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Predicting effects of structural stress in a genome-reduced model bacterial metabolism

机译:预测结构应力在基因组减少的模型细菌代谢中的作用

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摘要

Mycoplasma pneumoniae is a human pathogen recently proposed as a genome-reduced model for bacterial systems biology. Here, we study the response of its metabolic network to different forms of structural stress, including removal of individual and pairs of reactions and knockout of genes and clusters of co-expressed genes. Our results reveal a network architecture as robust as that of other model bacteria regarding multiple failures, although less robust against individual reaction inactivation. Interestingly, metabolite motifs associated to reactions can predict the propagation of inactivation cascades and damage amplification effects arising in double knockouts. We also detect a significant correlation between gene essentiality and damages produced by single gene knockouts, and find that genes controlling high-damage reactions tend to be expressed independently of each other, a functional switch mechanism that, simultaneously, acts as a genetic firewall to protect metabolism. Prediction of failure propagation is crucial for metabolic engineering or disease treatment.
机译:肺炎支原体是一种人类病原体,最近被提出作为细菌系统生物学的基因组减少模型。在这里,我们研究了其代谢网络对不同形式的结构应激的反应,包括去除个体和成对的反应以及基因和共表达基因簇的敲除。我们的结果表明,网络架构在多重失败方面与其他模型细菌一样强大,尽管在抵抗单个反应失活方面不那么强大。有趣的是,与反应相关的代谢物基序可以预测灭活级联的传播以及双敲除中产生的损伤放大效应。我们还检测到基因本质与单基因敲除所产生的损害之间的显着相关性,并且发现控制高损伤反应的基因趋于彼此独立表达,这是一种功能转换机制,同时可作为保护基因的防火墙代谢。故障传播的预测对于代谢工程或疾病治疗至关重要。

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