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First-trimester maternal cell microRNA is a superior pregnancy marker to immunological testing for predicting adverse
Edward E Winger1, Jane L Reed1, Xuhuai Ji2
1Laboratory for Reproductive Medicine and Immunology, 7013 Realm Dr, Ste A, San Jose, CA, USA.
Abstract:
Patients at risk of immune-mediated pregnancy complications have historically relied on the use of peripheral blood immunological assays for diagnosis and pregnancy monitoring. However, these tests often fail to identify many at-risk patients, achieving moderately predictive receiver operating characteristic (ROC) curve AUCs of 0.60-0.70. We previously demonstrated that a microRNA panel comprising 30 microRNAs successfully predicts pregnancy outcome in the first trimester. In our current study we constructed a smaller, more clinically useful seven-microRNA panel from the original panel of 30 microRNAs with equivalent sensitivity and specificity. To select optimal microRNAs for a smaller panel, quantitative RT-PCR on 30 microRNAs was first performed on 48 patients (191 samples) with concurrent immunological testing: TNFα/Il-10 ratio, IFNγ/Il-10, CD56+16+%, NK 50:1 cytotoxicity and T regulatory cells. MicroRNAs were separated into clusters associated with: Th1/Th2 response; T regulatory cell percent; pregnancy risk; treatment response. Seven most differentially expressed microRNAs were selected. The seven microRNA scoring system was then applied to 39 patient samples in the first trimester of pregnancy (19 healthy deliveries, 8 miscarriages, 12 preeclampsia [7 late-onset and 5 early-onset]) and 20 samples in the preconception period (2-10 weeks before conception). Predictive value was assessed. ROC curves for the seven-microRNA panel achieved AUC 0.92 for miscarriage and 0.90 for preeclampsia (blood drawn 34.9±19.2 days post-implantation). For samples measured preconception, ROC curve analysis demonstrated AUC 0.81 for adverse pregnancy outcome. Maternal PBMC microRNA can identify high-risk patients likely to benefit from immunotherapy with improved sensitivity and specificity compared with standard immune assays.
Insights
A new seven-microRNA panel accurately predicts pregnancy complications like miscarriage and preeclampsia. This blood test offers higher sensitivity and specificity than traditional immune assays for at-risk patients.
Area of Science:
- Reproductive immunology
- Molecular diagnostics
- Genomics
Background:
- Immune-mediated pregnancy complications pose risks, with current diagnostic assays showing limited predictive accuracy (AUC 0.60-0.70).
- Previous research identified a 30-microRNA panel capable of predicting first-trimester pregnancy outcomes.
- A need exists for a more clinically practical and highly predictive diagnostic tool.
Purpose of the Study:
- To develop and validate a smaller, clinically applicable seven-microRNA panel for predicting adverse pregnancy outcomes.
- To compare the predictive performance of the novel microRNA panel against established immunological assays.
Main Methods:
- Quantitative RT-PCR was used to analyze 30 microRNAs in 191 samples from 48 patients, alongside immunological markers.
- MicroRNAs were clustered based on immune responses and pregnancy risk.
- A seven-microRNA scoring system was developed and tested on first-trimester pregnancy samples and preconception samples.
Main Results:
- The seven-microRNA panel achieved high predictive accuracy: AUC 0.92 for miscarriage and 0.90 for preeclampsia in the first trimester.
- Preconception blood samples analyzed with the panel showed an AUC of 0.81 for adverse pregnancy outcomes.
- The microRNA panel demonstrated superior sensitivity and specificity compared to standard immune assays.
Conclusions:
- Maternal peripheral blood microRNAs can effectively identify high-risk pregnancies amenable to immunotherapy.
- The seven-microRNA panel represents a significant advancement in early detection and management of immune-mediated pregnancy complications.
- This diagnostic approach promises improved pregnancy monitoring and outcomes.
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