ArticleBMC pediatrics2022
Physical fitness, physical activity and adiposity: associations with risk factors for cardiometabolic disease and cognitive function across adolescence.
Article in BMC pediatrics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed, 26 citations in OpenAlex.
- The Impact of Parental Engagement in an Electronic Health (EHealth) Intervention on Physical Activity, Dietary Behaviors, and Sleep in Preschool-Aged Children.International journal of environmental research and public health · 2026Trial
- Effectiveness of high intensity and sprint interval training on metabolic biomarkers, body composition, and physical fitness in adolescents: randomized controlled trial.Frontiers in public health · 2024Trial
- Acute Effects of Adding Self-Control Tasks to the Daily Mile on Subsequent Cognition and Enjoyment in Children.Healthcare (Basel, Switzerland) · 2026Article
- Physical Education's Role in Enhancing Fitness Among Children and Adolescents: A Bibliometric Analysis.Journal of multidisciplinary healthcare · 2026Review
- Chronological age and biological maturity are separately positively associated with inhibitory control and working memory in boys and girls.Frontiers in cognition · 2025Article
- Mediating effects of physical fitness index between physical activity and executive function in Chinese adolescents: an observational study.Frontiers in psychology · 2025Article
- Four-year longitudinal associations of physical activity, waist circumference, and blood pressure in UK adolescents.Pediatric research · 2024Article
- Skinfold Thickness as a Cardiometabolic Risk Predictor in Sedentary and Active Adult Populations.Journal of personalized medicine · 2023Article
- Effects of a games-based physical education lesson on cognitive function in adolescents.Frontiers in psychology · 2023Article
- Are there differences between Mediterranean diet and the consumption of harmful substances on quality of life?-an explanatory model in secondary education regarding gender.Frontiers in nutrition · 2023Article
- Effect of 5-weeks participation in The Daily Mile on cognitive function, physical fitness, and body composition in children.Scientific reports · 2022Article
- Association between nutritional status, physical fitness and executive functions in preadolescents: A person-centered approach.Frontiers in pediatrics · 2022Article
- Effect of two-weeks of school-based sprint training on physical fitness, risk factors for cardiometabolic diseases and cognitive function in adolescent girls: A randomized controlled pilot trial.Frontiers in sports and active living · 2022Article
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Authors and funding
7 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe cross-sectional associations between physical activity, physical fitness and adiposity with risk factors for cardiometabolic disease (particularly novel ones such as inflammatory cytokines) and cognitive function across the period of adolescence are not well understood. Additionally, novel physical activity metrics that summarise activity volume and intensity in a continuous manner have not been investigated in this context. Therefore, this study investigated the cross-sectional associations between physical activity, physical fitness and adiposity with risk factors for cardiometabolic disease and cognitive function. These associations were compared between younger and older adolescents.
methodsSeventy younger (11-12y, 35 girls) and 43 older (14-15y, 27 girls) adolescents volunteered to take part in the study. Physical fitness (multi-stage fitness test, MSFT) and adiposity (waist circumference) were determined, followed 7d later by resting blood pressure, a fasted blood sample (glucose, plasma insulin, IL6, IL10, IL15 and IL-1β concentrations) and a cognitive function test battery. Habitual physical activity was monitored via hip-worn accelerometers over this 7-d period and the average acceleration (activity volume), and intensity gradient (intensity distribution of activity) were determined.
resultsAverage acceleration and intensity gradient were negatively associated with mean arterial blood pressure (β = -0.75 mmHg, p = 0.021; β = -10 mmHg, p = 0.006, respectively), and waist circumference was positively associated with IL-6 concentration (β = 0.03%, p = 0.026), with stronger associations observed in older adolescents. Higher physical fitness (MSFT distance) was positively associated with anti-inflammatory IL-15 concentration (β = 0.03%, p = 0.038) and faster response times on the incongruent Stroop task (β = -1.43 ms, p = 0.025), the one-item level of the Sternberg paradigm (β = -0.66 ms, p = 0.026) and the simple (β = 0.43 ms, p = 0.032) and complex (β = -2.43 ms, p = 0.020) levels of the visual search test, but these were not moderated by age group.
conclusionsThe present study highlights the important role of physical activity (both the volume and intensity distribution) and physical fitness for cardio-metabolic health. Furthermore, the present study highlights the importance of physical fitness for a variety of cognitive function domains in adolescents, irrespective of age.
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