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Early sex-dependent differences in metabolic profiles of overweight and adiposity in young children: a cross-sectional analysis
BACKGROUND: Childhood 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 ea...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10166631/ https://www.ncbi.nlm.nih.gov/pubmed/37158942 http://dx.doi.org/10.1186/s12916-023-02886-8 |
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author | Azab, Sandi M Shanmuganathan, Meera de Souza, Russell J Kroezen, Zachary Desai, Dipika Williams, Natalie C Morrison, Katherine M Atkinson, Stephanie A Teo, Koon K Azad, Meghan B Simons, Elinor Moraes, Theo J Mandhane, Piush J Turvey, Stuart E Subbarao, Padmaja Britz-McKibbin, Philip Anand, Sonia S |
author_facet | Azab, Sandi M Shanmuganathan, Meera de Souza, Russell J Kroezen, Zachary Desai, Dipika Williams, Natalie C Morrison, Katherine M Atkinson, Stephanie A Teo, Koon K Azad, Meghan B Simons, Elinor Moraes, Theo J Mandhane, Piush J Turvey, Stuart E Subbarao, Padmaja Britz-McKibbin, Philip Anand, Sonia S |
author_sort | Azab, Sandi M |
collection | PubMed |
description | BACKGROUND: Childhood 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. METHODS: Nontargeted 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). RESULTS: In 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. CONCLUSIONS: Our 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-02886-8. |
format | Online Article Text |
id | pubmed-10166631 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101666312023-05-09 Early sex-dependent differences in metabolic profiles of overweight and adiposity in young children: a cross-sectional analysis Azab, Sandi M Shanmuganathan, Meera de Souza, Russell J Kroezen, Zachary Desai, Dipika Williams, Natalie C Morrison, Katherine M Atkinson, Stephanie A Teo, Koon K Azad, Meghan B Simons, Elinor Moraes, Theo J Mandhane, Piush J Turvey, Stuart E Subbarao, Padmaja Britz-McKibbin, Philip Anand, Sonia S BMC Med Research Article BACKGROUND: Childhood 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. METHODS: Nontargeted 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). RESULTS: In 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. CONCLUSIONS: Our 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-02886-8. BioMed Central 2023-05-09 /pmc/articles/PMC10166631/ /pubmed/37158942 http://dx.doi.org/10.1186/s12916-023-02886-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Azab, Sandi M Shanmuganathan, Meera de Souza, Russell J Kroezen, Zachary Desai, Dipika Williams, Natalie C Morrison, Katherine M Atkinson, Stephanie A Teo, Koon K Azad, Meghan B Simons, Elinor Moraes, Theo J Mandhane, Piush J Turvey, Stuart E Subbarao, Padmaja Britz-McKibbin, Philip Anand, Sonia S Early sex-dependent differences in metabolic profiles of overweight and adiposity in young children: a cross-sectional analysis |
title | Early sex-dependent differences in metabolic profiles of overweight and adiposity in young children: a cross-sectional analysis |
title_full | Early sex-dependent differences in metabolic profiles of overweight and adiposity in young children: a cross-sectional analysis |
title_fullStr | Early sex-dependent differences in metabolic profiles of overweight and adiposity in young children: a cross-sectional analysis |
title_full_unstemmed | Early sex-dependent differences in metabolic profiles of overweight and adiposity in young children: a cross-sectional analysis |
title_short | Early sex-dependent differences in metabolic profiles of overweight and adiposity in young children: a cross-sectional analysis |
title_sort | early sex-dependent differences in metabolic profiles of overweight and adiposity in young children: a cross-sectional analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10166631/ https://www.ncbi.nlm.nih.gov/pubmed/37158942 http://dx.doi.org/10.1186/s12916-023-02886-8 |
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