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用于乳酸杆菌分类学和代谢特征分析的新方法:16S rRNA基因测序与基质辅助激光解吸电离飞行时间质谱及1H核磁共振的整合

Novel approaches for the taxonomic and metabolic characterization of lactobacilli: Integration of 16S rRNA gene sequencing with MALDI-TOF MS and 1H-NMR.

作者信息

Foschi Claudio, Laghi Luca, Parolin Carola, Giordani Barbara, Compri Monica, Cevenini Roberto, Marangoni Antonella, Vitali Beatrice

机构信息

Microbiology, DIMES, University of Bologna, Bologna, Italy.

Centre of Foodomics, Department of Agro-Food Science and Technology, University of Bologna, Bologna, Italy.

出版信息

PLoS One. 2017 Feb 16;12(2):e0172483. doi: 10.1371/journal.pone.0172483. eCollection 2017.

Abstract

Lactobacilli represent a wide range of bacterial species with several implications for the human host. They play a crucial role in maintaining the ecological equilibrium of different biological niches and are essential for fermented food production and probiotic formulation. Despite the consensus about the 'health-promoting' significance of Lactobacillus genus, its genotypic and phenotypic characterization still poses several difficulties. The aim of this study was to assess the integration of different approaches, genotypic (16S rRNA gene sequencing), proteomic (MALDI-TOF MS) and metabolomic (1H-NMR), for the taxonomic and metabolic characterization of Lactobacillus species. For this purpose we analyzed 40 strains of various origin (intestinal, vaginal, food, probiotics), belonging to different species. The high discriminatory power of MALDI-TOF for species identification was underlined by the excellent agreement with the genotypic analysis. Indeed, MALDI-TOF allowed to correctly identify 39 out of 40 Lactobacillus strains at the species level, with an overall concordance of 97.5%. In the perspective to simplify the MALDI TOF sample preparation, especially for routine practice, we demonstrated the perfect agreement of the colony-picking from agar plates with the protein extraction protocol. 1H-NMR analysis, applied to both culture supernatants and bacterial lysates, identified a panel of metabolites whose variations in concentration were associated with the taxonomy, but also revealed a high intra-species variability that did not allow a species-level identification. Therefore, despite not suitable for mere taxonomic purposes, metabolomics can be useful to correlate particular biological activities with taxonomy and to understand the mechanisms related to the antimicrobial effect shown by some Lactobacillus species.

摘要

乳酸杆菌代表了多种细菌物种,对人类宿主有多种影响。它们在维持不同生物微环境的生态平衡方面发挥着关键作用,并且对于发酵食品生产和益生菌制剂至关重要。尽管对于乳酸杆菌属的“促进健康”意义已达成共识,但其基因型和表型特征的鉴定仍存在一些困难。本研究的目的是评估不同方法(基因型分析,即16S rRNA基因测序;蛋白质组学,即基质辅助激光解吸电离飞行时间质谱;代谢组学,即1H-NMR)相结合,用于乳酸杆菌物种的分类学和代谢特征分析。为此,我们分析了40株来自不同来源(肠道、阴道、食品、益生菌)、属于不同物种的菌株。基质辅助激光解吸电离飞行时间质谱对物种鉴定的高辨别力通过与基因型分析的出色一致性得到了凸显。实际上,基质辅助激光解吸电离飞行时间质谱能够在物种水平上正确鉴定40株乳酸杆菌菌株中的39株,总体一致性为97.5%。为了简化基质辅助激光解吸电离飞行时间质谱的样品制备,特别是用于常规操作,我们证明了从琼脂平板上挑取菌落与蛋白质提取方案完全一致。将1H-NMR分析应用于培养上清液和细菌裂解物,鉴定出一组代谢物,其浓度变化与分类学相关,但也揭示了种内高度变异性,这使得无法进行物种水平的鉴定。因此,尽管代谢组学不适合单纯的分类学目的,但它有助于将特定的生物活性与分类学相关联,并理解一些乳酸杆菌物种所表现出的抗菌作用的相关机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1107/5312945/ba2c368143dd/pone.0172483.g001.jpg

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