Key result
Heart rate variability metrics added minimal, nonsignificant improvements (AUC +0.00 to +0.05) over routine vital signs for the prehospital identification of hemorrhaging trauma patients.
Why the study?
Do heart rate variability metrics improve the identification of hemorrhagic injury requiring PRBC transfusion compared to routine vital signs in adult prehospital trauma patients?
Observational (n=402)
Do heart rate variability metrics improve the identification of hemorrhagic injury requiring PRBC transfusion compared to routine vital signs in adult prehospital trauma patients?
Effect estimate: AUC improvement +0.00 to +0.05
Heart rate variability metrics do not provide clinically significant additional diagnostic value over routine vital signs for identifying major hemorrhage in prehospital trauma patients.
HRV metrics add no value over vital signs for prehospital hemorrhage detection; leaves open utility in refined or prospective applications.
OBJECTIVE: During initial assessment of trauma patients, metrics of heart rate variability (HRV) have been associated with high-risk clinical conditions. Yet, despite numerous studies, the potential of HRV to improve clinical outcomes remains unclear. Our objective was to evaluate whether HRV metrics provide additional diagnostic information, beyond routine vital signs, for making a specific clinical assessment: identification of hemorrhaging patients who receive packed red blood cell (PRBC) transfusion. METHODS: Adult prehospital trauma patients were analyzed retrospectively, excluding those who lacked a complete set of reliable vital signs and a clean electrocardiogram for computation of HRV metrics. We also excluded patients who did not survive to admission. The primary outcome was hemorrhagic injury plus different PRBC transfusion volumes. We performed multivariate regression analysis using HRV metrics and routine vital signs to test the hypothesis that HRV metrics could improve the diagnosis of hemorrhagic injury plus PRBC transfusion vs routine vital signs alone. RESULTS: As univariate predictors, HRV metrics in a data set of 402 subjects had comparable areas under receiver operating characteristic curves compared with routine vital signs. In multivariate regression models containing routine vital signs, HRV parameters were significant (P<.05) but yielded areas under receiver operating characteristic curves with minimal, nonsignificant improvements (+0.00 to +0.05). CONCLUSIONS: A novel diagnostic test should improve diagnostic thinking and allow for better decision making in a significant fraction of cases. Our findings do not support that HRV metrics add value over routine vital signs in terms of prehospital identification of hemorrhaging patients who receive PRBC transfusion.
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Edla et al. (2014) conducted an observational in Prehospital trauma (n=402). Heart rate variability (HRV) metrics vs. Routine vital signs alone was evaluated on Hemorrhagic injury plus different packed red blood cell (PRBC) transfusion volumes (AUC improvement +0.00 to +0.05). Heart rate variability metrics added minimal, nonsignificant improvements (AUC +0.00 to +0.05) over routine vital signs for the prehospital identification of hemorrhaging trauma patients.
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