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Kim SH, Singh D, Kim SA, Kwak MJ, Cho D, Kim J, Roh JH, Kim WG, Han NS, Lee CH. Strain-specific metabolomic diversity of Lactiplantibacillus plantarum under aerobic and anaerobic conditions. Food Microbiol 2023; 116:104364. [PMID: 37689426 DOI: 10.1016/j.fm.2023.104364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 07/31/2023] [Accepted: 08/11/2023] [Indexed: 09/11/2023]
Abstract
The chemotaxonomic diversity of 20 Lactiplantibacillus plantarum strains was investigated using non-targeted metabolite profiling under different culture conditions. Multivariate and metabolic pathway analyses based on GC-MS and LC-MS/MS datasets showed that amino acid metabolism, especially 2-hydroxy acids, was enriched under aerobic conditions (AE), whereas fatty acid & sugar metabolism was increased under anaerobic conditions (AN). Based on the metabolite profiles, L. plantarum strains were clustered into three main groups (A, B, and C). Overall, 79 and 83 significantly discriminant metabolites were characterized as chemical markers of AE and AN growth conditions, respectively. Notably, alcohols were more abundant in group A whereas amino acids, peptides, purines, and pyrimidines were significantly higher in group C. 2-hydroxy acids and oxylipins biosynthesized through amino acid and fatty acid metabolism, respectively, were more abundant in groups A and B. Furthermore, we observed a strong correlation between the chemical diversity of L. plantarum groups and their antioxidant activity from metabolite extracts. We propose a non-targeted metabolomic workflow to comprehensively characterize the chemodiversity of L. plantarum strain under different culture conditions, which may help reveal specific biomarkers of individual strains depending on the culture conditions.
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Affiliation(s)
- Su-Hyun Kim
- Department of Bioscience and Biotechnology, Konkuk University, 05029, Seoul, Republic of Korea
| | - Digar Singh
- Department of Bioscience and Biotechnology, Konkuk University, 05029, Seoul, Republic of Korea
| | - Seul-Ah Kim
- Brain Korea 21 Center for Bio-Health Industry, Division of Animal, Horticultural, And Food Sciences, Chungbuk National University, Cheongju, 28644, Republic of Korea
| | - Min Jeong Kwak
- Brain Korea 21 Center for Bio-Health Industry, Division of Animal, Horticultural, And Food Sciences, Chungbuk National University, Cheongju, 28644, Republic of Korea
| | - Donghyun Cho
- Amorepacific R&I Center, 1920, Yonggu-daero, Yongin, 17074, Republic of Korea
| | - Juewon Kim
- Amorepacific R&I Center, 1920, Yonggu-daero, Yongin, 17074, Republic of Korea
| | - Jong-Hwa Roh
- Amorepacific R&I Center, 1920, Yonggu-daero, Yongin, 17074, Republic of Korea
| | - Wan-Gi Kim
- Amorepacific R&I Center, 1920, Yonggu-daero, Yongin, 17074, Republic of Korea
| | - Nam Soo Han
- Brain Korea 21 Center for Bio-Health Industry, Division of Animal, Horticultural, And Food Sciences, Chungbuk National University, Cheongju, 28644, Republic of Korea
| | - Choong Hwan Lee
- Department of Bioscience and Biotechnology, Konkuk University, 05029, Seoul, Republic of Korea; Research Institute for Bioactive-Metabolome Network, Konkuk University, Seoul, Republic of Korea.
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Rivas GA, Valdés La Hens D, Delfederico L, Olguin N, Bravo-Ferrada BM, Tymczyszyn EE, Semorile L, Brizuela NS. Molecular tools for the analysis of the microbiota involved in malolactic fermentation: from microbial diversity to selection of lactic acid bacteria of enological interest. World J Microbiol Biotechnol 2022; 38:19. [PMID: 34989896 DOI: 10.1007/s11274-021-03205-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 12/08/2021] [Indexed: 01/19/2023]
Abstract
Winemaking is a complex process involving two successive fermentations: alcoholic fermentation, by yeasts, and malolactic fermentation (MLF), by lactic acid bacteria (LAB). During MLF, LAB can contribute positively to wine flavor through decarboxylation of malic acid with acidity reduction and other numerous enzymatic reactions. However, some microorganisms can have a negative impact on the quality of the wine through processes such as biogenic amine production. For these reasons, monitoring the bacterial community profiles during MLF can predict and control the quality of the final product. In addition, the selection of LAB from a wine-producing area is necessary for the formulation of native malolactic starter cultures well adapted to local winemaking practices and able to enhance the regional wine typicality. In this sense, molecular biology techniques are fundamental tools to decipher the native microbiome involved in MLF and to select bacterial strains with potential to function as starter cultures, given their enological and technological characteristics. In this context, this work reviews the different molecular tools (both culture-dependent and -independent) that can be applied to the study of MLF, either in bacterial isolates or in the microbial community of wine, and of its dynamics during the process.
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Affiliation(s)
- Gabriel Alejandro Rivas
- Departamento de Ciencia y Tecnología, Instituto de Microbiología Básica y Aplicada (IMBA), Laboratorio de Microbiología Molecular, Universidad Nacional de Quilmes, Roque Sáenz Peña 352, Bernal, B1876BXD, Buenos Aires, Argentina
| | - Danay Valdés La Hens
- Departamento de Ciencia y Tecnología, Instituto de Microbiología Básica y Aplicada (IMBA), Laboratorio de Microbiología Molecular, Universidad Nacional de Quilmes, Roque Sáenz Peña 352, Bernal, B1876BXD, Buenos Aires, Argentina
| | - Lucrecia Delfederico
- Departamento de Ciencia y Tecnología, Instituto de Microbiología Básica y Aplicada (IMBA), Laboratorio de Microbiología Molecular, Universidad Nacional de Quilmes, Roque Sáenz Peña 352, Bernal, B1876BXD, Buenos Aires, Argentina
| | - Nair Olguin
- Departamento de Ciencia y Tecnología, Instituto de Microbiología Básica y Aplicada (IMBA), Laboratorio de Microbiología Molecular, Universidad Nacional de Quilmes, Roque Sáenz Peña 352, Bernal, B1876BXD, Buenos Aires, Argentina
| | - Bárbara Mercedes Bravo-Ferrada
- Departamento de Ciencia y Tecnología, Instituto de Microbiología Básica y Aplicada (IMBA), Laboratorio de Microbiología Molecular, Universidad Nacional de Quilmes, Roque Sáenz Peña 352, Bernal, B1876BXD, Buenos Aires, Argentina
| | - Emma Elizabeth Tymczyszyn
- Departamento de Ciencia y Tecnología, Instituto de Microbiología Básica y Aplicada (IMBA), Laboratorio de Microbiología Molecular, Universidad Nacional de Quilmes, Roque Sáenz Peña 352, Bernal, B1876BXD, Buenos Aires, Argentina
| | - Liliana Semorile
- Departamento de Ciencia y Tecnología, Instituto de Microbiología Básica y Aplicada (IMBA), Laboratorio de Microbiología Molecular, Universidad Nacional de Quilmes, Roque Sáenz Peña 352, Bernal, B1876BXD, Buenos Aires, Argentina
| | - Natalia Soledad Brizuela
- Departamento de Ciencia y Tecnología, Instituto de Microbiología Básica y Aplicada (IMBA), Laboratorio de Microbiología Molecular, Universidad Nacional de Quilmes, Roque Sáenz Peña 352, Bernal, B1876BXD, Buenos Aires, Argentina.
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