聚脂耶氏菌异源生物合成杉木素:代谢工程和基因组尺度代谢模型。

IF 3.1 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Applied Biochemistry and Biotechnology Pub Date : 2024-12-04 DOI:10.1007/s12010-024-05099-8
Yuxin Sui, Yumei Han, Zetian Qiu, Bingyang Yan, Guang-Rong Zhao
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引用次数: 0

摘要

Taxifolin,也被称为二氢槲皮素(DHQ),是一种被认为具有有效抗氧化特性和广泛的生物活性的类黄酮,包括抗肿瘤、抗病毒和免疫调节作用。紫杉醇的传统提取和化学合成方法常常受到产率低和相关环境问题的限制。在本研究中,我们通过代谢工程和基因组尺度代谢模型(GSM)相结合,并辅以通量平衡分析(FBA),研究了聚脂耶氏菌(Yarrowia lipolytica)异源生物合成杉木素的方法。我们通过引入关键的生物合成基因,以柚皮素(naringin, NAR)为底物,成功合成了taxifolin。发酵实验表明,当底物浓度为200mg /L柚皮素时,taxifolin的最佳产量为10%,当底物浓度为1g /L柚皮素时,taxifolin的最高产量为26.4 mg/L。为了进一步提高产量,我们采用了一种基于cre - loxp的无标记基因整合方法,实现了关键基因的稳定基因组整合,在1 g/L柚皮素条件下,taxifolin的产量提高到34.9 mg/L。中间代谢产物碘二醇(ERI)和二氢山奈酚(DHK)的累积浓度分别为89.2 mg/L和21.7 mg/L。此外,我们将代谢数据整合到GSM中,并应用FBA优化taxifolin的生物合成途径。通过帕雷托前沿分析、敏感性分析、通量变异性分析和单基因缺失模拟,我们确定了显著提高taxifolin产量的关键基因修饰。过表达GND1和IDP2分别使产量增加94%和155%,而敲除LIP2使产量增加46%。使用三隔板摇瓶改善供氧,产率提高了120%,而YPG介质的产率降低了59%,验证了模型的准确性。为了确保基因的稳定和高效表达,我们将多拷贝构建体整合到多脂耶氏菌的核糖体DNA (rDNA)位点,使taxifolin的产量增加一倍。这些结果证明了GSM和FBA在解决微生物紫杉醇生物合成瓶颈方面的有效性,并为未来的优化和大规模生产提供了基础。
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Heterologous Biosynthesis of Taxifolin in Yarrowia lipolytica: Metabolic Engineering and Genome-Scale Metabolic Modeling.

Taxifolin, also known as dihydroquercetin (DHQ), is a flavonoid recognized for its potent antioxidant properties and a wide range of biological activities, including anti-tumor, antiviral, and immunomodulatory effects. Conventional extraction and chemical synthesis methods for taxifolin are often limited by low yields and associated environmental concerns. In this study, we investigated the heterologous biosynthesis of taxifolin in Yarrowia lipolytica through a combination of metabolic engineering and genome-scale metabolic modeling (GSM), complemented by flux balance analysis (FBA). We engineered Yarrowia lipolytica by introducing key biosynthetic genes and successfully synthesized taxifolin using naringenin (NAR) as a substrate, chosen for its low cost. Fermentation experiments demonstrated an optimal taxifolin yield of 10% at a substrate concentration of 200 mg/L naringenin, with a maximum yield of 26.4 mg/L taxifolin at 1 g/L naringenin. To further enhance production, we applied a marker-free Cre-loxP-based gene integration method, allowing stable genomic integration of key genes, which increased taxifolin yield to 34.9 mg/L at 1 g/L naringenin. Additionally, intermediate metabolites eriodictyol (ERI) and dihydrokaempferol (DHK) accumulated to concentrations of 89.2 mg/L and 21.7 mg/L, respectively. Furthermore, we integrated metabolic data into a GSM and applied FBA to optimize the taxifolin biosynthetic pathway. Through Pareto frontier analysis, sensitivity analysis, flux variability analysis, and single gene deletion simulations, we identified key genetic modifications that significantly enhanced taxifolin yield. Overexpression of GND1 and IDP2 increased yields by 94% and 155%, respectively, while knockout of LIP2 led to a 46% increase. Using tri-baffled shake flasks to improve oxygen supply resulted in a 120% yield increase, whereas YPG medium decreased yield by 59%, validating our model's accuracy. To ensure stable and efficient gene expression, we integrated multi-copy constructs into the ribosomal DNA (rDNA) locus of Yarrowia lipolytica, doubling taxifolin production. These results demonstrate the effectiveness of GSM and FBA in addressing bottlenecks in microbial taxifolin biosynthesis and provide a basis for future optimization and large-scale production.

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来源期刊
Applied Biochemistry and Biotechnology
Applied Biochemistry and Biotechnology 工程技术-生化与分子生物学
CiteScore
5.70
自引率
6.70%
发文量
460
审稿时长
5.3 months
期刊介绍: This journal is devoted to publishing the highest quality innovative papers in the fields of biochemistry and biotechnology. The typical focus of the journal is to report applications of novel scientific and technological breakthroughs, as well as technological subjects that are still in the proof-of-concept stage. Applied Biochemistry and Biotechnology provides a forum for case studies and practical concepts of biotechnology, utilization, including controls, statistical data analysis, problem descriptions unique to a particular application, and bioprocess economic analyses. The journal publishes reviews deemed of interest to readers, as well as book reviews, meeting and symposia notices, and news items relating to biotechnology in both the industrial and academic communities. In addition, Applied Biochemistry and Biotechnology often publishes lists of patents and publications of special interest to readers.
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