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Identification of Metabolites Associated with Onset of CAD in Diabetic Patients Using CE-MS Analysis: A Pilot Study

机译:通过CE-MS分析鉴定糖尿病患者与CAD发作相关的代谢物:一项先导研究

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摘要

>Aim: Coronary artery disease (CAD) is the result of a complex metabolic disorder caused by various environmental and genetic factors. Metabolomics is a potential tool for identifying biomarkers for better risk classification and for understanding the pathophysiological mechanisms of CAD. With this background, we performed a pilot study to identify metabolites associated with the future onset of CAD in patients with type 2 diabetes.>Methods: Sixteen subjects who suffered from CAD event during the observation period and 39 non-CAD subjects who were matched to the CAD subjects for Framingham Coronary Heart Disease Risk Score, diabetes duration, and HbA1c were selected. Capillary electrophoresis time-of-flight mass spectrometry (CE-TOFMS) was used to perform non-targeted metabolome analysis of serum samples collected in 2005.>Results: A total of 104 metabolites were identified. Unsupervised principal component analysis (PCA) did not to reveal two distinct clusters of individuals. However, a significant association with CAD was found for 7 metabolites (pelargonic acid, glucosamine:galactosamine, thymine, 3-hydroxybutyric acid, creatine, 2-aminoisobutyric acid, hypoxanthine) and the levels of all these metabolites were significantly lower in the CAD group compared with the non-CAD group.>Conclusions: We identified 7 metabolites related to long-term future onset of CAD in Japanese patients with diabetes. Further studies with large sample size would be necessary to confirm our findings, and future studies using in vivo or in vitro models would be necessary to elucidate whether direct relationships exist between the detected metabolites and CAD pathophysiology.
机译:>目的:冠状动脉疾病(CAD)是由各种环境和遗传因素引起的复杂代谢紊乱​​的结果。代谢组学是一种潜在的工具,可用于识别生物标志物,以更好地进行风险分类并了解CAD的病理生理机制。在此背景下,我们进行了一项初步研究,以鉴定与2型糖尿病患者的CAD未来发作有关的代谢物。>方法:在观察期内有16名患有CAD事件的受试者和39名非CAD患者选择与弗雷明汉冠心病风险评分,糖尿病病程和HbA1c相匹配的CAD受试者。使用毛细管电泳飞行时间质谱(CE-TOFMS)对2005年收集的血清样品进行非靶向代谢组分析。>结果:共鉴定出104种代谢产物。无监督主成分分析(PCA)并未揭示两个不同的个体群。然而,发现CAD与7种代谢产物(壬酸,葡糖胺:半乳糖胺,胸腺嘧啶,3-羟基丁酸,肌酸,2-氨基异丁酸,次黄嘌呤)显着相关,而CAD组中所有这些代谢产物的水平均显着降低与非CAD组相比。>结论:我们在日本糖尿病患者中发现了7种与长期长期发病有关的代谢物。需要进一步的大样本研究来证实我们的发现,将来有必要使用体内或体外模型进行研究,以阐明检测到的代谢物与CAD病理生理之间是否存在直接关系。

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