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代谢模型和基因必需性数据揭示了原核生物中必需且保守的代谢途径。

Metabolic models and gene essentiality data reveal essential and conserved metabolism in prokaryotes.

机构信息

Department of Biological Engineering, University of Minho, Campus de Gualtar, Braga, Portugal.

European Molecular Biology Laboratory, Heidelberg, Germany.

出版信息

PLoS Comput Biol. 2018 Nov 16;14(11):e1006556. doi: 10.1371/journal.pcbi.1006556. eCollection 2018 Nov.

Abstract

Essential metabolic reactions are shaping constituents of metabolic networks, enabling viable and distinct phenotypes across diverse life forms. Here we analyse and compare modelling predictions of essential metabolic functions with experimental data and thereby identify core metabolic pathways in prokaryotes. Simulations of 15 manually curated genome-scale metabolic models were integrated with 36 large-scale gene essentiality datasets encompassing a wide variety of species of bacteria and archaea. Conservation of metabolic genes was estimated by analysing 79 representative genomes from all the branches of the prokaryotic tree of life. We find that essentiality patterns reflect phylogenetic relations both for modelling and experimental data, which correlate highly at the pathway level. Genes that are essential for several species tend to be highly conserved as opposed to non-essential genes which may be conserved or not. The tRNA-charging module is highlighted as ancestral and with high centrality in the networks, followed closely by cofactor metabolism, pointing to an early information processing system supplied by organic cofactors. The results, which point to model improvements and also indicate faults in the experimental data, should be relevant to the study of centrality in metabolic networks and ancient metabolism but also to metabolic engineering with prokaryotes.

摘要

基本代谢反应塑造代谢网络的组成部分,使不同生命形式具有可行且独特的表型。在这里,我们分析和比较了对必需代谢功能的建模预测与实验数据,从而确定了原核生物中的核心代谢途径。对 15 个经过手动编辑的基因组规模代谢模型的模拟与涵盖了广泛种类的细菌和古菌的 36 个大规模基因必需性数据集进行了整合。通过分析所有原核生物树的分支中的 79 个代表性基因组,估计了代谢基因的保守性。我们发现,必需性模式反映了建模和实验数据的系统发育关系,在途径水平上高度相关。对于多个物种来说必需的基因往往高度保守,而非必需的基因可能保守也可能不保守。tRNA 加载模块作为原始模块且在网络中具有很高的中心性,紧随其后的是辅因子代谢,这表明存在由有机辅因子提供的早期信息处理系统。这些结果不仅指向了模型改进,也指出了实验数据中的错误,它们应该与代谢网络和古代代谢的中心性研究以及原核生物的代谢工程有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39fe/6283598/1f41cec713aa/pcbi.1006556.g001.jpg

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