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Published on: June 29, 2013
Impact of race-based customization on detection of fetal growth restriction
P Ramesh1, L Lemon1, J C Larkin1
1Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Insights
Race-based fetal growth standards did not improve the detection of fetal growth restriction (FGR). The Hadlock standard was better at detecting FGR in Black newborns without negatively impacting White newborns, suggesting a move away from race-specific standards to reduce disparities.
Area of Science:
- Obstetrics and Gynecology
- Perinatal Medicine
- Fetal Development and Growth
Background:
- Fetal growth standards are crucial for diagnosing fetal growth restriction (FGR), influencing fetal monitoring decisions.
- Existing race-based differences in fetal and neonatal weights necessitate an examination of race-specific fetal growth curves.
- The impact of race-based customization on antenatal FGR detection requires thorough investigation to ensure equitable care.
Purpose of the Study:
- To evaluate the effect of race-based customization of fetal growth curves on the antenatal detection rates of FGR.
- To compare the diagnostic performance of race-customized, non-race-customized, and the Hadlock fetal growth standards for FGR.
- To analyze FGR detection rates stratified by the race of the pregnant individual and neonatal small-for-gestational age (SGA) status.
Main Methods:
- Retrospective cohort study of 8731 individuals (Black and White) delivering singleton livebirths between 2003-2013.
- Comparison of antenatal FGR diagnosis using three estimated fetal weight (EFW) standards: race-customized (Cust-Race), non-race-customized (Cust-NoRace), and Hadlock.
- Analysis stratified by maternal race and neonate classification as small-for-gestational age (SGA) (<10th percentile birth weight).
Main Results:
- Small-for-gestational age (SGA) was more common in newborns of Black individuals (11.8%) compared to White individuals (6.8%).
- The race-customized (Cust-Race) standard showed no significant improvement in FGR detection compared to the Hadlock standard.
- The Hadlock standard demonstrated a significantly better ability to detect antenatal FGR among SGA newborns of Black individuals (44.8% vs 30.2%) without negatively impacting detection in White individuals (52.5% vs 47.7%).
Conclusions:
- Race-based customization of fetal growth standards did not enhance antenatal FGR detection compared to the Hadlock standard.
- The Hadlock standard appears more effective in identifying FGR in Black newborns, suggesting potential benefits over race-specific approaches.
- Discontinuing race-specific growth standards may be a strategy to mitigate inequities in resource allocation and reduce racial disparities in obstetric care.
Objective:
Fetal growth standards determine which fetuses are diagnosed with fetal growth restriction (FGR) and become candidates for enhanced fetal monitoring. Given the existence of race-based differences in fetal and neonatal weights, we sought to determine the impact of race-based customization of fetal growth curves on the antenatal detection of FGR.
Methods:
This was a retrospective cohort study of 8731 individuals who identified as either White or Black and delivered a liveborn singleton at Magee-Womens Hospital (MWH), Pittsburgh, PA, USA, between January 2003 and January 2013, with at least one sonographic measurement of estimated fetal weight (EFW) taken at 23-41 weeks' gestation. We compared the rates of antenatal FGR diagnosis when EFW was assessed using three distinct growth standards: (1) a standard used at MWH from 2012 to 2018, customized based on the height, weight, parity and race of the pregnant individual (Cust-Race); (2) the same standard without adjustment for race (Cust-NoRace); and (3) the Hadlock standard. Analyses were stratified by the race of the pregnant individual and classification of the neonate as small-for-gestational age (SGA) based on birth weight < 10th percentile.
Results:
The study population included 1458 (16.7%) individuals who self-identified as Black and 7273 (83.3%) who self-identified as White. SGA was diagnosed in 663 (7.6%) newborns, and was significantly more common in those born to Black vs White individuals (172/1458 (11.8%) vs 491/7273 (6.8%); P < 0.001). Among SGA newborns, 286 (43.1%) had at least one antenatal ultrasound scan that met the diagnostic criteria for FGR using the Cust-Race standard, compared with 306 (46.2%) using Cust-NoRace and 335 (50.5%) using Hadlock; only the difference in FGR diagnosis rate between Cust-Race and Hadlock was significant (P = 0.007). For newborns of Black individuals who were SGA at birth, the Cust-Race growth standard diagnosed 52 (30.2%) cases of antenatal FGR, compared with 72 (41.9%) for Cust-NoRace and 77 (44.8%) for Hadlock; again, only the difference in FGR diagnosis rate between Cust-Race and Hadlock was significant (P = 0.005). The antenatal detection of FGR among newborns of White individuals who were SGA at birth was similar across standards, with 234 (47.7%) detected by Cust-Race, 234 (47.7%) by Cust-NoRace and 258 (52.5%) by Hadlock.
Conclusions:
Customization of growth standards with a race variable did not improve the antenatal detection of FGR compared with the Hadlock standard. The Hadlock standard demonstrated an improved ability to detect FGR among Black patients without a negative effect on White patients. Moving away from race-specific growth standards may help to eliminate inequities in resource allocation and reduce racial disparities in obstetric care. © 2025 The Author(s). Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
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