An Amino Acid Signature Associated with Obesity Predicts 2-Year Risk of Hypertriglyceridemia in School-Age Children

• Published in: Scientific reports 2017-07, Vol.7 (1), p.5607-9, Article 5607
• Main Authors: Moran-Ramos, Sofia, Ocampo-Medina, Elvira, Gutierrez-Aguilar, Ruth, Macías-Kauffer, Luis, Villamil-Ramírez, Hugo, López-Contreras, Blanca E., León-Mimila, Paola, Vega-Badillo, Joel, Gutierrez-Vidal, Roxana, Villarruel-Vazquez, Ricardo, Serrano-Carbajal, Erandi, Del-Río-Navarro, Blanca E, Huertas-Vázquez, Adriana, Villarreal-Molina, Teresa, Ibarra-Gonzalez, Isabel, Vela-Amieva, Marcela, Aguilar-Salinas, Carlos A., Canizales-Quinteros, Samuel
• Format: Article
• Language: English
• Subjects: 631/1647/320; 631/443/319/1642/393; 692/163/2743/2099; Amino acids; Amino Acids - analysis; Amino Acids - metabolism; Anthropometry; Arginine; Biomarkers - metabolism; Cardiovascular diseases; Case-Control Studies; Child; Children; Cross-Sectional Studies; Female; Health risks; Humanities and Social Sciences; Humans; Hypertriglyceridemia; Hypertriglyceridemia - diagnosis; Hypertriglyceridemia - epidemiology; Hypertriglyceridemia - etiology; Hypertriglyceridemia - metabolism; Isoleucine; Leucine; Longitudinal Studies; Male; Metabolism; Metabolites; Metabolome; Metabolomics; Mexico - epidemiology; multidisciplinary; Obesity; Pediatric Obesity - complications; Phenylalanine; Principal components analysis; Proline; Regression analysis; Risk Factors; Science; Science (multidisciplinary); Triglycerides; Tyrosine; Valine
• ISSN: 2045-2322; 2045-2322
• DOI: 10.1038/s41598-017-05765-4

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