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

被引:40
|
作者
Foschi, Claudio [1 ]
Laghi, Luca [2 ]
Parolin, Carola [3 ]
Giordani, Barbara [3 ]
Compri, Monica [1 ]
Cevenini, Roberto [1 ]
Marangoni, Antonella [1 ]
Vitali, Beatrice [3 ]
机构
[1] Univ Bologna, Microbiol, DIMES, Bologna, Italy
[2] Univ Bologna, Dept Agrofood Sci & Technol, Ctr Food, Bologna, Italy
[3] Univ Bologna, Dept Pharm & Biotechnol, Bologna, Italy
来源
PLOS ONE | 2017年 / 12卷 / 02期
关键词
DESORPTION-IONIZATION-TIME; FLIGHT MASS-SPECTROMETRY; SPECIES IDENTIFICATION; VAGINAL MICROBIOME; CASEI GROUP; HUMAN GUT; PCR; STRAINS; FOOD; PROBIOTICS;
D O I
10.1371/journal.pone.0172483
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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 (H-1-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. H-1-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.
引用
收藏
页数:18
相关论文
共 50 条
  • [31] The exploration of dominant spoilage bacteria in blue mussels (Mytilus edulis) stored under different modified atmospheres by MALDI-TOF MS in combination with 16S rRNA sequencing
    Ratnawati, S. E.
    Kuuliala, L.
    Verschuere, N.
    Cnockaert, M.
    Vandamme, P.
    Devlieghere, F.
    FOOD MICROBIOLOGY, 2024, 118
  • [32] Spore-forming bacteria in gelatin: Characterization, identification by 16S rRNA and MALDI-TOF mass spectrometry (MS), and presence of heat resistance and virulence genes
    Heckler, Caroline
    Vale, Matheus G.
    Stradiotto, Graziele C.
    Giordano, Ana Luisa P. L.
    Schreiber, Angelica Z.
    St Ana, Anderson S.
    INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2024, 422
  • [33] Leptospira spp. strain identification by MALDI TOF MS is an equivalent tool to 16S rRNA gene sequencing and multi locus sequence typing (MLST)
    Rettinger, Anna
    Krupka, Inke
    Gruenwald, Karola
    Dyachenko, Viktor
    Fingerle, Volker
    Konrad, Regina
    Raschel, Heribert
    Busch, Ulrich
    Sing, Andreas
    Straubinger, Reinhard K.
    Huber, Ingrid
    BMC MICROBIOLOGY, 2012, 12
  • [34] Leptospira spp. strain identification by MALDI TOF MS is an equivalent tool to 16S rRNA gene sequencing and multi locus sequence typing (MLST)
    Anna Rettinger
    Inke Krupka
    Karola Grünwald
    Viktor Dyachenko
    Volker Fingerle
    Regina Konrad
    Heribert Raschel
    Ulrich Busch
    Andreas Sing
    Reinhard K Straubinger
    Ingrid Huber
    BMC Microbiology, 12
  • [35] Identification of Lactic Acid Bacteria in Galchi- and Myeolchi-Jeotgal by 16S rRNA Gene Sequencing, MALDI-TOF Mass Spectrometry, and PCR-DGGE
    Lee, Yoonju
    Cho, Youngjae
    Kim, Eiseul
    Kim, Hyun-Joong
    Kim, Hae-Yeong
    JOURNAL OF MICROBIOLOGY AND BIOTECHNOLOGY, 2018, 28 (07) : 1112 - 1121
  • [36] Acid and aluminium-tolerant microbes isolated from China space station assembly cleanroom surfaces and identified by 16S rRNA/ITS sequencing and MALDI-TOF MS
    Rcheulishvili, Nino
    Papukashvili, Dimitri
    Shakir, Yasmeen
    Deng, Yulin
    Zhang, Ying
    INTERNATIONAL JOURNAL OF ASTROBIOLOGY, 2021, 20 (02) : 133 - 141
  • [37] Analysis of 16S rRNA gene sequencing data for the taxonomic characterization of the vaginal and the fecal microbial communities in Hanwoo
    Choi, Soyoung
    Cha, Jihye
    Song, Minji
    Son, JuHwan
    Park, Mi-Rim
    Lim, Yeong-jo
    Kim, Tae -Hun
    Lee, Kyung-Tai
    Park, Woncheoul
    ANIMAL BIOSCIENCE, 2022, 35 (11) : 1808 - 1816
  • [38] Catheter-related bloodstream infection due to Tsukamurella pulmonis identified by MALDI-TOF spectrometry, 16S rRNA gene sequencing, and secA1 gene sequencing in an immunocompromised child: a case report and literature review
    Leroy, A. G.
    Persyn, E.
    Guillouzouic, A.
    d'Epenoux, L. Ruffier
    Launay, E.
    Takoudju, E-M.
    Juvin, M-E.
    Chantreau, F.
    El Khobzi, J.
    Corvec, S.
    DIAGNOSTIC MICROBIOLOGY AND INFECTIOUS DISEASE, 2020, 97 (03)
  • [39] 16S rRNA gene sequencing and MALDI-TOF mass spectrometry based comparative assessment and bioprospection of psychrotolerant bacteria isolated from high altitudes under mountain ecosystem
    Pandey, Anita
    Jain, Rahul
    Sharman, Avinash
    Dhakar, Kusum
    Kaira, Gaurav S.
    Rahi, Praveen
    Dhyani, Ashish
    Pandey, Neha
    Adhikari, Priyanka
    Shouche, Yogesh S.
    SN APPLIED SCIENCES, 2019, 1 (03):
  • [40] Identification of Lactic Acid Bacteria in Pork Meat and Pork Meat Products Using SDS-PAGE, 16S rRNA Gene Sequencing and MALDI-TOF Mass Spectrometry
    Han, S. -K.
    Hong, Y.
    Kwak, H. -L.
    Kim, E. -S.
    Kim, M. -J.
    Shrivastav, A.
    Oh, M. -H.
    Kim, H. -Y.
    JOURNAL OF FOOD SAFETY, 2014, 34 (03) : 224 - 232