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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.
Background:
The Society for Maternal-Fetal Medicine recommends defining fetal growth restriction as an estimated fetal weight or abdominal circumference <10th percentile of a population-based reference. However, because multiple references are available, an understanding of their ability to identify infants at increased risk due to fetal growth restriction is critical. Previous studies have focused on the ability of different population references to identify short-term outcomes, but fetal growth restriction also has longer-term consequences for child development.
Objective:
This study aimed to estimate the association between estimated fetal weight percentiles on the INTERGROWTH-21st and World Health Organization fetal growth charts and kindergarten-age childhood development, and establish the charts' discriminatory ability in predicting kindergarten-age developmental challenges.
Study Design:
We conducted a retrospective cohort study linking obstetrical ultrasound scans conducted at BC Women's Hospital, Vancouver, Canada, with population-based standardized kindergarten test results. The cohort was limited to nonanomalous, singleton fetuses scanned at ≥28 weeks' gestation from 2000 to 2011, with follow-up until 2017. We classified estimated fetal weight into percentiles using the INTERGROWTH-21st and World Health Organization charts. We used generalized additive modeling to link estimated fetal weight percentile with routine province-wide kindergarten readiness test results. We calculated the area under the receiver-operating characteristic curve and other measures of diagnostic accuracy with 95% confidence intervals at select percentile cut-points of the charts. We repeated analyses using the Hadlock chart to help contextualize findings. The main outcome measure was the total Early Development Instrument score (/50). Secondary outcomes were Early Development Instrument subdomain scores for language and cognitive development, and for communication skills and general knowledge, as well as designation of "developmentally vulnerable" or "special needs".
Results:
Among 3418 eligible fetuses, those with lower estimated fetal weight percentiles had systematically lower Early Development Instrument scores and increased risks of developmental vulnerability. However, the clinical significance of differences was modest in magnitude (eg, total Early Development Instrument score -2.8 [95% confidence interval, -5.1 to -0.5] in children with an estimated fetal weight in 3rd-9th percentile of INTERGROWTH-21st chart [vs reference of 31st-90th]). The charts' predictive abilities for adverse child development were limited (eg, area under the receiver-operating characteristic curve <0.53 for all 3 charts).
Conclusion:
Lower estimated fetal weight percentiles on the INTERGROWTH-21st and World Health Organization charts indicate increased risks of adverse kindergarten-age child development at the population level, but are not accurate individual-level predictors of adverse child development.
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