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ECMO-SchmidtEtAl_PumpFlow

SchmidtEtAl_PumpFlow

Description

Ten mechanically ventilated ARDS patients receiving femoro-jugular VV ECMO were studied by Schmidt et al [346]. In the experimental protocol, blood gases were measured after independently varying circuit blood flow, with all other settings held at their maximum. Simulated validation scenarios followed the same approach to evaluate model performance under comparable conditions. Expected results bounds are determined using the inner quartile from digitizing whisker plots of measured data.

Segment Validation

Segment 1

All patients in the study had severe ARDS. Their oxygenation was so impaired that they required venovenous ECMO for life-sustaining gas exchange. Increase pulmonary shunt to reflect severe oxygenation impairment observed in the cohort and to help reproduce the low P/F physiology at baseline. Reduce hemoglobin concentration to approximate the cohort's anemia (representative mean Hb near ~8 g/dL), which impacts oxygen content and saturation response. Patients were deeply sedated. Initiate ultraprotective volume-controlled ventilation using representative cohort settings (VT 110 mL, RR 30/min, PEEP 9 cmH2O, FiO2 0.4) while on VV-ECMO to minimize ventilator-induced lung injury. Attach a femoro-jugular VV-ECMO circuit and initialize device settings to baseline "maximum flow" conditions (pump flow 5.8 L/min, sweep gas 10 L/min, sweep FiO2 1.0) using representative oxygenator diffusing capacities. Subsequent segments vary pump flow only.

Table 1. Data request validation results for Segment 1.
Property Name Validation Engine Value Percent Error Percent Change Notes
MechanicalVentilator-TidalVolume(mL) EqualTo 110 [346] 105 -4.91%   Median VT (measured)
RightHeart-Oxygen-PartialPressure(mmHg) [75.0,121] [346] 104 0.00%   PO2 from right atrium
RightHeart-Oxygen-Saturation [0.980,0.990] [346] 0.986 0.00%   SO2 from right atrium
RightHeart-CarbonDioxide-PartialPressure(mmHg) [28.0,34.0] [346] 29.9 0.00%   PCO2 from right atrium
PulmonaryArteries-Oxygen-PartialPressure(mmHg) [62.0,81.0] [346] 123 51.95%   PO2 from pulmonary artery
PulmonaryArteries-Oxygen-Saturation [0.930,0.980] [346] 0.992 1.18%   SO2 from pulmonary artery
PulmonaryArteries-CarbonDioxide-PartialPressure(mmHg) [29.0,35.0] [346] 28.5 -1.58%   PCO2 from pulmonary artery
Aorta-Oxygen-PartialPressure(mmHg) [70.0,120] [346] 157 30.44%   PO2 from peripheral artery
Aorta-Oxygen-Saturation [0.960,0.990] [346] 0.995 0.55%   SO2 from peripheral artery
Aorta-CarbonDioxide-PartialPressure(mmHg) [31.0,37.0] [346] 29.3 -5.36%   PCO2 from peripheral artery


Figure 1. Vitals monitor for Segment 1.



Figure 2. Ventilator monitor for Segment 1.



Figure 3. Landing monitor for Segment 1.


Table 2. Data requests for Segment 1.
Property Name Engine Value
Patient-IdealBodyWeight(kg) 75.3
ExtracorporealMembraneOxygenationDevice-BloodFlow(L/min) 5.80
ExtracorporealMembraneOxygenationDevice-InletOxygenSaturation 0.728
ExtracorporealMembraneOxygenationDevice-OutletOxygenSaturation 0.999
ExtracorporealMembraneOxygenationDevice-MembraneLungOxygenContribution(mL/min) 228
ExtracorporealMembraneOxygenationDevice-MembraneLungCarbonDioxideContribution(mL/min) 186
ExtracorporealMembraneOxygenationDevice-HemoglobinConcentration(g/dL) 8.19
ExtracorporealMembraneOxygenationDevice-SweepGasFlow(L/min) 10.0
ExtracorporealMembraneOxygenationDevice-HydraulicTransmembranePressureGradient(mmHg) 460
ExtracorporealMembraneOxygenationDevice-InletPressure(mmHg) 300
ExtracorporealMembraneOxygenationDevice-OutletPressure(mmHg) 203
ExtracorporealMembraneOxygenationDevice-DrainagePressure(mmHg) -93.4
ExtracorporealMembraneOxygenationDevice-TransmembranePressureGradient(mmHg) 96.7
ExtracorporealMembraneOxygenationDevice-BagVolume(mL) 500
MechanicalVentilator-AirwayPressure(cmH2O) 9.02
MechanicalVentilator-BreathState 6.00
MechanicalVentilator-DynamicRespiratoryCompliance(mL/cmH2O) 20.2
MechanicalVentilator-EndTidalCarbonDioxideFraction 0.00374
MechanicalVentilator-EndTidalCarbonDioxidePressure(mmHg) 2.86
MechanicalVentilator-EndTidalOxygenFraction 0.392
MechanicalVentilator-EndTidalOxygenPressure(mmHg) 301
MechanicalVentilator-ExpiratoryFlow(L/min) 10.4
MechanicalVentilator-ExpiratoryResistance(cmH2O_s/L) 13.1
MechanicalVentilator-ExpiratoryTidalVolume(mL) 105
MechanicalVentilator-ExtrinsicPositiveEndExpiratoryPressure(cmH2O) 9.00
MechanicalVentilator-InspiratoryExpiratoryRatio 1.00
MechanicalVentilator-InspiratoryFlow(L/min) -10.4
MechanicalVentilator-InspiratoryResistance(cmH2O_s/L) 13.1
MechanicalVentilator-InspiratoryTidalVolume(mL) 105
MechanicalVentilator-IntrinsicPositiveEndExpiratoryPressure(cmH2O) 0.281
MechanicalVentilator-LeakFraction 1.99e-13
MechanicalVentilator-MeanAirwayPressure(cmH2O) 10.7
MechanicalVentilator-PeakExpiratoryFlow(L/min) 13.7
MechanicalVentilator-PeakInspiratoryFlow(L/min) 6.60
MechanicalVentilator-PeakInspiratoryPressure(cmH2O) 14.2
MechanicalVentilator-PlateauPressure(cmH2O) 12.7
MechanicalVentilator-RespirationRate(1/min) 30.0
MechanicalVentilator-StaticRespiratoryCompliance(mL/cmH2O) 30.4
MechanicalVentilator-TidalVolume(mL) 105
MechanicalVentilator-TotalLungVolume(mL) 58.2
MechanicalVentilator-TotalPositiveEndExpiratoryPressure(cmH2O) 9.28
MechanicalVentilator-TotalPulmonaryVentilation(L/min) 3.14
HeartRate(1/min) 53.7
HeartStrokeVolume(mL) 130
HeartEjectionFraction 0.669
BloodVolume(L) 5.53
ExtravascularFluidVolume(L) 34.1
MeanArterialPressure(mmHg) 96.0
SystolicArterialPressure(mmHg) 125
DiastolicArterialPressure(mmHg) 63.3
CardiacOutput(L/min) 6.96
HemoglobinContent(g) 450
CentralVenousPressure(mmHg) 3.28
PulmonaryCapillariesWedgePressure(mmHg) 9.05
TidalVolume(mL) 105
RespirationRate(1/min) 30.0
OxygenSaturation 0.995
CarbonDioxideSaturation 0.0296
EndTidalCarbonDioxideFraction 0.00655
EndTidalCarbonDioxidePressure(mmHg) 5.03
TotalAlveolarVentilation(L/min) 0.00
TranspulmonaryPressure(cmH2O) 15.6
CoreTemperature(degC) 37.1
SkinTemperature(degC) 30.7
RespiratoryExchangeRatio 0.795
OxygenConsumptionRate(mL/min) 235
CarbonDioxideProductionRate(mL/min) 187
GlomerularFiltrationRate(mL/min) 44.4
RenalBloodFlow(L/min) 0.756
UrineProductionRate(mL/min) 0.902
LeftAfferentArterioleResistance(mmHg_min/mL) 0.0412
RightAfferentArterioleResistance(mmHg_min/mL) 0.0412
SystemicVascularResistance(mmHg_s/mL) 0.800
BloodPH 7.51
HorowitzIndex(mmHg) 398
Aorta-Oxygen-PartialPressure(mmHg) 157
Aorta-CarbonDioxide-PartialPressure(mmHg) 29.3
VenaCava-Oxygen-PartialPressure(mmHg) 34.9
VenaCava-CarbonDioxide-PartialPressure(mmHg) 41.7
RightTubules-Sodium-Concentration(g/L) 3.91
LeftTubules-Sodium-Concentration(g/L) 3.91
Oxygen-AlveolarTransfer(mL/min) 6.43
CarbonDioxide-AlveolarTransfer(mL/min) -19.8

Segment 2

Update the ECMO flow to 80% of the maxumum setting (4.6 L/min).

Table 3. Data request validation results for Segment 2.
Property Name Validation Engine Value Percent Error Percent Change Notes
RightHeart-Oxygen-PartialPressure(mmHg) LessThan Segment1 (104) [346] 72.5   -30.49% PO2 from right atrium
RightHeart-Oxygen-PartialPressure(mmHg) [51.0,95.0] [346] 72.5 0.00%   PO2 from right atrium
RightHeart-Oxygen-Saturation LessThan Segment1 (0.986) [346] 0.964   -2.22% SO2 from right atrium
RightHeart-Oxygen-Saturation [0.910,0.980] [346] 0.964 0.00%   SO2 from right atrium
RightHeart-CarbonDioxide-PartialPressure(mmHg) [28.0,35.0] [346] 29.8 0.00%   PCO2 from right atrium
PulmonaryArteries-Oxygen-PartialPressure(mmHg) LessThan Segment1 (123) [346] 60.6   -50.77% PO2 from pulmonary artery
PulmonaryArteries-Oxygen-PartialPressure(mmHg) [46.0,68.0] [346] 60.6 0.00%   PO2 from pulmonary artery
PulmonaryArteries-Oxygen-Saturation LessThan Segment1 (0.992) [346] 0.941   -5.12% SO2 from pulmonary artery
PulmonaryArteries-Oxygen-Saturation [0.850,0.970] [346] 0.941 0.00%   SO2 from pulmonary artery
PulmonaryArteries-CarbonDioxide-PartialPressure(mmHg) [30.0,37.0] [346] 31.2 0.00%   PCO2 from pulmonary artery
Aorta-Oxygen-PartialPressure(mmHg) LessThan Segment1 (157) [346] 71.5   -54.34% PO2 from peripheral artery
Aorta-Oxygen-PartialPressure(mmHg) [55.0,65.0] [346] 71.5 9.96%   PO2 from peripheral artery
Aorta-Oxygen-Saturation LessThan Segment1 (0.995) [346] 0.962   -3.35% SO2 from peripheral artery
Aorta-Oxygen-Saturation [0.890,0.960] [346] 0.962 0.22%   SO2 from peripheral artery
Aorta-CarbonDioxide-PartialPressure(mmHg) [29.0,53.0] [346] 30.5 0.00%   PCO2 from peripheral artery


Figure 4. Vitals monitor for Segment 2.



Figure 5. Ventilator monitor for Segment 2.



Figure 6. Landing monitor for Segment 2.


Table 4. Data requests for Segment 2.
Property Name Engine Value
Patient-IdealBodyWeight(kg) 75.3
ExtracorporealMembraneOxygenationDevice-BloodFlow(L/min) 4.60
ExtracorporealMembraneOxygenationDevice-InletOxygenSaturation 0.682
ExtracorporealMembraneOxygenationDevice-OutletOxygenSaturation 0.999
ExtracorporealMembraneOxygenationDevice-MembraneLungOxygenContribution(mL/min) 210
ExtracorporealMembraneOxygenationDevice-MembraneLungCarbonDioxideContribution(mL/min) 175
ExtracorporealMembraneOxygenationDevice-HemoglobinConcentration(g/dL) 8.19
ExtracorporealMembraneOxygenationDevice-SweepGasFlow(L/min) 10.0
ExtracorporealMembraneOxygenationDevice-HydraulicTransmembranePressureGradient(mmHg) 513
ExtracorporealMembraneOxygenationDevice-InletPressure(mmHg) 247
ExtracorporealMembraneOxygenationDevice-OutletPressure(mmHg) 170
ExtracorporealMembraneOxygenationDevice-DrainagePressure(mmHg) -73.0
ExtracorporealMembraneOxygenationDevice-TransmembranePressureGradient(mmHg) 76.7
ExtracorporealMembraneOxygenationDevice-BagVolume(mL) 500
MechanicalVentilator-AirwayPressure(cmH2O) 9.02
MechanicalVentilator-BreathState 6.00
MechanicalVentilator-DynamicRespiratoryCompliance(mL/cmH2O) 20.2
MechanicalVentilator-EndTidalCarbonDioxideFraction 0.00577
MechanicalVentilator-EndTidalCarbonDioxidePressure(mmHg) 4.42
MechanicalVentilator-EndTidalOxygenFraction 0.386
MechanicalVentilator-EndTidalOxygenPressure(mmHg) 296
MechanicalVentilator-ExpiratoryFlow(L/min) 10.4
MechanicalVentilator-ExpiratoryResistance(cmH2O_s/L) 13.1
MechanicalVentilator-ExpiratoryTidalVolume(mL) 105
MechanicalVentilator-ExtrinsicPositiveEndExpiratoryPressure(cmH2O) 9.00
MechanicalVentilator-InspiratoryExpiratoryRatio 1.00
MechanicalVentilator-InspiratoryFlow(L/min) -10.4
MechanicalVentilator-InspiratoryResistance(cmH2O_s/L) 13.1
MechanicalVentilator-InspiratoryTidalVolume(mL) 105
MechanicalVentilator-IntrinsicPositiveEndExpiratoryPressure(cmH2O) 0.281
MechanicalVentilator-LeakFraction 3.51e-13
MechanicalVentilator-MeanAirwayPressure(cmH2O) 10.7
MechanicalVentilator-PeakExpiratoryFlow(L/min) 13.7
MechanicalVentilator-PeakInspiratoryFlow(L/min) 6.60
MechanicalVentilator-PeakInspiratoryPressure(cmH2O) 14.2
MechanicalVentilator-PlateauPressure(cmH2O) 12.7
MechanicalVentilator-RespirationRate(1/min) 30.0
MechanicalVentilator-StaticRespiratoryCompliance(mL/cmH2O) 30.4
MechanicalVentilator-TidalVolume(mL) 105
MechanicalVentilator-TotalLungVolume(mL) 58.2
MechanicalVentilator-TotalPositiveEndExpiratoryPressure(cmH2O) 9.28
MechanicalVentilator-TotalPulmonaryVentilation(L/min) 3.14
HeartRate(1/min) 64.3
HeartStrokeVolume(mL) 109
HeartEjectionFraction 0.630
BloodVolume(L) 5.52
ExtravascularFluidVolume(L) 34.1
MeanArterialPressure(mmHg) 96.0
SystolicArterialPressure(mmHg) 121
DiastolicArterialPressure(mmHg) 68.1
CardiacOutput(L/min) 6.98
HemoglobinContent(g) 450
CentralVenousPressure(mmHg) 3.68
PulmonaryCapillariesWedgePressure(mmHg) 7.98
TidalVolume(mL) 105
RespirationRate(1/min) 30.0
OxygenSaturation 0.962
CarbonDioxideSaturation 0.0294
EndTidalCarbonDioxideFraction 0.0103
EndTidalCarbonDioxidePressure(mmHg) 7.89
TotalAlveolarVentilation(L/min) 0.00
TranspulmonaryPressure(cmH2O) 15.6
CoreTemperature(degC) 37.0
SkinTemperature(degC) 30.4
RespiratoryExchangeRatio 0.793
OxygenConsumptionRate(mL/min) 231
CarbonDioxideProductionRate(mL/min) 183
GlomerularFiltrationRate(mL/min) 121
RenalBloodFlow(L/min) 1.30
UrineProductionRate(mL/min) 0.911
LeftAfferentArterioleResistance(mmHg_min/mL) 0.0406
RightAfferentArterioleResistance(mmHg_min/mL) 0.0406
SystemicVascularResistance(mmHg_s/mL) 0.794
BloodPH 7.49
HorowitzIndex(mmHg) 185
Aorta-Oxygen-PartialPressure(mmHg) 71.5
Aorta-CarbonDioxide-PartialPressure(mmHg) 30.5
VenaCava-Oxygen-PartialPressure(mmHg) 32.4
VenaCava-CarbonDioxide-PartialPressure(mmHg) 42.6
RightTubules-Sodium-Concentration(g/L) 3.95
LeftTubules-Sodium-Concentration(g/L) 3.95
Oxygen-AlveolarTransfer(mL/min) 25.5
CarbonDioxide-AlveolarTransfer(mL/min) 28.6

Segment 3

Update the ECMO flow to 60% of the maxumum setting (3.5 L/min).

Table 5. Data request validation results for Segment 3.
Property Name Validation Engine Value Percent Error Percent Change Notes
RightHeart-Oxygen-PartialPressure(mmHg) LessThan Segment2 (72.5) [346] 42.4   -41.57% PO2 from right atrium
RightHeart-Oxygen-PartialPressure(mmHg) [40.0,69.0] [346] 42.4 0.00%   PO2 from right atrium
RightHeart-Oxygen-Saturation LessThan Segment2 (0.964) [346] 0.855   -11.31% SO2 from right atrium
RightHeart-Oxygen-Saturation [0.770,0.950] [346] 0.855 0.00%   SO2 from right atrium
RightHeart-CarbonDioxide-PartialPressure(mmHg) [30.0,36.0] [346] 32.2 0.00%   PCO2 from right atrium
PulmonaryArteries-Oxygen-PartialPressure(mmHg) LessThan Segment2 (60.6) [346] 41.1   -32.23% PO2 from pulmonary artery
PulmonaryArteries-Oxygen-PartialPressure(mmHg) [39.0,52.0] [346] 41.1 0.00%   PO2 from pulmonary artery
PulmonaryArteries-Oxygen-Saturation LessThan Segment2 (0.941) [346] 0.841   -10.60% SO2 from pulmonary artery
PulmonaryArteries-Oxygen-Saturation [0.730,0.930] [346] 0.841 0.00%   SO2 from pulmonary artery
PulmonaryArteries-CarbonDioxide-PartialPressure(mmHg) [31.0,36.0] [346] 33.0 0.00%   PCO2 from pulmonary artery
Aorta-Oxygen-PartialPressure(mmHg) LessThan Segment2 (71.5) [346] 45.9   -35.75% PO2 from peripheral artery
Aorta-Oxygen-PartialPressure(mmHg) [41.0,58.0] [346] 45.9 0.00%   PO2 from peripheral artery
Aorta-Oxygen-Saturation LessThan Segment2 (0.962) [346] 0.881   -8.45% SO2 from peripheral artery
Aorta-Oxygen-Saturation [0.780,0.940] [346] 0.881 0.00%   SO2 from peripheral artery
Aorta-CarbonDioxide-PartialPressure(mmHg) [31.0,38.0] [346] 32.0 0.00%   PCO2 from peripheral artery


Figure 7. Vitals monitor for Segment 3.



Figure 8. Ventilator monitor for Segment 3.



Figure 9. Landing monitor for Segment 3.


Table 6. Data requests for Segment 3.
Property Name Engine Value
Patient-IdealBodyWeight(kg) 75.3
ExtracorporealMembraneOxygenationDevice-BloodFlow(L/min) 3.50
ExtracorporealMembraneOxygenationDevice-InletOxygenSaturation 0.628
ExtracorporealMembraneOxygenationDevice-OutletOxygenSaturation 1.00
ExtracorporealMembraneOxygenationDevice-MembraneLungOxygenContribution(mL/min) 187
ExtracorporealMembraneOxygenationDevice-MembraneLungCarbonDioxideContribution(mL/min) 158
ExtracorporealMembraneOxygenationDevice-HemoglobinConcentration(g/dL) 8.18
ExtracorporealMembraneOxygenationDevice-SweepGasFlow(L/min) 10.0
ExtracorporealMembraneOxygenationDevice-HydraulicTransmembranePressureGradient(mmHg) 580
ExtracorporealMembraneOxygenationDevice-InletPressure(mmHg) 180
ExtracorporealMembraneOxygenationDevice-OutletPressure(mmHg) 121
ExtracorporealMembraneOxygenationDevice-DrainagePressure(mmHg) -54.3
ExtracorporealMembraneOxygenationDevice-TransmembranePressureGradient(mmHg) 58.3
ExtracorporealMembraneOxygenationDevice-BagVolume(mL) 500
MechanicalVentilator-AirwayPressure(cmH2O) 9.02
MechanicalVentilator-BreathState 6.00
MechanicalVentilator-DynamicRespiratoryCompliance(mL/cmH2O) 20.2
MechanicalVentilator-EndTidalCarbonDioxideFraction 0.0151
MechanicalVentilator-EndTidalCarbonDioxidePressure(mmHg) 11.6
MechanicalVentilator-EndTidalOxygenFraction 0.373
MechanicalVentilator-EndTidalOxygenPressure(mmHg) 286
MechanicalVentilator-ExpiratoryFlow(L/min) 10.4
MechanicalVentilator-ExpiratoryResistance(cmH2O_s/L) 13.1
MechanicalVentilator-ExpiratoryTidalVolume(mL) 105
MechanicalVentilator-ExtrinsicPositiveEndExpiratoryPressure(cmH2O) 9.00
MechanicalVentilator-InspiratoryExpiratoryRatio 1.00
MechanicalVentilator-InspiratoryFlow(L/min) -10.4
MechanicalVentilator-InspiratoryResistance(cmH2O_s/L) 13.1
MechanicalVentilator-InspiratoryTidalVolume(mL) 105
MechanicalVentilator-IntrinsicPositiveEndExpiratoryPressure(cmH2O) 0.281
MechanicalVentilator-LeakFraction 3.47e-13
MechanicalVentilator-MeanAirwayPressure(cmH2O) 10.7
MechanicalVentilator-PeakExpiratoryFlow(L/min) 13.7
MechanicalVentilator-PeakInspiratoryFlow(L/min) 6.60
MechanicalVentilator-PeakInspiratoryPressure(cmH2O) 14.2
MechanicalVentilator-PlateauPressure(cmH2O) 12.7
MechanicalVentilator-RespirationRate(1/min) 30.0
MechanicalVentilator-StaticRespiratoryCompliance(mL/cmH2O) 30.4
MechanicalVentilator-TidalVolume(mL) 105
MechanicalVentilator-TotalLungVolume(mL) 58.2
MechanicalVentilator-TotalPositiveEndExpiratoryPressure(cmH2O) 9.28
MechanicalVentilator-TotalPulmonaryVentilation(L/min) 3.14
HeartRate(1/min) 133
HeartStrokeVolume(mL) 58.2
HeartEjectionFraction 0.469
BloodVolume(L) 5.51
ExtravascularFluidVolume(L) 34.1
MeanArterialPressure(mmHg) 96.6
SystolicArterialPressure(mmHg) 112
DiastolicArterialPressure(mmHg) 80.9
CardiacOutput(L/min) 7.75
HemoglobinContent(g) 450
CentralVenousPressure(mmHg) 3.99
PulmonaryCapillariesWedgePressure(mmHg) 5.56
TidalVolume(mL) 105
RespirationRate(1/min) 30.0
OxygenSaturation 0.881
CarbonDioxideSaturation 0.0297
EndTidalCarbonDioxideFraction 0.0275
EndTidalCarbonDioxidePressure(mmHg) 21.1
TotalAlveolarVentilation(L/min) 0.00
TranspulmonaryPressure(cmH2O) 15.6
CoreTemperature(degC) 37.0
SkinTemperature(degC) 30.4
RespiratoryExchangeRatio 0.786
OxygenConsumptionRate(mL/min) 223
CarbonDioxideProductionRate(mL/min) 176
GlomerularFiltrationRate(mL/min) 108
RenalBloodFlow(L/min) 1.31
UrineProductionRate(mL/min) 0.961
LeftAfferentArterioleResistance(mmHg_min/mL) 0.0391
RightAfferentArterioleResistance(mmHg_min/mL) 0.0391
SystemicVascularResistance(mmHg_s/mL) 0.717
BloodPH 7.47
HorowitzIndex(mmHg) 123
Aorta-Oxygen-PartialPressure(mmHg) 45.9
Aorta-CarbonDioxide-PartialPressure(mmHg) 32.0
VenaCava-Oxygen-PartialPressure(mmHg) 29.6
VenaCava-CarbonDioxide-PartialPressure(mmHg) 42.6
RightTubules-Sodium-Concentration(g/L) 4.02
LeftTubules-Sodium-Concentration(g/L) 4.02
Oxygen-AlveolarTransfer(mL/min) 38.1
CarbonDioxide-AlveolarTransfer(mL/min) 8.84

Segment 4

Update the ECMO flow to 40% of the maxumum setting (2.4 L/min).

Table 7. Data request validation results for Segment 4.
Property Name Validation Engine Value Percent Error Percent Change Notes
RightHeart-Oxygen-PartialPressure(mmHg) LessThan Segment3 (42.4) [346] 32.2   -24.13% PO2 from right atrium
RightHeart-Oxygen-PartialPressure(mmHg) [36.0,49.0] [346] 32.2 -10.67%   PO2 from right atrium
RightHeart-Oxygen-Saturation LessThan Segment3 (0.855) [346] 0.703   -17.82% SO2 from right atrium
RightHeart-Oxygen-Saturation [0.750,0.870] [346] 0.703 -6.29%   SO2 from right atrium
RightHeart-CarbonDioxide-PartialPressure(mmHg) [31.0,35.0] [346] 38.3 9.47%   PCO2 from right atrium
PulmonaryArteries-Oxygen-PartialPressure(mmHg) LessThan Segment3 (41.1) [346] 32.7   -20.46% PO2 from pulmonary artery
PulmonaryArteries-Oxygen-PartialPressure(mmHg) [32.0,40.0] [346] 32.7 0.00%   PO2 from pulmonary artery
PulmonaryArteries-Oxygen-Saturation LessThan Segment3 (0.841) [346] 0.719   -14.52% SO2 from pulmonary artery
PulmonaryArteries-Oxygen-Saturation [0.630,0.770] [346] 0.719 0.00%   SO2 from pulmonary artery
PulmonaryArteries-CarbonDioxide-PartialPressure(mmHg) [32.0,35.0] [346] 37.0 5.65%   PCO2 from pulmonary artery
Aorta-Oxygen-PartialPressure(mmHg) LessThan Segment3 (45.9) [346] 36.8   -19.93% PO2 from peripheral artery
Aorta-Oxygen-PartialPressure(mmHg) [32.0,49.0] [346] 36.8 0.00%   PO2 from peripheral artery
Aorta-Oxygen-Saturation LessThan Segment3 (0.881) [346] 0.781   -11.31% SO2 from peripheral artery
Aorta-Oxygen-Saturation [0.730,0.890] [346] 0.781 0.00%   SO2 from peripheral artery
Aorta-CarbonDioxide-PartialPressure(mmHg) [34.0,37.0] [346] 36.5 0.00%   PCO2 from peripheral artery


Figure 10. Vitals monitor for Segment 4.



Figure 11. Ventilator monitor for Segment 4.



Figure 12. Landing monitor for Segment 4.


Table 8. Data requests for Segment 4.
Property Name Engine Value
Patient-IdealBodyWeight(kg) 75.3
ExtracorporealMembraneOxygenationDevice-BloodFlow(L/min) 2.40
ExtracorporealMembraneOxygenationDevice-InletOxygenSaturation 0.530
ExtracorporealMembraneOxygenationDevice-OutletOxygenSaturation 1.00
ExtracorporealMembraneOxygenationDevice-MembraneLungOxygenContribution(mL/min) 159
ExtracorporealMembraneOxygenationDevice-MembraneLungCarbonDioxideContribution(mL/min) 145
ExtracorporealMembraneOxygenationDevice-HemoglobinConcentration(g/dL) 8.20
ExtracorporealMembraneOxygenationDevice-SweepGasFlow(L/min) 10.0
ExtracorporealMembraneOxygenationDevice-HydraulicTransmembranePressureGradient(mmHg) 637
ExtracorporealMembraneOxygenationDevice-InletPressure(mmHg) 123
ExtracorporealMembraneOxygenationDevice-OutletPressure(mmHg) 82.5
ExtracorporealMembraneOxygenationDevice-DrainagePressure(mmHg) -35.8
ExtracorporealMembraneOxygenationDevice-TransmembranePressureGradient(mmHg) 40.0
ExtracorporealMembraneOxygenationDevice-BagVolume(mL) 500
MechanicalVentilator-AirwayPressure(cmH2O) 9.02
MechanicalVentilator-BreathState 6.00
MechanicalVentilator-DynamicRespiratoryCompliance(mL/cmH2O) 20.2
MechanicalVentilator-EndTidalCarbonDioxideFraction 0.0171
MechanicalVentilator-EndTidalCarbonDioxidePressure(mmHg) 13.1
MechanicalVentilator-EndTidalOxygenFraction 0.361
MechanicalVentilator-EndTidalOxygenPressure(mmHg) 277
MechanicalVentilator-ExpiratoryFlow(L/min) 10.4
MechanicalVentilator-ExpiratoryResistance(cmH2O_s/L) 13.1
MechanicalVentilator-ExpiratoryTidalVolume(mL) 105
MechanicalVentilator-ExtrinsicPositiveEndExpiratoryPressure(cmH2O) 9.00
MechanicalVentilator-InspiratoryExpiratoryRatio 1.00
MechanicalVentilator-InspiratoryFlow(L/min) -10.4
MechanicalVentilator-InspiratoryResistance(cmH2O_s/L) 13.1
MechanicalVentilator-InspiratoryTidalVolume(mL) 105
MechanicalVentilator-IntrinsicPositiveEndExpiratoryPressure(cmH2O) 0.281
MechanicalVentilator-LeakFraction 3.29e-13
MechanicalVentilator-MeanAirwayPressure(cmH2O) 10.7
MechanicalVentilator-PeakExpiratoryFlow(L/min) 13.7
MechanicalVentilator-PeakInspiratoryFlow(L/min) 6.60
MechanicalVentilator-PeakInspiratoryPressure(cmH2O) 14.2
MechanicalVentilator-PlateauPressure(cmH2O) 12.7
MechanicalVentilator-RespirationRate(1/min) 30.0
MechanicalVentilator-StaticRespiratoryCompliance(mL/cmH2O) 30.4
MechanicalVentilator-TidalVolume(mL) 105
MechanicalVentilator-TotalLungVolume(mL) 58.2
MechanicalVentilator-TotalPositiveEndExpiratoryPressure(cmH2O) 9.28
MechanicalVentilator-TotalPulmonaryVentilation(L/min) 3.14
HeartRate(1/min) 140
HeartStrokeVolume(mL) 51.4
HeartEjectionFraction 0.440
BloodVolume(L) 5.50
ExtravascularFluidVolume(L) 34.1
MeanArterialPressure(mmHg) 96.4
SystolicArterialPressure(mmHg) 110
DiastolicArterialPressure(mmHg) 82.4
CardiacOutput(L/min) 7.21
HemoglobinContent(g) 450
CentralVenousPressure(mmHg) 4.17
PulmonaryCapillariesWedgePressure(mmHg) 5.19
TidalVolume(mL) 105
RespirationRate(1/min) 30.0
OxygenSaturation 0.781
CarbonDioxideSaturation 0.0291
EndTidalCarbonDioxideFraction 0.0312
EndTidalCarbonDioxidePressure(mmHg) 24.0
TotalAlveolarVentilation(L/min) 0.00
TranspulmonaryPressure(cmH2O) 15.6
CoreTemperature(degC) 37.0
SkinTemperature(degC) 30.4
RespiratoryExchangeRatio 0.776
OxygenConsumptionRate(mL/min) 213
CarbonDioxideProductionRate(mL/min) 165
GlomerularFiltrationRate(mL/min) 78.2
RenalBloodFlow(L/min) 1.05
UrineProductionRate(mL/min) 0.988
LeftAfferentArterioleResistance(mmHg_min/mL) 0.0384
RightAfferentArterioleResistance(mmHg_min/mL) 0.0384
SystemicVascularResistance(mmHg_s/mL) 0.767
BloodPH 7.42
HorowitzIndex(mmHg) 101
Aorta-Oxygen-PartialPressure(mmHg) 36.8
Aorta-CarbonDioxide-PartialPressure(mmHg) 36.5
VenaCava-Oxygen-PartialPressure(mmHg) 25.7
VenaCava-CarbonDioxide-PartialPressure(mmHg) 43.6
RightTubules-Sodium-Concentration(g/L) 4.02
LeftTubules-Sodium-Concentration(g/L) 4.02
Oxygen-AlveolarTransfer(mL/min) 51.1
CarbonDioxide-AlveolarTransfer(mL/min) -45.9

Scenario Output Plots


Figure 13. Select outputs from the scenario.


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