Department of Metabolic Medicine, Osaka University Graduate School of Medicine.
Department of Metabolism and Atherosclerosis, Osaka University Graduate School of Medicine.
J Atheroscler Thromb. 2020 Oct 1;27(10):1053-1067. doi: 10.5551/jat.52506. Epub 2020 Jan 25.
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).
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.
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.
We identified novel biomarker candidates for atherosclerosis in Japanese patients with T2DM using GC/MS-based non-targeted metabolomics.
在糖尿病患者的管理中,确定动脉粥样硬化性心血管疾病(CVD)的高危人群非常重要。代谢组学是发现新生物标志物的潜在工具。在此背景下,我们旨在确定 2 型糖尿病(T2DM)患者与动脉粥样硬化相关的代谢物。
共纳入 176 例从未发生过 CVD 事件的 T2DM 患者和 40 例冠心病(CAD)事件幸存者。使用气相色谱-质谱联用(GC/MS)对空腹血浆样本进行非靶向代谢组学分析,该方法经过高度优化,可用于多次测量血样。首先,通过分析与非 CVD 患者亚临床动脉粥样硬化(即颈动脉最大内膜中层厚度(max-IMT)和血流介导的血管扩张(FMD))的既定标志物的关联,筛选代谢物。然后,研究了检测到的代谢物与 CAD 病史之间的关系。
共检测到 65 种注释代谢物。非参数单变量分析确定肌醇和吲哚硫酸与 max-IMT 和 FMD 均显著相关(p<0.05)。这些代谢物也与 CAD 显著相关。此外,即使在调整了传统的冠心病危险因素后,肌醇仍与 CAD 相关。
我们使用基于 GC/MS 的非靶向代谢组学技术,在日本 T2DM 患者中确定了动脉粥样硬化的新型生物标志物候选物。