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Author Spotlight: Modeling an Aspect of Preeclampsia in Female Mice Using Hypoxic Human Placenta-Derived Small Extracellular Vesicles
Published on: January 26, 2024
Genetic predictors of blood pressure traits are associated with preeclampsia
Elizabeth A Jasper1,2,3,4, Jacklyn N Hellwege5,3,6, Joseph H Breeyear5
1Division of Quantitative and Clinical Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, 2525 West End Avenue, Suite 600, Rm 616, Nashville, TN, 37203, USA.
Insights
Polygenic scores for blood pressure traits are associated with preeclampsia, indicating shared genetic influences. However, these scores did not improve clinical prediction models for the condition.
Area of Science:
- Genetics
- Obstetrics
- Cardiovascular Medicine
Background:
- Preeclampsia is a serious pregnancy complication with unclear causes but high heritability.
- Hypertension after 20 weeks of gestation defines preeclampsia, a leading cause of maternal and neonatal mortality.
Purpose of the Study:
- To investigate the shared genetic architecture between blood pressure traits and preeclampsia.
- To assess the association of polygenic scores (PGS) for blood pressure with preeclampsia risk.
Main Methods:
- Utilized genetic data from Black and White individuals from BioVU and Penn Medicine Biobank.
- Defined preeclampsia using ICD codes and analyzed associations with diastolic blood pressure (DBP), systolic blood pressure (SBP), and pulse pressure (PP) PGS.
- Conducted meta-analysis across ancestry groups and evaluated prediction model performance.
Main Results:
- All tested polygenic scores (DBP, SBP, PP) showed a significant association with preeclampsia in cross-ancestry meta-analysis.
- The addition of polygenic scores to existing clinical models did not enhance their predictive accuracy for preeclampsia.
- Significant associations were observed: ORDBP=1.10, ORSBP=1.16, ORPP=1.14.
Conclusions:
- Genetic factors influencing blood pressure regulation in the general population also contribute to preeclampsia susceptibility.
- While genetic links exist, polygenic scores alone are not sufficient for improving preeclampsia prediction in clinical settings.
Abstract:
Preeclampsia, a pregnancy complication characterized by hypertension after 20 gestational weeks, is a major cause of maternal and neonatal morbidity and mortality. Mechanisms leading to preeclampsia are unclear; however, there is evidence of high heritability. We evaluated the association of polygenic scores (PGS) for blood pressure traits and preeclampsia to assess whether there is shared genetic architecture. Non-Hispanic Black and White reproductive age females with pregnancy indications and genotypes were obtained from Vanderbilt University's BioVU, Electronic Medical Records and Genomics network, and Penn Medicine Biobank. Preeclampsia was defined by ICD codes. Summary statistics for diastolic blood pressure (DBP), systolic blood pressure (SBP), and pulse pressure (PP) PGS were acquired from Giri et al. Associations between preeclampsia and each PGS were evaluated separately by race and data source before subsequent meta-analysis. Ten-fold cross validation was used for prediction modeling. In 3504 Black and 5009 White included individuals, the rate of preeclampsia was 15.49%. In cross-ancestry meta-analysis, all PGSs were associated with preeclampsia (ORDBP = 1.10, 95% CI 1.02-1.17, p = 7.68 × 10-3; ORSBP = 1.16, 95% CI 1.09-1.23, p = 2.23 × 10-6; ORPP = 1.14, 95% CI 1.07-1.27, p = 9.86 × 10-5). Addition of PGSs to clinical prediction models did not improve predictive performance. Genetic factors contributing to blood pressure regulation in the general population also predispose to preeclampsia.
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