Mastrangelo A, Martos-Moreno G Á, García A, Barrios V, Rupérez F J, Chowen J A, Barbas C, Argente J
Centre for Metabolomics and Bioanalysis (CEMBIO), Faculty of Pharmacy, San Pablo CEU University, Madrid, Spain.
Department of Pediatrics & Pediatric Endocrinology, Instituto de Investigación La Princesa, Hospital Infantil Universitario Niño Jesús, Universidad Autónoma de Madrid, Madrid, Spain.
Int J Obes (Lond). 2016 Oct;40(10):1494-1502. doi: 10.1038/ijo.2016.92. Epub 2016 May 10.
Insulin resistance (IR) is usually the first metabolic alteration diagnosed in obese children and the key risk factor for development of comorbidities. The factors determining whether or not IR develops as a result of excess body mass index (BMI) are still not completely understood.
This study aimed to elucidate the mechanisms underpinning the predisposition toward hyperinsulinemia-related complications in obese children by using a metabolomic strategy that allows a profound interpretation of metabolic profiles potentially affected by IR.
Serum from 60 prepubertal obese children (30 girls/30 boys, 50% IR and 50% non-IR in each group, but with similar BMIs) were analyzed by using liquid chromatography-mass spectrometry, gas chromatography-mass spectrometry and capillary electrophoresis-mass spectrometry following an untargeted metabolomics approach. Validation was then performed on a group of 100 additional children with the same characteristics.
When obese children with and without IR were compared, 47 metabolites out of 818 compounds (P<0.05) obtained after data pre-processing were found to be significantly different. Bile acids exhibit the greatest changes (that is, approximately a 90% increase in IR). The majority of metabolites differing between groups were lysophospholipids (15) and amino acids (17), indicating inflammation and central carbon metabolism as the most altered processes in impaired insulin signaling. Multivariate analysis (OPLS-DA models) showed subtle differences between groups that were magnified when females were analyzed alone.
Inflammation and central carbon metabolism, together with the contribution of the gut microbiota, are the most altered processes in obese children with impaired insulin signaling in a sex-specific fashion despite their prepubertal status.
胰岛素抵抗(IR)通常是肥胖儿童中最早被诊断出的代谢改变,也是发生合并症的关键危险因素。导致IR是否因体重指数(BMI)过高而出现的因素仍未完全明确。
本研究旨在通过代谢组学策略阐明肥胖儿童易患高胰岛素血症相关并发症的机制,该策略能够深入解读可能受IR影响的代谢谱。
采用非靶向代谢组学方法,运用液相色谱 - 质谱联用、气相色谱 - 质谱联用和毛细管电泳 - 质谱联用技术,对60名青春期前肥胖儿童(30名女孩/30名男孩,每组50% IR和50%非IR,但BMI相似)的血清进行分析。然后对另外100名具有相同特征的儿童进行验证。
在比较有IR和无IR的肥胖儿童时,数据预处理后得到的818种化合物中有47种代谢物(P<0.05)存在显著差异。胆汁酸的变化最为显著(即IR组中约增加90%)。两组之间差异最大的代谢物大多数是溶血磷脂(15种)和氨基酸(17种),表明炎症和中心碳代谢是胰岛素信号受损时变化最大的过程。多变量分析(OPLS-DA模型)显示两组之间存在细微差异,单独分析女性时差异更为明显。
尽管处于青春期前状态,但炎症和中心碳代谢以及肠道微生物群的作用,是以性别特异性方式在胰岛素信号受损的肥胖儿童中变化最大的过程。