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肺炎支原体的大规模代谢组分析以及与基因组学和蛋白质组学数据的定量整合

Large-scale metabolome analysis and quantitative integration with genomics and proteomics data in Mycoplasma pneumoniae.

作者信息

Maier Tobias, Marcos Josep, Wodke Judith A H, Paetzold Bernhard, Liebeke Manuel, Gutiérrez-Gallego Ricardo, Serrano Luis

机构信息

EMBL/CRG Systems Biology Research Unit, Centre for Genomic Regulation (CRG), Dr Aiguader 88, 08003 Barcelona, Spain.

出版信息

Mol Biosyst. 2013 Jul;9(7):1743-55. doi: 10.1039/c3mb70113a. Epub 2013 Apr 19.

Abstract

Systems metabolomics, the identification and quantification of cellular metabolites and their integration with genomics and proteomics data, promises valuable functional insights into cellular biology. However, technical constraints, sample complexity issues and the lack of suitable complementary quantitative data sets prevented accomplishing such studies in the past. Here, we present an integrative metabolomics study of the genome-reduced bacterium Mycoplasma pneumoniae. We experimentally analysed its metabolome using a cross-platform approach. We explain intracellular metabolite homeostasis by quantitatively integrating our results with the cellular inventory of proteins, DNA and other macromolecules, as well as with available building blocks from the growth medium. We calculated in vivo catalytic parameters of glycolytic enzymes, making use of measured reaction velocities, as well as enzyme and metabolite pool sizes. A quantitative, inter-species comparison of absolute and relative metabolite abundances indicated that metabolic pathways are regulated as functional units, thereby simplifying adaptive responses. Our analysis demonstrates the potential for new scientific insight by integrating different types of large-scale experimental data from a single biological source.

摘要

系统代谢组学,即对细胞代谢物进行鉴定和定量,并将其与基因组学和蛋白质组学数据整合,有望为细胞生物学提供有价值的功能见解。然而,技术限制、样本复杂性问题以及缺乏合适的互补定量数据集,使得过去无法完成此类研究。在此,我们展示了对基因组简化的细菌肺炎支原体的综合代谢组学研究。我们使用跨平台方法对其代谢组进行了实验分析。通过将我们的结果与蛋白质、DNA和其他大分子的细胞清单以及生长培养基中的可用构件进行定量整合,我们解释了细胞内代谢物的稳态。我们利用测得的反应速度以及酶和代谢物库大小,计算了糖酵解酶的体内催化参数。对绝对和相对代谢物丰度进行的定量种间比较表明,代谢途径作为功能单元受到调控,从而简化了适应性反应。我们的分析证明了通过整合来自单一生物来源的不同类型大规模实验数据获得新科学见解的潜力。

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