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Updated: Sep 19, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Risks and Benefits of Weight Gain in Children With Undernutrition
Beverly I Strassmann1,2, Claudius Vincenz2, Eduardo Villamor3
1Department of Anthropology, University of Michigan, Ann Arbor.
Insights
Childhood weight gain in Mali was associated with taller adult stature, with minimal risks for obesity or hypertension. The benefits of increased height outweighed the potential negative health impacts of higher weight.
Area of Science:
- Global Health
- Pediatric Health
- Nutritional Epidemiology
Background:
- Previous research in low-resource settings linked childhood weight gain to adult obesity and hypertension.
- However, these studies did not directly compare the risks of excess weight against the benefits of increased adult height.
Purpose of the Study:
- To test the hypothesis that a 1-SD increase in weight from ages 1 to 10 years is associated with taller adult stature without increasing the risk of obesity or hypertension.
- To analyze the mediating roles of adult height and BMI in the relationship between childhood weight and adult systolic blood pressure (SBP).
Main Methods:
- Prospective cohort study (Dogon Longitudinal Study) in Mali (1998-2019).
- Mediation analysis using linear mixed models to assess the total, direct, and indirect effects of childhood weight on adult SBP, height, and BMI.
- Participants: F1 generation children (eligible if ≤5 years old on April 15, 1998, or born by July 2, 2000).
Main Results:
- A 1-SD increase in childhood weight trajectory was associated with increased adult height (females: +3.0 cm; males: +4.1 cm).
- The total effect of a 1-SD childhood weight increase on adult SBP was mediated by adult height and BMI, with a significant direct effect on SBP.
- Risks for obesity and hypertension were minimal: 1-SD weight increase associated with 1.6% obesity prevalence in females and minimal SBP increases.
Conclusions:
- Findings support the hypothesis, indicating that the risks of childhood weight gain for adult hypertension and obesity are small compared to the benefits of increased adult stature in this undernourished population.
- Highlights the complex interplay between early-life nutrition, growth, and long-term health outcomes.
Importance:
Previous studies in low-resource settings have emphasized the risks of childhood weight gain for increased body mass index (BMI) and systolic blood pressure (SBP) in adulthood. However, these studies have not directly compared the risk of extra weight against the benefit of increased adult height.
Objective:
To test the hypothesis that a continuous 1-SD increase in weight from age 1 to 10 years was associated with taller stature in adulthood but not with increased risk for obesity or hypertension.
Design, Setting, And Participants:
This prospective cohort study, called the Dogon Longitudinal Study, is a 21-year population-based multigenerational cohort study conducted from 1998 to 2019 in 9 Dogon villages on the Bandiagara Escarpment in Mali. A mediation analysis was conducted in 2024 to calculate the estimated total effect on adult SBP of a 1-SD weight increase over the mean throughout the first decade of childhood. This estimated total effect was decomposed into estimated direct and indirect effects. Children aged 5 years or younger on April 15, 1998, as well as all children born from that date to July 2, 2000, were eligible to participate in the F1 generation.
Exposures:
Weight and height trajectories from age 1 to 10 years.
Main Outcomes And Measures:
For the mediation analysis, adult SBP was the outcome, and the mediators were height and BMI at age 21 years. The mediation analysis used linear mixed models for SBP, adult height, and adult BMI.
Results:
A total of 1348 participants (645 females [47.8%], 703 males [52.2%]) of the F1 generation contributed 10 081 SBP measurements to the analyses. These participants completed the study and had a median (IQR) of 12 (11-14) follow-up visits from enrollment (at median [IQR] age of 1.59 [0.62-3.44] years) to last measurement (at median [IQR] age of 21.14 [19.47-23.14] years). After adjusting for both parents' height and SBP (F0 generation), analyses included 433 females and 501 males, with 3384 and 3770 SBP measurements, respectively. The total effect on adult SBP of being 1 SD above the mean, instead of at the mean, childhood weight trajectory was 1.9 (95% CI, 0.9-2.8) mm Hg for females and 3.2 (95% CI, 2.3-4.2) mm Hg for males. This total effect was mediated by an indirect effect through adult height of 2.3 (95% CI, 0.9-3.7) mm Hg in females and 3.9 (95% CI, 2.4-5.4) mm Hg in males and by an indirect effect through adult BMI of 2.6 (95% CI, 2.0-3.2) mm Hg in females and 1.4 (95% CI, 0.6-2.2) mm Hg in males. The direct effect on SBP was -3.1 (95% CI, -4.5 to -1.6) mm Hg in females and -2.1 (95% CI, -3.2 to -0.9) mm Hg in males. A 1-SD weight increase in childhood was associated with a 1.6% increase in the prevalence of obesity in females and no increase in the prevalence of obesity in males. The percentage of individuals whose SBP was 130 mm Hg or higher increased by 0.5% in females and 3.7% in males. The mean (SE) height at age 21 years increased by 3.0 (0.5) cm in females and 4.1 (0.6) cm in males.
Conclusions And Relevance:
The findings of this cohort study of an undernourished population in Mali supported the hypothesis, suggesting that the risks of 1 SD in childhood weight gain for hypertension and obesity in adulthood were small compared with the benefits of taller stature.
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