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首页> 外文期刊>Frontiers in Aging Neuroscience >Label-Free Liquid Chromatography–Mass Spectrometry Proteomic Analysis of Urinary Identification in Diabetic Vascular Dementia in a Han Chinese Population
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Label-Free Liquid Chromatography–Mass Spectrometry Proteomic Analysis of Urinary Identification in Diabetic Vascular Dementia in a Han Chinese Population

机译:无标记的液相色谱 - 质谱蛋白分析汉族人群糖尿病血管痴呆症的尿辨率分析

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摘要

Objective: This study aimed to identify potential diagnostic biomarkers of diabetic vascular dementia (DVD) and unravel the underlying mechanisms using mass spectrometry (MS). Methods: Label-free liquid chromatography-tandem mass spectrometry (LC-MS/MS) proteomic analysis was applied to urine samples from four groups, including 14 patients with vascular dementia (VD), 22 patients with type 2 diabetes mellitus (T2DM), 12 patients with DVD, and 21 normal controls (NCs). Searching the MS data by Proteome Discoverer software (ThermoFisher Scientific; Waltham, MA, USA), protein abundances were analyzed qualitatively and quantitatively and compared between these groups. Combining bioinformatics analysis using Gene Ontology (GO), pathway crosstalk analysis using Kyoto Encyclopedia of Genes and Genomes (KEGG), protein–protein interaction (PPI) network analysis using STRING, and literature searching, the differentially expressed proteins (DEPs) of DVD can be comprehensively judged and were further quantified by receiver operating characteristic (ROC) curve methods. Results: The proteomic findings showed quantitative changes in patients with DVD compared to patients with NC, T2DM, and VD groups; among 4,744 identified urine proteins, 1,222, 1,152, and 1,180 proteins displayed quantitative changes unique to DVD vs. NC, T2DM, and VD, respectively, including 481 overlapped common DEPs. Then, nine unique proteins [including HP, SERPIND, ATP5PB, VNN2, ALDH3A1, U2AF2, C6, A0A5C2GRG5 (no name), and A0A5C2FZ29 (no name)] and two composite markers (CM) (A0A5C2GRG5+U2AF2 and U2AF2+C6) were confirmed by a ROC curve method. Conclusion: This study provided an insight into the potential pathogenesis of DVD and elucidated a method for early detection.
机译:目的:本研究旨在鉴定糖尿病血管痴呆(DVD)的潜在诊断生物标志物,并使用质谱(MS)解开潜在机制。方法:将无标记的液相色谱 - 串联质谱(LC-MS / MS)蛋白质组学分析应用于四组的尿液样本,其中包括14例血管痴呆(VD),22例糖尿病患者(T2DM), 12例DVD患者和21例正常对照(NCS)。通过蛋白质组发现软件(Thermofisher Scientific; Waltham,Ma,USA)在定性和定量分析这些组的蛋白质丰度搜索MS数据。使用基因本体(GO),途径串扰分析使用基因和基因组(KEGG),蛋白质 - 蛋白质相互作用(PPI)网络分析使用弦和文献搜索,DVD差异表达蛋白质(DEPS)的途径串扰分析通过接收器操作特征(ROC)曲线方法进行全面判断。结果:与NC,T2DM和VD组患者相比,蛋白质组学发现表现出DVD患者的定量变化;在4,744个鉴定的尿液蛋白中,1,222,152和1,180个蛋白质分别显示了DVD与NC,T2DM和VD独特的定量变化,包括481个重叠的普通DEP。然后,九个独特蛋白[包括HP,Serpind,ATP5PB,VNN2,ALDH3A1,U2AF2,C6,A0A5C2GRG5(无名称)和A0A5C2FZ29(无名称)]和两个复合标记物(A0A5C2GRG5 + U2AF2和U2AF2 + C6)通过ROC曲线方法确认。结论:本研究提供了对DVD的潜在发病机制的见解,并阐明了早期检测方法。

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