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Serum Metabolites as an Indicator of Developing Gestational Diabetes Mellitus Later in the Pregnancy: A Prospective Cohort of a Chinese Population

机译:血清代谢物作为在怀孕后后期发育妊娠糖尿病的指标:中国人口的前瞻性队列

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Objective . Gestational diabetes mellitus (GDM) is a common metabolic disorder with onset during pregnancy. However, the etiology and pathogenesis of GDM have not been fully elucidated. In this study, we used a metabolomics approach to investigate the relationship between maternal serum metabolites and GDM in early pregnancy. Methods . A nested case-control study was performed. To establish an early pregnancy cohort, pregnant women in early pregnancy ( weeks) were recruited. In total, 51 patients with GDM and 51 healthy controls were included. Serum samples were analyzed using an untargeted high-performance liquid chromatography mass spectrometry metabolomics approach. The relationships between metabolites and GDM were analyzed by an orthogonal partial least-squares discriminant analysis. Differential metabolites were evaluated using a KEGG pathway analysis. Results . A total of 44 differential metabolites were identified between GDM cases and healthy controls during early pregnancy. Of these, 26 significant metabolites were obtained in early pregnancy after false discovery rate ( ) correction. In the GDM group, the levels of L-pyroglutamic acid, L-glutamic acid, phenylacetic acid, pantothenic acid, and xanthine were significantly higher and the levels of 1,5-anhydro-D-glucitol, calcitriol, and 4-oxoproline were significantly lower than those in the control group. These metabolites were involved in multiple metabolic pathways, including those for amino acid, carbohydrate, lipid, energy, nucleotide, cofactor, and vitamin metabolism. Conclusions . We identified significant differentially expressed metabolites associated with the risk of GDM, providing insight into the mechanisms underlying GDM in early pregnancy and candidate predictive markers.
机译:客观的 。妊娠期糖尿病(GDM)是怀孕期间发病的常见代谢紊乱。然而,GDM的病因和发病机制尚未完全阐明。在这项研究中,我们使用了一种代谢组种方法来研究母体血清代谢物和妊娠期GDM之间的关系。方法 。进行嵌套案例对照研究。为了建立早期怀孕队列,怀孕早期(周)的孕妇被招募。总共有51例GDM和51例健康对照。使用未明确的高效液相色谱质谱法代谢型代谢方法分析血清样品。通过正交的部分最小二乘判别分析分析代谢物和GDM之间的关系。使用KEGG途径分析评估差分代谢物。结果 。在怀孕期间GDM病例和健康对照组共鉴定了44种差分代谢物。其中,在虚假发现率()校正后,在妊娠早期获得了26种显着的代谢物。在GDM组中,L-吡葡酸酸,L-谷氨酸,苯乙酸,泛酸和黄嘌呤的水平显着升高,1,5-α-羟基 - 葡糖醇,二氧化硅和4-氧化普罗琳的水平显着低于对照组中的那些。这些代谢物涉及多种代谢途径,包括氨基酸,碳水化合物,脂质,能量,核苷酸,辅因子和维生素代谢的那些代谢途径。结论。我们鉴定了与GDM风险相关的显着差异表达的代谢物,为早期怀孕和候选预测标志物的GDM潜在的机制深入了解。

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