ArticleAmerican journal of obstetrics and gynecology2023
Preeclampsia at term can be classified into 2 clusters with different clinical characteristics and outcomes based on angiogenic biomarkers in maternal blood.
Article in American journal of obstetrics and gynecology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed, 36 citations in OpenAlex.
- Phenotyping Preeclampsia Using Unsupervised Machine Learning: A Prospective Cohort Study.BJOG : an international journal of obstetrics and gynaecology · 2026Article
- Placental basal plate with attached myofibers and adverse pregnancy outcomes: A systematic scoping review.Acta obstetricia et gynecologica Scandinavica · 2026Article
- A New Severity Index for Placental Abruption Predicts Recurrence Risk in Future Pregnancies.Journal of clinical medicine · 2026Article
- Soluble fms-like tyrosine kinase-1 and placental growth factor as predictors of adverse maternal events in women with a confirmed diagnosis of preeclampsia.Pregnancy (Hoboken, N.J.) · 2026Article
- Rethinking Risk Prediction in Preeclampsia: From Biomarkers to Mechanistic Phenotypes and Longitudinal Models.International journal of molecular sciences · 2026Review
- Maternal circulating sFlt-1/placental growth factor is a biomarker of fetal death associated with placental lesions of maternal vascular malperfusion.Journal of perinatal medicine · 2026Article
- Phenotypic subclassification of preeclampsia through cluster analysis of preterm birth-related factors.BMC medical informatics and decision making · 2026Article
- Large-Scale Proteomics Reveals New Candidate Biomarkers for Late-Onset Preeclampsia.Hypertension (Dallas, Tex. : 1979) · 2026Article
- Risk stratification and prediction of emergency delivery in early-onset preeclampsia using machine learning.BMC medical informatics and decision making · 2025Article
- Endothelial Activation and Stress Index Is Associated With Adverse Maternal and Perinatal Outcomes in Preeclampsia.Journal of the American Heart Association · 2025Article
- Organ-system-based subclassification of preeclampsia using machine learning predicts pregnancy outcomes.BMC pregnancy and childbirth · 2025Article
- Association of Periconceptional Dietary Inflammatory Index and Hypertensive Disorders of Pregnancy and Its Subtype.American journal of reproductive immunology (New York, N.Y. : 1989) · 2025Observational
- Pathophysiology of Maternal Obesity and Hypertension in Pregnancy.Journal of cardiovascular development and disease · 2025Review
- Prediction of late-onset preeclampsia using plasma proteomics: a longitudinal multi-cohort study.Scientific reports · 2024Article
- Proteomic Profiles of Maternal Plasma Extracellular Vesicles for Prediction of Preeclampsia.American journal of reproductive immunology (New York, N.Y. : 1989) · 2024Article
- Prediction of adverse maternal and perinatal outcomes associated with pre-eclampsia and hypertensive disorders of pregnancy: a systematic review and meta-analysis.EClinicalMedicine · 2024Article
- Common pathogenesis of early and late preeclampsia: evidence from recurrences and review of the literature.Archives of gynecology and obstetrics · 2024Review
- Article
- Preeclampsia at term: evidence of disease heterogeneity based on the profile of circulating cytokines and angiogenic factors.American journal of obstetrics and gynecology · 2024Article
- Immunologic aspects of preeclampsia.AJOG global reports · 2024Review
Corrections and comments
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Authors and funding
10 authors at 1 institution in 3 countries.
Funding
Abstract
backgroundAn antiangiogenic state has emerged as a mechanism of disease in preeclampsia. Angiogenic biomarkers are used in the risk assessment of this syndrome, particularly of early disease. The role of an antiangiogenic state in late preeclampsia is unclear.
objectiveThis study aimed to determine the prevalence, characteristics, and clinical significance of angiogenic/antiangiogenic factor abnormalities in women with preeclampsia stratified according to gestational age at delivery. STUDY
designTwo studies were conducted: (1) a longitudinal nested case-control study comprising women with preeclampsia (n=151) and a control group (n=540); and (2) a case series of patients with preeclampsia (n=452). In patients with preeclampsia, blood was collected at the time of diagnosis. Plasma concentrations of placental growth factor and soluble fms-like tyrosine kinase-1 were determined by enzyme-linked immunosorbent assays. An abnormal angiogenic profile was defined as a plasma ratio of placental growth factor and soluble fms-like tyrosine kinase-1 expressed as a multiple of the median <10th percentile for gestational age based on values derived from the longitudinal study. The proportion of patients diagnosed with preeclampsia who had an abnormal angiogenic profile was determined in the case-series participants and stratified by gestational age at delivery into early (≤34 weeks), intermediate (34.1-36.9 weeks), and term (≥37 weeks) preeclampsia. The demographics, clinical characteristics, and pregnancy outcomes of women with preeclampsia with and without an abnormal angiogenic profile were compared.
resultsThe prevalence of an abnormal angiogenic profile was higher in preterm than in term preeclampsia (for early, intermediate, and term in the case-control study: 90%, 100%, and 39%; for the case series: 98%, 80%, and 55%, respectively). Women with preeclampsia at term who had an abnormal angiogenic profile were more frequently nulliparous (57% vs 35%), less likely to smoke (14% vs 26%), at greater risk for maternal (14% vs 5%) or neonatal (7% vs 1%) complications, and more often had placental lesions consistent with maternal vascular malperfusion (42% vs 23%; all, P<.05) than those without an abnormal profile. Women with preeclampsia at term who had a normal angiogenic profile had a higher frequency of chronic hypertension (36% vs 21%) and were more likely to have class ≥2 obesity (41% vs 23%) than those with an abnormal profile (both, P<.05).
conclusionPatients with early preeclampsia had an abnormal angiogenic profile in virtually all cases, whereas only 50% of women with preeclampsia at term had such abnormalities. The profile of angiogenic biomarkers can be used to classify patients with preeclampsia at term, on the basis of mechanisms of disease, into 2 clusters, which have different demographics, clinical characteristics, and risks of adverse maternal and neonatal outcomes. These findings provide a simple approach to classify preeclampsia at term and have implications for future clinical care and research.
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