Plasma metabolomics of children with aberrant serum lipids and inadequate micronutrient intake
Related Experiment Video
Updated: Feb 3, 2026

Large Scale Non-targeted Metabolomic Profiling of Serum by Ultra Performance Liquid Chromatography-Mass Spectrometry UPLC-MS
Published on: March 14, 2013
Katherine J Li1, NaNet Jenkins2, Gary Luckasen2
1Department of Environmental and Radiological Health Sciences, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, Colorado, United States of America.
Insights
Metabolite profiling in children at risk for cardiovascular disease (CVD) reveals links between plasma metabolites and serum lipids, highlighting potential for early detection. Many children showed inadequate micronutrient intake, suggesting lifestyle interventions are crucial for CVD prevention.
Area of Science:
- Biochemistry and Metabolism
- Pediatric Cardiology
- Nutritional Science
Background:
- Blood lipids are established cardiovascular disease (CVD) biomarkers.
- Metabolite profiling offers a broader view of metabolic alterations linked to early disease risk.
- Micronutrient deficiencies may contribute to CVD risk factors in childhood.
Purpose of the Study:
- To investigate the associations between serum lipid profiles, plasma metabolome, and micronutrient status in children at risk for CVD.
- To identify potential metabolic markers for early CVD risk in pediatric populations.
Main Methods:
- Serum lipids (total cholesterol, LDL, HDL, TG) were measured in 38 children (age 10 ± 0.8 years).
- Plasma metabolites were analyzed using ultra-high-performance liquid chromatography-tandem mass spectrometry.
- Micronutrient intake was assessed via 3-day food logs; correlations were computed using Spearman's rank-order coefficients.
Main Results:
- Significant correlations (rs ≥ 0.60, p ≤ 0.0001) were found between serum lipids and 235 plasma metabolites (approx. 30% of the metabolome).
- Plasma cholesterol correlated positively with serum total cholesterol (rs = 0.6654).
- 27 plasma metabolites, including alanine and diacylglycerols, strongly correlated with serum triglycerides (TG), mirroring findings in adult cardiometabolic risk studies.
Conclusions:
- Plasma metabolite profiling, combined with assessment of modifiable risk factors, is valuable for early CVD detection in children.
- Findings support the need for continued epidemiological investigation to inform lifestyle-based interventions for pediatric CVD prevention.
- A majority of children exhibited suboptimal intake of key micronutrients (Vitamin E, calcium, magnesium, folate, Vitamin D, potassium) and excessive sodium intake.
Abstract:
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 (rs) 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 (rs = 0.6654; p<0.0001). Additionally, 27 plasma metabolites were strongly correlated with serum TG (rs ≥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.
Related Concept Videos
Blood Studies for Cardiovascular System III: Serum Lipid Profile
Serum lipids are fats and fatty substances in the blood and are crucial for various bodily functions, including energy storage, cellular structure, and hormone production. Serum lipids consist of cholesterol, triglycerides, and phospholipids.
Cholesterol is a soft, fat-like substance found in all body cells. It is crucial for producing hormones, vitamin D, and substances that aid...
Regulation of Water Intake
What are Lipids?
What are Lipids?
Non-Polar and Hydrophobic Characteristics of Lipids
Lipids are a structurally and functionally diverse group of hydrocarbons—compounds consisting of carbon and hydrogen atoms. The carbon-carbon and...
Regulation of Food Intake
Lipid Digestion

