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代谢组学揭示了尿囊酸菌和哈茨木霉共培养引起的代谢变化及其对小麦萌发的影响。

Metabolomics reveal metabolic variation caused by co-culture of Arthrobacter ureafaciens and Trichoderma harzianum and their impacts on wheat germination.

机构信息

Shandong Provincial Key Laboratory of Applied Microbiology, Ecology Institute of Qilu University of Technology (Shandong Academy of Sciences), Jinan, 250013, China.

出版信息

Int Microbiol. 2023 Nov;26(4):723-739. doi: 10.1007/s10123-022-00302-4. Epub 2022 Dec 23.

Abstract

Arthrobacter ureafaciens DnL1-1 is a bacterium used for atrazine degradation, while Trichoderma harzianum LTR-2 is a widely used biocontrol fungus. In this study, a liquid co-cultivation of these two organisms was initially tested. The significant changes in the metabolome of fermentation liquors were investigated based on cultivation techniques (single-cultured and co-cultured DnL1-1 and LTR-2) using an UPLC-QTOF-MS in an untargeted metabolomic approach. Principle components analysis (PCA) and partial least squares discriminant analysis (PLS-DA) supervised modelling revealed modifications of the metabolic profiles in fermentation liquors as a function of interactions between different strains. Compared with pure-cultivation of DnL1-1, 51 compounds were altered during the cocultivation, with unique and significant differences in the abundance of organic nitrogen compounds (e.g. carnitine, acylcarnitine 4:0, acylcarnitine 5:0, 3-dehydroxycarnitine and O-acetyl-L-carnitine) and trans-zeatin riboside. Nevertheless, compared with pure-cultivation of LTR-2, the abundance of 157 compounds, including amino acids, soluble sugars, organic acids, indoles and derivatives, nucleosides, and others, changed significantly in the cocultivation. Among them, the concentration of tryptophan, which is a precursor to indoleacetic acid, indoleacetic acid, aspartic acid, and L-glutamic acid increased while that of most soluble sugars decreased upon cocultivation. The fermentation filtrates of co-cultivation of LTR-2 and DnL1-1 showed significant promoting effects on germination and radicle length of wheat. A subsequent experiment demonstrated synergistic effects of differential metabolites caused by co-cultivation of DnL1-1 and LTR-2 on wheat germination. Comprehensive metabolic profiling may provide valuable information on the effects of DnL1-1 and LTR-2 on wheat growth.

摘要

节杆菌 DnL1-1 是一种用于降解莠去津的细菌,而哈茨木霉 LTR-2 是一种广泛使用的生防真菌。在本研究中,最初测试了这两种生物的液体共培养。基于培养技术(单独培养和共培养 DnL1-1 和 LTR-2),采用 UPLC-QTOF-MS 进行非靶向代谢组学分析,研究了发酵液代谢组的显著变化。主成分分析(PCA)和偏最小二乘判别分析(PLS-DA)有监督建模揭示了代谢谱在发酵液中的变化,这是不同菌株相互作用的结果。与 DnL1-1 的纯培养相比,共培养过程中有 51 种化合物发生了变化,其中有机氮化合物(如肉碱、酰基辅酶 A 4:0、酰基辅酶 A 5:0、3-脱氢肉碱和 O-乙酰-L-肉碱)和反式玉米素核苷的丰度存在独特且显著差异。然而,与 LTR-2 的纯培养相比,共培养中 157 种化合物的丰度发生了显著变化,包括氨基酸、可溶性糖、有机酸、吲哚及其衍生物、核苷等。其中,色氨酸、吲哚乙酸、天冬氨酸和 L-谷氨酸的浓度升高,而大多数可溶性糖的浓度降低。LTR-2 和 DnL1-1 共培养的发酵滤液对小麦萌发和根长有显著的促进作用。随后的实验表明,DnL1-1 和 LTR-2 共培养引起的差异代谢物对小麦萌发有协同作用。综合代谢谱分析可为 DnL1-1 和 LTR-2 对小麦生长的影响提供有价值的信息。

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