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Updated: May 2, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
C-reactive protein concentration predicts change in body mass index during childhood
Barbara H Lourenço1, Marly A Cardoso2,
1Public Health Nutrition Program, School of Public Health, University of São Paulo, São Paulo, Brazil.
Insights
Low-grade inflammation, indicated by C-reactive protein (CRP), may predict body mass index-for-age z score (BAZ) gain in children over 5 years old. This finding highlights inflammation
Area of Science:
- Pediatric Health
- Inflammation Biomarkers
- Childhood Growth
Background:
- Low-grade inflammation is a potential risk factor for chronic diseases.
- Limited research exists on inflammation's impact on childhood body weight gain, especially in low- to middle-income countries.
- C-reactive protein (CRP) is a key biomarker for low-grade inflammation.
Purpose of the Study:
- To investigate if CRP predicts changes in body mass index-for-age z scores (BAZ) in children.
- To assess the role of low-grade inflammation in childhood body weight gain.
- To explore predictors of CRP in a Brazilian Amazonian child population.
Main Methods:
- A population-based longitudinal study in the Brazilian Amazon.
- Follow-up of children aged ≤10 years from 2007 to 2012.
- Mixed-effect linear regression models to analyze CRP's effect on annual BAZ change.
Main Results:
- Children over 5 years with the highest CRP levels (<1 mg/L) showed a 0.04 z/y higher BAZ gain.
- CRP concentrations were associated with household poverty and poorer nutritional indicators.
- Widespread morbidities and nutritional deficiencies were observed in the study population.
Conclusions:
- Low-grade inflammation, measured by CRP, is linked to increased BAZ gain in children over 5 years old.
- Findings suggest a role for inflammation in childhood body weight changes.
- Further research is needed to understand inflammation's long-term health implications in children.
Objective:
Inflammation may constitute an underlying mechanism for increased risk of developing chronic diseases in later years, but few prospective studies have assessed the influence of low-grade inflammation on body weight gain, particularly among children in low- to middle-income settings with lower prevalence of overweight and obesity. We aimed to investigate whether C-reactive protein (CRP), as a biomarker of low-grade inflammation, predicts changes in body mass index-for-age z scores (BAZ) during childhood.
Methods:
A population-based longitudinal study was conducted in the Brazilian Amazon among children aged ≤10 years in 2007, with follow-up visits in 2009 and 2012. Outcome was annual change in BAZ. As the main exposure of interest, CRP concentrations were divided into four categories, with values <1 mg/L divided in tertiles plus a fourth category with values ranging from 1 to 10 mg/L. Children were simultaneously screened for iron and vitamin A deficiencies, diarrhea, and wheezing. We used mixed-effect linear regression models to measure the effect of CRP concentrations on annual BAZ change and linear regression models to explore CRP predictors at baseline.
Results:
At baseline, 1007 children had CRP and anthropometric data [mean (SD) age: 5.3 (2.9) years; 50.9% male, 84.5% mulatto/mixed-race, 14.0% at risk for overweight or obesity, 4.8% stunted]; 737 were successfully followed up. Morbidities and nutritional deficiencies were widespread. Among participants aged >5 years, children in the highest tertile of CRP <1 mg/L at baseline, regarded as an indicator of low-grade inflammation, had a 0.04 z/y higher gain in BAZ (95% CI: 0.01, 0.09 z/y) during follow-up. CRP was positively associated with household poverty and worse nutritional indicators.
Conclusions:
We found evidence of a role for low-grade inflammation in predicting annual BAZ gain among children aged >5 years.
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