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In Silico Modeling of C1 Metabolism

机译:C1代谢的计算机模拟

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An integrative computational, in silico, model of C1 metabolism is developed from molecular pathway systems identified from a recent, comprehensive systematic bioinformatics review of C1 metabolism. C1 metabolism is essential for all organisms to provide one-carbon units for methylation and other types of modifications, as well as for nucleic acid, amino acid, and other biomolecule syntheses. C1 metabolism consists of three important molecular pathway systems: 1) methionine biosynthesis, 2) methylation cycle, and 3) formaldehyde detoxification. Each of the three molecular pathway systems is individually modeled using the CytoSolve?? Collaboratory?, a proven and scalable computational systems biology platform for in silico modeling of complex molecular pathway systems. The individual models predict the temporal behavior of formaldehyde, formate, sarcosine, glutathione (GSH), and many other key biomolecules involved in C1 metabolism, which may be hard to measure experimentally. The individual models are then coupled and integrated dynamically using CytoSolve to produce, to the authors’ knowledge, the first comprehensive computational model of C1 metabolism. In silico modeling of the individual and integrated C1 metabolism models enables the identification of the most sensitive parameters involved in the detoxification of formaldehyde. This integrative model of C1 metabolism, giving its systems-based nature, can likely serve as a platform for: 1) generalized research and study of C1 metabolism, 2) hypothesis generation that motivates focused and specific in vitro and in vivo testing in perhaps a more efficient manner, 3) expanding a systems biology understanding of plant bio-molecular systems by integrating other known molecular pathway systems associated with C1 metabolism, and 4) exploring and testing the potential effects of exogenous inputs on the C1 metabolism system.
机译:从最近对C1代谢进行的全面,系统的生物信息学综述中鉴定出的分子途径系统,开发了一种计算机模拟的C1代谢综合模型。 C1代谢对于所有生物体提供一碳单元进行甲基化和其他类型的修饰,以及核酸,氨基酸和其他生物分子合成至关重要。 C1代谢由三个重要的分子途径系统组成:1)蛋氨酸的生物合成,2)甲基化循环和3)甲醛解毒。三种分子途径系统中的每一个都使用CytoSolve ?? Collaboratory?是一种经过验证的可扩展计算系统生物学平台,用于复杂分子途径系统的计算机模拟。各个模型预测甲醛,甲酸盐,肌氨酸,谷胱甘肽(GSH)以及许多其他C1代谢所涉及的关键生物分子的时间行为,这可能很难通过实验进行测量。然后使用CytoSolve对各个模型进行动态耦合和集成,以产生作者已知的第一个C1代谢综合计算模型。在计算机模拟中,对单个和集成的C1代谢模型进行建模可以识别与甲醛解毒有关的最敏感参数。这种C1代谢的综合模型具有系统性,可以为以下方面提供平台:1)C1代谢的广义研究和研究; 2)假说的产生,可能激发重点和特异性的体外和体内测试。更有效的方式; 3)通过整合与C1代谢相关的其他已知分子途径系统,扩大对植物生物分子系统的系统生物学理解,以及4)探索和测试外源输入对C1代谢系统的潜在影响。

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