SynthesisBMC pediatrics2022
Fat-free/lean body mass in children with insulin resistance or metabolic syndrome: a systematic review and meta-analysis.
Synthesis in BMC pediatrics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 36 citations in OpenAlex.
- The Relationship Between Fat-Free Mass and Glucose Metabolism in Children and Adolescents: A Systematic Review and Meta-Analysis.Frontiers in pediatrics · 2022Pooled it
- Association of Waist Circumference and Body Composition Indices with Insulin Resistance in Prepubertal Children with Obesity.Metabolites · 2026Article
- The association between skeletal muscle-to-fat mass ratio and insulin resistance in obese children with low skeletal muscle mass.BMC endocrine disorders · 2026Article
- Prevalence of hyperinsulinemia and its association with measures of adiposity and body composition in 16-25-year-old adolescents and young adults in Mumbai.BMC endocrine disorders · 2026Article
- The trajectories of bioelectrical impedance analysis-derived raw variables (phase angle and impedance ratio) in healthy Italian children and adolescents: a retrospective observational study.European journal of pediatrics · 2026Observational
- Validation of Body Surface Area Equations for Estimating Fat-Free Mass by Dual X-Ray Absorptiometry in a Regional Chilean Sample Aged 4 to 85 Years.Diagnostics (Basel, Switzerland) · 2025Article
- Association between lean mass and the risk of metabolic syndrome in Korean children and adolescents: data from the Korea National Health and Nutrition Examination survey.Endocrine journal · 2025Article
- Effects of Oral Nutritional Supplementation on Body Composition and Bone Health in Undernourished Children: A Randomized Controlled Study.Journal of clinical medicine · 2025Article
- Ethnicity modifies the relationship between added sugars and fructose exposure in the first 1000 days and offspring body composition at 24 months.Nutrition research (New York, N.Y.) · 2025Article
- Association between lean body mass and osteoarthritis: a cross-sectional study from the NHANES 2007-2018.Scientific reports · 2025Article
- Timing, velocity, and magnitude of pubertal changes in body composition: a longitudinal study.Pediatric research · 2025Article
- The role of body composition, cardiometabolic parameters, and resting substrate oxidation in protecting against metabolic syndrome in adolescents with obesity.Frontiers in nutrition · 2025Article
- Metabolic complications of obesity in children and adolescents.Clinical and experimental pediatrics · 2024Article
- Body Composition Evaluation and Clinical Markers of Cardiometabolic Risk in Patients with Phenylketonuria.Nutrients · 2023Review
- Association between lean body mass and hypertension: A cross-sectional study of 50 159 NHANES participants.Journal of clinical hypertension (Greenwich, Conn.) · 2023Article
- Anticipated correlation between lean body mass to visceral fat mass ratio and insulin resistance: NHANES 2011-2018.Frontiers in endocrinology · 2023Article
- Changes in the body composition of boys aged 11-18 years due to COVID-19 measures in the Czech Republic.BMC public health · 2022Article
- Early Life Factors Associated with Lean Body Mass in Spanish Children: CALINA Study.Children (Basel, Switzerland) · 2022Article
- Interrelationship of Gut Microbiota, Obesity, Body Composition and Insulin Resistance in Asians with Type 2 Diabetes Mellitus.Journal of personalized medicine · 2022Article
- Prevalence and Risk Factors of Problematic Internet Use among Hungarian Adult Recreational Esports Players.International journal of environmental research and public health · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundLean / Fat Free Body Mass (LBM) is metabolically involved in active processes such as resting energy expenditure, glucose uptake, and myokine secretion. Nonetheless, its association with insulin sensitivity / resistance / glucose tolerance and metabolic syndrome remains unclear in childhood.
methodsThe current investigation aimed to examine the differences in fat-free mass /lean body mass according to the presence of insulin sensitivity/insulin resistance/glucose tolerance/metabolic syndrome in children. A systematic search was carried out in Medline/PubMed, Embase, Scopus, Web of Science, and SciELO, covering the period from each database's respective start to 21 June 2021. Two researchers evaluated 7111 studies according to the inclusion criteria: original human studies, written in English or Spanish, evaluating fat-free mass/lean body mass in children and adolescents including both with and without insulin sensitivity/insulin resistance /glucose tolerance and metabolic syndrome and reported the differences between them in terms of fat free mass/lean body mass. The results of the studies were combined with insulin sensitivity, insulin, resistance, glucose tolerance and metabolic syndrome. The standardized mean difference (SMD) in each study was calculated and combined using the random-effects model. Heterogeneity between studies was tested using the index of heterogeneity (I
resultsFinally, 15 studies which compared groups defined according to different glucose homeostasis criteria or metabolic syndrome out of 103 eligible studies were included in this systematic review and 12 studies in the meta-analysis. Meta-analysis showed lower fat-free mass/lean body mass percentage in participants with insulin resistance/glucose tolerance/metabolic syndrome (SMD -0.47; 95% CI, - 0.62 to - 0.32) while in mass units (kg), higher values were found in the same group (SMD, 1.01; 95% CI, 0.43 to 1.60).
conclusionsOur results identified lower values of fat-free mass/lean body mass (%) in children and adolescents with insulin resistance/glucose tolerance/metabolic syndrome and higher values of fat-free mass/lean body mass when these are expressed in kg. The evidence of the impact of lean mass on children's glucose homeostasis or metabolic syndrome is limited, so future studies research should focus on explaining the effect of fat-free mass/lean body mass on different metabolic outcomes. Moreover, it may be interesting to evaluate the quality (muscle density) or functional (muscle strength) outcomes in addition to both absolute (kg) and relative (%) values in future studies. The systematic review was prospectively registered at PROSPERO (registration number CRD42019124734; available at: http://www.crd.york.ac.uk/prospero [accessed: 05 April 2019]).
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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.