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利用木质素衍生物酒精和脂质的高通量非靶向代谢组学分析进行斯达氏油脂酵母的适应性实验室进化。

Adaptive laboratory evolution of Lipomyces starkeyi for high production of lignin derivative alcohol and lipids with comparative untargeted metabolomics-based analysis.

机构信息

Department of Chemical Science and Engineering, Graduate School of Engineering, Kobe University, 1-1 Rokkodaicho, Nada-Ku, Kobe, 657-8501, Japan.

Graduate School of Science, Technology and Innovation, Kobe University, 1-1 Rokkodaicho, Nada-Ku, Kobe, 657-8501, Japan.

出版信息

Microb Cell Fact. 2024 Oct 8;23(1):270. doi: 10.1186/s12934-024-02542-7.

Abstract

BACKGROUND

Adaptive laboratory evolution (ALE) is an impactful technique for cultivating microorganisms to adapt to specific environmental circumstances or substrates through iterative growth and selection. This study utilized an adaptive laboratory evolution method on Lipomyces starkeyi for high tolerance in producing lignin derivative alcohols and lipids from syringaldehyde. Afterward, untargeted metabolomics analysis was employed to find the key metabolites that play important roles in the better performance of evolved strains compared to the wild type. Lignin, a prominent constituent of plant biomass, is a favorable source material for the manufacture of biofuel and lipids. Nevertheless, the effective transformation of chemicals produced from lignin into products with high economic worth continues to be a difficult task.

RESULTS

In this study, we exposed L. starkeyi to a series of flask passaging experiments while applying selective pressure to facilitate its adaptation to syringaldehyde, a specific type of lignin monomeric aldehyde. Using ALE, we successfully developed a new strain, DALE-22, which can synthesize syringyl alcohol up to 18.74 mM from 22.28 mM syringaldehyde with 41.9% lipid accumulation. In addition, a comprehensive examination of untargeted metabolomics identified six specific crucial metabolites linked to the improved tolerance of the evolved strain in the utilization of syringaldehyde, including 2-aminobutyric acid, allantoin, 4-hydroxyphenethyl alcohol, 2-aminoethanol, tryptophan, and 5-aminovaleric acid.

CONCLUSION

The results of our study reveal how L. starkeyi adapts to using substrates produced from lignin. These findings offer important information for developing strategies to improve the process of converting lignin into valuable products for sustainable biorefinery applications.

摘要

背景

适应性实验室进化(ALE)是一种通过迭代生长和选择培养微生物以适应特定环境条件或底物的有效技术。本研究利用ALE 方法对石腊红酵母进行了适应性进化,以提高其耐受能力,从而从丁香醛生产木质素衍生醇和脂类。之后,我们采用非靶向代谢组学分析方法,寻找在进化菌株中起重要作用的关键代谢物,这些代谢物使它们的表现优于野生型菌株。木质素是植物生物质的主要成分之一,是制造生物燃料和脂类的理想原料。然而,将木质素化学物质有效转化为具有高经济价值的产品仍然是一项艰巨的任务。

结果

在本研究中,我们对石腊红酵母进行了一系列摇瓶传代实验,并施加选择性压力,以促进其对丁香醛(一种特定的木质素单体醛)的适应。通过 ALE,我们成功开发了一株新的菌株 DALE-22,它可以从 22.28mM 的丁香醛合成高达 18.74mM 的丁香醇,同时积累 41.9%的脂类。此外,全面的非靶向代谢组学分析鉴定出与进化菌株对丁香醛利用的耐受性提高相关的六个特定关键代谢物,包括 2-氨基丁酸、尿囊素、4-羟基苯乙醇、2-氨基乙醇、色氨酸和 5-氨基戊酸。

结论

本研究结果揭示了石腊红酵母如何适应利用木质素衍生的底物。这些发现为开发将木质素转化为可持续生物精炼应用中具有价值的产品的策略提供了重要信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d7cd/11463098/6b6095c31f4d/12934_2024_2542_Fig1_HTML.jpg

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