Predictive ability of fetal growth charts in identifying kindergarten-age developmental challenges: a cohort study

Ariadna Fernandez1, Jessica Liauw2, Chantal Mayer2

  • 1Faculty of Medicine, Department of Obstetrics and Gynaecology, University of British Columbia, BC Women's Hospital + Health Centre, Vancouver, Canada (Ms Fernandez).

Insights

Lower estimated fetal weight percentiles correlate with developmental risks in children. However, current fetal growth charts are not precise for predicting individual developmental challenges in early childhood.

Area of Science:

  • Maternal-Fetal Medicine
  • Pediatric Development
  • Biostatistics

Background:

  • Fetal growth restriction (FGR) is defined by estimated fetal weight (EFW) or abdominal circumference <10th percentile.
  • Multiple population-based references exist for EFW, necessitating evaluation of their predictive accuracy for infant outcomes.
  • FGR is linked to long-term child development issues beyond short-term complications.

Purpose of the Study:

  • To assess the association between EFW percentiles using INTERGROWTH-21st and WHO charts and kindergarten-age child development.
  • To determine the discriminatory ability of these charts in predicting developmental challenges at kindergarten age.

Main Methods:

  • Retrospective cohort study linking obstetrical ultrasound data with kindergarten test results.
  • Used INTERGROWTH-21st and WHO charts to classify EFW percentiles for singleton, nonanomalous fetuses (≥28 weeks gestation).
  • Generalized additive modeling and ROC curve analysis evaluated EFW percentile association with Early Development Instrument (EDI) scores.

Main Results:

  • Lower EFW percentiles were associated with lower EDI scores and increased developmental vulnerability at the population level.
  • The magnitude of this association was modest (e.g., -2.8 points on total EDI score for 3rd-9th percentile on INTERGROWTH-21st chart).
  • All evaluated charts demonstrated limited predictive ability for adverse child development (Area Under Curve <0.53).

Conclusions:

  • Lower EFW percentiles on INTERGROWTH-21st and WHO charts signal increased population-level risk for adverse child development.
  • These charts are not sufficiently accurate for predicting individual adverse child development outcomes.
Abstract