ArticleFrontiers in pediatrics2023
Body mass index percentiles versus body composition assessments: Challenges for disease risk classifications in children.
Article in Frontiers in pediatrics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
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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.
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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.
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Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Correlations and consistency of body composition measurement indicators and BMI: a systematic review.International journal of obesity (2005) · 2025Pooled it
- Eating Behavior Latent Profiles and Their Associations With Body Composition in Early Childhood: The CORALS Cohort.Obesity (Silver Spring, Md.) · 2026Observational
- Differences in body composition and physical activity in youth with obesity who report pain.Obesity pillars · 2026Article
- Dynamics of Body Composition and Metabolic Risk in Adolescents With Obesity Under GLP-1 Receptor Agonist Therapy.Acta paediatrica (Oslo, Norway : 1992) · 2026Article
- Diagnosing Obesity in Korean Children Using BMI and Body Fat Percentage: Differences in Growth and Body Composition.Obesity facts · 2026Article
- Comparison of body composition between thin and normal-weight sarcopenic children: a single-center, propensity score matching analysis of a large-scale study.BMC pediatrics · 2026Article
- Sex- and Age-Specific Associations Between Visceral Fat-to-Muscle Ratio and Bone Mineral Density in Children and Adolescents.International journal of endocrinology · 2026Article
- Concomitant associations of dietary behaviours and physical activity with body composition in adolescents.BMC public health · 2025Article
- A Comprehensive Evaluation of Thigh Mineral-Free Lean Mass Measures Using Dual Energy X-Ray Absorptiometry (DXA) in Young Children.Journal of imaging · 2025Article
- Bioelectrical Impedance Analysis Versus Dual X-Ray Absorptiometry for Obesity Assessment in Pediatric Populations: A Systematic Review.Diagnostics (Basel, Switzerland) · 2025Review
- Comparison of Cardiorespiratory Fitness Testing Measures in Children.International journal of exercise science · 2025Article
- Relationship between Body Mass Index and Health-Related Physical Fitness Components in HIV-Diagnosed Children and Adolescents.Children (Basel, Switzerland) · 2024Article
- The Impact of Paediatric Obesity on Drug Pharmacokinetics: A Virtual Clinical Trials Case Study with Amlodipine.Pharmaceutics · 2024Article
- Association between BMI z-score and body composition indexes with blood pressure and grip strength in school-age children: a cross-sectional study.Scientific reports · 2024Article
- A Saudi Heart Association Position Statement on Obesity and Cardiovascular Disease.Journal of the Saudi Heart Association · 2024Article
- Postoperative complications in the pediatric population. Malnutrition or phase angle? Which one do we use?Frontiers in nutrition · 2024Article
- Obesity and Body Composition in Relation to Liver and Kidney Ultrasound Elastography in Paediatric Patients with Either Hypertension or Chronic Kidney Disease.Children (Basel, Switzerland) · 2023Article
- A Systematic Approach to Treating Early Metabolic Disease and Prediabetes.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2023Article
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Identifying at-risk children with optimal specificity and sensitivity to allow for the appropriate intervention strategies to be implemented is crucial to improving the health and well-being of children. We determined relationships of body mass indexes for age and sex percentile (BMI%) classifications to actual body composition using validated and convenient methodologies and compared fat and non-fat mass estimates to normative cut-off reference values to determine guideline reliability. We hypothesized that we would achieve an improved ability to identify at-risk children using simple, non-invasive body composition and index measures. Methods: Cross-sectional study of a volunteer convenience sample of 1,064 (537 boys) young children comparing Body Fat Percentage (BF%), Fat Mass Index (FMI), Fat-Free Mass Index (FFMI), determined Results: Amongst all subjects BMI% was generally correlated to body composition measures and indexes but nearly one quarter of children in the low-risk classifications (healthy weight or overweight BMI%) had higher BF% and/or lower FFMI than recommended standards. Substantial evidence of higher than expected fatness and or sarcopenia was found relative to risk status. Inaccuracies were more common in girls than boys and girls were found to have consistently higher BF% at any BMI%. Conclusions: The population studied raises concerns regarding actual risks for children of healthy or overweight categorized BMI% since many had higher than expected BF% and potential sarcopenia. When body composition and FMI and FFMI are used in conjunction with BMI% improved sensitivity, and accuracy of identifying children who may benefit from appropriate interventions results. These additional measures could help guide clinical decision making in settings of disease-risks stratifications and interventions.
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