Halomonas elongata 153B 的基因组尺度代谢模型解释了低盐环境中多羟基烷酸和外辛的生物合成。

IF 3.2 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Biotechnology Journal Pub Date : 2024-10-09 DOI:10.1002/biot.202400267
Blaise Manga Enuh, Pınar Aytar Çelik, Claudio Angione
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引用次数: 0

摘要

哈洛单胞菌(Halomonas elongata)在高盐环境中茁壮成长,可产生聚羟基烷酸(PHA)和渗透保护剂(如外氨酸)。尽管它具有重要的生物技术价值,但其新陈代谢动态的一些方面仍然难以捉摸。在此,我们构建并验证了 H. elongata 153B 的基因组尺度代谢网络模型。然后,我们利用统计方法和基于影子价格的管道研究了最佳生长、外氨酸和 PHA 生物合成过程中的通量分布动态。最后,我们利用优化算法发现了提高 PHA 产量的新工程目标。由此产生的模型(iEB1239)包括 1534 个代谢物、2314 个反应和 1239 个基因。iEB1239 可以重现多种碳源的生长情况,并预测以前未报道过的碳源的生长情况。它还能再现与 Oad 和 Ppc 基因在异辛碱生物合成中的功能有关的生化表型。在最佳外辛和 PHA 生物合成过程中进行的通量分布分析表明,通过氧化磷酸化产生的能量减少了。此外,我们的分析还揭示了多种多样的新陈代谢变化,这些变化不仅仅是通量变化,还包括辛碱和 PHA 合成前体生产的增加。最重要的是,这些发现捕捉到了与适应高盐环境有关的其他代谢变化。除了 PhaC 外,我们还发现了糖酵解和脂肪酸代谢途径中的瓶颈,PhaC 在过表达时可提高 PHA 产量。总之,我们的研究平台展示了基因组尺度代谢模型与统计方法相结合的潜力,有助于深入了解 H. elongata 的新陈代谢。我们的平台可用于研究环境适应性,以及设计和优化生物产品合成的代谢工程策略。
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Genome-Scale Metabolic Modeling of Halomonas elongata 153B Explains Polyhydroxyalkanoate and Ectoine Biosynthesis in Hypersaline Environments

Halomonas elongata thrives in hypersaline environments producing polyhydroxyalkanoates (PHAs) and osmoprotectants such as ectoine. Despite its biotechnological importance, several aspects of the dynamics of its metabolism remain elusive. Here, we construct and validate a genome-scale metabolic network model for H. elongata 153B. Then, we investigate the flux distribution dynamics during optimal growth, ectoine, and PHA biosynthesis using statistical methods, and a pipeline based on shadow prices. Lastly, we use optimization algorithms to uncover novel engineering targets to increase PHA production. The resulting model (iEB1239) includes 1534 metabolites, 2314 reactions, and 1239 genes. iEB1239 can reproduce growth on several carbon sources and predict growth on previously unreported ones. It also reproduces biochemical phenotypes related to Oad and Ppc gene functions in ectoine biosynthesis. A flux distribution analysis during optimal ectoine and PHA biosynthesis shows decreased energy production through oxidative phosphorylation. Furthermore, our analysis unveils a diverse spectrum of metabolic alterations that extend beyond mere flux changes to encompass heightened precursor production for ectoine and PHA synthesis. Crucially, these findings capture other metabolic changes linked to adaptation in hypersaline environments. Bottlenecks in the glycolysis and fatty acid metabolism pathways are identified, in addition to PhaC, which has been shown to increase PHA production when overexpressed. Overall, our pipeline demonstrates the potential of genome-scale metabolic models in combination with statistical approaches to obtain insights into the metabolism of H. elongata. Our platform can be exploited for researching environmental adaptation, and for designing and optimizing metabolic engineering strategies for bioproduct synthesis.

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来源期刊
Biotechnology Journal
Biotechnology Journal Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
8.90
自引率
2.10%
发文量
123
审稿时长
1.5 months
期刊介绍: Biotechnology Journal (2019 Journal Citation Reports: 3.543) is fully comprehensive in its scope and publishes strictly peer-reviewed papers covering novel aspects and methods in all areas of biotechnology. Some issues are devoted to a special topic, providing the latest information on the most crucial areas of research and technological advances. In addition to these special issues, the journal welcomes unsolicited submissions for primary research articles, such as Research Articles, Rapid Communications and Biotech Methods. BTJ also welcomes proposals of Review Articles - please send in a brief outline of the article and the senior author''s CV to the editorial office. BTJ promotes a special emphasis on: Systems Biotechnology Synthetic Biology and Metabolic Engineering Nanobiotechnology and Biomaterials Tissue engineering, Regenerative Medicine and Stem cells Gene Editing, Gene therapy and Immunotherapy Omics technologies Industrial Biotechnology, Biopharmaceuticals and Biocatalysis Bioprocess engineering and Downstream processing Plant Biotechnology Biosafety, Biotech Ethics, Science Communication Methods and Advances.
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