • Recognize plugged ET tube

Recommended Actions:

  • Suction ET tube to remove obstruction
Table 3. Data request validation results for Segment 2.
Property Name Validation Engine Value Percent Error Percent Change Notes
MechanicalVentilator-TidalVolume(mL) EqualTo 0 3.52e-91 0.00%   VT fully plugged
OxygenSaturation LessThan Segment1 (0.963) [305] [309] 0.659   -31.6% SpO2



Figure 3. Vitals and ventilator monitors for Segment 2.


Table 4. Data requests for Segment 2.
Property Name Engine Value
Patient-Height(in) 68.0
Patient-IdealBodyWeight(kg) 68.4
InspiratoryRespiratoryResistance(cmH2O_s/L) 11.4
ExpiratoryRespiratoryResistance(cmH2O_s/L) 11.4
RespiratoryCompliance(mL/cmH2O) 48.3
ClinicalPhysiologicDeadSpaceTidalVolumeRatio 0.501
ClinicalShuntFraction 0.0679
MechanicalVentilator-TidalVolume(L) 3.52e-94
BloodPH 7.22
Aorta-Oxygen-PartialPressure(mmHg) 36.7
Aorta-CarbonDioxide-PartialPressure(mmHg) 65.1
Aorta-Bicarbonate-Molarity(mEq/L) 27.0
OxygenSaturation 0.659
HorowitzIndex(mmHg) 214
IntrinsicPositiveEndExpiratoryPressure(cmH2O) 0.00
MechanicalVentilator-RespirationRate(1/min) 25.0
MechanicalVentilator-MeanAirwayPressure(cmH2O) 9.22
MechanicalVentilator-PeakInspiratoryPressure(cmH2O) 18.0
MechanicalVentilator-PlateauPressure(cmH2O) 18.0
HeartRate(1/min) 170
SystolicArterialPressure(mmHg) 123
DiastolicArterialPressure(mmHg) 83.4
MechanicalVentilator-TotalPulmonaryVentilation(L/min) 8.79e-93
MechanicalVentilator-InspiratoryResistance(cmH2O_s/L) 0.00
MechanicalVentilator-ExpiratoryResistance(cmH2O_s/L) 0.00
MechanicalVentilator-StaticRespiratoryCompliance(mL/cmH2O) 2.70e-92
MechanicalVentilator-DynamicRespiratoryCompliance(mL/cmH2O) 2.70e-92
MechanicalVentilator-EndTidalCarbonDioxidePressure(mmHg) 31.3
MechanicalVentilator-EndTidalOxygenPressure(mmHg) 269
MechanicalVentilator-ExpiratoryTidalVolume(L) -2.10e-94
MechanicalVentilator-InspiratoryExpiratoryRatio 0.500
MechanicalVentilator-InspiratoryTidalVolume(L) 4.88e-94
MechanicalVentilator-PeakExpiratoryFlow(L/s) 0.00
MechanicalVentilator-LeakFraction 1.00
MechanicalVentilator-IntrinsicPositiveEndExpiratoryPressure(cmH2O) 0.00
MechanicalVentilator-ExtrinsicPositiveEndExpiratoryPressure(cmH2O) 5.00
MechanicalVentilator-TotalPositiveEndExpiratoryPressure(cmH2O) 5.00
PhysiologicDeadSpaceTidalVolumeRatio 0.515
PhysiologicShuntFraction 0.225
TotalRespiratoryModelInspiratoryResistance(cmH2O_s/L) 1.02e+95
TotalRespiratoryModelExpiratoryResistance(cmH2O_s/L) 1.02e+95
TotalRespiratoryModelCompliance(mL/cmH2O) 57.0
ExtrinsicPositiveEndExpiratoryPressure(cmH2O) 0.00
TotalPositiveEndExpiratoryPressure(cmH2O) 0.00
EndTidalCarbonDioxidePressure(mmHg) 0.00
PhysiologicDeadSpace(mL) 247
AlveolarArterialGradient(mmHg) 3.32
AlveolarDeadSpace(mL) 110
AnatomicDeadSpace(mL) 137
ChestWallCompliance(L/cmH2O) 0.142
FractionOfInspiredOxygen 0.399
LungCompliance(L/cmH2O) 0.0790
VentilationPerfusionRatio 1.94
HeartStrokeVolume(mL) 38.3
HeartEjectionFraction 0.343
BloodVolume(L) 6.42
MeanArterialPressure(mmHg) 103
PulsePressure(mmHg) 39.9
CardiacOutput(L/min) 6.52
CarbonDioxideSaturation 0.599
RespiratoryExchangeRatio 0.804
SystemicVascularResistance(mmHg_s/mL) 0.905
OxygenConsumptionRate(mL/min) 238
CarbonDioxideProductionRate(mL/min) 191
Patient-AlveoliSurfaceArea(m^2) 31.0
Patient-ExpiratoryReserveVolume(L) 0.819
Patient-FunctionalResidualCapacity(L) 1.54
Patient-InspiratoryCapacity(L) 2.93
Patient-InspiratoryReserveVolume(L) 2.39
Patient-ResidualVolume(L) 0.718
Patient-TidalVolumeBaseline(L) 0.535
Patient-TotalLungCapacity(L) 4.46
Patient-VitalCapacity(L) 3.74

Segment 3

Patient suctioned and ET tube obstruction removed.

Learning Objectives:

  • Recognize success of suctioning

Recommended Actions:

  • None
Table 5. Data request validation results for Segment 3.
Property Name Validation Engine Value Percent Error Percent Change Notes
MechanicalVentilator-TidalVolume(mL) EqualTo Segment1 (451) 451 0.000614%   VT (measured)
InspiratoryRespiratoryResistance(cmH2O_s/L) LessThan Segment2 (11.4) [305] [309] 11.4   -0.00101% Rinsp
ExpiratoryRespiratoryResistance(cmH2O_s/L) LessThan Segment2 (11.4) [305] [309] 11.4   -0.000851% Rexp
OxygenSaturation GreaterThan Segment2 (0.659) [305] [309] 0.962   45.9% SpO2



Figure 4. Vitals and ventilator monitors for Segment 3.


Table 6. Data requests for Segment 3.
Property Name Engine Value
Patient-Height(in) 68.0
Patient-IdealBodyWeight(kg) 68.4
InspiratoryRespiratoryResistance(cmH2O_s/L) 11.4
ExpiratoryRespiratoryResistance(cmH2O_s/L) 11.4
RespiratoryCompliance(mL/cmH2O) 49.3
ClinicalPhysiologicDeadSpaceTidalVolumeRatio 0.505
ClinicalShuntFraction 0.193
MechanicalVentilator-TidalVolume(L) 0.451
BloodPH 7.30
Aorta-Oxygen-PartialPressure(mmHg) 87.5
Aorta-CarbonDioxide-PartialPressure(mmHg) 53.1
Aorta-Bicarbonate-Molarity(mEq/L) 26.5
OxygenSaturation 0.962
HorowitzIndex(mmHg) 219
IntrinsicPositiveEndExpiratoryPressure(cmH2O) 0.567
MechanicalVentilator-RespirationRate(1/min) 25.0
MechanicalVentilator-MeanAirwayPressure(cmH2O) 9.23
MechanicalVentilator-PeakInspiratoryPressure(cmH2O) 18.0
MechanicalVentilator-PlateauPressure(cmH2O) 14.7
HeartRate(1/min) 99.5
SystolicArterialPressure(mmHg) 131
DiastolicArterialPressure(mmHg) 72.9
MechanicalVentilator-TotalPulmonaryVentilation(L/min) 11.3
MechanicalVentilator-InspiratoryResistance(cmH2O_s/L) 11.4
MechanicalVentilator-ExpiratoryResistance(cmH2O_s/L) 11.4
MechanicalVentilator-StaticRespiratoryCompliance(mL/cmH2O) 49.3
MechanicalVentilator-DynamicRespiratoryCompliance(mL/cmH2O) 34.8
MechanicalVentilator-EndTidalCarbonDioxidePressure(mmHg) 39.4
MechanicalVentilator-EndTidalOxygenPressure(mmHg) 262
MechanicalVentilator-ExpiratoryTidalVolume(L) 0.451
MechanicalVentilator-InspiratoryExpiratoryRatio 0.500
MechanicalVentilator-InspiratoryTidalVolume(L) 0.451
MechanicalVentilator-PeakExpiratoryFlow(L/s) 0.700
MechanicalVentilator-LeakFraction 0.00
MechanicalVentilator-IntrinsicPositiveEndExpiratoryPressure(cmH2O) 0.535
MechanicalVentilator-ExtrinsicPositiveEndExpiratoryPressure(cmH2O) 5.00
MechanicalVentilator-TotalPositiveEndExpiratoryPressure(cmH2O) 5.54
PhysiologicDeadSpaceTidalVolumeRatio 0.515
PhysiologicShuntFraction 0.194
TotalRespiratoryModelInspiratoryResistance(cmH2O_s/L) 11.4
TotalRespiratoryModelExpiratoryResistance(cmH2O_s/L) 11.4
TotalRespiratoryModelCompliance(mL/cmH2O) 56.1
ExtrinsicPositiveEndExpiratoryPressure(cmH2O) 5.00
TotalPositiveEndExpiratoryPressure(cmH2O) 5.57
EndTidalCarbonDioxidePressure(mmHg) 43.0
PhysiologicDeadSpace(mL) 247
AlveolarArterialGradient(mmHg) 161
AlveolarDeadSpace(mL) 110
AnatomicDeadSpace(mL) 137
ChestWallCompliance(L/cmH2O) 0.137
FractionOfInspiredOxygen 0.399
LungCompliance(L/cmH2O) 0.0790
VentilationPerfusionRatio 1.94
HeartStrokeVolume(mL) 60.1
HeartEjectionFraction 0.452
BloodVolume(L) 6.45
MeanArterialPressure(mmHg) 103
PulsePressure(mmHg) 58.1
CardiacOutput(L/min) 5.97
CarbonDioxideSaturation 0.412
RespiratoryExchangeRatio 0.826
SystemicVascularResistance(mmHg_s/mL) 0.985
OxygenConsumptionRate(mL/min) 266
CarbonDioxideProductionRate(mL/min) 220
Patient-AlveoliSurfaceArea(m^2) 31.0
Patient-ExpiratoryReserveVolume(L) 0.819
Patient-FunctionalResidualCapacity(L) 1.54
Patient-InspiratoryCapacity(L) 2.93
Patient-InspiratoryReserveVolume(L) 2.39
Patient-ResidualVolume(L) 0.718
Patient-TidalVolumeBaseline(L) 0.535
Patient-TotalLungCapacity(L) 4.46
Patient-VitalCapacity(L) 3.74

Scenario Output Plots


Figure 5. Select outputs from the scenario.


Distributed under the Apache License, Version 2.0.

See accompanying NOTICE file for details.