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Analysis of the Differences in Metabolic Network Expansion between Prokaryotes and Eukaryotes

机译:原核生物和真核生物代谢网络扩张差异分析

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Recent evidence points to the existence of scale-free properties in many biological networks. By topological analysis, several models including preferential attachment and hierarchical modules have been proposed to explain how these networks are organized. On the other hand, analyses using dynamics have suggested that gene expression and metabolic networks have been organized with the scale-free property by the other models such as "rich-travel-more" and "log-normal dynamics." Because most of these approaches are based on comparative genomics of extant species, and did not consider evolutionary events such as horizontal gene transfer, gene loss and gene gain, we have analyzed transition of metabolic networks from the vertical point of view of evolution. First, to identify metabolic networks of common ancestors, we applied a parsimony algorithm for the enzymatic reaction set. Then by comparing the estimated metabolic networks among common ancestors, we investigated the transition of metabolic networks along the evolutionary process. As a result, we estimated enzymatic reaction contents of 227 common ancestors from 228 extant species, and found that links of several specific metabolites have frequently changed during the course of evolution.
机译:最近的证据指出了许多生物网络中无规模特性的存在。通过拓扑分析,已经提出了几种包括优先附着和分层模块的模型来解释这些网络是如何组织的。另一方面,使用动态的分析表明,由其他模型(如“丰富旅行 - 更多”和“Log-Normal Dynamics)”,这些模型已经组织了基因表达和代谢网络。由于这些方法中的大多数是基于现存物种的比较基因组学,并且没有考虑水平基因转移,基因丧失和基因增益等进化事件,我们已经分析了从进化垂直角度的代谢网络的转变。首先,为了识别共同祖先的代谢网络,我们应用了酶反应集的分析算法。然后通过比较普通祖先之间的估计代谢网络,我们调查了代谢网络沿着进化过程的转变。结果,我们估计了227个常见祖先的酶反应含量,从228种外部物种中发现,在进化过程中,几种特异性代谢物的链接经常发生变化。

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