Xiangya School of Public Health, Central South University, Changsha, China.
Hunan Key Laboratory of Clinical Epidemiology, Changsha, China.
J Diabetes Res. 2021 Feb 5;2021:8885954. doi: 10.1155/2021/8885954. eCollection 2021.
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.
A nested case-control study was performed. To establish an early pregnancy cohort, pregnant women in early pregnancy (10-13 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.
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 (FDR < 0.1) 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.
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.
妊娠期糖尿病(GDM)是一种常见的代谢紊乱疾病,在妊娠期间发病。然而,GDM 的病因和发病机制尚未完全阐明。在这项研究中,我们采用代谢组学方法研究了早孕期母体血清代谢物与 GDM 之间的关系。
采用巢式病例对照研究。为建立早孕期队列,招募了早孕期(10-13 周)的孕妇。共纳入 51 例 GDM 患者和 51 例健康对照者。采用非靶向高效液相色谱-质谱代谢组学方法分析血清样本。采用正交偏最小二乘判别分析(OPLS-DA)分析代谢物与 GDM 的关系。采用 KEGG 通路分析评估差异代谢物。
共鉴定出早孕期 GDM 病例与健康对照组之间的 44 种差异代谢物。经错误发现率(FDR<0.1)校正后,早孕期获得 26 种显著差异代谢物。在 GDM 组中,L-焦谷氨酸、L-谷氨酸、苯乙酸、泛酸和黄嘌呤的水平显著升高,1,5-脱水-D-葡萄糖醇、钙三醇和 4-氧脯氨酸的水平显著降低。这些代谢物参与了多种代谢途径,包括氨基酸、碳水化合物、脂质、能量、核苷酸、辅助因子和维生素代谢。
我们鉴定出与 GDM 风险相关的显著差异表达代谢物,为早孕期 GDM 的发病机制和候选预测标志物提供了新的见解。