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Plasma metabolomics of children with aberrant serum lipids and inadequate micronutrient intake
Blood lipids have served as key biomarkers for cardiovascular disease (CVD) risk, yet emerging evidence indicates metabolite profiling might reveal a larger repertoire of small molecules that reflect altered metabolism, and which may be associated with early disease risk. Inadequate micronutrient st...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6209210/ https://www.ncbi.nlm.nih.gov/pubmed/30379930 http://dx.doi.org/10.1371/journal.pone.0205899 |
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author | Li, Katherine J. Jenkins, NaNet Luckasen, Gary Rao, Sangeeta Ryan, Elizabeth P. |
author_facet | Li, Katherine J. Jenkins, NaNet Luckasen, Gary Rao, Sangeeta Ryan, Elizabeth P. |
author_sort | Li, Katherine J. |
collection | PubMed |
description | Blood lipids have served as key biomarkers for cardiovascular disease (CVD) risk, yet emerging evidence indicates metabolite profiling might reveal a larger repertoire of small molecules that reflect altered metabolism, and which may be associated with early disease risk. Inadequate micronutrient status may also drive or exacerbate CVD risk factors that emerge during childhood. This study aimed to understand relationships between serum lipid levels, the plasma metabolome, and micronutrient status in 38 children (10 ± 0.8 years) at risk for CVD. Serum lipid levels were measured via autoanalyzer and average daily micronutrient intakes were calculated from 3-day food logs. Plasma metabolites were extracted using 80% methanol and analyzed via ultra-high-performance liquid chromatography-tandem mass spectrometry. Spearman’s rank-order coefficients (r(s)) were computed for correlations between the following serum lipids [total cholesterol, low-density lipoprotein (LDL) cholesterol, high-density lipoprotein (HDL) cholesterol, and triglycerides (TG)], 805 plasma metabolites, and 17 essential micronutrients. Serum lipid levels in the children ranged from 128–255 mg/dL for total cholesterol, 67–198 mg/dL for LDL, 31–58 mg/dL for HDL, and 46–197 mg/dL for TG. The majority of children (71 to 100%) had levels lower than the Recommended Daily Allowance for vitamin E, calcium, magnesium, folate, vitamin D, and potassium. For sodium, 76% of children had levels above the Upper Limit of intake. Approximately 30% of the plasma metabolome (235 metabolites) were significantly correlated with serum lipids. As expected, plasma cholesterol was positively correlated with serum total cholesterol (r(s) = 0.6654; p<0.0001). Additionally, 27 plasma metabolites were strongly correlated with serum TG (r(s) ≥0.60; p≤0.0001), including alanine and diacylglycerols, which have previously been associated with cardiometabolic and atherosclerotic risk in adults and experimental animals. Plasma metabolite profiling alongside known modifiable risk factors for children merit continued investigation in epidemiological studies to assist with early CVD detection, mitigation, and prevention via lifestyle-based interventions. |
format | Online Article Text |
id | pubmed-6209210 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-62092102018-11-19 Plasma metabolomics of children with aberrant serum lipids and inadequate micronutrient intake Li, Katherine J. Jenkins, NaNet Luckasen, Gary Rao, Sangeeta Ryan, Elizabeth P. PLoS One Research Article Blood lipids have served as key biomarkers for cardiovascular disease (CVD) risk, yet emerging evidence indicates metabolite profiling might reveal a larger repertoire of small molecules that reflect altered metabolism, and which may be associated with early disease risk. Inadequate micronutrient status may also drive or exacerbate CVD risk factors that emerge during childhood. This study aimed to understand relationships between serum lipid levels, the plasma metabolome, and micronutrient status in 38 children (10 ± 0.8 years) at risk for CVD. Serum lipid levels were measured via autoanalyzer and average daily micronutrient intakes were calculated from 3-day food logs. Plasma metabolites were extracted using 80% methanol and analyzed via ultra-high-performance liquid chromatography-tandem mass spectrometry. Spearman’s rank-order coefficients (r(s)) were computed for correlations between the following serum lipids [total cholesterol, low-density lipoprotein (LDL) cholesterol, high-density lipoprotein (HDL) cholesterol, and triglycerides (TG)], 805 plasma metabolites, and 17 essential micronutrients. Serum lipid levels in the children ranged from 128–255 mg/dL for total cholesterol, 67–198 mg/dL for LDL, 31–58 mg/dL for HDL, and 46–197 mg/dL for TG. The majority of children (71 to 100%) had levels lower than the Recommended Daily Allowance for vitamin E, calcium, magnesium, folate, vitamin D, and potassium. For sodium, 76% of children had levels above the Upper Limit of intake. Approximately 30% of the plasma metabolome (235 metabolites) were significantly correlated with serum lipids. As expected, plasma cholesterol was positively correlated with serum total cholesterol (r(s) = 0.6654; p<0.0001). Additionally, 27 plasma metabolites were strongly correlated with serum TG (r(s) ≥0.60; p≤0.0001), including alanine and diacylglycerols, which have previously been associated with cardiometabolic and atherosclerotic risk in adults and experimental animals. Plasma metabolite profiling alongside known modifiable risk factors for children merit continued investigation in epidemiological studies to assist with early CVD detection, mitigation, and prevention via lifestyle-based interventions. Public Library of Science 2018-10-31 /pmc/articles/PMC6209210/ /pubmed/30379930 http://dx.doi.org/10.1371/journal.pone.0205899 Text en © 2018 Li et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Li, Katherine J. Jenkins, NaNet Luckasen, Gary Rao, Sangeeta Ryan, Elizabeth P. Plasma metabolomics of children with aberrant serum lipids and inadequate micronutrient intake |
title | Plasma metabolomics of children with aberrant serum lipids and inadequate micronutrient intake |
title_full | Plasma metabolomics of children with aberrant serum lipids and inadequate micronutrient intake |
title_fullStr | Plasma metabolomics of children with aberrant serum lipids and inadequate micronutrient intake |
title_full_unstemmed | Plasma metabolomics of children with aberrant serum lipids and inadequate micronutrient intake |
title_short | Plasma metabolomics of children with aberrant serum lipids and inadequate micronutrient intake |
title_sort | plasma metabolomics of children with aberrant serum lipids and inadequate micronutrient intake |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6209210/ https://www.ncbi.nlm.nih.gov/pubmed/30379930 http://dx.doi.org/10.1371/journal.pone.0205899 |
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