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A Data-Driven Approach to Quantifying Immune States in Sepsis
Published on: February 7, 2025
Development of the Sepsis-Associated Adverse Outcomes in Pregnancy Score
Angela J Stephens1, Kyung H Lee2, John R Barton3
1Department of Obstetrics, Gynecology, and Reproductive Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas.
The new Sepsis-Associated Adverse Outcomes in Pregnancy (SAAP) Score aids in early identification of pregnant individuals with infection at high risk for adverse outcomes. This score can help improve maternal sepsis outcomes through timely intervention.
Area of Science:
- Obstetrics and Gynecology
- Infectious Diseases
- Critical Care Medicine
Background:
- Sepsis is a significant cause of maternal morbidity and mortality.
- Early identification of maternal sepsis is crucial for improving outcomes.
- Existing methods for identifying high-risk pregnancies may not be sufficiently sensitive.
Purpose of the Study:
- To develop and validate the Sepsis-Associated Adverse Outcomes in Pregnancy (SAAP) Score.
- To identify pregnant and postpartum individuals at risk for composite maternal adverse outcomes (CMAO) due to infection.
- To provide a tool for early recognition of severe maternal infection.
Main Methods:
- Retrospective cohort study using International Classification of Disease codes.
- Inclusion of pregnant and postpartum individuals with a primary diagnosis of infection.
- Development of a scoring system using regularized logistic regression, evaluating variables for statistical and clinical significance.
- Assessment of model performance using area under the curve (AUC), sensitivity, specificity, and predictive values.
Main Results:
- The study identified 227 individuals meeting inclusion criteria, with 39.2% experiencing CMAO.
- The SAAP score comprises six variables: white blood cell count, systolic blood pressure, respiratory rate, heart rate, lactic acid, and abnormal diagnostic imaging.
- An abnormal SAAP score (≥7) demonstrated an AUC of 0.80 for predicting CMAO, with a sensitivity of 0.71 and specificity of 0.73.
Conclusions:
- The SAAP score, comprising six variables, shows promise for early recognition of pregnant and postpartum individuals with infection likely to develop adverse maternal outcomes.
- Pending external validation, the SAAP score can aid clinicians in identifying high-risk patients for timely intervention.
- The score's performance metrics suggest its utility in improving maternal sepsis management.
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