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微生物组和代谢组的综合分析揭示了微生物接种剂对烟草单作下根际土壤微生物群落多样性和功能的影响。

Integrative analysis of microbiome and metabolome revealed the effect of microbial inoculant on microbial community diversity and function in rhizospheric soil under tobacco monoculture.

作者信息

Lai Xianjun, Duan Wangjun, Zhang Wenyou, Peng Zhengsong, Wang Xianjun, Wang Haiyan, Qi Xiaobo, Pi Huaqiang, Chen Kailu, Yan Lang

机构信息

Panxi Crops Research and Utilization Key Laboratory of Sichuan Province, Xichang University, Liangshan, China.

China Tobacco Sichuan Industrial Co. Ltd, Chengdu, China.

出版信息

Microbiol Spectr. 2024 Aug 6;12(8):e0404623. doi: 10.1128/spectrum.04046-23. Epub 2024 Jul 11.

DOI:10.1128/spectrum.04046-23
PMID:38989997
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11302352/
Abstract

Over-application of chemical fertilizers and continuous cropping obstacles seriously restrict the sustainable development of tobacco production. Localized fertilization of beneficial microbes has potential advantages in achieving higher productivity, but the underlying biological mechanisms of interactions between rhizospheric microorganisms and the related metabolic cycle remain poorly characterized. Here, an integrative analysis of microbiomes with non-targeted metabolomics was performed on 30 soil samples of rhizosphere, root surrounding, and bulk soils from flue-cured tobacco under continuous and non-continuous monocropping systems. The analysis was conducted using UPLC-MS/MS platforms and high-throughput amplicon sequencing targeting the bacterial 16S rRNA gene and fungal ITS gene. The microbial inoculant consisted of , and at the ratio of 1:1:1 in effective microbial counts, improved the cured leaf yield and disease resistance of tobacco, and enhanced nicotine and nitrogen contents of tobacco leaves. The bacterial taxa , , , and of the phylum accumulated in high relative abundance and were identified as biomarkers following the application of the microbial inoculant. Under continuous monocropping, metabolomics demonstrated that the application of the microbial inoculant significantly affected the soil metabolite spectrum, and the differential metabolites were significantly enriched to the synthesis and degradation of nicotine (nicotinate and nicotinamide metabolism and biosynthesis of alkaloids derived from nicotinic acid). In addition, microbes were closely related to the accumulation of metabolites through correlation analysis. The interactions between plant roots and rhizospheric microorganisms provide valuable information for understanding how these beneficial microbes affect complex biological processes and the adaption capacity of plants to environments.IMPORTANCEThis study elaborated on how the microbial fertilizer significantly changed overall community structures and metabolite spectrum of rhizospheric microbes, which provide insights into the process of rhizosphere microbial remolding in response to continuous monocropping. we verified the hypothesis that the application of the microbial inoculant in continuous cropping would lead to the selection of distinct microbiota communities by establishing models to correlate biomarkers. Through correlation analysis of the microbiome and metabolome, we proved that rhizospheric microbes were closely related to the accumulation of metabolites, including the synthesis and degradation of nicotine. The interactions between plant roots and rhizospheric microorganisms provide valuable information for understanding how these beneficial microbes affect complex biological processes and the adaption capacity of plants to environments.

摘要

化肥的过度施用和连作障碍严重制约了烟草生产的可持续发展。有益微生物的局部施肥在实现更高产量方面具有潜在优势,但根际微生物之间相互作用的潜在生物学机制以及相关代谢循环仍未得到充分表征。在此,利用非靶向代谢组学对连续和非连续单作系统下烤烟的30个根际、根周和大田土壤样本进行了微生物组综合分析。分析使用UPLC-MS/MS平台以及针对细菌16S rRNA基因和真菌ITS基因的高通量扩增子测序进行。微生物接种剂由有效微生物数量比为1:1:1的 、 和 组成,提高了烤烟的烟叶产量和抗病性,并提高了烟叶中的尼古丁和氮含量。在施用微生物接种剂后,厚壁菌门的细菌分类群 、 、 和 以高相对丰度积累,并被鉴定为生物标志物。在连续单作条件下,代谢组学表明,施用微生物接种剂显著影响土壤代谢物谱,差异代谢物显著富集于尼古丁的合成和降解(烟酸和烟酰胺代谢以及源自烟酸的生物碱生物合成)。此外,通过相关性分析表明微生物与代谢物的积累密切相关。植物根系与根际微生物之间的相互作用为理解这些有益微生物如何影响复杂生物过程以及植物对环境的适应能力提供了有价值的信息。

重要性

本研究阐述了微生物肥料如何显著改变根际微生物的整体群落结构和代谢物谱,这为响应连续单作的根际微生物重塑过程提供了见解。我们通过建立模型将生物标志物进行关联,验证了在连作中施用微生物接种剂会导致不同微生物群落被选择的假设。通过对微生物组和代谢组的相关性分析,我们证明根际微生物与代谢物的积累密切相关,包括尼古丁的合成和降解。植物根系与根际微生物之间的相互作用为理解这些有益微生物如何影响复杂生物过程以及植物对环境的适应能力提供了有价值的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/12ac/11302352/34abfca7ee26/spectrum.04046-23.f006.jpg
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