Evidence mapPaperPMID 40705115Full record

ArticleEuropean journal of pediatrics2025

Exploring the link between metabolic syndrome risk and physical fitness in children with obesity: a cross-sectional study.

Matteo Vandoni, Alessandro Gatti, Vittoria Carnevale Pellino, Luca Marin, Caterina Cavallo, Virginia Rossi, Giulia Lascialfari, Gianvincenzo Zuccotti, Valeria Calcaterra

Abstract read
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Article in European journal of pediatrics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Matteo Vandoni *Laboratory of Adapted Motor Activity (LAMA), Department of Public Health, Experimental Medicine and Forensic Science, University of Pavia, 27100, Pavia, Italy.
Alessandro Gatti *Laboratory of Adapted Motor Activity (LAMA), Department of Public Health, Experimental Medicine and Forensic Science, University of Pavia, 27100, Pavia, Italy. alessandro.gatti08@universitadipavia.it.ORCID http://orcid.org/0000-0001-6628-7938
Vittoria Carnevale PellinoLaboratory of Adapted Motor Activity (LAMA), Department of Public Health, Experimental Medicine and Forensic Science, University of Pavia, 27100, Pavia, Italy.
Luca MarinLaboratory of Adapted Motor Activity (LAMA), Department of Public Health, Experimental Medicine and Forensic Science, University of Pavia, 27100, Pavia, Italy.
Caterina CavalloLaboratory of Adapted Motor Activity (LAMA), Department of Public Health, Experimental Medicine and Forensic Science, University of Pavia, 27100, Pavia, Italy.
Virginia RossiPediatric Department, Vittore Buzzi" Children's Hospital, 20154, Milan, Italy.
Giulia LascialfariPediatric Department, Vittore Buzzi" Children's Hospital, 20154, Milan, Italy.
Gianvincenzo ZuccottiPediatric Department, Vittore Buzzi" Children's Hospital, 20154, Milan, Italy.
Valeria CalcaterraPediatric Department, Vittore Buzzi" Children's Hospital, 20154, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Given the growing relevance of physical fitness for cardiometabolic health in children with obesity and the rising prevalence of MetS, this study aimed to explore the relationship between physical fitness and MetS. Specifically, the goal was to assess the relationship between physical fitness and the severity of MetS, as measured by the MetS risk score, and to evaluate the importance of each dimension as a potential indicator of metabolic health in the pediatric population. We consecutively recruited a total of 62 children and adolescents (aged 7-17 years) with obesity (BMI z-score > 2SD). For all the patients, we evaluated cardiorespiratory fitness, muscular strength, and speed-agility. We computed the MetS risk score, a continuous risk score based on BMI z-score, HDL-C, systolic blood pressure, triglycerides, and fasting glucose, and MetS was defined as having a z-score > 0.75. Cardiorespiratory fitness and speed-agility were not significantly associated with MetS. Lower limb muscular strength, measured by the standing broad jump, was inversely associated with the odds of having MetS (OR: 0.47; 0.22-0.88; 95% CI), with a 1SD (24 cm) increase in SBJ corresponding to a 53% reduction in risk. Additionally, cardiorespiratory fitness was not related to any cardiometabolic outcomes (p > 0.05), whereas muscular strength showed an inverse association with the MetS risk score (β

conclusionWe demonstrated a link between MetS and physical fitness in children with obesity, with muscular strength showing a stronger association compared to cardiorespiratory fitness and speed-agility. The findings support the role of muscle integrity in metabolic health, emphasizing the importance of educating individuals from an early age about daily PA to promote lifelong healthy habits. WHAT IS KNOWN: • Physical fitness is associated with improved cardiometabolic outcomes in children and adolescents with obesity. • Muscular strength, as one domain of physical fitness, has been linked to metabolic health, but findings are inconsistent and often context-dependent. WHAT IS NEW: • This study shows that muscular strength, specifically lower limb strength measured by standing broad jump, is inversely associated with metabolic syndrome severity in children with obesity. • Cardiorespiratory fitness and speed-agility did not show significant associations in our sample, possibly due to limited variability or generally low levels; nonetheless, muscular strength emerged as a noteworthy fitness domain related to metabolic risk in this population.

Indexed as

Metabolic SyndromePediatric ObesityPhysical FitnessAdolescentBody Mass IndexCardiorespiratory FitnessChildCross-Sectional StudiesFemaleHumansMaleMuscle StrengthRisk FactorsAdolescentsChildrenMetabolic syndromeObesityPhysical fitness

Identifiers

PMID40705115
PMCPMC12289717

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.