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基于核磁共振的代谢血浆分析对妊娠糖尿病的鉴别诊断

Differentiation of gestational diabetes mellitus by nuclear magnetic resonance-based metabolic plasma analysis.

作者信息

Liu Liping, Liu Lenan, Wang Junsong, Zheng Qi, Jin Bai, Sun Lizhou

机构信息

Department of Obstetrics, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China.

Center for Molecular Metabolism, Nanjing University of Science and Technology, Nanjing, Jiangsu 210094, China.

出版信息

J Biomed Res. 2021 Jan 29;35(5):351-360. doi: 10.7555/JBR.35.20200191.

Abstract

This study aimed to investigate the metabolic profile of gestational diabetes mellitus (GDM) at both antepartum and postpartum periods. Seventy pregnant women were divided into three groups: the normal glucose-tolerant group (NGT, =35), the abnormal glucose-tolerant groups without insulin therapy (A1GDM, =24) or with insulin therapy (A2GDM, =11). Metabolic profiles of the plasma were acquired by proton nuclear magnetic resonance (H-NMR) spectroscopy and analyzed by multivariate statistical data analysis. The relationship between demographic parameters and the potential metabolite biomarkers was further explored. Group antepartum or postpartum showed similar metabolic trends. Compare with those of the NGT group, the levels of 2-hydroxybutyrate, lysine, acetate, glutamine, succinate, tyrosine, formate, and all three BCAAs (leucine, valine, isoleucine) in the A2GDM group were increased dramatically, and the levels of lysine, acetate, and formate in the A1GDM group were elevated significantly. The dramatically decreased levels of 3-methyl-2-oxovalerate and methanol were observed both in the A1GDM group and A2GDM group. Compare to the A1GDM group, the branched-chain amino acids (BCAAs) of leucine, valine, and isoleucine were increased dramatically in the A2GDM group. The levels of aromatic amino acids (AAAs), tyrosine and phenylalanine, were significantly increased in GDM women, consistent with the severity of GDM. Interference of amino acid metabolism and disturbance in energy metabolism occurred in women with different grades of GDM. Metabolic profiles could reflect the severity of GDM. Plasma BCAA concentrations showing strong positive correlations with weight and pre-delivery BMI. This study provides a new perspective to understand the pathogenesis and etiology of GDM, which may help the clinical management and treatment of GDM.

摘要

本研究旨在调查妊娠期糖尿病(GDM)在产前和产后时期的代谢谱。70名孕妇被分为三组:正常糖耐量组(NGT,n = 35)、未接受胰岛素治疗的糖耐量异常组(A1GDM,n = 24)或接受胰岛素治疗的糖耐量异常组(A2GDM,n = 11)。通过质子核磁共振(H-NMR)光谱获取血浆代谢谱,并采用多元统计数据分析。进一步探讨人口统计学参数与潜在代谢物生物标志物之间的关系。产前或产后组显示出相似的代谢趋势。与NGT组相比,A2GDM组中2-羟基丁酸、赖氨酸、乙酸盐、谷氨酰胺、琥珀酸盐、酪氨酸、甲酸盐以及所有三种支链氨基酸(亮氨酸、缬氨酸、异亮氨酸)的水平显著升高,A1GDM组中赖氨酸、乙酸盐和甲酸盐的水平显著升高。在A1GDM组和A2GDM组中均观察到3-甲基-2-氧代戊酸和甲醇水平显著降低。与A1GDM组相比,A2GDM组中亮氨酸、缬氨酸和异亮氨酸的支链氨基酸(BCAAs)显著增加。GDM女性中芳香族氨基酸(AAAs)、酪氨酸和苯丙氨酸的水平显著升高,与GDM的严重程度一致。不同等级GDM女性存在氨基酸代谢干扰和能量代谢紊乱。代谢谱可反映GDM的严重程度。血浆BCAA浓度与体重和分娩前BMI呈强正相关。本研究为理解GDM的发病机制和病因提供了新视角,可能有助于GDM的临床管理和治疗。

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