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糖尿病相关认知功能减退患者的血浆代谢组学分析

Plasma metabolomic profiling of patients with diabetes-associated cognitive decline.

作者信息

Zhang Lin, Li Meng, Zhan Libin, Lu Xiaoguang, Liang Lina, Su Benli, Sui Hua, Gao Zhengnan, Li Yuzhong, Liu Ying, Wu Benhui, Liu Qigui

机构信息

Academy of Integrative Medicine, Dalian Medical University, Dalian, Liaoning, China.

Department of Traditional Chinese Medicine, the Second Affiliated Hospital, Dalian Medical University, Dalian, Liaoning, China; Academy of Integrative Medicine, Dalian Medical University, Dalian, Liaoning, China.

出版信息

PLoS One. 2015 May 14;10(5):e0126952. doi: 10.1371/journal.pone.0126952. eCollection 2015.

Abstract

Diabetes related cognitive dysfunction (DACD), one of the chronic complications of diabetes, seriously affect the quality of life in patients and increase family burden. Although the initial stage of DACD can lead to metabolic alterations or potential pathological changes, DACD is difficult to diagnose accurately. Moreover, the details of the molecular mechanism of DACD remain somewhat elusive. To understand the pathophysiological changes that underpin the development and progression of DACD, we carried out a global analysis of metabolic alterations in response to DACD. The metabolic alterations associated with DACD were first investigated in humans, using plasma metabonomics based on high-performance liquid chromatography coupled with quadrupole time-of-flight tandem mass spectrometry and multivariate statistical analysis. The related pathway of each metabolite of interest was searched in database online. The network diagrams were established KEGGSOAP software package. Receiver operating characteristic (ROC) analysis was used to evaluate diagnostic accuracy of metabolites. This is the first report of reliable biomarkers of DACD, which were identified using an integrated strategy. The identified biomarkers give new insights into the pathophysiological changes and molecular mechanisms of DACD. The disorders of sphingolipids metabolism, bile acids metabolism, and uric acid metabolism pathway were found in T2DM and DACD. On the other hand, differentially expressed plasma metabolites offer unique metabolic signatures for T2DM and DACD patients. These are potential biomarkers for disease monitoring and personalized medication complementary to the existing clinical modalities.

摘要

糖尿病相关认知功能障碍(DACD)是糖尿病的慢性并发症之一,严重影响患者的生活质量并加重家庭负担。尽管DACD的初始阶段可导致代谢改变或潜在的病理变化,但DACD难以准确诊断。此外,DACD分子机制的细节仍有些难以捉摸。为了解支撑DACD发生和发展的病理生理变化,我们对DACD相关的代谢改变进行了全面分析。首先在人类中研究与DACD相关的代谢改变,采用基于高效液相色谱联用四极杆飞行时间串联质谱和多变量统计分析的血浆代谢组学方法。在在线数据库中搜索每种感兴趣代谢物的相关途径。使用KEGGSOAP软件包建立网络图。采用受试者工作特征(ROC)分析评估代谢物的诊断准确性。这是首次使用综合策略鉴定出DACD可靠生物标志物的报告。所鉴定的生物标志物为DACD的病理生理变化和分子机制提供了新的见解。在2型糖尿病(T2DM)和DACD中发现了鞘脂代谢、胆汁酸代谢和尿酸代谢途径的紊乱。另一方面,差异表达的血浆代谢物为T2DM和DACD患者提供了独特的代谢特征。这些是用于疾病监测和个性化用药的潜在生物标志物,可作为现有临床方法的补充。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e58/4431856/ca2303b69e2b/pone.0126952.g001.jpg

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