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基于质谱定量分析和层次聚类对未知微生物进行分型。

Typing of unknown microorganisms based on quantitative analysis of fatty acids by mass spectrometry and hierarchical clustering.

机构信息

Key Laboratory of Pesticides and Chemical Biology, Ministry of Education, College of Chemistry, Central China Normal University, Wuhan, Hubei 430079, PR China.

出版信息

Anal Chim Acta. 2011 Jan 17;684(1-2):112-20. doi: 10.1016/j.aca.2010.10.047. Epub 2010 Nov 5.

Abstract

Rapid identification of unknown microorganisms of clinical and agricultural importance is not only critical for accurate diagnosis of infections but also essential for appropriate and prompt treatment. We describe here a rapid method for microorganisms typing based on quantitative analysis of fatty acids by iFAT approach (Isotope-coded Fatty Acid Transmethylation). In this work, lyophilized cell lysates were directly mixed with 0.5M NaOH solution in d3-methanol and n-hexane. After 1 min of ultrasonication, the top n-hexane layer was combined with a mixture of standard d0-methanol derived fatty acid methylesters with known concentration. Measurement of intensity ratios of d3/d0 labeled fragment ion and molecular ion pairs at the corresponding target fatty acids provides a quantitative basis for hierarchical clustering. In the resultant dendrogram, the Euclidean distance between unknown species and known species quantitatively reveals their differences or shared similarities in fatty acid related pathways. It is of particular interest to apply this method for typing fungal species because fungi has distinguished lipid biosynthetic pathways that have been targeted for lots of drugs or fungicides compared with bacteria and animals. The proposed method has no dependence on the availability of genome or proteome databases. Therefore, it is can be applicable for a broad range of unknown microorganisms or mutant species.

摘要

快速鉴定临床和农业重要的未知微生物,不仅对感染的准确诊断至关重要,而且对适当和及时的治疗也至关重要。我们在这里描述了一种基于 iFAT 方法(Isotope-coded Fatty Acid Transmethylation)对脂肪酸进行定量分析的微生物分型快速方法。在这项工作中,冻干细胞裂解物直接与 0.5M NaOH 溶液在 d3-甲醇和正己烷中混合。超声处理 1 分钟后,正己烷上层与已知浓度的标准 d0-甲醇衍生脂肪酸甲酯混合物混合。在相应目标脂肪酸上测量 d3/d0 标记片段离子和分子离子对的强度比为层次聚类提供了定量基础。在生成的聚类树中,未知物种与已知物种之间的欧几里得距离定量地揭示了它们在脂肪酸相关途径中的差异或共同相似性。该方法特别适用于真菌物种的分型,因为与细菌和动物相比,真菌具有独特的脂质生物合成途径,这些途径已成为许多药物或杀真菌剂的靶点。该方法不依赖于基因组或蛋白质组数据库的可用性。因此,它可以适用于广泛的未知微生物或突变体物种。

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