解决假单胞菌基因组规模的设计权衡问题,实现芳香碳源的生物转化。

IF 3.5 2区 生物学 Q1 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Deepanwita Banerjee, Javier Menasalvas, Yan Chen, Jennifer W Gin, Edward E K Baidoo, Christopher J Petzold, Thomas Eng, Aindrila Mukhopadhyay
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引用次数: 0

摘要

基因组尺度代谢模型(GSMM)通常用于识别导致生长耦合和配对产物形成与底物利用的基因缺失集,并且可以提高菌株性能,超出传统菌株工程方法通常可达到的水平。然而,可持续原料带来了挑战,因为非规范碳源的高分辨率代谢数据不完整,需要策划GSMM和确定可实施的设计。在这里,我们解决了在恶臭假单胞菌KT2440菌株中木质素衍生的非糖碳源对香豆酸(p-CA)的四基因缺失设计,这被证明是具有挑战性的实现。我们研究了对香豆酸酯到谷氨酰胺的完全实现设计的性能,谷氨酰胺是一种有用的生物制造中间体。在本研究中,谷氨酰胺被转化为靛蓝素,这是一种可替代的可持续色素和一种通常用于比色法定量谷氨酰胺浓度的模型异源产物。通过蛋白质组学、启动子变异和一个完全实现的基因缺失设计的生长特征,我们提供了证据,证明在完成的设计中,芳香分解代谢受到柠檬酸循环中富马酸酶水合酶(FUM)酶活性的限制,需要仔细优化另一个富马酸水合酶蛋白(PP_0897)的表达来实现生长和生产。双敏感性分析也证实了对生长偶联设计中所有基因的菌株的富马酸水合酶活性的严格要求。代谢交叉饲养实验用于检查完全去除富马酸酶水合酶反应的影响,并揭示了意想不到的营养需求,表明该酶具有其他功能。虽然实现了设计的完整实现,但本研究强调了完全灭活由特征不足的蛋白质编码的代谢反应的挑战,特别是在多基因编辑的背景下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Addressing genome scale design tradeoffs in Pseudomonas putida for bioconversion of an aromatic carbon source.

Genome-scale metabolic models (GSMM) are commonly used to identify gene deletion sets that result in growth coupling and pairing product formation with substrate utilization and can improve strain performance beyond levels typically accessible using traditional strain engineering approaches. However, sustainable feedstocks pose a challenge due to incomplete high-resolution metabolic data for non-canonical carbon sources required to curate GSMM and identify implementable designs. Here we address a four-gene deletion design in the Pseudomonas putida KT2440 strain for the lignin-derived non-sugar carbon source, p-coumarate (p-CA), that proved challenging to implement. We examine the performance of the fully implemented design for p-coumarate to glutamine, a useful biomanufacturing intermediate. In this study glutamine is then converted to indigoidine, an alternative sustainable pigment and a model heterologous product that is commonly used to colorimetrically quantify glutamine concentration. Through proteomics, promoter-variation, and growth characterization of a fully implemented gene deletion design, we provide evidence that aromatic catabolism in the completed design is rate-limited by fumarase hydratase (FUM) enzyme activity in the citrate cycle and requires careful optimization of another fumarate hydratase protein (PP_0897) expression to achieve growth and production. A double sensitivity analysis also confirmed a strict requirement for fumarate hydratase activity in the strain where all genes in the growth coupling design have been implemented. Metabolic cross-feeding experiments were used to examine the impact of complete removal of the fumarase hydratase reaction and revealed an unanticipated nutrient requirement, suggesting additional functions for this enzyme. While a complete implementation of the design was achieved, this study highlights the challenge of completely inactivating metabolic reactions encoded by under-characterized proteins, especially in the context of multi-gene edits.

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来源期刊
NPJ Systems Biology and Applications
NPJ Systems Biology and Applications Mathematics-Applied Mathematics
CiteScore
5.80
自引率
0.00%
发文量
46
审稿时长
8 weeks
期刊介绍: npj Systems Biology and Applications is an online Open Access journal dedicated to publishing the premier research that takes a systems-oriented approach. The journal aims to provide a forum for the presentation of articles that help define this nascent field, as well as those that apply the advances to wider fields. We encourage studies that integrate, or aid the integration of, data, analyses and insight from molecules to organisms and broader systems. Important areas of interest include not only fundamental biological systems and drug discovery, but also applications to health, medical practice and implementation, big data, biotechnology, food science, human behaviour, broader biological systems and industrial applications of systems biology. We encourage all approaches, including network biology, application of control theory to biological systems, computational modelling and analysis, comprehensive and/or high-content measurements, theoretical, analytical and computational studies of system-level properties of biological systems and computational/software/data platforms enabling such studies.
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