National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, PR China; Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, PR China.
National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, PR China.
Clin Chim Acta. 2024 Apr 15;557:117859. doi: 10.1016/j.cca.2024.117859. Epub 2024 Mar 20.
This study assessed the alternations of kynurenine pathway (KP) and neopterin in type 2 diabetes mellitus (T2DM) and explored possible differential metabolites.
A fresh residual sera panel was collected from 80 healthy control (HC) individuals and 72 T2DM patients. Metabolites/ratios of interest including tryptophan (TRP), kynurenine (KYN), 5-hydroxytryptamine (5HT), kynurenic acid (KA), xanthurenic acid (XA), neopterin (NEO), KA/KYN ratio and KYN/TRP ratio were determined using a targeted liquid chromatography-tandem mass spectrometry (LC-MS/MS) metabolomics approach, and the difference between groups was assessed. Supervised orthogonal partial least squares-discriminant analysis and differential metabolite screening with fold change (FC) were performed to identify distinct biomarkers. The diagnostic performance of KP metabolites in T2DM was evaluated.
Significant decreases of TRP, 5HT, KA, XA, and KA/KYN and increases of KYN/TRP and NEO in T2DM compared to HC group were observed (P < 0.05). The KP metabolites panel significantly changed between T2DM and HC groups (Q: 0.925, P < 0.005). 5HT (FC: 0.63, P < 0.01) and NEO (FC: 3.27, P < 0.01) were proven to be distinct differential metabolites. A combined testing of fasting plasma glucose and KYN/TRP showed good value in the prediction of T2DM (AUC: 0.904, 95% CI 0.843-0.947).
The targeted LC-MS/MS metabolomics study is a powerful tool for evaluating the status of T2DM. This study facilitated the application of KP metabolomics into future clinical practice. 5HT and NEO are promising biomarkers in T2DM. KYN/TRP was highly associated with the development of T2DM and may serve as a potential treatment target.
本研究评估了犬尿氨酸途径(KP)和新蝶呤在 2 型糖尿病(T2DM)中的变化,并探讨了可能的差异代谢物。
从 80 名健康对照(HC)个体和 72 名 T2DM 患者中采集新鲜的剩余血清样本。使用靶向液相色谱-串联质谱(LC-MS/MS)代谢组学方法测定感兴趣的代谢物/比值,包括色氨酸(TRP)、犬尿氨酸(KYN)、5-羟色胺(5HT)、犬尿喹啉酸(KA)、黄尿酸(XA)、新蝶呤(NEO)、KA/KYN 比值和 KYN/TRP 比值,并评估组间差异。进行正交偏最小二乘判别分析(OPLS-DA)和差异代谢物筛选(FC),以鉴定有区别的生物标志物。评估 KP 代谢物在 T2DM 中的诊断性能。
与 HC 组相比,T2DM 组中 TRP、5HT、KA、XA 和 KA/KYN 显著降低,而 KYN/TRP 和 NEO 显著升高(P<0.05)。T2DM 和 HC 组之间的 KP 代谢物谱明显改变(Q:0.925,P<0.005)。5HT(FC:0.63,P<0.01)和 NEO(FC:3.27,P<0.01)被证明是有区别的差异代谢物。空腹血糖和 KYN/TRP 的联合检测在 T2DM 的预测中具有良好的价值(AUC:0.904,95%CI 0.843-0.947)。
靶向 LC-MS/MS 代谢组学研究是评估 T2DM 状态的有力工具。本研究促进了 KP 代谢组学在未来临床实践中的应用。5HT 和 NEO 是 T2DM 有前途的生物标志物。KYN/TRP 与 T2DM 的发生高度相关,可能成为潜在的治疗靶点。