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Wa Y, Zhao X, Peng K, Qu H, Chen D, Zhang C, Chen X, Gu R. Effects of Nutrients on the Growth of and Free Exopolysaccharide Biosynthesis by Streptococcus thermophilus 937 in a Chemically Defined Medium. Curr Microbiol 2023; 80:331. [PMID: 37634211 DOI: 10.1007/s00284-023-03421-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Accepted: 07/18/2023] [Indexed: 08/29/2023]
Abstract
The free exopolysaccharide (f-EPS) produced by Streptococcus thermophilus is a natural texture modifier with health-promoting properties and has thus become one of the most interesting metabolites for researchers. The present work aimed to further understand the nutritional requirements for the growth of and the f-EPS production by S. thermophilus. The types and concentrations of compounds in the complete chemically defined medium were changed in turn to evaluate the effects of single nutrients on the growth of and f-EPS production by S. thermophilus 937. The results showed that cysteine, glutamine, histidine, methionine, tryptophan, tyrosine, leucine, isoleucine, and valine played an important role in maintaining the rapid and stable growth of S. thermophilus 937. S. thermophilus 937 also required calcium pantothenate, niacin, pyridoxine, riboflavin, and thiamine hydrochloride as essential nutrients for growth. Increases in the concentrations of lactose, glutamate, histidine, or isoleucine significantly increased the production of free exopolysaccharide by S. thermophilus 937, and when the lactose concentration increased to 20 g·L-1 and the concentration of the three-amino-acid combination increased to 15 mM, the f-EPS yield increased to a maximum of 35.34 μg·mL-1. This finding indicated that lactose and the 3 amino acids exert synergistic effects on the promotion of f-EPS production. In addition, lactose and the three amino acids have strain specific promoting effects on f-EPS production by S. thermophilus. This study provides a further understanding of the effects of nutrients on the biosynthesis of f-EPS by S. thermophilus.
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Affiliation(s)
- Yunchao Wa
- Key Lab of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
- College of Food Science and Engineering, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
| | - Xia Zhao
- Key Lab of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
- College of Food Science and Engineering, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
| | - Kuiyao Peng
- Key Lab of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
- College of Food Science and Engineering, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
| | - Hengxian Qu
- Key Lab of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
- College of Food Science and Engineering, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
| | - Dawei Chen
- Key Lab of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
- College of Food Science and Engineering, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
| | - Chenchen Zhang
- Key Lab of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
- College of Food Science and Engineering, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
| | - Xia Chen
- Key Lab of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
- College of Food Science and Engineering, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China
| | - Ruixia Gu
- Key Lab of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China.
- College of Food Science and Engineering, Yangzhou University, Yangzhou, 225127, Jiangsu Province, China.
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Zuffa S, Schimmel P, Gonzalez-Santana A, Belzer C, Knol J, Bölte S, Falck-Ytter T, Forssberg H, Swann J, Diaz Heijtz R. Early-life differences in the gut microbiota composition and functionality of infants at elevated likelihood of developing autism spectrum disorder. Transl Psychiatry 2023; 13:257. [PMID: 37443359 PMCID: PMC10344877 DOI: 10.1038/s41398-023-02556-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/15/2023] Open
Abstract
Evidence from cross-sectional human studies, and preliminary microbial-based intervention studies, have implicated the microbiota-gut-brain axis in the neurobiology of autism spectrum disorder (ASD). Using a prospective longitudinal study design, we investigated the developmental profile of the fecal microbiota and metabolome in infants with (n = 16) and without (n = 19) a family history of ASD across the first 36 months of life. In addition, the general developmental levels of infants were evaluated using the Mullen Scales of Early Learning (MSEL) test at 5 and 36 months of age, and with ADOS-2 at 36 months of age. At 5 months of age, infants at elevated-likelihood of ASD (EL) harbored less Bifidobacterium and more Clostridium and Klebsiella species compared to the low-likelihood infants (LL). Untargeted metabolic profiling highlighted that LL infants excreted a greater amount of fecal γ-aminobutyric acid (GABA) at 5 months, which progressively declined with age. Similar age-dependent patterns were not observed in the EL group, with GABA being consistently low across all timepoints. Integrated microbiome-metabolome analysis showed a positive correlation between GABA and Bifidobacterium species and negative associations with Clostridium species. In vitro experiments supported these observations demonstrating that bifidobacteria can produce GABA while clostridia can consume it. At the behavioral level, there were no significant differences between the EL and LL groups at 5 months. However, at 36 months of age, the EL group had significantly lower MSEL and ADOS-2 scores compared to the LL group. Taken together, the present results reveal early life alterations in gut microbiota composition and functionality in infants at elevated-likelihood of ASD. These changes occur before any behavioral impairments can be detected, supporting a possible role for the gut microbiota in emerging behavioral variability later in life.
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Affiliation(s)
- Simone Zuffa
- Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, SW7 2AZ, UK
| | - Patrick Schimmel
- Laboratory of Microbiology, Wageningen University, Wageningen, the Netherlands
| | | | - Clara Belzer
- Laboratory of Microbiology, Wageningen University, Wageningen, the Netherlands
| | - Jan Knol
- Laboratory of Microbiology, Wageningen University, Wageningen, the Netherlands
- Danone Nutricia Research, Uppsalalaan 12, 3584 CT, Utrecht, the Netherlands
| | - Sven Bölte
- Center of Neurodevelopmental Disorders (KIND), Centre for Psychiatry Research; Department of Women's and Children's Health, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
- Child and Adolescent Psychiatry, Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
- Curtin Autism Research Group, Curtin School of Allied Health, Curtin University, Perth, Western Australia, Australia
| | - Terje Falck-Ytter
- Center of Neurodevelopmental Disorders (KIND), Centre for Psychiatry Research; Department of Women's and Children's Health, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
- Development and Neurodiversity Lab, Department of Psychology, Uppsala University, 751 42, Uppsala, Sweden
| | - Hans Forssberg
- Department of Women's & Children's Health, Karolinska Institutet, Stockholm, Sweden
| | - Jonathan Swann
- Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, SW7 2AZ, UK.
- Department of Neuroscience, Karolinska Institutet, 171 77, Stockholm, Sweden.
- School of Human Development and Health, Faculty of Medicine, University of Southampton, University Road, Southampton, SO17 1BJ, UK.
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Cell-surface protein YwfG of Lactococcus lactis binds to α-1,2-linked mannose. PLoS One 2023; 18:e0273955. [PMID: 36602978 DOI: 10.1371/journal.pone.0273955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 12/06/2022] [Indexed: 01/06/2023] Open
Abstract
Lactococcus lactis strains are used as starter cultures in the production of fermented dairy and vegetable foods, but the species also occurs in other niches such as plant material. Lactococcus lactis subsp. lactis G50 (G50) is a plant-derived strain and potential candidate probiotics. Western blotting of cell-wall proteins using antibodies generated against whole G50 cells detected a 120-kDa protein. MALDI-TOF MS analysis identified it as YwfG, a Leu-Pro-any-Thr-Gly cell-wall-anchor-domain-containing protein. Based on a predicted domain structure, a recombinant YwfG variant covering the N-terminal half (aa 28-511) of YwfG (YwfG28-511) was crystallized and the crystal structure was determined. The structure consisted of an L-type lectin domain, a mucin-binding protein domain, and a mucus-binding protein repeat. Recombinant YwfG variants containing combinations of these domains (YwfG28-270, YwfG28-336, YwfG28-511, MubR4) were prepared and their interactions with monosaccharides were examined by isothermal titration calorimetry; the only interaction observed was between YwfG28-270, which contained the L-type lectin domain, and d-mannose. Among four mannobioses, α-1,2-mannobiose had the highest affinity for YwfG28-270 (dissociation constant = 34 μM). YwfG28-270 also interacted with yeast mannoproteins and yeast mannan. Soaking of the crystals of YwfG28-511 with mannose or α-1,2-mannobiose revealed that both sugars bound to the L-type lectin domain in a similar manner, although the presence of the mucin-binding protein domain and the mucus-binding protein repeat within the recombinant protein inhibited the interaction between the L-type lectin domain and mannose residues. Three of the YwfG variants (except MubR4) induced aggregation of yeast cells. Strain G50 also induced aggregation of yeast cells, which was abolished by deletion of ywfG from G50, suggesting that surface YwfG contributes to the interaction with yeast cells. These findings provide new structural and functional insights into the interaction between L. lactis and its ecological niche via binding of the cell-surface protein YwfG with mannose.
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Battling S, Pastoors J, Deitert A, Götzen T, Hartmann L, Schröder E, Yordanov S, Büchs J. Development of a novel defined minimal medium for Gluconobacter oxydans 621H by systematic investigation of metabolic demands. J Biol Eng 2022; 16:31. [DOI: 10.1186/s13036-022-00310-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 10/17/2022] [Indexed: 11/23/2022] Open
Abstract
Abstract
Background
Historically, complex media are used for the cultivation of Gluconobacter oxydans in industry and research. Using complex media has different drawbacks like higher costs for downstream processing and significant variations in fermentation performances. Synthetic media can overcome those drawbacks, lead to reproducible fermentation performances. However, the development of a synthetic medium is time and labour consuming. Detailed knowledge about auxotrophies and metabolic requirements of G. oxydans is necessary. In this work, we use a systematic approach applying the in-house developed μRAMOS technology to identify auxotrophies and develop a defined minimal medium for cultivation of G. oxydans fdh, improving the production process of the natural sweetener 5-ketofructose.
Results
A rich, defined synthetic medium, consisting of 48 components, including vitamins, amino acids and trace elements, was used as a basis for medium development. In a comprehensive series of experiments, component groups and single media components were individually omitted from or supplemented to the medium and analysed regarding their performance. Main components like salts and trace elements were necessary for the growth of G. oxydans fdh, whereas nucleotides were shown to be non-essential. Moreover, results indicated that the amino acids isoleucine, glutamate and glycine and the vitamins nicotinic acid, pantothenic acid and p-aminobenzoic acid are necessary for the growth of G. oxydans fdh. The glutamate concentration was increased three-fold, functioning as a precursor for amino acid synthesis. Finally, a defined minimal medium called ‘Gluconobacter minimal medium’ was developed. The performance of this medium was tested in comparison with commonly used media for Gluconobacter. Similar/competitive results regarding cultivation time, yield and productivity were obtained. Moreover, the application of the medium in a fed-batch fermentation process was successfully demonstrated.
Conclusion
The systematic investigation of a wide range of media components allowed the successful development of the Gluconobacter minimal medium. This chemically defined medium contains only 14 ingredients, customised for the cultivation of G. oxydans fdh and 5-ketofructose production. This enables a more straightforward process development regarding upstream and downstream processing. Moreover, metabolic demands of G. oxydans were identified, which further can be used in media or strain development for different processes.
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Ulmer A, Erdemann F, Mueller S, Loesch M, Wildt S, Jensen ML, Gaspar P, Zeidan AA, Takors R. Differential Amino Acid Uptake and Depletion in Mono-Cultures and Co-Cultures of Streptococcus thermophilus and Lactobacillus delbrueckii subsp. bulgaricus in a Novel Semi-Synthetic Medium. Microorganisms 2022; 10:microorganisms10091771. [PMID: 36144373 PMCID: PMC9505316 DOI: 10.3390/microorganisms10091771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 08/26/2022] [Accepted: 08/31/2022] [Indexed: 11/22/2022] Open
Abstract
The mechanistic understanding of the physiology and interactions of microorganisms in starter cultures is critical for the targeted improvement of fermented milk products, such as yogurt, which is produced by Streptococcus thermophilus in co-culture with Lactobacillus delbrueckii subsp. bulgaricus. However, the use of complex growth media or milk is a major challenge for quantifying metabolite production, consumption, and exchange in co-cultures. This study developed a synthetic medium that enables the establishment of defined culturing conditions and the application of flow cytometry for measuring species-specific biomass values. Time courses of amino acid concentrations in mono-cultures and co-cultures of L. bulgaricus ATCC BAA-365 with the proteinase-deficient S. thermophilus LMG 18311 and with a proteinase-positive S. thermophilus strain were determined. The analysis revealed that amino acid release rates in co-culture were not equivalent to the sum of amino acid release rates in mono-cultures. Data-driven and pH-dependent amino acid release models were developed and applied for comparison. Histidine displayed higher concentrations in co-cultures, whereas isoleucine and arginine were depleted. Amino acid measurements in co-cultures also confirmed that some amino acids, such as lysine, are produced and then consumed, thus being suitable candidates to investigate the inter-species interactions in the co-culture and contribute to the required knowledge for targeted shaping of yogurt qualities.
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Affiliation(s)
- Andreas Ulmer
- Institute of Biochemical Engineering, University of Stuttgart, 70569 Stuttgart, Germany
| | - Florian Erdemann
- Institute of Biochemical Engineering, University of Stuttgart, 70569 Stuttgart, Germany
| | - Susanne Mueller
- Institute of Biochemical Engineering, University of Stuttgart, 70569 Stuttgart, Germany
| | - Maren Loesch
- Institute of Biochemical Engineering, University of Stuttgart, 70569 Stuttgart, Germany
| | - Sandy Wildt
- Institute of Biochemical Engineering, University of Stuttgart, 70569 Stuttgart, Germany
| | | | - Paula Gaspar
- Systems Biology, R&D Discovery, Chr. Hansen A/S, 2970 Hørsholm, Denmark
| | - Ahmad A. Zeidan
- Systems Biology, R&D Discovery, Chr. Hansen A/S, 2970 Hørsholm, Denmark
| | - Ralf Takors
- Institute of Biochemical Engineering, University of Stuttgart, 70569 Stuttgart, Germany
- Correspondence:
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Hemalatha M, Subathra Devi C. A statistical optimization by response surface methodology for the enhanced production of riboflavin from Lactobacillus plantarum–HDS27: A strain isolated from bovine milk. Front Microbiol 2022; 13:982260. [PMID: 36090106 PMCID: PMC9453640 DOI: 10.3389/fmicb.2022.982260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 08/03/2022] [Indexed: 11/13/2022] Open
Abstract
In the present study, Lactobacillus plantarum-HDS27 strain isolated from bovine milk was used for the enhanced production of riboflavin. Production medium was optimized by one factor at a time with different parameters. Statistical optimization by Response surface methodology (RSM), central composite design was used to optimize variables such as pH, temperature, glucose, and yeast extract. The present study reveals the maximum riboflavin production by one factor at a time was obtained under the culture conditions; glucose, yeast extract, pH 6, the temperature at 40°C, and 3% of inoculum size. In RSM, analysis of variance for the responses was calculated. Among the tested variables, pH, yeast extract, and temperature showed significant impact on riboflavin production. Maximum amount of yeast extract in production medium resulted in increased riboflavin production. The riboflavin production after 24 h with the optimal condition was found to be 12.33 mg/L. It was found proximate to the expected value (12.29 mg/L) achieved by the RSM model. The yield of riboflavin was increased to 3.66-fold after 24 h with the optimized parameters. The current research, emphasizes that the Lactobacillus plantarum–HDS27 could be an excellent strain for the large-scale industrial production of riboflavin.
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Wa Y, Zhang C, Sun G, Qu H, Chen D, Huang Y, Gu R. Effect of amino acids on free exopolysaccharide biosynthesis by Streptococcus thermophilus 937 in chemically defined medium. J Dairy Sci 2022; 105:6460-6468. [PMID: 35691747 DOI: 10.3168/jds.2022-21814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 04/05/2022] [Indexed: 11/19/2022]
Abstract
Free exopolysaccharide (f-EPS) produced by Streptococcus thermophilus improves the texture and functionality of fermented dairy foods. Our previous study showed a major improvement in f-EPS production of Strep. thermophilus 937 by increasing the concentrations of histidine, isoleucine, and glutamate to 15 mM in an optimized chemically defined medium. The aim of this study was to elucidate the effect of His, Ile, and Glu on the growth, f-EPS biosynthesis pathway, and carbohydrate metabolism profiles of Strep. thermophilus 937. The growth kinetics; transcript levels of key genes in the EPS biosynthesis pathway; enzyme activity involved in sugar nucleotide synthesis; concentrations of lactic acid, lactose, and galactose; and extracellular and intracellular pH were analyzed in chemically defined media with different initial histidine, isoleucine, and glutamate concentrations. The results showed that f-EPS production and viable cell counts of Strep. thermophilus 937 increased 2-fold after the concentrations of His, Ile, and Glu were increased. Additionally, increasing the concentrations of His, Ile, and Glu upregulated transcription of EPS biosynthesis genes and increased the activity of key enzymes in sugar nucleotide synthesis. Moreover, the consumption of lactose increased and secretion of galactose decreased, indicating that increasing the concentration of His, Ile, and Glu could enhance f-EPS production by maintaining viable cell counts, promoting sugar nucleotide synthesis, and increasing the transcript levels of the eps gene cluster. Our results provide a better understanding of the effect of AA on EPS biosynthesis in Strep. thermophilus.
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Affiliation(s)
- Yunchao Wa
- Key Laboratory of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou 225127, Jiangsu Province, China; College of Animal Science and Technology, Yangzhou University, Yangzhou 225127, Jiangsu Province, China
| | - Chenchen Zhang
- Key Laboratory of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou 225127, Jiangsu Province, China; College of Food Science and Engineering, Yangzhou University, Yangzhou 225127, Jiangsu Province, China
| | - Gulin Sun
- Key Laboratory of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou 225127, Jiangsu Province, China; College of Food Science and Engineering, Yangzhou University, Yangzhou 225127, Jiangsu Province, China
| | - Hengxian Qu
- Key Laboratory of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou 225127, Jiangsu Province, China; College of Food Science and Engineering, Yangzhou University, Yangzhou 225127, Jiangsu Province, China
| | - Dawei Chen
- Key Laboratory of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou 225127, Jiangsu Province, China; College of Food Science and Engineering, Yangzhou University, Yangzhou 225127, Jiangsu Province, China
| | - Yujun Huang
- Key Laboratory of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou 225127, Jiangsu Province, China; College of Food Science and Engineering, Yangzhou University, Yangzhou 225127, Jiangsu Province, China
| | - Ruixia Gu
- Key Laboratory of Dairy Biotechnology and Safety Control, Yangzhou University, Yangzhou 225127, Jiangsu Province, China; College of Food Science and Engineering, Yangzhou University, Yangzhou 225127, Jiangsu Province, China.
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Bockwoldt JA, Meng C, Ludwig C, Kupetz M, Ehrmann MA. Proteomic Analysis Reveals Enzymes for β-D-Glucan Formation and Degradation in Levilactobacillus brevis TMW 1.2112. Int J Mol Sci 2022; 23:ijms23063393. [PMID: 35328813 PMCID: PMC8951740 DOI: 10.3390/ijms23063393] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 03/17/2022] [Accepted: 03/18/2022] [Indexed: 02/01/2023] Open
Abstract
Bacterial exopolysaccharide (EPS) formation is crucial for biofilm formation, for protection against environmental factors, or as storage compounds. EPSs produced by lactic acid bacteria (LAB) are appropriate for applications in food fermentation or the pharmaceutical industry, yet the dynamics of formation and degradation thereof are poorly described. This study focuses on carbohydrate active enzymes, including glycosyl transferases (GT) and glycoside hydrolases (GH), and their roles in the formation and potential degradation of O2-substituted (1,3)-β-D-glucan of Levilactobacillus (L.) brevis TMW 1.2112. The fermentation broth of L. brevis TMW 1.2112 was analyzed for changes in viscosity, β-glucan, and D-glucose concentrations during the exponential, stationary, and early death phases. While the viscosity reached its maximum during the stationary phase and subsequently decreased, the β-glucan concentration only increased to a plateau. Results were correlated with secretome and proteome data to identify involved enzymes and pathways. The suggested pathway for β-glucan biosynthesis involved a β-1,3 glucan synthase (GT2) and enzymes from maltose phosphorylase (MP) operons. The decreased viscosity appeared to be associated with cell lysis as the β-glucan concentration did not decrease, most likely due to missing extracellular carbohydrate active enzymes. In addition, an operon was discovered containing known moonlighting genes, all of which were detected in both proteome and secretome samples.
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Affiliation(s)
- Julia A. Bockwoldt
- Lehrstuhl für Mikrobiologie, Technische Universität München, 85354 Freising, Germany;
| | - Chen Meng
- Bayerisches Zentrum für Biomolekulare Massenspektrometrie (BayBioMS), Technische Universität München, 85354 Freising, Germany; (C.M.); (C.L.)
| | - Christina Ludwig
- Bayerisches Zentrum für Biomolekulare Massenspektrometrie (BayBioMS), Technische Universität München, 85354 Freising, Germany; (C.M.); (C.L.)
| | - Michael Kupetz
- Lehrstuhl für Brau- und Getränketechnologie, Technische Universität München, 85354 Freising, Germany;
| | - Matthias A. Ehrmann
- Lehrstuhl für Mikrobiologie, Technische Universität München, 85354 Freising, Germany;
- Correspondence:
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Brandsma JB, Rustandi N, Brinkman J, Wolkers‐Rooijackers JCM, Zwietering MH, Smid EJ. Pivotal role of cheese salting method for the production of 3‐methylbutanal by
Lactococcus lactis. INT J DAIRY TECHNOL 2021. [DOI: 10.1111/1471-0307.12839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
| | | | | | | | - Marcel H Zwietering
- Wageningen University & Research Food Microbiology P.O. Box 17 6700 AA Wageningen The Netherlands
| | - Eddy J Smid
- Wageningen University & Research Food Microbiology P.O. Box 17 6700 AA Wageningen The Netherlands
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van Tatenhove-Pel RJ, de Groot DH, Bisseswar AS, Teusink B, Bachmann H. Population dynamics of microbial cross-feeding are determined by co-localization probabilities and cooperation-independent cheater growth. THE ISME JOURNAL 2021; 15:3050-3061. [PMID: 33953364 PMCID: PMC8443577 DOI: 10.1038/s41396-021-00986-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 03/29/2021] [Accepted: 04/09/2021] [Indexed: 02/01/2023]
Abstract
As natural selection acts on individual organisms the evolution of costly cooperation between microorganisms is an intriguing phenomenon. Introduction of spatial structure to privatize exchanged molecules can explain the evolution of cooperation. However, in many natural systems cells can also grow to low cell concentrations in the absence of these exchanged molecules, thus showing "cooperation-independent background growth". We here serially propagated a synthetic cross-feeding consortium of lactococci in the droplets of a water-in-oil emulsion, essentially mimicking group selection with varying founder population sizes. The results show that when the growth of cheaters completely depends on cooperators, cooperators outcompete cheaters. However, cheaters outcompete cooperators when they can independently grow to only ten percent of the consortium carrying capacity. This result is the consequence of a probabilistic effect, as low founder population sizes in droplets decrease the frequency of cooperator co-localization. Cooperator-enrichment can be recovered by increasing the founder population size in droplets to intermediate values. Together with mathematical modelling our results suggest that co-localization probabilities in a spatially structured environment leave a small window of opportunity for the evolution of cooperation between organisms that do not benefit from their cooperative trait when in isolation or form multispecies aggregates.
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Affiliation(s)
- Rinke J. van Tatenhove-Pel
- grid.12380.380000 0004 1754 9227Systems Biology Lab, Amsterdam Institute of Molecular and Life Sciences, VU University Amsterdam, de Boelelaan 1108, Amsterdam, The Netherlands ,grid.5292.c0000 0001 2097 4740Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, Delft, The Netherlands
| | - Daan H. de Groot
- grid.12380.380000 0004 1754 9227Systems Biology Lab, Amsterdam Institute of Molecular and Life Sciences, VU University Amsterdam, de Boelelaan 1108, Amsterdam, The Netherlands
| | - Anjani S. Bisseswar
- grid.12380.380000 0004 1754 9227Systems Biology Lab, Amsterdam Institute of Molecular and Life Sciences, VU University Amsterdam, de Boelelaan 1108, Amsterdam, The Netherlands
| | - Bas Teusink
- grid.12380.380000 0004 1754 9227Systems Biology Lab, Amsterdam Institute of Molecular and Life Sciences, VU University Amsterdam, de Boelelaan 1108, Amsterdam, The Netherlands
| | - Herwig Bachmann
- grid.12380.380000 0004 1754 9227Systems Biology Lab, Amsterdam Institute of Molecular and Life Sciences, VU University Amsterdam, de Boelelaan 1108, Amsterdam, The Netherlands ,grid.419921.60000 0004 0588 7915NIZO Food Research, Kernhemseweg 2, Ede, The Netherlands
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Serotonin Exposure Improves Stress Resistance, Aggregation, and Biofilm Formation in the Probiotic Enterococcus faecium NCIMB10415. MICROBIOLOGY RESEARCH 2021. [DOI: 10.3390/microbiolres12030043] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
The role of the microbiota–gut–brain axis in maintaining a healthy status is well recognized. In this bidirectional flux, the influence of host hormones on gut bacteria is crucial. However, data on commensal/probiotics are scarce since most reports analyzed the effects of human bioactive compounds on opportunistic strains, highlighting the risk of increased pathogenicity under stimulation. The present investigation examined the modifications induced by 5HT, a tryptophan-derived molecule abundant in the intestine, on the probiotic Enterococcus faecium NCIMB10415. Specific phenotypic modifications concerning the probiotic potential and possible effects of treated bacteria on dendritic cells were explored together with the comparative soluble proteome evaluation. Increased resistance to bile salts and ampicillin in 5HT-stimulated conditions relate with overexpression of specific proteins (among which Zn-beta-lactamases, a Zn-transport protein and a protein involved in fatty acid incorporation into the membrane). Better auto-aggregating properties and biofilm-forming aptitude are consistent with enhanced QS peptide transport. Concerning interaction with the host, E. faecium NCIMB10415 enhanced dendritic cell maturation, but no significant differences were observed between 5HT-treated and untreated bacteria; meanwhile, after 5HT exposure, some moonlight proteins possibly involved in tissue adhesion were found in higher abundance. Finally, the finding in stimulated conditions of a higher abundance of VicR, a protein involved in two-component signal transduction system (VicK/R), suggests the existence of a possible surface receptor (VicK) for 5HT sensing in the strain studied. These overall data indicate that E. faecium NCIMB10415 modifies its physiology in response to 5HT by improving bacterial interactions and resistance to stressors.
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12
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Schimmel P, Kleinjans L, Bongers RS, Knol J, Belzer C. Breast milk urea as a nitrogen source for urease positive Bifidobacterium infantis. FEMS Microbiol Ecol 2021; 97:fiab019. [PMID: 33538807 PMCID: PMC7947585 DOI: 10.1093/femsec/fiab019] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 02/03/2021] [Indexed: 02/06/2023] Open
Abstract
Human milk stimulates a health-promoting gut microbiome in infants. However, it is unclear how the microbiota salvages and processes its required nitrogen from breast milk. Human milk nitrogen sources such as urea could contribute to the composition of this early life microbiome. Urea is abundant in human milk, representing a large part of the non-protein nitrogen (NPN). We found that B. longum subsp. infantis (ATCC17930) can use urea as a main source of nitrogen for growth in synthetic medium and enzyme activity was induced by the presence of urea in the medium. We furthermore confirmed the expression of both urease protein subunits and accessory proteins of B. longum subsp. infantis through proteomics. To the same end, metagenome data were mined for urease-related genes. It was found that the breastfed infant's microbiome possessed more urease-related genes than formula fed infants (51.4:22.1; 2.3-fold increase). Bifidobacteria provided a total of 106 of urease subunit alpha alignments, found only in breastfed infants. These experiments show how an important gut commensal that colonizes the infant intestine can metabolize urea. The results presented herein further indicate how dietary nitrogen can determine bacterial metabolism in the neonate gut and shape the overall microbiome.
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Affiliation(s)
- Patrick Schimmel
- Laboratory of Microbiology, Wageningen University & Research, Stippeneng 4, Helix Building, 6708 WE, Wageningen, the Netherlands
| | - Lennart Kleinjans
- Laboratory of Microbiology, Wageningen University & Research, Stippeneng 4, Helix Building, 6708 WE, Wageningen, the Netherlands
| | - Roger S Bongers
- Danone Nutricia Research, Uppsalalaan 12, 3584CT Utrecht, the Netherlands
| | - Jan Knol
- Laboratory of Microbiology, Wageningen University & Research, Stippeneng 4, Helix Building, 6708 WE, Wageningen, the Netherlands
- Danone Nutricia Research, Uppsalalaan 12, 3584CT Utrecht, the Netherlands
| | - Clara Belzer
- Laboratory of Microbiology, Wageningen University & Research, Stippeneng 4, Helix Building, 6708 WE, Wageningen, the Netherlands
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13
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van Tatenhove-Pel RJ, Rijavec T, Lapanje A, van Swam I, Zwering E, Hernandez-Valdes JA, Kuipers OP, Picioreanu C, Teusink B, Bachmann H. Microbial competition reduces metabolic interaction distances to the low µm-range. THE ISME JOURNAL 2021; 15:688-701. [PMID: 33077887 PMCID: PMC8027890 DOI: 10.1038/s41396-020-00806-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 09/21/2020] [Accepted: 10/02/2020] [Indexed: 01/12/2023]
Abstract
Metabolic interactions between cells affect microbial community compositions and hence their function in ecosystems. It is well-known that under competition for the exchanged metabolite, concentration gradients constrain the distances over which interactions can occur. However, interaction distances are typically quantified in two-dimensional systems or without accounting for competition or other metabolite-removal, conditions which may not very often match natural ecosystems. We here analyze the impact of cell-to-cell distance on unidirectional cross-feeding in a three-dimensional aqueous system with competition for the exchanged metabolite. Effective interaction distances were computed with a reaction-diffusion model and experimentally verified by growing a synthetic consortium of 1 µm-sized metabolite producer, receiver, and competitor cells in different spatial structures. We show that receivers cannot interact with producers located on average 15 µm away from them, as product concentration gradients flatten close to producer cells. We developed an aggregation protocol and varied the receiver cells' product affinity, to show that within producer-receiver aggregates even low-affinity receiver cells could interact with producers. These results show that competition or other metabolite-removal of a public good in a three-dimensional system reduces metabolic interaction distances to the low µm-range, highlighting the importance of concentration gradients as physical constraint for cellular interactions.
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Affiliation(s)
- Rinke J van Tatenhove-Pel
- Systems Biology Lab, Amsterdam Institute of Molecular and Life Sciences, VU University Amsterdam, de Boelelaan 1108, 1081HV, Amsterdam, The Netherlands
| | - Tomaž Rijavec
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000, Ljubljana, Slovenia
| | - Aleš Lapanje
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000, Ljubljana, Slovenia
| | - Iris van Swam
- Systems Biology Lab, Amsterdam Institute of Molecular and Life Sciences, VU University Amsterdam, de Boelelaan 1108, 1081HV, Amsterdam, The Netherlands
| | - Emile Zwering
- Systems Biology Lab, Amsterdam Institute of Molecular and Life Sciences, VU University Amsterdam, de Boelelaan 1108, 1081HV, Amsterdam, The Netherlands
| | - Jhonatan A Hernandez-Valdes
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Nijenborgh 7, 9747AG, Groningen, The Netherlands
| | - Oscar P Kuipers
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Nijenborgh 7, 9747AG, Groningen, The Netherlands
| | - Cristian Picioreanu
- Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, 2629HZ, Delft, The Netherlands
| | - Bas Teusink
- Systems Biology Lab, Amsterdam Institute of Molecular and Life Sciences, VU University Amsterdam, de Boelelaan 1108, 1081HV, Amsterdam, The Netherlands
| | - Herwig Bachmann
- Systems Biology Lab, Amsterdam Institute of Molecular and Life Sciences, VU University Amsterdam, de Boelelaan 1108, 1081HV, Amsterdam, The Netherlands.
- NIZO Food Research, Kernhemseweg 2, 6718ZB, Ede, The Netherlands.
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14
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Laroute V, Mazzoli R, Loubière P, Pessione E, Cocaign-Bousquet M. Environmental Conditions Affecting GABA Production in Lactococcus lactis NCDO 2118. Microorganisms 2021; 9:microorganisms9010122. [PMID: 33430203 PMCID: PMC7825684 DOI: 10.3390/microorganisms9010122] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 12/30/2020] [Accepted: 01/04/2021] [Indexed: 01/19/2023] Open
Abstract
GABA (γ-aminobutyric acid) production has been widely described as an adaptive response to abiotic stress, allowing bacteria to survive in harsh environments. This work aimed to clarify and understand the relationship between GABA production and bacterial growth conditions, with particular reference to osmolarity. For this purpose, Lactococcus lactis NCDO 2118, a GABA-producing strain, was grown in glucose-supplemented chemically defined medium containing 34 mM L-glutamic acid, and different concentrations of salts (chloride, sulfate or phosphate ions) or polyols (sorbitol, glycerol). Unexpectedly, our data demonstrated that GABA production was not directly related to osmolarity. Chloride ions were the most significant factor influencing GABA yield in response to acidic stress while sulfate ions did not enhance GABA production. We demonstrated that the addition of chloride ions increased the glutamic acid decarboxylase (GAD) synthesis and the expression of the gadBC genes. Finally, under fed-batch conditions in a complex medium supplemented with 0.3 M NaCl and after a pH shift to 4.6, L. lactis NCDO 2118 was able to produce up to 413 mM GABA from 441 mM L-glutamic acid after only 56 h of culture, revealing the potential of L. lactis strains for intensive production of this bioactive molecule.
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Affiliation(s)
- Valérie Laroute
- TBI, Université de Toulouse, CNRS, INRAE, INSA, 31077 Toulouse, France;
- Correspondence: (V.L.); (M.C.-B.)
| | - Roberto Mazzoli
- Department of Life Sciences and Systems Biology, University of Turin, Via Accademia Albertina 13, 10123 Turin, Italy; (R.M.); (E.P.)
| | - Pascal Loubière
- TBI, Université de Toulouse, CNRS, INRAE, INSA, 31077 Toulouse, France;
| | - Enrica Pessione
- Department of Life Sciences and Systems Biology, University of Turin, Via Accademia Albertina 13, 10123 Turin, Italy; (R.M.); (E.P.)
| | - Muriel Cocaign-Bousquet
- TBI, Université de Toulouse, CNRS, INRAE, INSA, 31077 Toulouse, France;
- Correspondence: (V.L.); (M.C.-B.)
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15
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Özcan E, Seven M, Şirin B, Çakır T, Nikerel E, Teusink B, Toksoy Öner E. Dynamic co-culture metabolic models reveal the fermentation dynamics, metabolic capacities and interplays of cheese starter cultures. Biotechnol Bioeng 2020; 118:223-237. [PMID: 32926401 PMCID: PMC7971941 DOI: 10.1002/bit.27565] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 08/19/2020] [Accepted: 09/09/2020] [Indexed: 01/06/2023]
Abstract
In this study, we have investigated the cheese starter culture as a microbial community through a question: can the metabolic behaviour of a co-culture be explained by the characterized individual organism that constituted the co-culture? To address this question, the dairy-origin lactic acid bacteria Lactococcus lactis subsp. cremoris, Lactococcus lactis subsp. lactis, Streptococcus thermophilus and Leuconostoc mesenteroides, commonly used in cheese starter cultures, were grown in pure and four different co-cultures. We used a dynamic metabolic modelling approach based on the integration of the genome-scale metabolic networks of the involved organisms to simulate the co-cultures. The strain-specific kinetic parameters of dynamic models were estimated using the pure culture experiments and they were subsequently applied to co-culture models. Biomass, carbon source, lactic acid and most of the amino acid concentration profiles simulated by the co-culture models fit closely to the experimental results and the co-culture models explained the mechanisms behind the dynamic microbial abundance. We then applied the co-culture models to estimate further information on the co-cultures that could not be obtained by the experimental method used. This includes estimation of the profile of various metabolites in the co-culture medium such as flavour compounds produced and the individual organism level metabolic exchange flux profiles, which revealed the potential metabolic interactions between organisms in the co-cultures.
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Affiliation(s)
- Emrah Özcan
- Systems Biology, Amsterdam Institute of Molecular and Life Sciences (AIMMS), VU Amsterdam, Amsterdam, The Netherlands.,Department of Bioengineering, IBSB, Marmara University, Istanbul, Turkey
| | - Merve Seven
- Genetics and Bioengineering Department, Yeditepe University, Istanbul, Turkey
| | - Burcu Şirin
- Genetics and Bioengineering Department, Yeditepe University, Istanbul, Turkey
| | - Tunahan Çakır
- Department of Bioengineering, Gebze Technical University, Gebze, Kocaeli, Turkey
| | - Emrah Nikerel
- Genetics and Bioengineering Department, Yeditepe University, Istanbul, Turkey
| | - Bas Teusink
- Systems Biology, Amsterdam Institute of Molecular and Life Sciences (AIMMS), VU Amsterdam, Amsterdam, The Netherlands
| | - Ebru Toksoy Öner
- Department of Bioengineering, IBSB, Marmara University, Istanbul, Turkey
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16
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Sano A, Takatera M, Kawai M, Ichinose R, Yamasaki-Yashiki S, Katakura Y. Suppression of lactate production by aerobic fed-batch cultures of Lactococcus lactis. J Biosci Bioeng 2020; 130:402-408. [PMID: 32669208 DOI: 10.1016/j.jbiosc.2020.06.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 06/01/2020] [Accepted: 06/07/2020] [Indexed: 11/20/2022]
Abstract
Aerobic fed-batch cultures were studied as a means of suppressing the production of lactate, which inhibits the growth of lactic acid bacteria (LAB). LAB produce lactate via lactate dehydrogenase (LDH), regenerating nicotinamide adenine dinucleotide (NAD+) consumed during glycolysis. Therefore, we focused on NADH oxidase (NOX), employing oxygen as an electron acceptor, as an alternative pathway to LDH for NAD+ regeneration. To avoid glucose repression of NOX and NAD+ consumption by glycolysis exceeding NAD+ regeneration by NOX, glucose was fed gradually. When Lactococcus lactis MG 1363 was aerobically fed at a specific growth rate of 0.2 h-1, the amount of lactate produced per amount of grown cell was reduced to 12% of that in anaerobic batch cultures. Metabolic flux analysis revealed that in addition to NAD+ regeneration by NOX, ATP acquisition by production of acetate and NAD+ regeneration by production of acetoin and 2,3-butanediol contributed to suppression of lactate production.
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Affiliation(s)
- Anna Sano
- Graduate School of Science and Engineering, Kansai University, 3-3-35 Yamate, Suita, Osaka 564-8680, Japan.
| | - Misato Takatera
- Department of Life Science and Biotechnology, Faculty of Chemistry, Materials and Bioengineering, Kansai University, 3-3-35 Yamate, Suita, Osaka 564-8680, Japan.
| | - Mio Kawai
- Graduate School of Science and Engineering, Kansai University, 3-3-35 Yamate, Suita, Osaka 564-8680, Japan.
| | - Ryo Ichinose
- Graduate School of Science and Engineering, Kansai University, 3-3-35 Yamate, Suita, Osaka 564-8680, Japan.
| | - Shino Yamasaki-Yashiki
- Department of Life Science and Biotechnology, Faculty of Chemistry, Materials and Bioengineering, Kansai University, 3-3-35 Yamate, Suita, Osaka 564-8680, Japan.
| | - Yoshio Katakura
- Department of Life Science and Biotechnology, Faculty of Chemistry, Materials and Bioengineering, Kansai University, 3-3-35 Yamate, Suita, Osaka 564-8680, Japan.
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17
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Suppression of lactate production in fed-batch culture of some lactic acid bacteria with sucrose as the carbon source. J Biosci Bioeng 2019; 129:535-540. [PMID: 31836379 DOI: 10.1016/j.jbiosc.2019.11.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 11/13/2019] [Accepted: 11/14/2019] [Indexed: 11/22/2022]
Abstract
We report a method for suppression of lactate production by lactic acid bacteria (LAB) in culture. LAB produce lactate to regenerate NAD+ that is consumed during glycolysis. Glucose suppresses NAD+ regeneration pathways other than lactate dehydrogenase and non-glycolytic ATP production pathways. Therefore, the carbon source was changed to sucrose, and fed-batch culture was performed to limit the glycolytic flux and thus suppress lactate production. As a result, lactate productivity (i.e., the amount of lactate produced per amount of grown cell) in the sucrose/fed-batch culture was decreased compared to that in glucose/batch culture, in all five LAB strains examined. The productivity level decreased to 24% and 46% in Lactobacillus reuteri JCM 1112 and Lactococcus lactis JCM 7638, respectively. Metabolic flux analysis of Lactobacillus reuteri JCM 1112 revealed increased contributions of the mannitol production pathway to NAD+ regeneration and the arginine deiminase pathway to ATP production in the sucrose/fed-batch culture.
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18
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Özcan E, Selvi SS, Nikerel E, Teusink B, Toksoy Öner E, Çakır T. A genome-scale metabolic network of the aroma bacterium Leuconostoc mesenteroides subsp. cremoris. Appl Microbiol Biotechnol 2019; 103:3153-3165. [PMID: 30712128 DOI: 10.1007/s00253-019-09630-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2018] [Revised: 12/14/2018] [Accepted: 01/06/2019] [Indexed: 12/16/2022]
Abstract
Leuconostoc mesenteroides subsp. cremoris is an obligate heterolactic fermentative lactic acid bacterium that is mostly used in industrial dairy fermentations. The phosphoketolase pathway (PKP) is a unique feature of the obligate heterolactic fermentation, which leads to the production of lactate, ethanol, and/or acetate, and the final product profile of PKP highly depends on the energetics and redox state of the organism. Another characteristic of the L. mesenteroides subsp. cremoris is the production of aroma compounds in dairy fermentation, such as in cheese production, through the utilization of citrate. Considering its importance in dairy fermentation, a detailed metabolic characterization of the organism is necessary for its more efficient use in the industry. To this aim, a genome-scale metabolic model of dairy-origin L. mesenteroides subsp. cremoris ATCC 19254 (iLM.c559) was reconstructed to explain the energetics and redox state mechanisms of the organism in full detail. The model includes 559 genes governing 1088 reactions between 1129 metabolites, and the reactions cover citrate utilization and citrate-related flavor metabolism. The model was validated by simulating co-metabolism of glucose and citrate and comparing the in silico results to our experimental results. Model simulations further showed that, in co-metabolism of citrate and glucose, no flavor compounds were produced when citrate could stimulate the formation of biomass. Significant amounts of flavor metabolites (e.g., diacetyl and acetoin) were only produced when citrate could not enhance growth, which suggests that flavor formation only occurs under carbon and ATP excess. The effects of aerobic conditions and different carbon sources on product profiles and growth were also investigated using the reconstructed model. The analyses provided further insights for the growth stimulation and flavor formation mechanisms of the organism.
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Affiliation(s)
- Emrah Özcan
- Department of Bioengineering, Gebze Technical University, Gebze, Kocaeli, Turkey.,IBSB, Department of Bioengineering, Marmara University, Istanbul, Turkey.,Systems Bioinformatics, Amsterdam Institute for Molecules, Medicines and Systems, VU Amsterdam, Amsterdam, The Netherlands
| | - S Selvin Selvi
- IBSB, Department of Bioengineering, Marmara University, Istanbul, Turkey
| | - Emrah Nikerel
- Genetics and Bioengineering Department, Yeditepe University, Istanbul, Turkey
| | - Bas Teusink
- Systems Bioinformatics, Amsterdam Institute for Molecules, Medicines and Systems, VU Amsterdam, Amsterdam, The Netherlands
| | - Ebru Toksoy Öner
- IBSB, Department of Bioengineering, Marmara University, Istanbul, Turkey
| | - Tunahan Çakır
- Department of Bioengineering, Gebze Technical University, Gebze, Kocaeli, Turkey.
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19
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Tarrah A, de Castilhos J, Rossi RC, Duarte VDS, Ziegler DR, Corich V, Giacomini A. In vitro Probiotic Potential and Anti-cancer Activity of Newly Isolated Folate-Producing Streptococcus thermophilus Strains. Front Microbiol 2018; 9:2214. [PMID: 30283428 PMCID: PMC6156529 DOI: 10.3389/fmicb.2018.02214] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Accepted: 08/30/2018] [Indexed: 12/12/2022] Open
Abstract
Most probiotic strains commercially available today are lactic acid bacteria. Within this functional group, Streptococcus thermophilus is a thermophilic species widely used as starter culture for a huge number of dairy products. Besides being rapid acidifiers, many S. thermophilus strains are able to produce and release folate during growth but, unfortunately, they are seriously impaired during passage through the human gastrointestinal tract. In this work, we studied eight S. thermophilus strains isolated from dairy environments in Italy, which already had shown good technological properties, to evaluate their possible probiotic potential and cytotoxicity against cancer cells in vitro. All strains were also evaluated for some health-related properties such as susceptibility to most common antibiotics, hemolytic activity, resistance to simulated gastrointestinal conditions, bile salts hydrolytic activity, production of folate, adhesion to HT-29 human colorectal adenocarcinoma cells and cytotoxic activity against cancer cells and production of biogenic amines. Results revealed that two fast acidifying S. thermophilus strains were found to possess in vitro probiotic properties along with anticancer activity and production of folate. These properties resulted similar and, in some cases, superior to those of Lactobacillus rhamnosus GG, a well-known commercial probiotic strain. These findings encourage further in vivo studies to evaluate the actual health benefits of these strains on the human host.
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Affiliation(s)
- Armin Tarrah
- Department of Agronomy, Food, Natural Resources, Animals and Environment, University of Padova, Padua, Italy
| | - Juliana de Castilhos
- Department of Nutrition, Universidade do Vale do Rio dos Sinos, São Leopoldo, Brazil
| | | | | | | | - Viviana Corich
- Department of Agronomy, Food, Natural Resources, Animals and Environment, University of Padova, Padua, Italy
| | - Alessio Giacomini
- Department of Agronomy, Food, Natural Resources, Animals and Environment, University of Padova, Padua, Italy
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20
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Mulder J, Wels M, Kuipers OP, Kleerebezem M, Bron PA. Induction of Natural Competence in Genetically-modified Lactococcus lactis. Bio Protoc 2018; 8:e2922. [PMID: 34395748 DOI: 10.21769/bioprotoc.2922] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 06/15/2018] [Accepted: 06/21/2018] [Indexed: 11/02/2022] Open
Abstract
Natural competence can be activated in Lactoccocus lactis subsp lactis and cremoris upon overexpression of ComX, a master regulator of bacterial competence. Herein, we demonstrate a method to activate bacterial competence by regulating the expression of the comX gene by using a nisin-inducible promoter in an L. lactis strain harboring either a chromosomal or plasmid-encoded copy of nisRK. Addition of moderate concentrations of the inducer nisin resulted in concomitant moderate levels of ComX, which led to an optimal transformation rate (1.0 x 10-6 transformants/total cell number/g plasmid DNA). Here, a detailed description of the optimized protocol for competence induction is presented.
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Affiliation(s)
- Joyce Mulder
- NIZO B.V., Ede, The Netherlands.,Molecular Genetics, University of Groningen, Groningen, The Netherlands.,BE-Basic Foundation, Delft, The Netherlands
| | | | - Oscar P Kuipers
- Molecular Genetics, University of Groningen, Groningen, The Netherlands.,BE-Basic Foundation, Delft, The Netherlands
| | - Michiel Kleerebezem
- BE-Basic Foundation, Delft, The Netherlands.,Host-Microbe Interactomics Group, Animal Sciences, Wageningen University, Wageningen, The Netherlands
| | - Peter A Bron
- NIZO B.V., Ede, The Netherlands.,BE-Basic Foundation, Delft, The Netherlands
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21
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Unleashing Natural Competence in Lactococcus lactis by Induction of the Competence Regulator ComX. Appl Environ Microbiol 2017; 83:AEM.01320-17. [PMID: 28778888 DOI: 10.1128/aem.01320-17] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 08/01/2017] [Indexed: 11/20/2022] Open
Abstract
In biotechnological workhorses like Streptococcus thermophilus and Bacillus subtilis, natural competence can be induced, which facilitates genetic manipulation of these microbes. However, in strains of the important dairy starter Lactococcus lactis, natural competence has not been established to date. However, in silico analysis of the complete genome sequences of 43 L. lactis strains revealed complete late competence gene sets in 2 L. lactis subsp. cremoris strains (KW2 and KW10) and at least 10 L. lactis subsp. lactis strains, including the model strain IL1403 and the plant-derived strain KF147. The remainder of the strains, including all dairy isolates, displayed genomic decay in one or more of the late competence genes. Nisin-controlled expression of the competence regulator comX in L. lactis subsp. lactis KF147 resulted in the induction of expression of the canonical competence regulon and elicited a state of natural competence in this strain. In contrast, comX expression in L. lactis NZ9000, which was predicted to encode an incomplete competence gene set, failed to induce natural competence. Moreover, mutagenesis of the comEA-EC operon in strain KF147 abolished the comX-driven natural competence, underlining the involvement of the competence machinery. Finally, introduction of nisin-inducible comX expression into nisRK-harboring derivatives of strains IL1403 and KW2 allowed the induction of natural competence in these strains also, expanding this phenotype to other L. lactis strains of both subspecies.IMPORTANCE Specific bacterial species are able to enter a state of natural competence in which DNA is taken up from the environment, allowing the introduction of novel traits. Strains of the species Lactococcus lactis are very important starter cultures for the fermentation of milk in the cheese production process, where these bacteria contribute to the flavor and texture of the end product. The activation of natural competence in this industrially relevant organism can accelerate research aiming to understand industrially relevant traits of these bacteria and can facilitate engineering strategies to harness the natural biodiversity of the species in optimized starter strains.
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22
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Laroute V, Yasaro C, Narin W, Mazzoli R, Pessione E, Cocaign-Bousquet M, Loubière P. GABA Production in Lactococcus lactis Is Enhanced by Arginine and Co-addition of Malate. Front Microbiol 2016; 7:1050. [PMID: 27458444 PMCID: PMC4934118 DOI: 10.3389/fmicb.2016.01050] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Accepted: 06/22/2016] [Indexed: 11/13/2022] Open
Abstract
Lactococcus lactis NCDO 2118 was previously selected for its ability to decarboxylate glutamate to γ-aminobutyric acid (GABA), an interesting nutritional supplement able to improve mood and relaxation. Amino acid decarboxylation is generally considered as among the biochemical systems allowing lactic acid bacteria to counteracting acidic stress and obtaining metabolic energy. These strategies also include arginine deiminase pathway and malolactic fermentation but little is known about their possible interactions of with GABA production. In the present study, the effects of glutamate, arginine, and malate (i.e., the substrates of these acid-resistance pathways) on L. lactis NCDO 2118 growth and GABA production performances were analyzed. Both malate and arginine supplementation resulted in an efficient reduction of acidity and improvement of bacterial biomass compared to glutamate supplementation. Glutamate decarboxylation was limited to narrow environmental conditions (pH < 5.1) and physiological state (stationary phase). However, some conditions were able to improve GABA production or activate glutamate decarboxylation system even outside of this compass. Arginine clearly stimulated glutamate decarboxylation: the highest GABA production (8.6 mM) was observed in cultures supplemented with both arginine and glutamate. The simultaneous addition of arginine, malate, and glutamate enabled earlier GABA production (i.e., during exponential growth) at relatively high pH (6.5). As far as we know, no previous study has reported GABA production in such conditions. Although further studies are needed to understand the molecular basis of these phenomena, these results represent important keys suitable of application in GABA production processes.
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Affiliation(s)
- Valérie Laroute
- Laboratoire d’Ingénierie des Systéms Biologiques et des Procédés, Université de Toulouse, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, Institut National des Sciences Appliquées, ToulouseFrance
| | - Chonthicha Yasaro
- Laboratoire d’Ingénierie des Systéms Biologiques et des Procédés, Université de Toulouse, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, Institut National des Sciences Appliquées, ToulouseFrance
| | - Waranya Narin
- Laboratoire d’Ingénierie des Systéms Biologiques et des Procédés, Université de Toulouse, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, Institut National des Sciences Appliquées, ToulouseFrance
| | - Roberto Mazzoli
- Dipartimento di Scienze della Vita e Biologia dei Sistemi, Università degli Studi di TorinoTurin, Italy
| | - Enrica Pessione
- Dipartimento di Scienze della Vita e Biologia dei Sistemi, Università degli Studi di TorinoTurin, Italy
| | - Muriel Cocaign-Bousquet
- Laboratoire d’Ingénierie des Systéms Biologiques et des Procédés, Université de Toulouse, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, Institut National des Sciences Appliquées, ToulouseFrance
| | - Pascal Loubière
- Laboratoire d’Ingénierie des Systéms Biologiques et des Procédés, Université de Toulouse, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, Institut National des Sciences Appliquées, ToulouseFrance
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Shao J, Marcondes MFM, Oliveira V, Broos J. Development of Chemically Defined Media to Express Trp-Analog-Labeled Proteins in a Lactococcus lactis Trp Auxotroph. J Mol Microbiol Biotechnol 2016; 26:269-76. [PMID: 27172771 DOI: 10.1159/000445687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Accepted: 03/20/2016] [Indexed: 11/19/2022] Open
Abstract
Chemically defined media for growth of Lactococcus lactis strains contain about 50 components, making them laborious and expensive growth media. However, they are crucial for metabolism studies as well as for expression of heterologous proteins labeled with unnatural amino acids. In particular, the L. lactis Trp auxotroph PA1002, overexpressing the tryptophanyl tRNA synthetase enzyme of L. lactis, is very suitable for the biosynthetic incorporation of Trp analogs in proteins because of its most relaxed substrate specificity reported towards Trp analogs. Here we present two much simpler defined media for L. lactis, which consist of only 24 or 31 components, respectively, and with which the L. lactis Trp auxotroph shows similar growth characteristics as with a 50-component chemically defined medium. Importantly, the expression levels of two recombinant proteins used for evaluation were up to 2-3 times higher in these new media than in the 50-component medium, without affecting the Trp analog incorporation efficiency. Taken together, the simplest chemically defined media reported so far for L. lactis are presented. Since L. lactis also shows auxotrophy for Arg, His, Ile, Leu Val, and Met, our simplified media may also be useful for the biosynthetic incorporation of analogs of these five amino acids.
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Affiliation(s)
- Jinfeng Shao
- Laboratory of Biophysical Chemistry and Groningen Biomolecular Sciences and Biotechnology Institute (GBB), University of Groningen, Groningen, The Netherlands
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Chen MM, Li AL, Sun MC, Feng Z, Meng XC, Wang Y. Optimization of the quenching method for metabolomics analysis of Lactobacillus bulgaricus. J Zhejiang Univ Sci B 2015; 15:333-42. [PMID: 24711354 DOI: 10.1631/jzus.b1300149] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
This study proposed a quenching protocol for metabolite analysis of Lactobacillus delbrueckii subsp. bulgaricus. Microbial cells were quenched with 60% methanol/water, 80% methanol/glycerol, or 80% methanol/water. The effect of the quenching process was assessed by the optical density (OD)-based method, flow cytometry, and gas chromatography-mass spectrometry (GC-MS). The principal component analysis (PCA) and orthogonal partial least squares-discriminant analysis (OPLS-DA) were employed for metabolite identification. The results indicated that quenching with 80% methanol/water solution led to less damage to the L. bulgaricus cells, characterized by the lower relative fraction of prodium iodide (PI)-labeled cells and the higher OD recovery ratio. Through GC-MS analysis, higher levels of intracellular metabolites (including focal glutamic acid, aspartic acid, alanine, and AMP) and a lower leakage rate were detected in the sample quenched with 80% methanol/water compared with the others. In conclusion, we suggested a higher concentration of cold methanol quenching for L. bulgaricus metabolomics due to its decreasing metabolite leakage.
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Affiliation(s)
- Ming-ming Chen
- MOE Key Laboratory of Dairy Science, College of Food Science, Northeast Agricultural University, Harbin 150030, China; School of Public Health, Jilin Medical College, Jilin 132013, China
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25
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Dijkstra AR, Alkema W, Starrenburg MJC, Hugenholtz J, van Hijum SAFT, Bron PA. Fermentation-induced variation in heat and oxidative stress phenotypes of Lactococcus lactis MG1363 reveals transcriptome signatures for robustness. Microb Cell Fact 2014; 13:148. [PMID: 25366036 PMCID: PMC4229599 DOI: 10.1186/s12934-014-0148-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2014] [Accepted: 10/12/2014] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Lactococcus lactis is industrially employed to manufacture various fermented dairy products. The most cost-effective method for the preservation of L. lactis starter cultures is spray drying, but during this process cultures encounter heat and oxidative stress, typically resulting in low survival rates. However, viability of starter cultures is essential for their adequate contribution to milk fermentation, supporting the ambition to better understand and improve their robustness phenotypes. RESULTS This study describes a transcriptome-phenotype matching approach in which the starter L. lactis MG1363 was fermented under a variety of conditions that differed in the levels of oxygen and/or salt, as well as the fermentation pH and temperature. Samples derived from these fermentations in the exponential phase of bacterial growth were analyzed by full-genome transcriptomics and the assessment of heat and oxidative stress phenotypes. Variations in the fermentation conditions resulted in up to 1000-fold differences in survival during heat and oxidative stress. More specifically, aeration during fermentation induced protection against heat stress, whereas a relatively high fermentation temperature resulted in enhanced robustness towards oxidative stress. Concomitantly, oxygen levels and fermentation temperature induced differential expression of markedly more genes when compared with the other fermentation parameters. Correlation analysis of robustness phenotypes and gene expression levels revealed transcriptome signatures for oxidative and/or heat stress survival, including the metC-cysK operon involved in methionine and cysteine metabolism. To validate this transcriptome-phenotype association we grew L. lactis MG1363 in the absence of cysteine which led to enhanced robustness towards oxidative stress. CONCLUSIONS Overall, we demonstrated the importance of careful selection of fermentation parameters prior to industrial processing of starter cultures. Furthermore, established stress genes as well as novel genes were associated with robustness towards heat and/or oxidative stress. Assessment of the expression levels of this group of genes could function as an indicator for enhanced selection of fermentation parameters resulting in improved robustness during spray drying. The increased robustness after growth without cysteine appeared to confirm the role of expression of the metC-cysK operon as an indicator of robustness and suggests that sulfur amino acid metabolism plays a pivotal role in oxidative stress survival.
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Affiliation(s)
- Annereinou R Dijkstra
- Kluyver Centre for Genomics of Industrial Fermentation, P.O. Box 5057, 2600, Delft, GA, The Netherlands.
- NIZO food research, P.O. Box 20, 6710, Ede, BA, The Netherlands.
- Universiteit van Amsterdam, Swammerdam Institute for Life Sciences, Science Park 904, 1098, Amsterdam, XH, The Netherlands.
| | - Wynand Alkema
- Kluyver Centre for Genomics of Industrial Fermentation, P.O. Box 5057, 2600, Delft, GA, The Netherlands.
- NIZO food research, P.O. Box 20, 6710, Ede, BA, The Netherlands.
- Centre for Molecular and Biomolecular Informatics, Radboud University Medical Center, P.O. Box 9101, 6500, Nijmegen, HB, The Netherlands.
| | | | - Jeroen Hugenholtz
- Universiteit van Amsterdam, Swammerdam Institute for Life Sciences, Science Park 904, 1098, Amsterdam, XH, The Netherlands.
| | - Sacha A F T van Hijum
- Kluyver Centre for Genomics of Industrial Fermentation, P.O. Box 5057, 2600, Delft, GA, The Netherlands.
- NIZO food research, P.O. Box 20, 6710, Ede, BA, The Netherlands.
- Centre for Molecular and Biomolecular Informatics, Radboud University Medical Center, P.O. Box 9101, 6500, Nijmegen, HB, The Netherlands.
- TI Food & Nutrition, Nieuwe Kanaal 9A, 6709, Wageningen, PA, The Netherlands.
| | - Peter A Bron
- Kluyver Centre for Genomics of Industrial Fermentation, P.O. Box 5057, 2600, Delft, GA, The Netherlands.
- NIZO food research, P.O. Box 20, 6710, Ede, BA, The Netherlands.
- TI Food & Nutrition, Nieuwe Kanaal 9A, 6709, Wageningen, PA, The Netherlands.
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Novel exopolysaccharides produced by Lactococcus lactis subsp. lactis, and the diversity of epsE genes in the exopolysaccharide biosynthesis gene clusters. Biosci Biotechnol Biochem 2013; 77:2013-8. [PMID: 24096663 DOI: 10.1271/bbb.130322] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
To characterize novel variations of exopolysaccharides (EPSs) produced by dairy strains of Lactococcus lactis subsp. lactis and subsp. cremoris, the EPSs of five dairy strains of L. lactis were purified. Sugar composition analysis showed two novel EPSs produced by strains of L. lactis subsp. lactis. One strain produced EPS lacking galactose, and the other produced EPS containing fucose. Among the eps gene clusters of these strains, the highly conserved epsD and its neighboring epsE were sequenced. Sequence and PCR analysis revealed that epsE genes were strain-specific. By Southern blot analysis using epsD, the eps gene cluster in each strain was found to locate to the chromosome or a very large plasmid. This is the first report on the identification of two novel EPSs in L. lactis subsp. lactis. The strains can be detected among other strains by using epsE genes specific to them.
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Zirex: a novel zinc-regulated expression system for Lactococcus lactis. Appl Environ Microbiol 2013; 79:4503-8. [PMID: 23666339 DOI: 10.1128/aem.00866-13] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Here, we report a new zinc-inducible expression system for Lactococcus lactis, called Zirex, consisting of the pneumococcal repressor SczA and PczcD. PczcD tightly regulates the expression of green fluorescent protein in L. lactis. We show the applicability of Zirex together with the nisin-controlled expression system, enabling simultaneous but independent regulation of different genes.
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Chemically defined media and auxotrophy of the prolific l-lactic acid producer Lactococcus lactis IO-1. J Biosci Bioeng 2013; 115:481-4. [PMID: 23287501 DOI: 10.1016/j.jbiosc.2012.11.024] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2012] [Revised: 11/27/2012] [Accepted: 11/28/2012] [Indexed: 11/23/2022]
Abstract
Two chemically defined media, CDM-1G and CDM-1X, that use glucose and xylose as carbon sources, respectively, were prepared for Lactococcus lactis strain IO-1. The maximal cell density at 600 nm in CDM-1G exceeded 2. Omission growth experiments indicated that IO-1 is auxotrophic for 2 vitamins and 6 amino acids.
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García-Cayuela T, Gómez de Cadiñanos LP, Peláez C, Requena T. Expression in Lactococcus lactis of functional genes related to amino acid catabolism and cheese aroma formation is influenced by branched chain amino acids. Int J Food Microbiol 2012; 159:207-13. [PMID: 23107499 DOI: 10.1016/j.ijfoodmicro.2012.09.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2012] [Revised: 09/03/2012] [Accepted: 09/09/2012] [Indexed: 11/27/2022]
Abstract
Formation of cheese aroma compounds by Lactococcus lactis from amino acid catabolism depends on a complex network of reactions, which involve enzymes such as aminotransferases, dehydrogenases, lyases, and decarboxylases, among others. Based on the ability of some L. lactis strains to grow with low requirements of amino acids, we have studied in L. lactis IFPL730 the effect of the branched chain amino acid (BCAA) content on the expression of functional genes related to amino acid catabolism and aroma compound formation (araT, bcaT, kivD, ytjE and panE). L. lactis IFPL730 growth rate decreased under leucine, valine or isoleucine starvation but the strain reached similar viable counts at the stationary phase in all culture conditions studied. The level of expression of some genes encoding enzymes involved in amino acid catabolism changed significantly (P<0.05) when those conditions were compared. Specially, α-ketoisovalerate decarboxylase (kivD), BCAA-specific aminotransferase (bcaT) and C-S lyase (yjtE) gene expressions increased markedly by both isoleucine and valine starvation. In addition to gene expression, formation of volatile compounds was determined in all growth conditions. The results showed that BCAA starvation conditions caused a significant increase (P<0.05) in the formation of metabolic end products related to cheese aroma, such as 3-methylbutanal and 3-methylbutanol.
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Affiliation(s)
- Tomás García-Cayuela
- Departamento de Biotecnología y Microbiología de Alimentos, Instituto de Investigación en Ciencias de la Alimentación, Madrid, Spain.
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García-Cayuela T, de Cadiñanos LPG, Mohedano ML, de Palencia PF, Boden D, Wells J, Peláez C, López P, Requena T. Fluorescent protein vectors for promoter analysis in lactic acid bacteria and Escherichia coli. Appl Microbiol Biotechnol 2012; 96:171-81. [PMID: 22534822 DOI: 10.1007/s00253-012-4087-z] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2012] [Revised: 04/04/2012] [Accepted: 04/07/2012] [Indexed: 01/22/2023]
Abstract
Fluorescent reporter genes are valuable tools for real-time monitoring of gene expression in living cells. In this study we describe the construction of novel promoter-probe vectors containing a synthetic mCherry fluorescent protein gene, codon-optimized for lactic acid bacteria, divergently linked, or not, to a gene encoding the S65T and F64L variant of the green fluorescent protein. The utility of the transcriptional fusion vectors was demonstrated by the cloning of a single or two divergent promoter regions and by the quantitative evaluation of fluorescence during growth of Lactococcus lactis, Enterococcus faecalis, and Escherichia coli.
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Affiliation(s)
- Tomás García-Cayuela
- Departamento de Biotecnología y Microbiología de Alimentos, Instituto de Investigación en Ciencias de la Alimentación CIAL (CSIC-UAM), CEI UAM+CSIC, Nicolás Cabrera 9, 28049 Madrid, Spain
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31
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Zhang J, Li Y, Chen W, Du GC, Chen J. Glutathione improves the cold resistance of Lactobacillus sanfranciscensis by physiological regulation. Food Microbiol 2012; 31:285-92. [PMID: 22608235 DOI: 10.1016/j.fm.2012.04.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2011] [Revised: 04/01/2012] [Accepted: 04/03/2012] [Indexed: 10/28/2022]
Abstract
The microenvironmental manipulation of glutathione (GSH) on improving cold resistance of Lactobacillus sanfranciscensis DSM 20451(T) was investigated in this study. It was proved that GSH relieves the metabolic disorder of cells under cold stress, and prevents the decreased activities of related key enzymes such as pyruvate kinase (PK), glyceraldehyde-3-phosphate dehydrogenase (GAPDH) and lactate dehydrogenase (LDH) upon cold challenges. Higher intracellular ATP level was also found in cells with GSH under cold stress. Moreover, cells with imported GSH had significantly higher intracellular than the control during cold treatment. In addition, proteomics analysis showed more exciting findings that the protective function of GSH under cold stress was related to metabolic regulation and the multi-control against induced cross-stresses. These results broaden the knowledge about the physiological function of GSH, and suggest a practicable approach to improve the cold resistance of L. sanfranciscensis, a starter culture for sourdough, by the addition of GSH.
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Affiliation(s)
- Juan Zhang
- State Key Laboratory of Food Science and Technology, Jiangnan University, China
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Hydrolysis of β-casein by the cell-envelope-located PI-type protease of Lactococcus lactis: A modelling approach. Int Dairy J 2011. [DOI: 10.1016/j.idairyj.2011.03.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Jayashree S, Rajendhran J, Jayaraman K, Kalaichelvan G, Gunasekaran P. Improvement of Riboflavin Production byLactobacillus fermentumIsolated from Yogurt. FOOD BIOTECHNOL 2011. [DOI: 10.1080/08905436.2011.590769] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Papagianni M, Avramidis N. Lactococcus lactis as a cell factory: A twofold increase in phosphofructokinase activity results in a proportional increase in specific rates of glucose uptake and lactate formation. Enzyme Microb Technol 2011; 49:197-202. [DOI: 10.1016/j.enzmictec.2011.05.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2011] [Accepted: 05/09/2011] [Indexed: 10/18/2022]
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35
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Bustos I, Martínez-Bartolomé MA, Achemchem F, Peláez C, Requena T, Martínez-Cuesta MC. Volatile sulphur compounds-forming abilities of lactic acid bacteria: C-S lyase activities. Int J Food Microbiol 2011; 148:121-7. [PMID: 21636155 DOI: 10.1016/j.ijfoodmicro.2011.05.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2011] [Revised: 04/29/2011] [Accepted: 05/15/2011] [Indexed: 11/24/2022]
Abstract
Volatile sulphur compounds (VSCs) are of prime importance in the overall aroma of cheese and make a significant contribution to their typical flavours. Thus, the control of VSCs formation offers considerable potential for industrial applications. Here, lactic acid bacteria (LAB) from different ecological origins were screened for their abilities to produce VSCs from L-methionine. From the data presented, VSC-forming abilities were shown to be strain-specific and were correlated with the C-S lyase enzymatic activities determined using different approaches. High VSCs formation were detected for those strains that were also shown to possess high thiol-producing abilities (determined either by agar plate or spectrophotometry assays). Moreover, differences in C-S lyase activities were shown to correspond with the enzymatic potential of the strains as determined by in situ gel visualization. Therefore, the assessment of the C-S lyase enzymatic potential, by means of either of these techniques, could be used as a valuable approach for the selection of LAB strains with high VSC-producing abilities thus, representing an effective way to enhance cheese sulphur aroma compounds synthesis. In this regard, this study highlights the flavour forming potential of the Streptococcus thermophilus STY-31, that therefore could be used as a starter culture in cheese manufacture. Furthermore, although C-S lyases are involved in both biosynthetic and catabolic pathways, an association between methionine and cysteine auxotrophy of the selected strains and their VSCs-producing abilities could not be found.
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Affiliation(s)
- Irene Bustos
- Department of Biotechnology and Microbiology, Instituto de Investigación en Ciencias de la Alimentación, CIAL (CSIC-UAM), Nicolás Cabrera 9, 28049 Madrid, Spain
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36
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Wegkamp A, Mars AE, Faijes M, Molenaar D, de Vos RCH, Klaus SMJ, Hanson AD, de Vos WM, Smid EJ. Physiological responses to folate overproduction in Lactobacillus plantarum WCFS1. Microb Cell Fact 2010; 9:100. [PMID: 21167023 PMCID: PMC3014895 DOI: 10.1186/1475-2859-9-100] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2010] [Accepted: 12/17/2010] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Using a functional genomics approach we addressed the impact of folate overproduction on metabolite formation and gene expression in Lactobacillus plantarum WCFS1. We focused specifically on the mechanism that reduces growth rates in folate-overproducing cells. RESULTS Metabolite formation and gene expression were determined in a folate-overproducing- and wild-type strain. Differential metabolomics analysis of intracellular metabolite pools indicated that the pool sizes of 18 metabolites differed significantly between these strains. The gene expression profile was determined for both strains in pH-regulated chemostat culture and batch culture. Apart from the expected overexpression of the 6 genes of the folate gene cluster, no other genes were found to be differentially expressed both in continuous and batch cultures. The discrepancy between the low transcriptome and metabolome response and the 25% growth rate reduction of the folate overproducing strain was further investigated. Folate production per se could be ruled out as a contributing factor, since in the absence of folate production the growth rate of the overproducer was also reduced by 25%. The higher metabolic costs for DNA and RNA biosynthesis in the folate overproducing strain were also ruled out. However, it was demonstrated that folate-specific mRNAs and proteins constitute 8% and 4% of the total mRNA and protein pool, respectively. CONCLUSION Folate overproduction leads to very little change in metabolite levels or overall transcript profile, while at the same time the growth rate is reduced drastically. This shows that Lactobacillus plantarum WCFS1 is unable to respond to this growth rate reduction, most likely because the growth-related transcripts and proteins are diluted by the enormous amount of gratuitous folate-related transcripts and proteins.
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Affiliation(s)
- Arno Wegkamp
- TI Food & Nutrition, Wageningen, Nieuwe Kanaal 9A, 6709 PA, Wageningen, The Netherlands
- NIZO food research, Kernhemseweg 2, P.O. Box 20, 6710 BA, Ede, The Netherlands
| | - Astrid E Mars
- TI Food & Nutrition, Wageningen, Nieuwe Kanaal 9A, 6709 PA, Wageningen, The Netherlands
- Agrotechnology & Food Sciences group, P.O. Box 17, 6700 AA Wageningen, The Netherlands
| | - Magda Faijes
- TI Food & Nutrition, Wageningen, Nieuwe Kanaal 9A, 6709 PA, Wageningen, The Netherlands
- Institut Químic de Sarrià, Universitat Ramon Llull, 08017, Barcelona, Spain
| | - Douwe Molenaar
- TI Food & Nutrition, Wageningen, Nieuwe Kanaal 9A, 6709 PA, Wageningen, The Netherlands
- NIZO food research, Kernhemseweg 2, P.O. Box 20, 6710 BA, Ede, The Netherlands
| | - Ric CH de Vos
- Plant Research International, Wageningen-UR, P.O. Box 16, 6700AA, Wageningen, The Netherlands
| | - Sebastian MJ Klaus
- Horticultural Sciences Department, University of Florida, Gainesville, Florida 32611, USA
- Securetec Detektions-Systeme AG, Eugen-Sänger-Ring 1, 85649 Brunnthal, Germany
| | - Andrew D Hanson
- Horticultural Sciences Department, University of Florida, Gainesville, Florida 32611, USA
| | - Willem M de Vos
- TI Food & Nutrition, Wageningen, Nieuwe Kanaal 9A, 6709 PA, Wageningen, The Netherlands
- Laboratory of Microbiology, Wageningen University, Dreijenplein 10, 6703 HB Wageningen, The Netherlands
| | - Eddy J Smid
- TI Food & Nutrition, Wageningen, Nieuwe Kanaal 9A, 6709 PA, Wageningen, The Netherlands
- Laboratory of Food Microbiology, Wageningen University, Bomenweg 2, P.O. Box 8129, 6700 EV Wageningen, The Netherlands
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Wegkamp A, Teusink B, de Vos WM, Smid EJ. Development of a minimal growth medium for Lactobacillus plantarum. Lett Appl Microbiol 2010; 50:57-64. [PMID: 19874488 DOI: 10.1111/j.1472-765x.2009.02752.x] [Citation(s) in RCA: 72] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
AIM A medium with minimal requirements for the growth of Lactobacillus plantarum WCFS was developed. The composition of the minimal medium was compared to a genome-scale metabolic model of L. plantarum. METHODS AND RESULTS By repetitive single omission experiments, two minimal media were developed: PMM5 (true minimal medium) and PMM7 [a pseudominimal medium, supporting proper biomass formation of 350 mg l(-1) dry weight (DW)]. The specific growth rate of L. plantarum on PMM7 was found to be 50% and 63% lower when compared to growth on established growth media (chemically defined medium and MRS, respectively). Using a genome-scale metabolic model of L. plantarum, it was predicted that PMM5 and PMM7 would not support the growth of L. plantarum. This is because the biosynthesis of para-aminobenzoic acid (pABA) was predicted to be essential for growth. The discrepancy in simulated growth and experimental growth on PMM7 was further investigated for pABA; a molecule which plays an important role in folate production. The growth performance and folate production were determined on PMM7 in the presence and absence of pABA. It was found that a 12,000-fold reduction in folate pools exerted no influence on formation of biomass or growth rate of L. plantarum cultures when grown in the absence of pABA. CONCLUSION Largely reduced folate production pools do not have an effect on the growth of L. plantarum, showing that L. plantarum makes folate in a large excess. SIGNIFICANCE AND IMPACT OF THE STUDY These experiments illustrate the importance of combining genome-scale metabolic models with growth experiments on minimal media.
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Affiliation(s)
- A Wegkamp
- TI Food and Nutrition, Nieuwe Kanaal, Wageningen, The Netherlands
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38
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Mansour S, Bailly J, Landaud S, Monnet C, Sarthou AS, Cocaign-Bousquet M, Leroy S, Irlinger F, Bonnarme P. Investigation of associations of Yarrowia lipolytica, Staphylococcus xylosus, and Lactococcus lactis in culture as a first step in microbial interaction analysis. Appl Environ Microbiol 2009; 75:6422-30. [PMID: 19684166 PMCID: PMC2765154 DOI: 10.1128/aem.00228-09] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2009] [Accepted: 08/10/2009] [Indexed: 11/20/2022] Open
Abstract
The interactions that may occur between microorganisms in different ecosystems have not been adequately studied yet. We investigated yeast-bacterium interactions in a synthetic medium using different culture associations involving the yeast Yarrowia lipolytica 1E07 and two bacteria, Staphylococcus xylosus C2a and Lactococcus lactis LD61. The growth and biochemical characteristics of each microorganism in the different culture associations were studied. The expression of genes related to glucose, lactate, and amino acid catabolism was analyzed by reverse transcription followed by quantitative PCR. Our results show that the growth of Y. lipolytica 1E07 is dramatically reduced by the presence of S. xylosus C2a. As a result of a low amino acid concentration in the medium, the expression of Y. lipolytica genes involved in amino acid catabolism was downregulated in the presence of S. xylosus C2a, even when L. lactis was present in the culture. Furthermore, the production of lactate by both bacteria had an impact on the lactate dehydrogenase gene expression of the yeast, which increased up to 30-fold in the three-species culture compared to the Y. lipolytica 1E07 pure culture. S. xylosus C2a growth dramatically decreased in the presence of Y. lipolytica 1E07. The growth of lactic acid bacteria was not affected by the presence of S. xylosus C2a or Y. lipolytica 1E07, although the study of gene expression showed significant variations.
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Affiliation(s)
- S Mansour
- Agro Paris Tech-INRA, UMR 782 Génie et Microbiologie des Procédés Alimentaires, 78850 Thiverval Grignon, France
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Mansour S, Bailly J, Delettre J, Bonnarme P. A proteomic and transcriptomic view of amino acids catabolism in the yeastYarrowia lipolytica. Proteomics 2009; 9:4714-25. [DOI: 10.1002/pmic.200900161] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Gutiérrez-Méndez N, Valenzuela-Soto E, González-Córdova AF, Vallejo-Cordoba B. alpha-Ketoglutarate biosynthesis in wild and industrial strains of Lactococcus lactis. Lett Appl Microbiol 2009; 47:202-7. [PMID: 19552786 DOI: 10.1111/j.1472-765x.2008.02405.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
AIMS This study was carried out to explore the ability of wild and industrial strains of Lactococcus lactis to produce alpha-ketoglutarate (alpha-KG), which is essential during the conversion of amino acids to flavour compounds. METHODS AND RESULTS Two pathways in alpha-KG biosynthesis were explored in strains of L. lactis isolated from dairy products, vegetables and commercial dairy starter cultures. Half of the strains efficiently converted glutamine to glutamate (Glu) and grew in Glu-free medium. Strains did not present isocitrate dehydrogenase and aconitase activities. However, half of the strains presented glutamate dehydrogenase (GDH) activity. CONCLUSIONS The ability of L. lactis to synthesize either alpha-KG or Glu via GDH was confirmed. However, L. lactis strains were not able to biosynthesize alpha-KG by the citrate-isocitrate pathway. NADP-GDH activity was mainly found in strains isolated from vegetables, whereas NAD-GDH activity was mainly found in strains isolated from dairy products. SIGNIFICANCE AND IMPORTANCE OF THE STUDY The origin of isolation highly influenced NAD or NADP-GDH activities. These enzymatic activities may be correlated to the flavour production capacity of the different strains.
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Affiliation(s)
- N Gutiérrez-Méndez
- Centro de Investigación en Alimentación y Desarrollo A.C. (CIAD, A.C.), Carretera a la Victoria Km. 0.6, Hermosillo, Sonora, México
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Abstract
SummaryThe acetolactate synthase ofLeuconostoc lactisNCW1 was studied. The Mn2+content of cell free extracts was 3·2 µ/mg protein. The enzyme did not require Mn2+for activity, had an optimum pH between 5 and 6 and was labile. Incubation at 21 °C or addition of thiamine pyrophosphate followed by storage at 4 °C stabilized the enzyme. It was allosteric with at least two binding sites for pyruvate and was inhibited by several products of glucose metabolism (6-phosphogluconate, 3-phosphoglycerate, 2-phosphoglycerate, PEP and ATP) at pH 5·4. Except for ATP, which became more inhibitory, the inhibition disappeared completely (6-phosphogluconate, 2-phosphoglycerate, and PEP) or partly (3-phosphoglycerate) at pH 4·7. The role of these compounds in the regulation of acetoin production from citrate by leuconostocs is discussed.
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Abstract
SUMMARYTwo polysaccharides produced concurrently byLactococcus lactissubsp.cremorisstrain LC330 have been identified. One had a high molecular mass (> 1 × 106Da) and was neutral. The second was smaller (∼ 10000 Da), charged and had a high phosphorus content. Sugar composition also differed. In chemostat culture the neutral polysaccharide was influenced by temperature and by nitrogen limitation. This polysaccharide was branched with terminal galactose moieties and contained galactose, glucose and glucosamine. The phosphopolysaccharide was more complex with glucose, rhamnose, galactose and glucosamine in an approximate ratio of 6:5:4:1.
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Genome-scale model of Streptococcus thermophilus LMG18311 for metabolic comparison of lactic acid bacteria. Appl Environ Microbiol 2009; 75:3627-33. [PMID: 19346354 DOI: 10.1128/aem.00138-09] [Citation(s) in RCA: 84] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
In this report, we describe the amino acid metabolism and amino acid dependency of the dairy bacterium Streptococcus thermophilus LMG18311 and compare them with those of two other characterized lactic acid bacteria, Lactococcus lactis and Lactobacillus plantarum. Through the construction of a genome-scale metabolic model of S. thermophilus, the metabolic differences between the three bacteria were visualized by direct projection on a metabolic map. The comparative analysis revealed the minimal amino acid auxotrophy (only histidine and methionine or cysteine) of S. thermophilus LMG18311 and the broad variety of volatiles produced from amino acids compared to the other two bacteria. It also revealed the limited number of pyruvate branches, forcing this strain to use the homofermentative metabolism for growth optimization. In addition, some industrially relevant features could be identified in S. thermophilus, such as the unique pathway for acetaldehyde (yogurt flavor) production and the absence of a complete pentose phosphate pathway.
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Lactate and amino acid catabolism in the cheese-ripening yeast Yarrowia lipolytica. Appl Environ Microbiol 2008; 74:6505-12. [PMID: 18776032 DOI: 10.1128/aem.01519-08] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The consumption of lactate and amino acids is very important for microbial development and/or aroma production during cheese ripening. A strain of Yarrowia lipolytica isolated from cheese was grown in a liquid medium containing lactate in the presence of a low (0.1x) or high (2x) concentration of amino acids. Our results show that there was a dramatic increase in the growth of Y. lipolytica in the medium containing a high amino acid concentration, but there was limited lactate consumption. Conversely, lactate was efficiently consumed in the medium containing a low concentration of amino acids after amino acid depletion was complete. These data suggest that the amino acids are used by Y. lipolytica as a main energy source, whereas lactate is consumed following amino acid depletion. Amino acid degradation was accompanied by ammonia production corresponding to a dramatic increase in the pH. The effect of adding amino acids to a Y. lipolytica culture grown on lactate was also investigated. Real-time quantitative PCR analyses were performed with specific primers for five genes involved in amino acid transport and catabolism, including an amino acid transporter gene (GAP1) and four aminotransferase genes (ARO8, ARO9, BAT1, and BAT2). The expression of three genes involved in lactate transport and catabolism was also studied. These genes included a lactate transporter gene (JEN1) and two lactate dehydrogenase genes (CYB2-1 and CYB2-2). Our data showed that GAP1, BAT2, BAT1, and ARO8 were maximally expressed after 15 to 30 min following addition of amino acids (BAT2 was the most highly expressed gene), while the maximum expression of JEN1, CYB2-1, and CYB2-2 was delayed (>or=60 min).
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Identification of genes encoding the folate- and thiamine-binding membrane proteins in Firmicutes. J Bacteriol 2008; 190:7591-4. [PMID: 18776013 DOI: 10.1128/jb.01070-08] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Genes encoding high-affinity folate- and thiamine-binding proteins (FolT, ThiT) were identified in the Lactobacillus casei genome, expressed in Lactococcus lactis, and functionally characterized. Similar genes occur in many Firmicutes, sometimes next to folate or thiamine salvage genes. Most thiT genes are preceded by a thiamine riboswitch.
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Dressaire C, Redon E, Milhem H, Besse P, Loubière P, Cocaign-Bousquet M. Growth rate regulated genes and their wide involvement in the Lactococcus lactis stress responses. BMC Genomics 2008; 9:343. [PMID: 18644113 PMCID: PMC2526093 DOI: 10.1186/1471-2164-9-343] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2008] [Accepted: 07/21/2008] [Indexed: 11/21/2022] Open
Abstract
Background The development of transcriptomic tools has allowed exhaustive description of stress responses. These responses always superimpose a general response associated to growth rate decrease and a specific one corresponding to the stress. The exclusive growth rate response can be achieved through chemostat cultivation, enabling all parameters to remain constant except the growth rate. Results We analysed metabolic and transcriptomic responses of Lactococcus lactis in continuous cultures at different growth rates ranging from 0.09 to 0.47 h-1. Growth rate was conditioned by isoleucine supply. Although carbon metabolism was constant and homolactic, a widespread transcriptomic response involving 30% of the genome was observed. The expression of genes encoding physiological functions associated with biogenesis increased with growth rate (transcription, translation, fatty acid and phospholipids metabolism). Many phages, prophages and transposon related genes were down regulated as growth rate increased. The growth rate response was compared to carbon and amino-acid starvation transcriptomic responses, revealing constant and significant involvement of growth rate regulations in these two stressful conditions (overlap 27%). Two regulators potentially involved in the growth rate regulations, llrE and yabB, have been identified. Moreover it was established that genes positively regulated by growth rate are preferentially located in the vicinity of replication origin while those negatively regulated are mainly encountered at the opposite, thus indicating the relationship between genes expression and their location on chromosome. Although stringent response mechanism is considered as the one governing growth deceleration in bacteria, the rigorous comparison of the two transcriptomic responses clearly indicated the mechanisms are distinct. Conclusion This work of integrative biology was performed at the global level using transcriptomic analysis obtained in various growth conditions. It raised the importance of growth rate regulations in bacteria but also participated to the elucidation of the involved mechanism. Though the mechanism controlling growth rate is not yet fully understood in L. lactis, one expected regulatory mechanism has been ruled out, two potential regulators have been pointed out and the involvement of gene location on the chromosome has also been found to be involved in the expression regulation of these growth related genes.
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Affiliation(s)
- Clémentine Dressaire
- Université de Toulouse; INSA, UPS, INP, LISBP, 135 Avenue de Rangueil, F-31077 Toulouse, France.
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Diaper J, Edwards C. The use of fluorogenic esters to detect viable bacteria by flow cytometry. ACTA ACUST UNITED AC 2008. [DOI: 10.1111/j.1365-2672.1994.tb03067.x] [Citation(s) in RCA: 88] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Cocaign-Bousquet M, Garrigues C, Novak L, Lindley N, Loublere P. Rational development of a simple synthetic medium for the sustained growth ofLactococcus lactis. ACTA ACUST UNITED AC 2008. [DOI: 10.1111/j.1365-2672.1995.tb03131.x] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Kowalczyk M, Cocaign-Bousquet M, Loubiere P, Bardowski J. Identification and functional characterisation of cellobiose and lactose transport systems in Lactococcus lactis IL1403. Arch Microbiol 2007; 189:187-96. [PMID: 17909747 DOI: 10.1007/s00203-007-0308-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2007] [Revised: 08/02/2007] [Accepted: 09/13/2007] [Indexed: 11/24/2022]
Abstract
Physiological, biochemical and macroarray analyses of Lactococcus lactis IL1403 and its ccpA and bglR single and double mutants engaged in lactose and beta-glucosides catabolism were performed. The kinetic analysis indicated the presence of different transport systems for salicin and cellobiose. The control of salicin catabolism was found to be mediated by the transcriptional regulator BglR and the CcpA protein. The transcriptional analysis by macroarray technology of genes from the PEP:PTS regions showed that several genes, like ybhE, celB, ptcB and ptcA, were expressed at higher levels both in wild type cells exposed to cellobiose and in the ccpA mutant. We also demonstrated that in L. lactis IL1403 cultured on medium with cellobiose and lactose as carbon sources, after the first phase of cellobiose consumption and then co-metabolism of the two sugars, when cellobiose is exhausted the strain uses lactose as the only carbon source. These data could indicate that lactose and cellobiose are transported by a unique system-a PTS carrier induced by the presence of cellobiose, and negatively controlled by the CcpA regulator.
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Affiliation(s)
- Magdalena Kowalczyk
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Pawinskiego 5a, 02-106 Warsaw, Poland
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Faijes M, Mars AE, Smid EJ. Comparison of quenching and extraction methodologies for metabolome analysis of Lactobacillus plantarum. Microb Cell Fact 2007; 6:27. [PMID: 17708760 PMCID: PMC2031893 DOI: 10.1186/1475-2859-6-27] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2007] [Accepted: 08/20/2007] [Indexed: 11/25/2022] Open
Abstract
Background A reliable quenching and metabolite extraction method has been developed for Lactobacillus plantarum. The energy charge value was used as a critical indicator for fixation of metabolism. Results Four different aqueous quenching solutions, all containing 60% of methanol, were compared for their efficiency. Only the solutions containing either 70 mM HEPES or 0.85% (w/v) ammonium carbonate (pH 5.5) caused less than 10% cell leakage and the energy charge of the quenched cells was high, indicating rapid inactivation of the metabolism. The efficiency of extraction of intracellular metabolites from cell cultures depends on the extraction methods, and is expected to vary between micro-organisms. For L. plantarum, we have compared five different extraction methodologies based on (i) cold methanol, (ii) perchloric acid, (iii) boiling ethanol, (iv) chloroform/methanol (1:1) and (v) chloroform/water (1:1). Quantification of representative intracellular metabolites showed that the best extraction efficiencies were achieved with cold methanol, boiling ethanol and perchloric acid. Conclusion The ammonium carbonate solution was selected as the most suitable quenching buffer for metabolomics studies in L. plantarum because (i) leakage is minimal, (ii) the energy charge indicates good fixation of metabolism, and (iii) all components are easily removed during freeze-drying. A modified procedure based on cold methanol extraction combined good extractability with mild extraction conditions and high enzymatic inactivation. These features make the combination of these quenching and extraction protocols very suitable for metabolomics studies with L. plantarum.
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Affiliation(s)
- Magda Faijes
- TI Food & Nutrition, PO Box 557, 6700 AN Wageningen, The Netherlands
- Wageningen UR, Agrotechnology and Food Sciences Group, PO Box 17, 6700 AA Wageningen, The Netherlands
- Institut Químic de Sarrià, Universitat Ramon Llull, 08017 Barcelona, Spain
| | - Astrid E Mars
- TI Food & Nutrition, PO Box 557, 6700 AN Wageningen, The Netherlands
- Wageningen UR, Agrotechnology and Food Sciences Group, PO Box 17, 6700 AA Wageningen, The Netherlands
| | - Eddy J Smid
- TI Food & Nutrition, PO Box 557, 6700 AN Wageningen, The Netherlands
- NIZO food research, PO Box 20, 6710 BA, Ede, The Netherlands
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