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Published on: May 6, 2022
An Amino Acid Signature Associated with Obesity Predicts 2-Year Risk of Hypertriglyceridemia in School-Age Children
Sofia Moran-Ramos1,2, Elvira Ocampo-Medina3, Ruth Gutierrez-Aguilar4,5
1Consejo Nacional de Ciencia y Tecnología (CONACYT), Mexico City, Mexico. smoran@inmegen.gob.mx.
Insights
Childhood obesity is linked to specific blood amino acids, acting as early biomarkers. This amino acid signature predicts future high triglycerides, enabling early intervention for cardiovascular risk in children.
Area of Science:
- Metabolomics
- Pediatric Endocrinology
- Cardiovascular Risk
Background:
- Childhood obesity presents significant metabolic abnormalities and increased cardiovascular risk.
- Metabolites offer potential as early biomarkers for intervention in school-aged children.
- Identifying metabolomic profiles associated with obesity and related traits is crucial for early detection and management.
Purpose of the Study:
- To identify metabolomic profiles associated with childhood obesity and related metabolic traits.
- To investigate the predictive value of identified metabolomic profiles for future metabolic abnormalities.
Main Methods:
- Utilized data from the Obesity Research Study for Mexican children (ORSMEC) including case-control, cross-sectional, and longitudinal cohorts (n=1120, 554, 301).
- Measured 42 metabolites using electrospray MS/MS.
- Employed multivariate regression models and principal component analysis to assess associations between metabolomic profiles and anthropometric, clinical, and biochemical parameters.
Main Results:
- A distinct serum amino acid signature (arginine, leucine/isoleucine, phenylalanine, tyrosine, valine, proline) was significantly associated with obesity (OR=1.57) and serum triglycerides (TG) (β=0.067).
- These associations were validated in a cross-sectional study (P<0.0001).
- In the longitudinal cohort, the amino acid signature predicted the risk of hypertriglyceridemia after 2 years (OR=1.19).
Conclusions:
- An amino acid signature is significantly associated with childhood obesity.
- This signature serves as an independent risk factor for future hypertriglyceridemia in children.
- These findings highlight the potential of metabolomics for early identification and intervention in pediatric obesity and associated cardiovascular risks.
Abstract:
Childhood obesity is associated with a number of metabolic abnormalities leading to increased cardiovascular risk. Metabolites can be useful as early biomarkers and new targets to promote early intervention beginning in school age. Thus, we aimed to identify metabolomic profiles associated with obesity and obesity-related metabolic traits. We used data from the Obesity Research Study for Mexican children (ORSMEC) in Mexico City and included a case control (n = 1120), cross-sectional (n = 554) and a longitudinal study (n = 301) of 6-12-year-old children. Forty-two metabolites were measured using electrospray MS/MS and multivariate regression models were used to test associations of metabolomic profiles with anthropometric, clinical and biochemical parameters. Principal component analysis showed a serum amino acid signature composed of arginine, leucine/isoleucine, phenylalanine, tyrosine, valine and proline significantly associated with obesity (OR = 1.57; 95%CI 1.45-1.69, P = 3.84 × 10-31) and serum triglycerides (TG) (β = 0.067, P = 4.5 × 10-21). These associations were validated in the cross-sectional study (P < 0.0001). In the longitudinal cohort, the amino acid signature was associated with serum TG and with the risk of hypertriglyceridemia after 2 years (OR = 1.19; 95%CI 1.03-1.39, P = 0.016). This study shows that an amino acid signature significantly associated with childhood obesity, is an independent risk factor of future hypertriglyceridemia in children.
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