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A Point-of-Care Method with Integrated Decision Support Tool to Estimate Anemia at Population Level
Published on: January 19, 2024
Preoperative Hemoglobin Threshold as a Predictor of Transfusion Risk in Pregnant Patients: An Observational Study for
Mirela Andreea Marcu1,2, Ancuța Iacob3, Carmen Lidia Chițescu3
1Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Insights
Preoperative hemoglobin levels are key for predicting transfusion risk in pregnant women. Maintaining hemoglobin above 10.9 g/dL is crucial for reducing transfusions and improving maternal safety.
Area of Science:
- Obstetrics and Gynecology
- Hematology
- Anesthesiology
Background:
- Preoperative anemia is a significant, modifiable risk factor in obstetric care.
- Patient Blood Management (PBM) frameworks require precise hemoglobin (Hb) thresholds for clinical decisions.
- Identifying optimal Hb levels can guide interventions to mitigate transfusion risks.
Purpose of the Study:
- To evaluate the predictive capability of preoperative hemoglobin levels for red blood cell (RBC) transfusion.
- To determine the optimal hemoglobin cutoff value associated with transfusion risk in pregnant women.
- To assess the influence of other factors like anticoagulant therapy and maternal age on transfusion needs.
Main Methods:
- Retrospective analysis of 932 pregnant women.
- Binary logistic regression to identify predictors of RBC transfusion.
- Receiver Operating Characteristic (ROC) curve analysis with Youden index to determine optimal cutoff.
Main Results:
- 5.2% of women required RBC transfusion.
- Preoperative hemoglobin was the strongest independent predictor of transfusion (OR=0.216, p<0.001).
- An optimal Hb threshold of 10.9 g/dL was identified (AUC=0.875, sensitivity=89.6%, specificity=60.5%).
Conclusions:
- Preoperative hemoglobin concentration is the primary determinant of transfusion risk in obstetrics.
- PBM protocols should aim to maintain Hb levels above 10.9 g/dL to minimize perioperative transfusions.
- Optimizing preoperative Hb improves maternal safety and clinical outcomes.
Abstract:
Background and Objectives: Preoperative anaemia represents a key modifiable risk factor in obstetrics. Within the framework of Patient Blood Management (PBM), establishing precise hemoglobin (Hb) thresholds is essential for optimal clinical decision-making. This study aimed to assess the predictive value of preoperative hemoglobin levels and to determine the optimal cutoff associated with transfusion risk. Materials and Methods: A retrospective analysis was performed on 932 pregnant women. The association between preoperative hemoglobin, anticoagulant therapy, mode of delivery and maternal age with the need for red blood cell transfusion was evaluated using binary logistic regression and Receiver Operating Characteristic (ROC) curve analysis with the Youden index. Results: Red blood cell transfusion was required in 5.2% (n = 48) of the study population. Logistic regression identified preoperative hemoglobin as the strongest independent predictor (p < 0.001, OR = 0.216, 95% CI: 0.153-0.306), indicating that each 1 g/dL increase in Hb reduced the likelihood of transfusion by 78.4%. Anticoagulant therapy and age were not significant independent predictors (p > 0.05). ROC analysis demonstrated excellent predictive performance, with an Area Under the Curve (AUC) of 0.875 (95% CI: 0.823-0.927, p < 0.001). The optimal threshold for predicting transfusion risk was 10.9 g/dL (sensitivity: 89.6%, specificity: 60.5%). Conclusions: Preoperative hemoglobin concentration is the primary determinant of transfusion risk, outweighing the influence of clinical comorbidities. The integration of PBM protocols designed to sustain hemoglobin levels above 10.9 g/dL is essential to reduce perioperative transfusion requirements and to promote improved maternal safety and clinical outcomes.
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