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Description of a Swine Infant Model of Volume-Controlled Hemorrhagic Shock
Published on: November 3, 2023
Combining the Lactate Level and Shock Index for Predicting Postpartum Hemorrhage Outcomes: An 11-Year Retrospective
Journal of Emergency Nursing
|June 20, 2026
Summary
Initial lactate levels effectively predict severe postpartum hemorrhage outcomes like massive transfusion. Combining lactate with the shock index further enhances the ability to identify high-risk patients for better management.
Area of Science:
- Obstetrics and Gynecology
- Emergency Medicine
- Clinical Biochemistry
Background:
- Accurate assessment of postpartum hemorrhage (PPH) severity is challenging using estimated blood loss alone.
- There is a need for reliable physiological or biochemical markers for early PPH risk stratification.
- Initial clinical indicators require evaluation for their prognostic value in PPH.
Purpose of the Study:
- To assess the association of initial lactate levels and shock index with major PPH outcomes.
- To compare the discriminative performance of lactate and shock index in predicting PPH complications.
- To evaluate the combined predictive power of lactate and shock index for PPH severity.
Main Methods:
- Retrospective analysis of 424 PPH cases from 2013-2023 at a South Korean tertiary hospital.
- Outcomes assessed: massive transfusion, hysterectomy, uterine artery embolization, and ICU admission.
- Logistic regression and ROC analyses were used to determine prognostic factors and compare performance.
Main Results:
- Initial lactate levels were independently associated with massive transfusion (aOR 1.35) and ICU admission (aOR 1.36).
- Lactate demonstrated high discriminative performance for massive transfusion (AUC 0.86) and hysterectomy (AUC 0.84).
- The combination of lactate and shock index yielded the highest performance for massive transfusion (AUC 0.88).
Conclusions:
- Initial lactate levels are valuable predictors of severe PPH outcomes, particularly massive transfusion.
- Combining lactate with the shock index improves the prediction of critical PPH complications.
- Lactate-based assessment can aid in early risk stratification and clinical decision-making for PPH management.

