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从蛋白质组学和必需性数据推断活跃的代谢途径。

Inferring Active Metabolic Pathways from Proteomics and Essentiality Data.

机构信息

Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Spain.

Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; ICREA, Pg. Lluis Companys 23, 08010 Barcelona, Spain.

出版信息

Cell Rep. 2020 Jun 2;31(9):107722. doi: 10.1016/j.celrep.2020.107722.

Abstract

Here, we propose an approach to identify active metabolic pathways by integrating gene essentiality analysis and protein abundance. We use two bacterial species (Mycoplasma pneumoniae and Mycoplasma agalactiae) that share a high gene content similarity yet show significant metabolic differences. First, we build detailed metabolic maps of their carbon metabolism, the most striking difference being the absence of two key enzymes for glucose metabolism in M. agalactiae. We then determine carbon sources that allow growth in M. agalactiae, and we introduce glucose-dependent growth to show the functionality of its remaining glycolytic enzymes. By analyzing gene essentiality and performing quantitative proteomics, we can predict the active metabolic pathways connected to carbon metabolism and show significant differences in use and direction of key pathways despite sharing the large majority of genes. Gene essentiality combined with quantitative proteomics and metabolic maps can be used to determine activity and directionality of metabolic pathways.

摘要

在这里,我们提出了一种通过整合基因必需性分析和蛋白质丰度来鉴定活性代谢途径的方法。我们使用两种具有高度基因内容相似性但表现出显著代谢差异的细菌物种(肺炎支原体和无乳链球菌)。首先,我们构建了它们碳代谢的详细代谢图谱,最显著的差异是无乳链球菌中缺乏两种葡萄糖代谢的关键酶。然后,我们确定了允许无乳链球菌生长的碳源,并引入葡萄糖依赖性生长以显示其剩余糖酵解酶的功能。通过分析基因必需性并进行定量蛋白质组学分析,我们可以预测与碳代谢相关的活性代谢途径,并显示尽管共享绝大多数基因,但关键途径的使用和方向仍存在显著差异。基因必需性结合定量蛋白质组学和代谢图谱可用于确定代谢途径的活性和方向性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0772/7273199/5730b4756469/fx1.jpg

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