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凝视虚空:揭开微生物代谢组学的神秘面纱。

Staring into the void: demystifying microbial metabolomics.

机构信息

Department of Pharmaceutical Sciences, University of Ilinois at Chicago, 833 S Wood St, Chicago, IL 60612, USA.

出版信息

FEMS Microbiol Lett. 2019 Jun 1;366(11). doi: 10.1093/femsle/fnz135.

Abstract

Metabolites give us a window into the chemistry of microbes and are split into two subclasses: primary and secondary. Primary metabolites are required for life whereas secondary metabolites have historically been classified as those appearing after exponential growth and are not necessarily needed for survival. Many microbial species are estimated to produce hundreds of metabolites and can be affected by differing nutrients. Using various analytical techniques, metabolites can be directly detected in order to elucidate their biological significance. Currently, a single experiment can produce anywhere from megabytes to terabytes of data. This big data has motivated scientists to develop informatics tools to help target specific metabolites or sets of metabolites. Broadly, it is imperative to identify clear biological questions before embarking on a study of metabolites (metabolomics). For instance, studying the effect of a transposon insertion on phenazine biosynthesis in Pseudomonas is a very different from asking what molecules are present in a specific banana-derived strain of Pseudomonas. This review is meant to serve as a primer for a 'choose your own adventure' approach for microbiologists with limited mass spectrometry expertise, with a strong focus on liquid chromatography mass spectrometry based workflows developed or optimized within the past five years.

摘要

代谢物为我们提供了了解微生物化学的窗口,可分为两类:初级代谢物和次级代谢物。初级代谢物是生命所必需的,而次级代谢物通常被归类为在指数增长后出现的物质,并非生存所必需。许多微生物物种估计能产生数百种代谢物,并且会受到不同营养物质的影响。通过使用各种分析技术,可以直接检测代谢物,以阐明其生物学意义。目前,单个实验可以产生从兆字节到太字节的数据。这种大数据促使科学家开发信息学工具来帮助靶向特定的代谢物或代谢物组。通常情况下,在进行代谢组学研究之前,必须明确清晰的生物学问题(metabolomics)。例如,研究转座子插入对假单胞菌中吩嗪生物合成的影响,与研究特定的香蕉来源假单胞菌中存在哪些分子是截然不同的。本文旨在为具有有限质谱专业知识的微生物学家提供一个“自行选择冒险”的方法,重点是过去五年内开发或优化的基于液相色谱质谱的工作流程。

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