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Related Concept Videos

Teratogenicity01:07

Teratogenicity

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The ability of a drug to produce structural deformations and functional abnormalities in the developing embryo or the fetus is called teratogenicity, and the drug producing this effect is known as a teratogen. Teratogenic effects include stillbirth, miscarriage, intrauterine growth restriction, and neurocognitive delay. A teratogen may affect the embryo at different stages of development, which is important in determining the type and extent of the damage. During blastocyst formation, the early...
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Related Experiment Video

Updated: Jun 9, 2025

Assessment of Maternal Vascular Remodeling During Pregnancy in the Mouse Uterus
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First-Trimester Prediction Models Based on Maternal Characteristics for Adverse Pregnancy Outcomes: A Systematic

Jacintha C A van Eekhout1, Ellis C Becking2, Peter G Scheffer2

  • 1Department of Genetics, Erasmus Medical Centre, Rotterdam, The Netherlands.

BJOG : an International Journal of Obstetrics and Gynaecology
|October 25, 2024
PubMed
Summary

First-trimester prediction models for adverse pregnancy outcomes like preeclampsia (PE) and gestational diabetes mellitus (GDM) are numerous. However, most models have a high risk of bias and lack sufficient validation, limiting their clinical use.

Keywords:
adverse pregnancy outcomesfirst trimestergestational diabetesprediction modelspreeclampsiarisk stratificationsmall for gestational age neonatesspontaneous preterm birth

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Area of Science:

  • Obstetrics and Gynecology
  • Maternal-Fetal Medicine
  • Epidemiology

Background:

  • Early risk stratification for adverse pregnancy outcomes (APOs) is crucial for timely interventions.
  • APOs include preeclampsia (PE), small-for-gestational-age neonates (SGA), spontaneous preterm birth (sPTB), and gestational diabetes mellitus (GDM).

Purpose of the Study:

  • To conduct a systematic review and meta-analysis of prediction models developed in the first trimester for APOs.
  • To evaluate the performance, validation, and risk of bias of these models.

Main Methods:

  • A systematic search of the PubMed database was performed up to June 6, 2024.
  • Included were first-trimester prediction models based solely on maternal characteristics, excluding those with biochemical or ultrasound markers.
  • Data extraction and risk of bias assessment were conducted using PROBAST by two independent reviewers.

Main Results:

  • 77 articles were included, detailing 91 prediction models for PE, SGA, sPTB, and GDM.
  • Median AUCs varied: PE (0.75), SGA (nulliparous: 0.62; multiparous: 0.74), sPTB (nulliparous: 0.65; multiparous: 0.71), and GDM (0.71).
  • High risk of bias was found in 94.5% of developed models, and only 43.9% underwent internal validation, while 49.5% had external validation.

Conclusions:

  • Numerous first-trimester prediction models exist for APOs.
  • However, significant methodological limitations, including high risk of bias and inadequate validation, are prevalent.
  • Improvements in methodological quality and clinical utility assessment are necessary before widespread adoption.