# Effects of Physical Activity, Metabolic Syndrome, and Social Status on ECG Parameters in Children: A Prospective Cohort Study

**Authors:** Árpád Kézdi, Viktor József Horváth, Regina Hangács, Ádám Gyula Tabák, Dominic Joseph Fogarasi, Dániel Vadon, György Grósz, Ferenc Fekete, Anikó Nagy

PMC · DOI: 10.3390/jcdd12100385 · Journal of Cardiovascular Development and Disease · 2025-09-29

## TL;DR

This study shows how physical activity and metabolic syndrome affect ECG readings in children, while social status has no impact.

## Contribution

The paper provides the first direct comparison of how physical activity, metabolic syndrome, and social status influence resting ECG parameters in children.

## Key findings

- Physical activity and metabolic syndrome significantly affect the average RR interval and T_end–P interval in children.
- Age and sex moderately influence PR, QRS, QTc, and T_peak–T_end intervals.
- Socio-economic status does not significantly affect resting ECG parameters.

## Abstract

(1) Background: Physical activity, altered metabolic parameters, and socio-economic status may affect electrocardiographic (ECG) parameters in children. However, a direct comparison of their effects on resting ECG has not yet been performed. (2) Methods: A total of 139 participants (60 male), aged 10–17 years, were recruited. Resting 1-minute ECG recordings and clinical and laboratory investigations were obtained, while socio-economic status and physical activity were assessed using a questionnaire. Associations between these factors and ECG parameters were analyzed using analysis of covariance (ANCOVA). (3) Results: Age, sex, metabolic syndrome, and physical activity significantly influenced the average RR interval (η2 = 0.292, 0.070, 0.078, and 0.070, respectively). Similar effects were observed on the T_end–P interval. The PR, QRS, QTc, and T_peak–T_end intervals were moderately influenced by age (η2 = 0.084, 0.056, 0.072, and 0.049, respectively). QTc was additionally affected by sex (η2 = 0.060). None of the modifiable factors had any effect on depolarization or repolarization parameters. Socio-economic status had no significant effect on resting ECG. (4) Conclusions: Physical activity exerts similar effects on resting ECG in both sexes, while metabolic syndrome is an independent determinant of several ECG parameters. Further studies are warranted to clarify the clinical relevance of these findings.

## Linked entities

- **Diseases:** metabolic syndrome (MONDO:0000816)

## Full-text entities

- **Diseases:** Metabolic Syndrome (MESH:D024821)

## Full text

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## Figures

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## References

39 references — full list in the complete paper: https://tomesphere.com/paper/PMC12565381/full.md

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Source: https://tomesphere.com/paper/PMC12565381