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Boolean Models of Biosurfactants Production in Pseudomonas fluorescens

机译:荧光假单胞菌生产生物表面活性剂的布尔模型

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摘要

Cyclolipopeptides (CLPs) are biosurfactants produced by numerous Pseudomonas fluorescens strains. CLP production is known to be regulated at least by the GacA/GacS two-component pathway, but the full regulatory network is yet largely unknown. In the clinical strain MFN1032, CLP production is abolished by a mutation in the phospholipase C gene () and not restored by complementation. Their production is also subject to phenotypic variation. We used a modelling approach with Boolean networks, which takes into account all these observations concerning CLP production without any assumption on the topology of the considered network. Intensive computation yielded numerous models that satisfy these properties. All models minimizing the number of components point to a bistability in CLP production, which requires the presence of a yet unknown key self-inducible regulator. Furthermore, all suggest that a set of yet unexplained phenotypic variants might also be due to this epigenetic switch. The simplest of these Boolean networks was used to propose a biological regulatory network for CLP production. This modelling approach has allowed a possible regulation to be unravelled and an unusual behaviour of CLP production in P. fluorescens to be explained.
机译:脂环肽(CLP)是由许多荧光假单胞菌菌株产生的生物表面活性剂。已知CLP的生产至少受GacA / GacS两组分途径的调控,但是完整的调控网络仍然未知。在临床菌株MFN1032中,磷脂酶C基因()的突变消除了CLP的产生,而互补作用则无法恢复。它们的产生也受到表型变异的影响。我们使用了布尔网络的建模方法,该方法考虑了所有与CLP生产有关的观察结果,而不考虑所考虑网络的拓扑。密集计算得出了满足这些特性的众多模型。所有将组件数量减至最少的模型都表明CLP生产具有双稳性,这需要存在一个未知的关键自感应调节器。此外,所有这些都表明,一组尚未解释的表型变异可能也归因于这种表观遗传转换。这些布尔网络中最简单的布尔网络用于提出CLP生产的生物监管网络。这种建模方法可以揭示可能的法规,并可以解释荧光假单胞菌中CLP产生的异常行为。

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