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基于 LC-QTOF-MS 的糖尿病患者血浆中同型半胱氨酸代谢途径相关代谢产物分析。

Profiling of Homocysteine Metabolic Pathway Related Metabolites in Plasma of Diabetic Mellitus Based on LC-QTOF-MS.

机构信息

Department of Regenerative Medicine, School of Medicine, Tongji University, 1239 Siping Road, Shanghai 200092, China.

International Joint Research Center for Medical Metabolomics, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha 410008, China.

出版信息

Molecules. 2023 Jan 9;28(2):656. doi: 10.3390/molecules28020656.

Abstract

Background: Homocysteine (Hcy) has been found to be closely related to the occurrence of diabetes mellitus (DM) and is considered as one of the risk factors of DM. However, Hcy alone is not enough as a factor to predict DM, and our study analyzed and determined the relationship between the main metabolites involved in the Hcy metabolic pathway and DM. Methods: A total of 48 clinical samples were collected, including 18 health control samples and 30 DM samples. All standards and samples were detected by LC-QTOF-MS. Multivariate statistical analysis and k-means cluster analysis were performed to screen and confirm the metabolites significantly correlated with DM. Results: A total of 13 metabolites of the Hcy metabolic pathway were detected in the samples. The content of Hcy, cysteine, taurine, pyridoxamine, methionine, and choline were significantly increased in the DM group (p < 0.05). Hcy, choline, cystathionine, methionine, and taurine contributed significantly to the probabilistic principal component analysis (PPCA) model. The odds ratios (OR) of Hcy, cysteine, taurine, methionine, and choline were all greater than one. K-means cluster analysis showed that the Hcy, taurine, methionine, and choline were significantly correlated with the distribution of glucose values (divided into four levels: 10.5−11.7 mmol/L, 7.7−9.7 mmol/L, 6.0−6.9 mmol/L, and 5.0−5.9 mmol/L, respectively). Conclusion: Hcy, taurine, methionine, and choline can be used as risk factors for diabetes diagnosis and are expected to be used for the assessment of diabetes severity.

摘要

背景

同型半胱氨酸(Hcy)与糖尿病(DM)的发生密切相关,被认为是 DM 的危险因素之一。但 Hcy 本身作为预测 DM 的危险因素还不够充分,本研究分析并确定了 Hcy 代谢途径中主要代谢物与 DM 的关系。

方法

共采集 48 例临床样本,包括 18 例健康对照样本和 30 例 DM 样本。所有标准品和样本均通过 LC-QTOF-MS 进行检测。采用多元统计分析和 k-means 聚类分析对与 DM 显著相关的代谢物进行筛选和确认。

结果

在样本中检测到 13 种 Hcy 代谢途径的代谢物。DM 组 Hcy、半胱氨酸、牛磺酸、吡哆醛、蛋氨酸和胆碱的含量明显升高(p<0.05)。Hcy、胆碱、胱硫醚、蛋氨酸和牛磺酸对概率主成分分析(PPCA)模型有显著贡献。Hcy、半胱氨酸、牛磺酸、蛋氨酸和胆碱的比值比(OR)均大于 1。k-means 聚类分析显示,Hcy、牛磺酸、蛋氨酸和胆碱与血糖值的分布显著相关(分为 4 个水平:分别为 10.5-11.7mmol/L、7.7-9.7mmol/L、6.0-6.9mmol/L 和 5.0-5.9mmol/L)。

结论

Hcy、牛磺酸、蛋氨酸和胆碱可作为糖尿病诊断的危险因素,有望用于评估糖尿病的严重程度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f82/9861464/7a11f186e99d/molecules-28-00656-g001.jpg

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