External validation of prognostic models for preeclampsia in a Dutch multicenter prospective cohort

Hypertens Pregnancy. 2019 May;38(2):78-88. doi: 10.1080/10641955.2019.1584210. Epub 2019 Mar 20.

Abstract

Objective: To perform an external validation of all published prognostic models for first-trimester prediction of the risk of developing preeclampsia (PE).

Methods: Women <14 weeks of pregnancy were recruited in the Netherlands. All systematically identified prognostic models for PE that contained predictors commonly available were eligible for external validation.

Results: 3,736 women were included; 87 (2.3%) developed PE. Calibration was poor due to overestimation. Discrimination of 9 models for LO-PE ranged from 0.58 to 0.71 and of 9 models for all PE from 0.55 to 0.75.

Conclusion: Only a few easily applicable prognostic models for all PE showed discrimination above 0.70, which is considered an acceptable performance.

Keywords: First trimester; external validation; preeclampsia; prognostic model.

Publication types

  • Multicenter Study
  • Validation Study

MeSH terms

  • Adult
  • Female
  • Humans
  • Models, Theoretical*
  • Pre-Eclampsia / diagnosis*
  • Pregnancy
  • Prognosis
  • Prospective Studies
  • Risk Assessment