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Sex differences in systemic metabolites at four life stages: cohort study with repeated metabolomics

BACKGROUND: Males experience higher rates of coronary heart disease (CHD) than females, but the circulating traits underpinning this difference are poorly understood. We examined sex differences in systemic metabolites measured at four life stages, spanning childhood to middle adulthood. METHODS: Da...

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Autores principales: Bell, Joshua A., Santos Ferreira, Diana L., Fraser, Abigail, Soares, Ana Luiza G., Howe, Laura D., Lawlor, Deborah A., Carslake, David, Davey Smith, George, O’Keeffe, Linda M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7903597/
https://www.ncbi.nlm.nih.gov/pubmed/33622307
http://dx.doi.org/10.1186/s12916-021-01929-2
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author Bell, Joshua A.
Santos Ferreira, Diana L.
Fraser, Abigail
Soares, Ana Luiza G.
Howe, Laura D.
Lawlor, Deborah A.
Carslake, David
Davey Smith, George
O’Keeffe, Linda M.
author_facet Bell, Joshua A.
Santos Ferreira, Diana L.
Fraser, Abigail
Soares, Ana Luiza G.
Howe, Laura D.
Lawlor, Deborah A.
Carslake, David
Davey Smith, George
O’Keeffe, Linda M.
author_sort Bell, Joshua A.
collection PubMed
description BACKGROUND: Males experience higher rates of coronary heart disease (CHD) than females, but the circulating traits underpinning this difference are poorly understood. We examined sex differences in systemic metabolites measured at four life stages, spanning childhood to middle adulthood. METHODS: Data were from the Avon Longitudinal Study of Parents and Children (7727 offspring, 49% male; and 6500 parents, 29% male). Proton nuclear magnetic resonance ((1)H-NMR) spectroscopy from a targeted metabolomics platform was performed on EDTA-plasma or serum samples to quantify 229 systemic metabolites (including lipoprotein-subclass-specific lipids, pre-glycaemic factors, and inflammatory glycoprotein acetyls). Metabolites were measured in the same offspring once in childhood (mean age 8 years), twice in adolescence (16 years and 18 years) and once in early adulthood (25 years), and in their parents once in middle adulthood (50 years). Linear regression models estimated differences in metabolites for males versus females on each occasion (serial cross-sectional associations). RESULTS: At 8 years, total lipids in very-low-density lipoproteins (VLDL) were lower in males; levels were higher in males at 16 years and higher still by 18 years and 50 years (among parents) for medium-or-larger subclasses. Larger sex differences at older ages were most pronounced for VLDL triglycerides—males had 0.19 standard deviations (SD) (95% CI = 0.12, 0.26) higher at 18 years, 0.50 SD (95% CI = 0.42, 0.57) higher at 25 years, and 0.62 SD (95% CI = 0.55, 0.68) higher at 50 years. Low-density lipoprotein (LDL) cholesterol, apolipoprotein-B, and glycoprotein acetyls were generally lower in males across ages. The direction and magnitude of effects were largely unchanged when adjusting for body mass index measured at the time of metabolite assessment on each occasion. CONCLUSIONS: Our results suggest that males begin to have higher VLDL triglyceride levels in adolescence, with larger sex differences at older ages. Sex differences in other CHD-relevant metabolites, including LDL cholesterol, show the opposite pattern with age, with higher levels among females. Such life course trends may inform causal analyses with clinical endpoints in specifying traits which underpin higher age-adjusted CHD rates commonly seen among males. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-01929-2.
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spelling pubmed-79035972021-03-01 Sex differences in systemic metabolites at four life stages: cohort study with repeated metabolomics Bell, Joshua A. Santos Ferreira, Diana L. Fraser, Abigail Soares, Ana Luiza G. Howe, Laura D. Lawlor, Deborah A. Carslake, David Davey Smith, George O’Keeffe, Linda M. BMC Med Research Article BACKGROUND: Males experience higher rates of coronary heart disease (CHD) than females, but the circulating traits underpinning this difference are poorly understood. We examined sex differences in systemic metabolites measured at four life stages, spanning childhood to middle adulthood. METHODS: Data were from the Avon Longitudinal Study of Parents and Children (7727 offspring, 49% male; and 6500 parents, 29% male). Proton nuclear magnetic resonance ((1)H-NMR) spectroscopy from a targeted metabolomics platform was performed on EDTA-plasma or serum samples to quantify 229 systemic metabolites (including lipoprotein-subclass-specific lipids, pre-glycaemic factors, and inflammatory glycoprotein acetyls). Metabolites were measured in the same offspring once in childhood (mean age 8 years), twice in adolescence (16 years and 18 years) and once in early adulthood (25 years), and in their parents once in middle adulthood (50 years). Linear regression models estimated differences in metabolites for males versus females on each occasion (serial cross-sectional associations). RESULTS: At 8 years, total lipids in very-low-density lipoproteins (VLDL) were lower in males; levels were higher in males at 16 years and higher still by 18 years and 50 years (among parents) for medium-or-larger subclasses. Larger sex differences at older ages were most pronounced for VLDL triglycerides—males had 0.19 standard deviations (SD) (95% CI = 0.12, 0.26) higher at 18 years, 0.50 SD (95% CI = 0.42, 0.57) higher at 25 years, and 0.62 SD (95% CI = 0.55, 0.68) higher at 50 years. Low-density lipoprotein (LDL) cholesterol, apolipoprotein-B, and glycoprotein acetyls were generally lower in males across ages. The direction and magnitude of effects were largely unchanged when adjusting for body mass index measured at the time of metabolite assessment on each occasion. CONCLUSIONS: Our results suggest that males begin to have higher VLDL triglyceride levels in adolescence, with larger sex differences at older ages. Sex differences in other CHD-relevant metabolites, including LDL cholesterol, show the opposite pattern with age, with higher levels among females. Such life course trends may inform causal analyses with clinical endpoints in specifying traits which underpin higher age-adjusted CHD rates commonly seen among males. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-01929-2. BioMed Central 2021-02-24 /pmc/articles/PMC7903597/ /pubmed/33622307 http://dx.doi.org/10.1186/s12916-021-01929-2 Text en © The Author(s) 2021 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/. The Creative Commons Public Domain Dedication waiver (http://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
Bell, Joshua A.
Santos Ferreira, Diana L.
Fraser, Abigail
Soares, Ana Luiza G.
Howe, Laura D.
Lawlor, Deborah A.
Carslake, David
Davey Smith, George
O’Keeffe, Linda M.
Sex differences in systemic metabolites at four life stages: cohort study with repeated metabolomics
title Sex differences in systemic metabolites at four life stages: cohort study with repeated metabolomics
title_full Sex differences in systemic metabolites at four life stages: cohort study with repeated metabolomics
title_fullStr Sex differences in systemic metabolites at four life stages: cohort study with repeated metabolomics
title_full_unstemmed Sex differences in systemic metabolites at four life stages: cohort study with repeated metabolomics
title_short Sex differences in systemic metabolites at four life stages: cohort study with repeated metabolomics
title_sort sex differences in systemic metabolites at four life stages: cohort study with repeated metabolomics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7903597/
https://www.ncbi.nlm.nih.gov/pubmed/33622307
http://dx.doi.org/10.1186/s12916-021-01929-2
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