Although no significant association between DBM and CVH was found, this study showed that most Brazilian children present moderate to high cardiovascular health, while the presence of DBM highlights the complexity of the nutritional transition in Brazil.
Key Findings
Results
The prevalence of Double Burden of Malnutrition (DBM) among Brazilian children aged 3-10 years was 4.45%.
DBM was defined as the coexistence of overweight/obesity and iron deficiency (serum ferritin concentration <50 µg/L)
The sample included 611 children from public and private schools in São Paulo and Fortaleza
Overweight/obesity was classified by BMI according to age- and sex-specific percentiles
Results
35.96% of Brazilian children in the sample had low cardiovascular health (CVH).
CVH was evaluated based on the eight components recommended by the American Heart Association
The sample included 611 children aged 3-10 years
Data collection included parent questionnaires, anthropometric assessments, accelerometer measurements, blood pressure, and blood samples
Results
Children with overweight had a 43.06% prevalence of low CVH, while those with obesity had a 49.06% prevalence of low CVH.
These prevalence figures were higher than the overall sample prevalence of low CVH (35.96%)
Overweight and obesity were classified by BMI according to age- and sex-specific percentiles
The study was conducted in children aged 3-10 years across two Brazilian cities
Results
No statistically significant association was found between DBM and cardiovascular health (CVH) in Brazilian children.
Multilevel Poisson regression models were applied to estimate prevalence ratios (PR) with 95% confidence intervals
p < 0.05 was considered statistically significant
Cluster analyses were also performed using hierarchical and non-hierarchical methods to support the analysis
Results
Maternal education and family income positively influenced cardiovascular health in Brazilian children.
These associations were identified through Poisson regression analysis
Factors such as poor diet, sedentary behavior, and excess weight were identified as risk factors for low CVH
Results highlight the role of socioeconomic determinants in child cardiovascular health
Results
Most Brazilian children in the sample presented moderate to high cardiovascular health, though a significant proportion remained at risk.
35.96% of the 611 children had low CVH
Risk factors identified included poor diet, sedentary behavior, and excess weight
The study was conducted in public and private schools in São Paulo and Fortaleza as part of the SAYCARE study
What This Means
This research studied a group of 611 Brazilian children between the ages of 3 and 10 to understand how common a condition called the 'Double Burden of Malnutrition' (DBM) is and whether it affects heart health. DBM occurs when a child is overweight or obese at the same time as being deficient in key nutrients like iron. The researchers found that about 4.5% of children had DBM, and about 36% of all children had poor cardiovascular (heart) health scores based on measures like diet, physical activity, blood pressure, and body weight. Children who were overweight or obese were more likely to have poor heart health scores (43-49%) compared to the group overall.
Despite finding that DBM was present in some children, the statistical analysis did not find a direct significant link between having DBM and having poor heart health. However, family income and the mother's level of education were positively associated with better cardiovascular health in children, suggesting that social and economic factors play an important role. Poor diet, sedentary behavior, and excess weight were identified as key risk factors for low cardiovascular health in this age group.
This research suggests that the nutritional situation in Brazil is complex, with some children facing both excess weight and nutrient deficiencies at the same time. While most children in this study had moderate to high heart health scores, a meaningful share remain at risk. Addressing child cardiovascular health may require broad interventions that consider not just diet and physical activity, but also social and economic conditions like family income and parental education.
Viana R, Nascimento-Ferreira M, De Moraes A. (2026). Prevalence of the double burden of malnutrition and its association with ideal cardiovascular health in Brazilian children.. PloS one. https://doi.org/10.1371/journal.pone.0349440