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Updated: Apr 25, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Birth weights smaller or larger than the placenta predict BMI and blood pressure at age 7 years
D P Misra1, C M Salafia2, A K Charles3
11Division of Population Health Sciences, Department of Family Medicine and Public Health Sciences, School of Medicine, Wayne State University, Detroit, MI, USA.
Insights
Placental size relative to expected birth weight influences childhood body mass index (BMI) and blood pressure. These effects are independent of actual birth weight, offering insights into developmental origins of disease.
Area of Science:
- Developmental biology
- Pediatric health
- Obstetrics
Background:
- Placental size and proportions are known to influence fetal growth and birth weight.
- The independent impact of placental development on post-natal outcomes remains less understood.
Purpose of the Study:
- To investigate if altered placental proportions affect childhood body composition and blood pressure independently of birth weight.
- To explore the association between placental size and fetal cardiovascular development indicators.
Main Methods:
- Linear regression analysis was used to predict birth weight based on placental parameters.
- The observed/expected ratio (OER) of birth weight was calculated and used as a predictor for 7-year-old outcomes.
- Analyses included 15,902 singleton liveborns and adjusted for gestational age, sex, socioeconomic status, race, and maternal pre-pregnancy BMI.
Main Results:
- Each unit increase in OER was associated with a 1 kg/m2 increase in body mass index (BMI) at age 7.
- OER significantly impacted diastolic blood pressure (DBP) at age 7, particularly in African-American children.
- Results were consistent when using standardized residual birth weight.
Conclusions:
- Deviations from placental-predicted birth weight impact childhood body composition and blood pressure.
- Placental measurements offer valuable insights into the developmental origins of adult diseases.
- The placenta plays a crucial role in programming long-term health trajectories.
Abstract:
We hypothesized that the altered placental proportions that influence birth weight affect childhood body proportions, and that these effects would be independent of birth weight. We also hypothesized that altered placental proportions might affect the fetal cardiovascular system, and may be reflected in variation in childhood blood pressure. By using linear regression with birth weight as the dependent variable, placental variables were entered as predictors. The predicted birth weights based on placental factors were then obtained. The ratio of the actual birth weight to that predicted by placental parameters (observed/expected ratio, OER) was used as the independent variable in analyses of age 7 year body mass index (BMI) and diastolic blood pressure (DBP) in the 15,902 singleton liveborns delivered between 34 and 43 weeks. The standardized residual birth weight was also used as a variable to examine the effects of birth weight that is not consistent with placental parameters. For each unit increase in the OER, BMI at 7 years increased 1 kg/m2 (P < 0.0001). The OER also had a significant effect on DBP (β = 4.52, P < 0.001) at 7 years of age but only among African-American children. Results for the standardized residual birth weight variable were consistent with the OER. All results were adjusted for gestational age, sex, socioeconomic status, African-American race and maternal pre-pregnancy BMI. Being larger or smaller than predicted by one's placenta affects childhood body composition and blood pressure. The placental measurements provide insight into pathophysiological mechanisms of the developmental origins of adult disease.
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