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基于核磁共振的血清代谢组学及相关性分析揭示2型糖尿病病理生理学背后的代谢改变

NMR-Based Serum Metabolomics and Correlation Analysis Unraveled Metabolic Alterations Underlying Pathophysiology of Type 2 Diabetes Mellitus.

作者信息

Trivedi Rimjhim, Kumar Shubham, Kumar Pramod, Yadav Sanjay, Shiv Sada, Kumar Dinesh

机构信息

Department of Advanced Spectroscopy and Imaging, Centre of Biomedical Research (CBMR), Lucknow 226014, Uttar Pradesh, India.

Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India.

出版信息

ACS Omega. 2025 Aug 18;10(33):37761-37772. doi: 10.1021/acsomega.5c04538. eCollection 2025 Aug 26.

Abstract

Type 2 diabetes mellitus (T2DM) is a growing global health concern, with a high prevalence among individuals aged 45-50 years and above. Chronic inflammation, oxidative stress, and mitochondrial dysfunction play pivotal roles in its progression. This clinical metabolomics study aimed to identify distinct metabolic alterations associated with insulin resistance and other clinical features of T2DM. Fasting serum samples from 43 T2DM patients (mean age 51 ± 9 years) and 34 age- and sex-matched controls (mean age 49 ± 11 years) were analyzed using 800 MHz NMR spectroscopy. Serum metabolite concentrations were quantified using CHENOMX software and compared using multivariate and univariate statistical methods, with the diagnostic potential evaluated through receiver operating characteristic (ROC) curve analysis. T2DM patients exhibited elevated levels of glucose, mannose, urea, glutamate, and phenylalanine-to-tyrosine ratio (PTR), alongside reduced levels of alanine, valine, threonine, histidine, glutamine, and key metabolic ratios such as glutamine-to-glucose (QGR), alanine-to-glucose (AGR), glutamine-to-glutamate (QER), and glutamine-to-mannose (QMR). Metabolic alterations suggest heightened inflammation, oxidative stress, mitochondrial dysfunction, which is disrupting glucose-alanine cycling, the tricarboxylic acid cycle (TCA), and glutamine and amino acid metabolism. This study highlights the role of metabolomics in understanding T2DM pathophysiology and offers potential biomarkers for improved diagnosis and disease management.

摘要

2型糖尿病(T2DM)是一个日益严重的全球健康问题,在45至50岁及以上人群中患病率很高。慢性炎症、氧化应激和线粒体功能障碍在其进展中起关键作用。这项临床代谢组学研究旨在确定与胰岛素抵抗及T2DM其他临床特征相关的独特代谢改变。使用800 MHz核磁共振波谱对43例T2DM患者(平均年龄51±9岁)和34例年龄及性别匹配的对照者(平均年龄49±11岁)的空腹血清样本进行分析。血清代谢物浓度使用CHENOMX软件进行定量,并使用多变量和单变量统计方法进行比较,通过受试者工作特征(ROC)曲线分析评估诊断潜力。T2DM患者的葡萄糖、甘露糖、尿素、谷氨酸和苯丙氨酸与酪氨酸比值(PTR)水平升高,同时丙氨酸、缬氨酸、苏氨酸、组氨酸、谷氨酰胺水平降低,以及关键代谢比值如谷氨酰胺与葡萄糖(QGR)、丙氨酸与葡萄糖(AGR)、谷氨酰胺与谷氨酸(QER)和谷氨酰胺与甘露糖(QMR)降低。代谢改变表明炎症加剧、氧化应激、线粒体功能障碍,这正在扰乱葡萄糖-丙氨酸循环、三羧酸循环(TCA)以及谷氨酰胺和氨基酸代谢。本研究强调了代谢组学在理解T2DM病理生理学中的作用,并为改善诊断和疾病管理提供了潜在的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc8b/12392183/4b7e71a3533e/ao5c04538_0001.jpg

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