Identification of Plasma Inositol and Indoxyl Sulfate as Novel Biomarker Candidates for Atherosclerosis in Patients with Type 2 Diabetes. -Findings from Metabolome Analysis Using GC/MS-

被引:14
|
作者
Omori, Kazuo [1 ]
Katakami, Naoto [1 ,2 ]
Arakawa, Shoya [3 ]
Yamamoto, Yuichi [1 ]
Ninomiya, Hiroyo [1 ]
Takahara, Mitsuyoshi [1 ,4 ]
Matsuoka, Taka-aki [1 ]
Tsugawa, Hiroshi [5 ]
Furuno, Masahiro [3 ]
Bamba, Takeshi [6 ]
Fukusaki, Eiichiro [3 ]
Shimomura, Iichiro [1 ]
机构
[1] Osaka Univ, Dept Metab Med, Grad Sch Med, 2-2 Yamadaoka, Suita, Osaka 5650871, Japan
[2] Osaka Univ, Dept Metab & Atherosclerosis, Grad Sch Med, Osaka, Japan
[3] Osaka Univ, Grad Sch Engn, Dept Biotechnol, Lab Bioresource Engn, Osaka, Japan
[4] Osaka Univ, Grad Sch Med, Dept Diabet Care Med, Osaka, Japan
[5] RIKEN, Ctr Sustainable Resource Sci, Yokohama, Kanagawa, Japan
[6] Kyushu Univ, Med Inst Bioregulat, Div Metabol, Fukuoka, Japan
关键词
Metabolomics; Coronary artery disease; Intima-media thickness (IMT); Flow-mediated dilation (FMD); Diabetes; INTIMA-MEDIA THICKNESS; CARDIOVASCULAR-DISEASE; RISK ENGINE; ARTERY; PREDICTION; CHROMATOGRAPHY; PERFORMANCE; EVENTS;
D O I
10.5551/jat.52506
中图分类号
R6 [外科学];
学科分类号
1002 ; 100210 ;
摘要
Aim: An identification of the high-risk group of atherosclerotic cardiovascular disease (CVD) is important in the management of patients with diabetes. Metabolomics is a potential tool for the discovery of new biomarkers. With this background, we aimed to identify metabolites associated with atherosclerosis in patients with type 2 diabetes mellitus (T2DM). Methods: A total of 176 patients with T2DM who have never had a CVD event and 40 who were survivors of coronary artery disease (CAD) events were enrolled. Non-targeted metabolome analysis of fasting plasma samples was performed using gas chromatography coupled with mass spectrometry (GC/MS) highly optimized for multiple measurement of blood samples. First, metabolites were screened by analyzing the association with the established markers of subclinical atherosclerosis (i.e., carotid maximal intima-media thickness (max-IMT) and flow-mediated vasodilation (FMD)) in the non-CVD subjects. Then, the associations between the metabolites detected and the history of CAD were investigated. Result: A total of 65 annotated metabolites were detected. Non-parametric univariate analysis identified inositol and indoxyl sulfate as significantly (p<0.05) associated with both max-IMT and FMD. These metabolites were also significantly associated with CAD. Moreover, inositol remained to be associated with CAD even after adjustments for traditional coronary risk factors. Conclusions: We identified novel biomarker candidates for atherosclerosis in Japanese patients with T2DM using GC/MS-based non-targeted metabolomics.
引用
收藏
页码:1053 / 1067
页数:15
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