# The excess body fat is a potential mediator between consumption of ultra-processed foods and cardiometabolic risk in normal-weight Brazilian children

**Authors:** Bruna Clemente Cota, Leidjaira Lopes Juvanhol, Mariana de Santis Filgueiras, Patrícia Feliciano Pereira, Juliana Farias de Novaes

PMC · DOI: 10.3389/fnut.2025.1726016 · Frontiers in Nutrition · 2026-01-07

## TL;DR

This study shows that excess body fat may link ultra-processed food consumption to heart and metabolic risks in normal-weight Brazilian children.

## Contribution

The study identifies the normal-weight obesity phenotype as a mediator between ultra-processed food intake and cardiometabolic risk in children.

## Key findings

- Ultra-processed food consumption is directly linked to cardiometabolic risk.
- The NWO phenotype strongly correlates with cardiometabolic risk.
- Excess body fat partially mediates the relationship between UPF and cardiometabolic risk.

## Abstract

Studies indicate an association between the consumption of ultra-processed foods (UPF) and cardiometabolic risk; however, this relationship is still unclear in normal-weight children, and it is not yet known whether the Normal-Weight Obesity (NWO) phenotype may be a mediator between this relationship. We aimed to evaluate the mediating role of the NWO phenotype in the association of UPF consumption with cardiometabolic risk factors.

This cross-sectional study was carried out with 242 normal-weight children aged 8 to 9 y in Viçosa, Minas Gerais, Brazil. Cardiometabolic risk was assessed as a latent variable using the following indicators: homeostatic model assessment for insulin resistance (HOMA-IR), leptin, mean arterial pressure (MAP), and waist circumference (WC). Three 24-h dietary recalls were performed to evaluate NOVA classification groups. The NWO phenotype was defined as normal-weight according to body mass index and high body fat assessed by dual-energy x-ray absorptiometry. A structural equation model was used to test direct and indirect associations.

We found a direct association of UPF consumption [SC (standardized coefficient): −0.193, p = 0.02] and the NWO phenotype (SC: 0.819, p < 0.001) with cardiometabolic risk; as well as between UPF consumption and the NWO phenotype (SC: 0.212, p = 0.03). In addition, an indirect association was observed between UPF consumption and cardiometabolic risk, being mediated by the NWO phenotype (SC: 0.174, p = 0.04).

Our findings indicate the potential influence of excess body fat on the pathway between UPF consumption and cardiometabolic risk in children with adequate BMI/age.

## Full-text entities

- **Genes:** LEP (leptin) [NCBI Gene 3952] {aka LEPD, OB, OBS}
- **Diseases:** NWO (MESH:D009765), insulin resistance (MESH:D007333)

## Full text

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## Figures

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## References

61 references — full list in the complete paper: https://tomesphere.com/paper/PMC12819215/full.md

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Source: https://tomesphere.com/paper/PMC12819215