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Published on: January 26, 2024
Predicting Preeclampsia in Gestational Diabetes Mellitus Using the sFlt-1/PlGF Ratio
Sarah Brittany Noonan1,2, Shaun Patrick Brennecke2,3, Gabriel Davis Jones2,4
1Melbourne Medical School, The University of Melbourne, Melbourne 3052, Australia.
Insights
The soluble fms-like tyrosine kinase 1 (sFlt-1) to placental growth factor (PlGF) ratio accurately predicts preeclampsia (PE) in pregnant women, even those with gestational diabetes mellitus (GDM). This blood test remains a valuable tool for predicting PE onset despite potential biomarker changes associated with GDM.
Area of Science:
- Obstetrics and Gynecology
- Maternal-Fetal Medicine
- Clinical Biochemistry
Background:
- The sFlt-1/PlGF ratio is a validated biomarker for predicting preeclampsia (PE).
- Gestational diabetes mellitus (GDM) is a known risk factor for PE and may independently affect sFlt-1/PlGF levels.
- The predictive utility of the sFlt-1/PlGF ratio in the presence of GDM requires further investigation.
Purpose of the Study:
- To evaluate the diagnostic performance of the sFlt-1/PlGF ratio for preeclampsia prediction in pregnant women with and without GDM.
- To determine if GDM influences the clinical utility of the sFlt-1/PlGF ratio test for PE prediction.
Main Methods:
- Retrospective analysis of 1,416 sFlt-1/PlGF ratio results and clinical outcomes.
- Data collected from September 2016 to September 2022 at The Royal Women's Hospital, Melbourne.
- Comparison of predictive performance (AUC, sensitivity, specificity, PPV, NPV) between PE patients with and without GDM.
Main Results:
- No significant differences in predictive performance (AUC, specificity, sensitivity, PPV, NPV) were observed between PE groups with and without GDM.
- In the 0-7 day prediction window, the sFlt-1/PlGF ratio demonstrated high accuracy (AUC 0.82-0.87) and negative predictive value (NPV 92.7%-94.8%) in both groups.
- The sFlt-1/PlGF ratio maintained its predictive capability for PE onset, irrespective of GDM status.
Conclusions:
- The sFlt-1/PlGF ratio test retains its clinical utility for predicting preeclampsia onset.
- Despite potential GDM-induced alterations in biomarker levels, the test's predictive power for PE remains robust.
- This finding supports the continued use of the sFlt-1/PlGF ratio in managing pregnant women with or at risk for GDM and PE.
Context:
The soluble Fms-like tyrosine kinase-1/placental growth factor (sFlt-1/PlGF) ratio blood test can aid the prediction of preeclampsia (PE) in advance of a clinical diagnosis. Gestational diabetes mellitus (GDM) predisposes to PE, but may influence levels of these biomarkers independently of PE.
Objective:
To determine whether the sFlt-1/PlGF ratio retains its clinical utility to predict PE in patients with GDM.
Methods:
Retrospective analysis of sFlt-1/PlGF ratio and associated clinical outcome data acquired between September 2016 and September 2022, at the Royal Women's Hospital, Melbourne, Australia. 1416 sFlt-1/PlGF ratio results from pregnant women with and without GDM, and with and without PE were analysed. The main outcome measures were sFlt-1, PlGF and sFlt-1/PlGF ratio test results in relation to PE and GDM.
Results:
There were no significant differences in the area under the curve (AUC), specificity, sensitivity, positive predictive value, or negative predictive value (NPV) between the PE + No GDM and PE + GDM groups in both the 0 to 7 and the 8 to 14 days before delivery categories. In the 0- to 7-day category the PE + No GDM group had an AUC of 0.82 (95% CI 0.79-0.87), sensitivity of 85.3% (95% CI 80.8-89.1%) and NPV of 92.7% (95% CI 90.5-94.5%), and the PE + GDM group had an AUC of 0.87 (95% CI 0.82-0.93), sensitivity of 89.4% (95% CI 76.9-96.5%), and NPV of 94.8% (95% CI 88.7-97.7%).
Conclusion:
The results of this investigation indicate that although GDM may lead to changes in the sFlt-1/PlGF ratio, the sFlt-1/PlGF ratio test retains its clinical utility in predicting PE onset.
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