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Exploring the Multivariate Association Between Physical Fitness and Cardiometabolic Risk in Children and Adolescents
João Francisco de Castro Silveira1,2, Eivind Aadland3, Karin Allor Pfeiffer4
1Graduation Program in Human Movement Sciences, Federal University of Rio Grande do Sul, Porto Alegre, RS,Brazil.
Pediatric Exercise Science
|November 21, 2025
Summary
Cardiorespiratory fitness is key for children's cardiometabolic health, independent of body fat. Agility also shows links to reduced cardiometabolic risk in youth.
Area of Science:
- Pediatric Health
- Cardiovascular Research
- Exercise Science
Background:
- Childhood obesity and cardiometabolic risk are growing public health concerns.
- Understanding the interplay between physical fitness, adiposity, and cardiometabolic health in youth is crucial for prevention strategies.
Purpose of the Study:
- To investigate the multivariate associations between physical fitness components and adiposity with cardiometabolic risk in children and adolescents.
- To identify which fitness markers remain associated with cardiometabolic risk after accounting for adiposity.
Main Methods:
- Cross-sectional study of 6405 participants aged 6-18 years.
- Assessed waist circumference, skinfolds, and various physical fitness measures (e.g., cardiorespiratory fitness, agility).
- Calculated a continuous cardiometabolic risk score (cMetS) and used multivariate pattern analysis across three models.
Main Results:
- Inverse associations with cMetS were observed for several fitness components, particularly cardiorespiratory fitness and agility.
- Cardiorespiratory fitness demonstrated a consistent adiposity-independent association with lower cardiometabolic risk in both males and females.
- Agility also showed an adiposity-independent association with cardiometabolic risk, primarily in males.
Conclusions:
- Cardiorespiratory fitness is the most significant adiposity-independent predictor of cardiometabolic health in youth.
- Agility emerges as another relevant fitness marker associated with cardiometabolic risk.
- These findings underscore the importance of promoting cardiorespiratory fitness and agility for preventing cardiometabolic diseases in children and adolescents.
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