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Admission Lactate and Base Deficit in Predicting Outcomes of Pediatric Trauma
Yo Huh1, Yura Ko2, Kyungjin Hwang1
1Division of Trauma Surgery, Department of Surgery, Ajou University School of Medicine, Suwon, Korea.
Insights
In pediatric trauma, admission lactate levels more strongly predict mortality than base deficit (BD). Base deficit may be a slightly better predictor for hemorrhage-related procedures in children.
Area of Science:
- Pediatric Trauma Care
- Emergency Medicine
- Biomarkers in Critical Care
Background:
- Early identification of hemorrhagic shock in pediatric trauma is crucial.
- Lactate and base deficit (BD) are physiological markers of early hemorrhagic shock.
- Predictive values of lactate and BD in pediatric trauma outcomes require comparison.
Purpose of the Study:
- To compare admission lactate and base deficit (BD) as outcome predictors in pediatric trauma.
- To assess the association of lactate and BD with in-hospital mortality, early transfusion, and early surgical interventions.
- To determine which marker, lactate or BD, offers superior predictive performance.
Main Methods:
- Retrospective review of pediatric trauma patients (2010-2018) from a Korean academic hospital.
- Comparison of admission lactate and BD levels between children with and without adverse outcomes.
- Utilized receiver operating characteristic (ROC) curves to compare marker performance.
- Logistic regression analysis to identify independent associations with outcomes.
Main Results:
- Lactate >5.1 mmol/L was significantly associated with mortality (aOR 6.43).
- Lactate >3.2 mmol/L and BD >4.9 mmol/L were associated with early transfusion.
- BD >5.2 mmol/L was associated with early surgical interventions.
- No significant differences in ROC curve areas were found between lactate and BD for predicting outcomes.
Conclusions:
- Lactate demonstrates a stronger association with mortality in pediatric trauma patients.
- Base deficit may have a marginally stronger association with the need for hemorrhage-related procedures.
- Both markers are valuable, but their predictive strengths differ for specific outcomes.
Background:
To compare admission lactate and base deficit (BD), which physiologically reflect early hemorrhagic shock, as outcome predictors of pediatric trauma.
Methods:
We reviewed the data of children with trauma who visited a Korean academic hospital from 2010 through 2018. Admission lactate and BD were compared between children with and without primary outcomes. The outcomes included in-hospital mortality, early (≤24 h) transfusion, and early surgical interventions for the torso or major vessels. Subsequently, performances of lactate and BD in predicting the outcomes were compared using receiver operating characteristic curves. Logistic regressions were conducted to identify the independent associations of the two markers with each outcome.
Results:
Of the 545 enrolled children, the mortality, transfusion, and surgical interventions occurred in 7.0%, 43.5%, and 14.9%, respectively. Cutoffs of lactate and BD for each outcome were as follows: mortality, 5.1 and 6.7 mmol/L; transfusion, 3.2 and 4.9 mmol/L; and surgical interventions, 2.9 and 5.2 mmol/L, respectively. No significant differences were found in the areas under the curve for each outcome. Of the two markers, a lactate of >5.1 mmol/L was associated with mortality (adjusted odds ratio, 6.43; 95% confidence interval, 2.61-15.84). A lactate of >3.2 mmol/L (2.82; 1.65-4.83) and a BD of >4.9 mmol/L (2.32; 1.32-4.10) were associated with transfusion, while only a BD of >5.2 mmol/L (2.17; 1.26-3.75) was done with surgical interventions.
Conclusions:
In pediatric trauma, lactate is more strongly associated with mortality. In contrast, BD may have a marginally stronger association with the need for hemorrhage-related procedures.
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