ArticleBMC medicine2023
Early sex-dependent differences in metabolic profiles of overweight and adiposity in young children: a cross-sectional analysis.
Article in BMC medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 14 citations in OpenAlex.
- Serum metabolic signatures of nutritional status in early childhood: results from the Brazilian National Survey on Child Nutrition (ENANI-2019).European journal of nutrition · 2026Article
- Prognostic biomarkers of future diabetes in South Asian women diagnosed with gestational diabetes: a prospective cohort study.BMC endocrine disorders · 2026Article
- Obesity and insulin resistance trigger the early onset of adolescent-like sexually dimorphic metabotypes in middle childhood.Cardiovascular diabetology · 2026Article
- Associations of neonatal birth outcomes with amino acids and acylcarnitines: an observational study of over 3.3 million newborns in China.BMC medicine · 2025Observational
- Lipid Profile, Obesity Indicators and Cardiometabolic Risk Factors in School-Aged Children and Adolescents: Sex-Specific Associations.Journal of clinical medicine · 2025Article
- Predictive Accuracy of Biochemical and Anthropometric Indices for Metabolic Syndrome in Children with Obesity: A Comparative Study.Life (Basel, Switzerland) · 2025Article
- A Software Tool for Rapid and Automated Preprocessing of Large-Scale Serum Metabolomic Data by Multisegment Injection-Capillary Electrophoresis-Mass Spectrometry.Analytical chemistry · 2025Article
- From Fetus to Eight: the CHILD Cohort Study.American journal of epidemiology · 2024Article
- Association of Whole Blood Amino Acid and Acylcarnitine Metabolome with Anthropometry and IGF-I Serum Levels in Healthy Children and Adolescents in Germany.Metabolites · 2024Article
Corrections and comments
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Authors and funding
17 authors at 7 institutions in 2 countries.
Funding
Abstract
backgroundChildhood obesity is a global health concern and can lead to lifetime cardiometabolic disease. New advances in metabolomics can provide biochemical insights into the early development of obesity, so we aimed to characterize serum metabolites associated with overweight and adiposity in early childhood and to stratify associations by sex.
methodsNontargeted metabolite profiling was conducted in the Canadian CHILD birth cohort (discovery cohort) at age 5 years (n = 900) by multisegment injection-capillary electrophoresis-mass spectrometry. Clinical outcome was defined using novel combined measures of overweight (WHO-standardized body mass index ≥ 85th percentile) and/or adiposity (waist circumference ≥ 90th percentile). Associations between circulating metabolites and child overweight/adiposity (binary and continuous outcomes) were determined by multivariable linear and logistic regression, adjusting for covariates and false discovery rate, and by subsequent sex-stratified analysis. Replication was assessed in an independent replication cohort called FAMILY at age 5 years (n = 456).
resultsIn the discovery cohort, each standard deviation (SD) increment of branched-chain and aromatic amino acids, glutamic acid, threonine, and oxoproline was associated with 20-28% increased odds of overweight/adiposity, whereas each SD increment of the glutamine/glutamic acid ratio was associated with 20% decreased odds. All associations were significant in females but not in males in sex-stratified analyses, except for oxoproline that was not significant in either subgroup. Similar outcomes were confirmed in the replication cohort, where associations of aromatic amino acids, leucine, glutamic acid, and the glutamine/glutamic acid ratio with childhood overweight/adiposity were independently replicated.
conclusionsOur findings show the utility of combining measures of both overweight and adiposity in young children. Childhood overweight/adiposity at age 5 years has a specific serum metabolic phenotype, with the profile being more prominent in females compared to males.
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