PapersFlow Research Brief
Pregnancy and preeclampsia studies
Research Guide
What is Pregnancy and preeclampsia studies?
Pregnancy and preeclampsia studies is a research cluster examining the pathophysiology, risk factors, diagnosis, and management of preeclampsia, a hypertensive disorder of pregnancy linked to placental development issues, endothelial dysfunction, angiogenic imbalances, and long-term cardiovascular risks for mothers and offspring.
The field encompasses 313,200 works focused on preeclampsia associations with placental development, hypertensive disorders, maternal mortality, fetal growth restriction, angiogenic factors, oxidative stress, and cardiovascular health. Key studies demonstrate that excess placental soluble fms-like tyrosine kinase 1 (sFlt1) contributes to endothelial dysfunction, hypertension, and proteinuria in preeclampsia, affecting 5% of pregnancies (Maynard et al., 2003). Increased circulating sFlt-1 levels and reduced PlGF predict preeclampsia development (Levine et al., 2004).
Topic Hierarchy
Research Sub-Topics
Preeclampsia Pathophysiology
This sub-topic investigates the molecular mechanisms of preeclampsia involving placental ischemia, trophoblast dysfunction, and systemic inflammation. Researchers study animal models, biomarkers, and cellular pathways linking abnormal placentation to maternal endothelial damage.
Angiogenic Factors in Preeclampsia
This sub-topic examines imbalances in sFlt-1, PlGF, and VEGF as diagnostic and predictive biomarkers, including their roles in endothelial dysfunction. Researchers develop assays, longitudinal studies, and therapeutic modulation strategies targeting angiogenic pathways.
Preeclampsia Risk Factors
This sub-topic analyzes epidemiological risk factors including genetics, obesity, prior history, and environmental exposures through cohort studies and meta-analyses. Researchers identify gene-environment interactions and develop risk prediction models.
Hypertensive Disorders of Pregnancy
This sub-topic covers classification, diagnosis, and management of gestational hypertension, preeclampsia, and eclampsia per international guidelines. Researchers conduct clinical trials on antihypertensive therapy, timing of delivery, and long-term surveillance.
Long-term Cardiovascular Risks After Preeclampsia
This sub-topic tracks cardiovascular morbidity, hypertension, and metabolic syndrome in women and offspring post-preeclampsia via population registries. Researchers elucidate shared pathways and develop survivorship care models.
Why It Matters
Preeclampsia contributes substantially to maternal and fetal morbidity and mortality, with studies identifying excess placental sFlt1 as a key factor in endothelial dysfunction, hypertension, and proteinuria, affecting 5% of pregnancies ("Excess placental soluble fms-like tyrosine kinase 1 (sFlt1) may contribute to endothelial dysfunction, hypertension, and proteinuria in preeclampsia" (2003)). Levine et al. (2004) showed that elevated sFlt-1 and reduced PlGF levels predict preeclampsia risk, enabling earlier interventions ("Circulating Angiogenic Factors and the Risk of Preeclampsia" (2004)). Recent funding includes a $4.7 million grant from the Bill & Melinda Gates Foundation to UNMC for preeclampsia treatment development and $600,000 from March of Dimes for drug research targeting preeclampsia, addressing its role in global maternal deaths as analyzed by Khan et al. (2006) ("WHO analysis of causes of maternal death: a systematic review" (2006)). Tools like GitHub's Preeclampsia_risk_calculator use maternal factors for risk assessment, while Mirvie's Encompass blood test predicts personalized preeclampsia risk early in pregnancy.
Reading Guide
Where to Start
"Excess placental soluble fms-like tyrosine kinase 1 (sFlt1) may contribute to endothelial dysfunction, hypertension, and proteinuria in preeclampsia" (2003) by Maynard et al., as it provides a foundational explanation of sFlt1's role in core preeclampsia pathophysiology with direct evidence from models, cited 3884 times.
Key Papers Explained
"Excess placental soluble fms-like tyrosine kinase 1 (sFlt1) may contribute to endothelial dysfunction, hypertension, and proteinuria in preeclampsia" (2003) by Maynard et al. establishes sFlt1 as a placental factor causing endothelial dysfunction; Levine et al. (2004) in "Circulating Angiogenic Factors and the Risk of Preeclampsia" builds on this by quantifying sFlt-1/PlGF imbalances for prediction; "Hypertension in Pregnancy" (2013) by the ACOG Task Force integrates these into clinical management guidelines; Chen et al. (2017) in "Lanthanum Chloride Inhibits LPS Mediated Expressions of Pro-Inflammatory Cytokines and Adhesion Molecules in HUVECs" models related endothelial inflammation pathways.
Paper Timeline
Most-cited paper highlighted in red. Papers ordered chronologically.
Advanced Directions
Recent preprints explore maternal plasma cell-free RNA for trimester-specific preeclampsia prediction in 9,586 pregnancies ("Maternal plasma cell-free RNA as a predictor of early and late-onset preeclampsia throughout pregnancy" (2025)) and multi-omic insights into cardiovascular outcomes ("Multi-omic insights of preeclampsia and cardiovascular health outcomes" (2025)). Funding drives therapeutics, including $4.7M Gates Foundation grant for treatments and March of Dimes $600K for drugs. GitHub repositories like PEPrML develop bias-free ML risk models.
Papers at a Glance
| # | Paper | Year | Venue | Citations | Open Access |
|---|---|---|---|---|---|
| 1 | Lanthanum Chloride Inhibits LPS Mediated Expressions of Pro-In... | 2017 | Cellular Physiology an... | 5.7K | ✓ |
| 2 | Hyperglycemia and Adverse Pregnancy Outcomes | 2008 | New England Journal of... | 5.4K | ✕ |
| 3 | International Association of Diabetes and Pregnancy Study Grou... | 2010 | Diabetes Care | 5.2K | ✓ |
| 4 | WHO analysis of causes of maternal death: a systematic review | 2006 | The Lancet | 4.0K | ✕ |
| 5 | Excess placental soluble fms-like tyrosine kinase 1 (sFlt1) ma... | 2003 | Journal of Clinical In... | 3.9K | ✓ |
| 6 | Hypertension in Pregnancy | 2013 | Obstetrics and Gynecology | 3.9K | ✕ |
| 7 | A Quantitative Assessment of Plasma Homocysteine as a Risk Fac... | 1995 | JAMA | 3.6K | ✕ |
| 8 | Circulating Angiogenic Factors and the Risk of Preeclampsia | 2004 | New England Journal of... | 3.5K | ✓ |
| 9 | Fetal origins of coronary heart disease | 1995 | BMJ | 3.5K | ✕ |
| 10 | A Reversible Posterior Leukoencephalopathy Syndrome | 1996 | New England Journal of... | 3.3K | ✕ |
In the News
$4.7 million grant will fund preeclampsia research
A UNMC research team has been awarded a $4.7 million grant from the Bill & Melinda Gates Foundation to advance the development of a potentially groundbreaking treatment for preeclampsia, a life-thr...
College of Medicine researchers awarded more than $6 ...
The funding will enable Bradley and her team to examine the impact of severe preeclampsia on heart function during and after pregnancy. Building upon previous findings that revealed evidence of con...
Press Releases
New Preeclampsia Research Funded to Investigate Genetic Targets to Develop Potential Therapeutics LOAD MORE
March of Dimes Discovery Grants Support Research into ...
**ARLINGTON, VA, February 18, 2025**— March of Dimes, the leading organization fighting for the health of all moms and babies, today announced a $600,000 research investment aimed at developing dru...
Mirvie's Encompass™ named to TIME's Best Inventions ...
Encompass provides a first-of-its-kind, personalized risk prediction of preeclampsia early via a simple blood test so pregnant women and their care teams can take action to support a healthy pregna...
Code & Tools
This project aimed to develop an app enabling pregnant users to input their age, race, ethnicity, by selecting diagnosed medical conditions such as...
## Repository files navigation # ehr-preeclampsia-model Use mom-baby EHR to validate ShinyApp model. The goal of the project is to predict infant...
This repository is for the paper: A Comprehensive and Racial Bias-Free Machine Learning Approach for Risk Prediction of Preeclampsia with Severe Fe...
## Repository files navigation # Multiomics\_Preeclampsia Repository to reproduce analyses from manuscript titled "Multiomics Longitudinal Modeli...
This study aimed to develop and validate an early screening model for preeclampsia, that could achieve reliable performance within a natural popula...
Recent Preprints
Research Roundup
prevention, long-term effects, risk factors and etiology of preeclampsia.
Our Research Results
Working collaboratively with researchers to answer science's most pressing questions about preeclampsia #### Last Updated on September 05, 2023
Maternal plasma cell-free RNA as a predictor of early and late-onset preeclampsia throughout pregnancy
Early- and late-onset preeclampsia (EOPE and LOPE) pose serious maternal-fetal risks, yet non-invasive early prediction remains challenging. In a prospective cohort of 9,586 pregnancies, we analyze...
Multi-omic insights of preeclampsia and cardiovascular health outcomes
Preeclampsia is a complex, hypertensive pregnancy disorder which is linked to an increased cardiovascular disease risk in both mothers and their offspring. Maternal haemodynamic adaptation during g...
Global prevalence of preeclampsia, eclampsia, and HELLP syndrome: a systematic review and meta-analysis
**Introduction:**Hypertensive disorders of pregnancy represent a leading cause of maternal and perinatal morbidity and mortality worldwide. However, prevalence estimates of preeclampsia, eclampsia,...
Latest Developments
Recent developments in pregnancy and preeclampsia research as of February 2026 include the identification of at least two variants of preeclampsia—early and late onset—and advancements in biomarker discovery, such as maternal plasma cell-free RNA and epigenetic signatures, to improve early diagnosis and risk prediction (preeclampsia.org, Nature Communications, Nature Medicine). Additionally, ongoing clinical trials are exploring treatments like aspirin dosing and sleep apnea management, while studies continue to investigate the links between high blood pressure during pregnancy and complications (clinicaltrials.ucsf.edu, Life & Style, newsroom.heart.org).
Sources
Frequently Asked Questions
What role does sFlt1 play in preeclampsia?
Excess placental soluble fms-like tyrosine kinase 1 (sFlt1) contributes to endothelial dysfunction, hypertension, and proteinuria in preeclampsia, a syndrome affecting 5% of pregnancies ("Excess placental soluble fms-like tyrosine kinase 1 (sFlt1) may contribute to endothelial dysfunction, hypertension, and proteinuria in preeclampsia" (2003)). Placental ischemia leads to sFlt1 production, disrupting angiogenic balance. Maynard et al. (2003) identified this mechanism through experimental models.
How do angiogenic factors predict preeclampsia?
Increased levels of sFlt-1 and reduced levels of PlGF predict the subsequent development of preeclampsia ("Circulating Angiogenic Factors and the Risk of Preeclampsia" (2004)). Levine et al. (2004) measured these factors in circulation to assess risk. This imbalance reflects underlying placental pathology.
What are key diagnostic recommendations for hyperglycemia in pregnancy related to preeclampsia risks?
The International Association of Diabetes and Pregnancy Study Groups provides recommendations on diagnosing and classifying hyperglycemia in pregnancy, relevant to preeclampsia comorbidities ("International Association of Diabetes and Pregnancy Study Groups Recommendations on the Diagnosis and Classification of Hyperglycemia in Pregnancy" (2010)). Metzger et al. (2010) base criteria on data linking maternal glucose to adverse outcomes. Hyperglycemia associates with increased birth weight and preeclampsia risks.
What causes contribute to maternal mortality in preeclampsia studies?
Hypertensive disorders like preeclampsia rank among leading causes of maternal death globally ("WHO analysis of causes of maternal death: a systematic review" (2006)). Khan et al. (2006) systematically reviewed data showing preeclampsia contributions. Management guidelines address these risks ("Hypertension in Pregnancy" (2013)).
How is endothelial dysfunction studied in preeclampsia models?
LPS-mediated expressions of pro-inflammatory cytokines and adhesion molecules in HUVECs model endothelial dysfunction relevant to preeclampsia ("Lanthanum Chloride Inhibits LPS Mediated Expressions of Pro-Inflammatory Cytokines and Adhesion Molecules in HUVECs: Involvement of NF-κB-Jmjd3 Signaling" (2017)). Chen et al. (2017) showed LaCl3 pretreatment inhibits these via NF-κB-Jmjd3 pathways. This links to preeclampsia pathophysiology.
What is the current state of preeclampsia prediction tools?
Recent preprints use maternal plasma cell-free RNA for predicting early- and late-onset preeclampsia in cohorts of over 9,000 pregnancies ("Maternal plasma cell-free RNA as a predictor of early and late-onset preeclampsia throughout pregnancy" (2025)). GitHub tools like Preeclampsia_risk_calculator employ age, race, and conditions for risk scores. Mirvie's Encompass provides personalized blood-based predictions.
Open Research Questions
- ? How can trimester-specific plasma cell-free RNA profiles distinguish early- from late-onset preeclampsia mechanisms?
- ? What multi-omic factors link preeclampsia to long-term cardiovascular outcomes in mothers and offspring?
- ? Which genetic targets offer therapeutic potential for preventing severe preeclampsia features?
- ? How do zero-cost maternal predictors improve early screening models in diverse populations?
- ? What haemodynamic adaptations during gestation shape offspring cardiovascular health post-preeclampsia?
Recent Trends
Preprints from the last six months emphasize non-invasive predictors like plasma cell-free RNA for early- and late-onset preeclampsia in large cohorts ("Maternal plasma cell-free RNA as a predictor of early and late-onset preeclampsia throughout pregnancy" ) and multi-omics for cardiovascular links ("Multi-omic insights of preeclampsia and cardiovascular health outcomes" (2025)).
2025Funding surged with $4.7 million from Bill & Melinda Gates Foundation to UNMC and $600,000 from March of Dimes for therapeutics.
Tools include GitHub's PEPrML for racial bias-free ML prediction and Encompass for blood-based early risk assessment.
Global prevalence meta-analyses highlight varying regional rates ("Global prevalence of preeclampsia, eclampsia, and HELLP syndrome: a systematic review and meta-analysis" ).
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