Suppr超能文献

使用拉曼光谱在相互作用时间30分钟内鉴定万古霉素与粪肠球菌的相互作用。

Identification of vancomycin interaction with Enterococcus faecalis within 30 min of interaction time using Raman spectroscopy.

作者信息

Assmann Cora, Kirchhoff Johanna, Beleites Claudia, Hey Jessica, Kostudis Sophia, Pfister Wolfgang, Schlattmann Peter, Popp Jürgen, Neugebauer Ute

机构信息

Integrated Research and Treatment Center, Center for Sepsis Control and Care, Jena University Hospital, Erlanger Allee 101, 07747, Jena, Germany.

Leibniz Institute of Photonic Technology Jena, Albert-Einstein-Straße 9, 07745, Jena, Germany.

出版信息

Anal Bioanal Chem. 2015 Nov;407(27):8343-52. doi: 10.1007/s00216-015-8912-y. Epub 2015 Aug 1.

Abstract

Vancomycin is an important glycopeptide antibiotic which is used to treat serious infections caused by Gram-positive bacteria. However, during the last years, a tremendous rise in vancomycin resistances, especially among Enterococci, was reported, making fast diagnostic methods inevitable. In this contribution, we apply Raman spectroscopy to systematically characterize vancomycin-enterococci interactions over a time span of 90 min using a sensitive Enterococcus faecalis strain and two different vancomycin concentrations above the minimal inhibitory concentration (MIC). Successful action of the drug on the pathogen could be observed already after 30 min of interaction time. Characteristic spectral changes are visualized with the help of multivariate statistical analysis (linear discriminant analysis and partial least squares regressions). Those changes were employed to train a statistical model to predict vancomycin treatment based on the Raman spectra. The robustness of the model was tested using data recorded by an independent operator. Classification accuracies of >90 % were obtained for vancomycin concentrations in the lower range of a typical trough serum concentration recommended for most patients during appropriate vancomycin therapy. Characterization of drug-pathogen interactions by means of label-free spectroscopic methods, such as Raman spectroscopy, can provide the knowledge base for innovative and fast susceptibility tests which could speed up microbiological analysis as well as finding applications in novel antibiotic screenings assays. Graphical Abstract E. faecalis is incubated with vancomycin and characterized by means of Raman spectroscopy after different time points. Characteristic spectral changes reveal efficient vancomycin-enterococci-interaction.

摘要

万古霉素是一种重要的糖肽类抗生素,用于治疗由革兰氏阳性菌引起的严重感染。然而,在过去几年中,据报道万古霉素耐药性急剧上升,尤其是在肠球菌中,这使得快速诊断方法成为必然。在本论文中,我们应用拉曼光谱法,使用一株敏感的粪肠球菌菌株和两种高于最低抑菌浓度(MIC)的不同万古霉素浓度,在90分钟的时间跨度内系统地表征万古霉素与肠球菌的相互作用。相互作用30分钟后就可以观察到药物对病原体的成功作用。借助多元统计分析(线性判别分析和偏最小二乘回归)可视化特征光谱变化。利用这些变化训练一个统计模型,以基于拉曼光谱预测万古霉素治疗效果。使用独立操作员记录的数据测试该模型的稳健性。对于大多数患者在适当的万古霉素治疗期间推荐的典型谷浓度较低范围内的万古霉素浓度,分类准确率>90%。通过无标记光谱方法(如拉曼光谱)表征药物-病原体相互作用,可以为创新和快速的药敏试验提供知识库,这可以加快微生物分析,并在新型抗生素筛选试验中找到应用。图形摘要:粪肠球菌与万古霉素孵育,并在不同时间点通过拉曼光谱进行表征。特征光谱变化揭示了有效的万古霉素-肠球菌相互作用。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验