Diego Tec-Campos , Cristal Zuñiga , Anurag Passi , John Del Toro , Juan D. Tibocha-Bonilla , Alejandro Zepeda , Michael J. Betenbaugh , Karsten Zengler
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引用次数: 15
摘要
固氮是微生物将分子氮转化为氨(NH3)等无机氮化合物的重要代谢过程。这些含氮化合物对生物地球化学循环和基本生物分子(即核酸、氨基酸和蛋白质)的合成至关重要。固氮杆菌是一种研究好氧固氮(重氮化)和产氢的细菌非光合模式生物。此外,重氮营养盐可以生产海藻酸盐和聚羟基丁酸盐(PHB)等生物聚合物,具有重要的工业应用。然而,许多代谢过程,如碳和氮代谢的分配,至今仍不清楚。基因组尺度代谢模型(m -模型)是在基因组尺度上揭示和优化代谢功能的可靠工具。m模型是包含有关基因、反应、代谢物及其关联的信息的数学表示。m -模型可以利用实验确定的约束条件模拟各种条件下的最优反应通量。在这里,我们报道了野生型细菌a . vinelandii DJ (iDT1278)的m模型的发展,该模型由2003种代谢物,2,469种反应和1,278个基因组成。我们利用高通量表型和生理数据验证了该模型,测试了180个碳源和95个氮源。iDT1278在碳源和氮源条件下的生长精度分别达到89%和91%。这种综合的m模型将有助于理解与固氮、铵同化和有机氮生产有关的代谢过程。
Modeling of nitrogen fixation and polymer production in the heterotrophic diazotroph Azotobacter vinelandii DJ
Nitrogen fixation is an important metabolic process carried out by microorganisms, which converts molecular nitrogen into inorganic nitrogenous compounds such as ammonia (NH3). These nitrogenous compounds are crucial for biogeochemical cycles and for the synthesis of essential biomolecules, i.e. nucleic acids, amino acids and proteins. Azotobacter vinelandii is a bacterial non-photosynthetic model organism to study aerobic nitrogen fixation (diazotrophy) and hydrogen production. Moreover, the diazotroph can produce biopolymers like alginate and polyhydroxybutyrate (PHB) that have important industrial applications. However, many metabolic processes such as partitioning of carbon and nitrogen metabolism in A. vinelandii remain unknown to date.
Genome-scale metabolic models (M-models) represent reliable tools to unravel and optimize metabolic functions at genome-scale. M-models are mathematical representations that contain information about genes, reactions, metabolites and their associations. M-models can simulate optimal reaction fluxes under a wide variety of conditions using experimentally determined constraints. Here we report on the development of a M-model of the wild type bacterium A. vinelandii DJ (iDT1278) which consists of 2,003 metabolites, 2,469 reactions, and 1,278 genes. We validated the model using high-throughput phenotypic and physiological data, testing 180 carbon sources and 95 nitrogen sources. iDT1278 was able to achieve an accuracy of 89% and 91% for growth with carbon sources and nitrogen source, respectively. This comprehensive M-model will help to comprehend metabolic processes associated with nitrogen fixation, ammonium assimilation, and production of organic nitrogen in an environmentally important microorganism.
期刊介绍:
Metabolic Engineering Communications, a companion title to Metabolic Engineering (MBE), is devoted to publishing original research in the areas of metabolic engineering, synthetic biology, computational biology and systems biology for problems related to metabolism and the engineering of metabolism for the production of fuels, chemicals, and pharmaceuticals. The journal will carry articles on the design, construction, and analysis of biological systems ranging from pathway components to biological complexes and genomes (including genomic, analytical and bioinformatics methods) in suitable host cells to allow them to produce novel compounds of industrial and medical interest. Demonstrations of regulatory designs and synthetic circuits that alter the performance of biochemical pathways and cellular processes will also be presented. Metabolic Engineering Communications complements MBE by publishing articles that are either shorter than those published in the full journal, or which describe key elements of larger metabolic engineering efforts.