Annals of Intensive Care · 2019 · 36 citations · 33 references
MedicineCardiologyPhysiologyClinical CardiologyCritical Care CardiologyHemodynamic ManagementCardiovascular AssessmentCardiovascular MonitoringFluid ResuscitationHeart FailureHemodynamic SupportHemodynamicsArterial Blood Pressure MeasurementCardiac OutputCirculatory FailureFluid Bolus ChallengeFluid Bolus TherapyHeart RateHemodynamic MonitoringHemodynamic Monitoring Modalities
BACKGROUND: Volume expansion is aimed at increasing cardiac output (CO), but this variable is not always directly measured. We assessed the ability of changes in arterial pressure, pulse pressure variation (PPV) and heart rate (HR) or of a combination of them to detect a positive response of cardiac output (CO) to fluid administration. METHODS: We retrospectively included 491 patients with circulatory failure. Before and after a 500-mL normal saline infusion, we measured CO (PiCCO device), HR, systolic (SAP), diastolic (DAP), mean (MAP) and pulse (PP) arterial pressure, PPV, shock index (HR/SAP) and the PP/HR ratio. RESULTS: The fluid-induced changes in HR were not correlated with the fluid-induced changes in CO. The area under the receiver operating characteristic curve (AUROC) for changes in HR as detectors of a positive fluid response (CO increase ≥ 15%) was not different from 0.5. The fluid-induced changes in SAP, MAP, PP, PPV, shock index (HR/SAP) and the PP/HR ratio were correlated with the fluid-induced changes in CO, but with r < 0.4. The best detection was provided by increases in PP, but it was rough (AUROC = 0.719 ± 0.023, best threshold: increase ≥ 10%, sensitivity = 72 [66-77]%, specificity = 64 [57-70]%). Neither the decrease in shock index nor the changes in other indices combining changes in HR, shock index, PPV and PP provided a better detection of a positive fluid response than changes in PP. CONCLUSION: A positive response to fluid was roughly detected by changes in PP and not detected by changes in HR. Changes in combined indices including the shock index and the PP/HR ratio did not provide a better diagnostic accuracy.
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Statistical Methods for Research Workers
American Journal of Clinical Pathology · 1945 · 11.1K citations
Statistical Methods for Research Workers.
L. I., R. A. Fisher · Journal Of The Royal Statistical Society · 1926 · 2.2K citations