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Loghmani SB, Zitzow E, Schwarzmüller L, Humboldt Y, Eisenberg P, Kreikemeyer B, Veith N, Kummer U, Fiedler T. Comparing genome-scale metabolic models of the non-resistant Enterococcus faecalis ATCC 19433 and the multi-resistant Enterococcus faecalis V583. J Biotechnol 2024; 392:109-117. [PMID: 38996920 DOI: 10.1016/j.jbiotec.2024.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 06/26/2024] [Accepted: 07/08/2024] [Indexed: 07/14/2024]
Abstract
Enterococcus faecalis is a versatile lactic acid bacterium with a large variety of implications for humans. While some strains of this species are pathobionts being resistant against most of the common antibiotics, other strains are regarded as biological protectants or even probiotics. Accordingly, E. faecalis strains largely differ in the size and content of their accessory genome. In this study, we describe the genome-scale metabolic network reconstruction of E. faecalis ATCC 19433, a non-resistant human-associated strain. A comparison of the genome-scale metabolic model (GSM) of E. faecalis ATCC 19433 with a previously published GSM of the multi-resistant pathobiontic E. faecalis V583 reveals high similarities in the central metabolic abilities of these two human associated strains. This is reflected, e.g., in the identical amino acid auxotrophies. The ATCC 19433 strain, however, has a 14.1 % smaller genome than V583 and lacks the multiple antibiotic resistance genes and genes involved in capsule formation. Based on the measured metabolic fluxes at different growth rates, the energy demand at zero growth was calculated to be about 40 % lower for the ATCC 19433 strain compared to V583. Furthermore, the ATCC 19433 strain seems less prone to the depletion of amino acids utilizable for energy metabolism. This might hint at a lower overall energy demand of the ATCC 19433 strain as compared to V583.
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Affiliation(s)
- Seyed Babak Loghmani
- Ruprecht-Karls University Heidelberg, Bioquant, Center for Organismal Studies, Im Neuenheimer Feld 276, Heidelberg 69120, Germany
| | - Eric Zitzow
- Rostock University Medical Centre, Institute of Medical Microbiology, Virology and Hygiene, Schillingallee 70, Rostock 18057, Germany
| | - Luisa Schwarzmüller
- Ruprecht-Karls University Heidelberg, Bioquant, Center for Organismal Studies, Im Neuenheimer Feld 276, Heidelberg 69120, Germany
| | - Yvonne Humboldt
- Rostock University Medical Centre, Institute of Medical Microbiology, Virology and Hygiene, Schillingallee 70, Rostock 18057, Germany
| | - Philip Eisenberg
- Rostock University Medical Centre, Institute of Medical Microbiology, Virology and Hygiene, Schillingallee 70, Rostock 18057, Germany
| | - Bernd Kreikemeyer
- Rostock University Medical Centre, Institute of Medical Microbiology, Virology and Hygiene, Schillingallee 70, Rostock 18057, Germany
| | - Nadine Veith
- Ruprecht-Karls University Heidelberg, Bioquant, Center for Organismal Studies, Im Neuenheimer Feld 276, Heidelberg 69120, Germany
| | - Ursula Kummer
- Ruprecht-Karls University Heidelberg, Bioquant, Center for Organismal Studies, Im Neuenheimer Feld 276, Heidelberg 69120, Germany
| | - Tomas Fiedler
- Rostock University Medical Centre, Institute of Medical Microbiology, Virology and Hygiene, Schillingallee 70, Rostock 18057, Germany.
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2
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Haryani Y, Abdul Halid N, Goh SG, Nor-Khaizura MAR, Md Hatta MA, Sabri S, Radu S, Hasan H. Efficient metabolic pathway modification in various strains of lactic acid bacteria using CRISPR/Cas9 system for elevated synthesis of antimicrobial compounds. J Biotechnol 2024; 395:53-63. [PMID: 39245212 DOI: 10.1016/j.jbiotec.2024.09.002] [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: 04/05/2024] [Revised: 08/29/2024] [Accepted: 09/02/2024] [Indexed: 09/10/2024]
Abstract
Lactic acid bacteria (LAB) are known to exhibit various beneficial roles in fermentation, serving as probiotics, and producing a plethora of valuable compounds including antimicrobial activity such as bacteriocin-like inhibitory substance (BLIS) that can be used as biopreservative to improve food safety and quality. However, the yield of BLIS is often limited, which poses a challenge to be commercially competitive with the current preservation practice. Therefore, the present work aimed to establish an optimised two-plasmid CRISPR/Cas9 system to redirect the carbon flux away from lactate towards compounds with antimicrobial activity by disrupting lactate dehydrogenase gene (ldh) on various strains of LAB. The lactic acid-deficient (ldhΔ) strains caused a metabolic shift resulting in increased inhibitory activity against selected foodborne pathogens up to 78 % than the wild-type (WT) strain. The most significant effect was depicted by Enterococcus faecalis-ldh∆ which displayed prominent bactericidal effects against all foodborne pathogens as compared to the WT that showed no antimicrobial activity. The present work provided a framework model for economically important LAB and other beneficial bacteria to synthesise and increase the yield of valuable food and industrial compounds. The present work reported for the first time that the metabolism of selected LAB can be manipulated by modifying ldh to attain metabolites with higher antimicrobial activity.
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Affiliation(s)
- Yuli Haryani
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia; Department of Chemistry, Faculty of Mathematics and Natural Sciences, Riau University, Pekanbaru, Riau 28293, Indonesia
| | - Nadrah Abdul Halid
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Sur Guat Goh
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Mahmud Ab Rashid Nor-Khaizura
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia; Laboratory of Food Safety and Food Integrity, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Muhammad Asyraf Md Hatta
- Department of Agriculture Technology, Faculty of Agriculture, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Suriana Sabri
- Department of Microbiology, Faculty of Biotechnology and Biomolecular Sciences, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Son Radu
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Hanan Hasan
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia; Laboratory of Halal Science Research, Halal Research Product Institute, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia.
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3
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Schwartzman JA, Lebreton F, Salamzade R, Shea T, Martin MJ, Schaufler K, Urhan A, Abeel T, Camargo ILBC, Sgardioli BF, Prichula J, Guedes Frazzon AP, Giribet G, Van Tyne D, Treinish G, Innis CJ, Wagenaar JA, Whipple RM, Manson AL, Earl AM, Gilmore MS. Global diversity of enterococci and description of 18 previously unknown species. Proc Natl Acad Sci U S A 2024; 121:e2310852121. [PMID: 38416678 DOI: 10.1073/pnas.2310852121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 12/06/2023] [Indexed: 03/01/2024] Open
Abstract
Enterococci are gut microbes of most land animals. Likely appearing first in the guts of arthropods as they moved onto land, they diversified over hundreds of millions of years adapting to evolving hosts and host diets. Over 60 enterococcal species are now known. Two species, Enterococcus faecalis and Enterococcus faecium, are common constituents of the human microbiome. They are also now leading causes of multidrug-resistant hospital-associated infection. The basis for host association of enterococcal species is unknown. To begin identifying traits that drive host association, we collected 886 enterococcal strains from widely diverse hosts, ecologies, and geographies. This identified 18 previously undescribed species expanding genus diversity by >25%. These species harbor diverse genes including toxins and systems for detoxification and resource acquisition. Enterococcus faecalis and E. faecium were isolated from diverse hosts highlighting their generalist properties. Most other species showed a more restricted distribution indicative of specialized host association. The expanded species diversity permitted the Enterococcus genus phylogeny to be viewed with unprecedented resolution, allowing features to be identified that distinguish its four deeply rooted clades, and the entry of genes associated with range expansion such as B-vitamin biosynthesis and flagellar motility to be mapped to the phylogeny. This work provides an unprecedentedly broad and deep view of the genus Enterococcus, including insights into its evolution, potential new threats to human health, and where substantial additional enterococcal diversity is likely to be found.
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Affiliation(s)
- Julia A Schwartzman
- Department of Ophthalmology, Mass Eye and Ear, Harvard Medical School, Boston, MA 02144
- Department of Microbiology, Harvard Medical School, Boston, MA 02115
- Department of Biology, University of Southern California, Los Angeles, CA 90089
| | - Francois Lebreton
- Department of Ophthalmology, Mass Eye and Ear, Harvard Medical School, Boston, MA 02144
- Department of Microbiology, Harvard Medical School, Boston, MA 02115
- Multidrug-Resistant Organism Repository and Surveillance Network, Walter Reed Army Institute of Research, Silver Spring, MD 20910
| | - Rauf Salamzade
- Infectious Disease and Microbiome Program, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53706
| | - Terrance Shea
- Infectious Disease and Microbiome Program, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142
| | - Melissa J Martin
- Department of Ophthalmology, Mass Eye and Ear, Harvard Medical School, Boston, MA 02144
- Department of Microbiology, Harvard Medical School, Boston, MA 02115
- Multidrug-Resistant Organism Repository and Surveillance Network, Walter Reed Army Institute of Research, Silver Spring, MD 20910
| | - Katharina Schaufler
- Department of Ophthalmology, Mass Eye and Ear, Harvard Medical School, Boston, MA 02144
- Department of Microbiology, Harvard Medical School, Boston, MA 02115
- University of Greifswald, Institute of Pharmacy, Greifswald 17489, Germany
- Kiel University and University Medical Center Schleswig-Holstein, Institute of Infection Medicine, Kiel 24105, Germany
| | - Aysun Urhan
- Infectious Disease and Microbiome Program, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142
- Delft Bioinformatics Lab, Department of Intelligent Systems, Delft University of Technology, Delft 2628XE, The Netherlands
| | - Thomas Abeel
- Infectious Disease and Microbiome Program, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142
- Delft Bioinformatics Lab, Department of Intelligent Systems, Delft University of Technology, Delft 2628XE, The Netherlands
| | - Ilana L B C Camargo
- Laboratório de Epidemiologia e Microbiologia Moleculares, Departamento de Física e Ciências Interdisciplinares, Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos - SP 13566-590, Brazil
| | - Bruna F Sgardioli
- Laboratório de Epidemiologia e Microbiologia Moleculares, Departamento de Física e Ciências Interdisciplinares, Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos - SP 13566-590, Brazil
| | - Janira Prichula
- Department of Ophthalmology, Mass Eye and Ear, Harvard Medical School, Boston, MA 02144
- Department of Microbiology, Harvard Medical School, Boston, MA 02115
- Federal University of Health Sciences of Porto Alegre, Porto Alegre - RS 90050-170, Brazil
| | - Ana Paula Guedes Frazzon
- Department of Ophthalmology, Mass Eye and Ear, Harvard Medical School, Boston, MA 02144
- Department of Microbiology, Harvard Medical School, Boston, MA 02115
- Department of Microbiology, Immunology and Parasitology, Federal University of Rio Grande do Sul, Porto Alegre - RS, 90010-150, Brazil
| | - Gonzalo Giribet
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA 02138
| | - Daria Van Tyne
- Department of Ophthalmology, Mass Eye and Ear, Harvard Medical School, Boston, MA 02144
- Department of Microbiology, Harvard Medical School, Boston, MA 02115
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburg, PA 15213
| | | | - Charles J Innis
- New England Aquarium, Animal Health Department and Anderson Cabot Center for Ocean Life, Boston, MA 02110
| | - Jaap A Wagenaar
- Department of Biomolecular Health Sciences, Utrecht University, Utrecht 3584 CS, The Netherlands
| | - Ryan M Whipple
- Department of Ophthalmology, Mass Eye and Ear, Harvard Medical School, Boston, MA 02144
- Department of Microbiology, Harvard Medical School, Boston, MA 02115
| | - Abigail L Manson
- Infectious Disease and Microbiome Program, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142
| | - Ashlee M Earl
- Infectious Disease and Microbiome Program, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142
| | - Michael S Gilmore
- Department of Ophthalmology, Mass Eye and Ear, Harvard Medical School, Boston, MA 02144
- Department of Microbiology, Harvard Medical School, Boston, MA 02115
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4
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Eisenberg P, Albert L, Teuffel J, Zitzow E, Michaelis C, Jarick J, Sehlke C, Große L, Bader N, Nunes-Alves A, Kreikemeyer B, Schindelin H, Wade RC, Fiedler T. The Non-phosphorylating Glyceraldehyde-3-Phosphate Dehydrogenase GapN Is a Potential New Drug Target in Streptococcus pyogenes. Front Microbiol 2022; 13:802427. [PMID: 35242116 PMCID: PMC8886048 DOI: 10.3389/fmicb.2022.802427] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 01/14/2022] [Indexed: 01/01/2023] Open
Abstract
The strict human pathogen Streptococcus pyogenes causes infections of varying severity, ranging from self-limiting suppurative infections to life-threatening diseases like necrotizing fasciitis or streptococcal toxic shock syndrome. Here, we show that the non-phosphorylating glyceraldehyde-3-phosphate dehydrogenase GapN is an essential enzyme for S. pyogenes. GapN converts glyceraldehyde 3-phosphate into 3-phosphoglycerate coupled to the reduction of NADP to NADPH. The knock-down of gapN by antisense peptide nucleic acids (asPNA) significantly reduces viable bacterial counts of S. pyogenes laboratory and macrolide-resistant clinical strains in vitro. As S. pyogenes lacks the oxidative part of the pentose phosphate pathway, GapN appears to be the major NADPH source for the bacterium. Accordingly, other streptococci that carry a complete pentose phosphate pathway are not prone to asPNA-based gapN knock-down. Determination of the crystal structure of the S. pyogenes GapN apo-enzyme revealed an unusual cis-peptide in proximity to the catalytic binding site. Furthermore, using a structural modeling approach, we correctly predicted competitive inhibition of S. pyogenes GapN by erythrose 4-phosphate, indicating that our structural model can be used for in silico screening of specific GapN inhibitors. In conclusion, the data provided here reveal that GapN is a potential target for antimicrobial substances that selectively kill S. pyogenes and other streptococci that lack the oxidative part of the pentose phosphate pathway.
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Affiliation(s)
- Philip Eisenberg
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Leon Albert
- Rudolf Virchow Center for Integrative and Translational Bioimaging, University of Würzburg, Würzburg, Germany
| | - Jonathan Teuffel
- Molecular and Cellular Modeling Group, Heidelberg Institute for Theoretical Studies, Heidelberg, Germany
| | - Eric Zitzow
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Claudia Michaelis
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Jane Jarick
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Clemens Sehlke
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Lisa Große
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Nicole Bader
- Rudolf Virchow Center for Integrative and Translational Bioimaging, University of Würzburg, Würzburg, Germany
| | - Ariane Nunes-Alves
- Molecular and Cellular Modeling Group, Heidelberg Institute for Theoretical Studies, Heidelberg, Germany.,Center for Molecular Biology (ZMBH), DKFZ-ZMBH Alliance, Heidelberg University, Heidelberg, Germany
| | - Bernd Kreikemeyer
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Hermann Schindelin
- Rudolf Virchow Center for Integrative and Translational Bioimaging, University of Würzburg, Würzburg, Germany
| | - Rebecca C Wade
- Molecular and Cellular Modeling Group, Heidelberg Institute for Theoretical Studies, Heidelberg, Germany.,Center for Molecular Biology (ZMBH), DKFZ-ZMBH Alliance, Heidelberg University, Heidelberg, Germany.,Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany
| | - Tomas Fiedler
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Rostock, Germany
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5
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Schwarz R, Zitzow E, Fiebig A, Hering S, Humboldt Y, Schoenwaelder N, Kämpfer N, Volkmar K, Hinz B, Kreikemeyer B, Maletzki C, Fiedler T. PEGylation increases antitumoral activity of arginine deiminase of Streptococcus pyogenes. Appl Microbiol Biotechnol 2021; 106:261-271. [PMID: 34910240 PMCID: PMC8720082 DOI: 10.1007/s00253-021-11728-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 11/30/2021] [Accepted: 12/03/2021] [Indexed: 12/04/2022]
Abstract
Abstract Arginine auxotrophy is a metabolic defect that renders tumor cells vulnerable towards arginine-depleting substances, such as arginine deiminase (ADI) from Streptococcus pyogenes (SpyADI). Previously, we confirmed SpyADI susceptibility on patient-derived glioblastoma multiforme (GBM) models in vitro and in vivo. For application in patients, serum half-life of the enzyme has to be increased and immunogenicity needs to be reduced. For this purpose, we conjugated the S. pyogenes-derived SpyADI with 20 kDa polyethylene glycol (PEG20) moieties, achieving a PEGylation of seven to eight of the 26 accessible primary amines of the SpyADI. The PEGylation reduced the overall activity of the enzyme by about 50% without affecting the Michaelis constant for arginine. PEGylation did not increase serum stability of SpyADI in vitro, but led to a longer-lasting reduction of plasma arginine levels in mice. Furthermore, SpyADI-PEG20 showed a higher antitumoral capacity towards GBM cells in vitro than the native enzyme. Key points • PEGylation has no effect on the affinity of SpyADI for arginine • PEGylation increases the antitumoral effects of SpyADI on GBM in vitro • PEGylation prolongs plasma arginine depletion by SpyADI in mice
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Affiliation(s)
- Rico Schwarz
- Institute of Pharmacology and Toxicology, Rostock University Medical Centre, Schillingallee 70, 18057, Rostock, Germany
| | - Eric Zitzow
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Schillingallee 70, 18057, Rostock, Germany
| | - Adina Fiebig
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Schillingallee 70, 18057, Rostock, Germany
| | - Silvio Hering
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Schillingallee 70, 18057, Rostock, Germany
| | - Yvonne Humboldt
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Schillingallee 70, 18057, Rostock, Germany
| | - Nina Schoenwaelder
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Schillingallee 70, 18057, Rostock, Germany.,Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Ernst-Heydemann-Str. 6, 18057, Rostock, Germany
| | - Neele Kämpfer
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Schillingallee 70, 18057, Rostock, Germany.,Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Ernst-Heydemann-Str. 6, 18057, Rostock, Germany
| | - Kerren Volkmar
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Schillingallee 70, 18057, Rostock, Germany.,Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Ernst-Heydemann-Str. 6, 18057, Rostock, Germany.,Division of Immunology, Paul-Ehrlich-Institute, Langen, Germany
| | - Burkhard Hinz
- Institute of Pharmacology and Toxicology, Rostock University Medical Centre, Schillingallee 70, 18057, Rostock, Germany
| | - Bernd Kreikemeyer
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Schillingallee 70, 18057, Rostock, Germany
| | - Claudia Maletzki
- Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Ernst-Heydemann-Str. 6, 18057, Rostock, Germany
| | - Tomas Fiedler
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical Centre, Schillingallee 70, 18057, Rostock, Germany.
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6
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Zhu X, Zeng XC, Chen X, Wu W, Wang Y. Inhibitory effect of nitrate/nitrite on the microbial reductive dissolution of arsenic and iron from soils into pore water. ECOTOXICOLOGY (LONDON, ENGLAND) 2019; 28:528-538. [PMID: 31119594 DOI: 10.1007/s10646-019-02050-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/23/2019] [Indexed: 06/09/2023]
Abstract
It was well established that microbial communities are the major drive for the formation of arsenic-contaminated groundwater. However, it remains to be elucidated for how nitrate/nitrite affects the microorganisms-catalyzed dissolution and reduction of arsenic. To address this issue, we collected soil samples containing high-contents of arsenic from the Shimen Realgar Mine area. Microcosm assay indicated that addition of nitrate/nitrite significantly inhibited the dissolution, reduction and release of As and Fe caused by the biological catalysis of microbial communities in the soils, meanwhile nitrate/nitrite was reduced into N2. To further investigate the molecular mechanism of this finding, we used a representative dissimilatory arsenate-respiring strain Shewanella sp. GL90 from the soils to perform the arsenic release assay. GL90 can efficiently catalyze the reductive dissolution, and promote the release of As and Fe in soils. It is interesting to see that the addition of nitrate/nitrite to the soils led to marked decreases in the GL90-mediated dissolution of As and Fe in the soils. Moreover, we found that this finding was attributed to that nitrate/nitrite significantly inhibited the transcription of the gene of the respiratory arsenate reductase protein in GL90 cells. This work provided new insights into the mechanisms for the coupling of As, N and Fe geochemical cycles in arsenic-rich soils, and for how environmental factors affect As concentration in groundwater.
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Affiliation(s)
- Xianbin Zhu
- State Key Laboratory of Biogeology and Environmental Geology & School of Environmental Studies, China University of Geosciences (Wuhan), Wuhan, 430070, P. R. China
| | - Xian-Chun Zeng
- State Key Laboratory of Biogeology and Environmental Geology & School of Environmental Studies, China University of Geosciences (Wuhan), Wuhan, 430070, P. R. China.
| | - Xiaoming Chen
- State Key Laboratory of Biogeology and Environmental Geology & School of Environmental Studies, China University of Geosciences (Wuhan), Wuhan, 430070, P. R. China
| | - Weiwei Wu
- State Key Laboratory of Biogeology and Environmental Geology & School of Environmental Studies, China University of Geosciences (Wuhan), Wuhan, 430070, P. R. China
| | - Yanxin Wang
- State Key Laboratory of Biogeology and Environmental Geology & School of Environmental Studies, China University of Geosciences (Wuhan), Wuhan, 430070, P. R. China
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7
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Silva WM, Sousa CS, Oliveira LC, Soares SC, Souza GF, Tavares GC, Resende CP, Folador EL, Pereira FL, Figueiredo H, Azevedo V. Comparative proteomic analysis of four biotechnological strains Lactococcus lactis through label-free quantitative proteomics. Microb Biotechnol 2019; 12:265-274. [PMID: 30341804 PMCID: PMC6389847 DOI: 10.1111/1751-7915.13305] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Revised: 06/25/2018] [Accepted: 07/21/2018] [Indexed: 12/12/2022] Open
Abstract
Lactococcus lactis is a bacteria with high biotechnological potential, where is frequently used in the amino acid production and production of fermented dairy products, as well as drug delivery systems and mucosal vaccine vector. The knowledge of a functional core proteome is important extremely for both fundamental understanding of cell functions and for synthetic biology applications. In this study, we characterized the L. lacits proteome from proteomic analysis of four biotechnological strains L. lactis: L. lactis subsp. lactis NCDO2118, L. lactis subsp. lactis IL1403, L. lactis subsp. cremoris NZ9000 and L. lactis subsp. cremoris MG1363. Our label-free quantitative proteomic analysis of the whole bacterial lysates from each strains resulted in the characterization of the L. lactis core proteome that was composed by 586 proteins, which might contribute to resistance of this bacterium to different stress conditions as well as involved in the probiotic characteristic of L. lactis. Kegg enrichment analysis shows that ribosome, metabolic pathways, pyruvate metabolism and microbial metabolism in diverse environments were the most enriched. According to our quantitative proteomic analysis, proteins related to translation process were the more abundant in the core proteome, which represent an important step in the synthetic biology. In addition, we identified a subset of conserved proteins that are exclusive of the L. lactis subsp. cremoris or L. lactis subsp. lactis, which some are related to metabolic pathway exclusive. Regarding specific proteome of NCDO2118, we detected 'strain-specific proteins'. Finally, proteogenomics analysis allows the identification of proteins, which were not previously annotated in IL1403 and MG1363. The results obtained in this study allowed to increase our knowledge about the biology of L. lactis, which contributes to the implementation of strategies that make it possible to increase the biotechnological potential of this bacterium.
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Affiliation(s)
- Wanderson M. Silva
- Departamento de Biologia GeralInstituto de Ciências BiológicasUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Cassiana S. Sousa
- Departamento de Biologia GeralInstituto de Ciências BiológicasUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Leticia C. Oliveira
- Departamento de Biologia GeralInstituto de Ciências BiológicasUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
- Departamento de Microbiologia, Imunologia e ParasitologiaInstituto de Ciências Naturais e BiológicasUniversidade Federal do Triangulo MineiroUberabaMinas GeraisBrasil
| | - Siomar C. Soares
- Departamento de Microbiologia, Imunologia e ParasitologiaInstituto de Ciências Naturais e BiológicasUniversidade Federal do Triangulo MineiroUberabaMinas GeraisBrasil
| | - Gustavo F.M.H. Souza
- MS Applications LaboratoryWaters CorporationWaters Technologies BrazilAlphavilleSão PauloBrasil
| | - Guilherme C. Tavares
- AQUACENEscola de VeterináriaUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Cristiana P. Resende
- AQUACENEscola de VeterináriaUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Edson L. Folador
- Centro de BiotecnologiaUniversidade Federal da ParaíbaJoão PessoaParaíbaBrasil
| | - Felipe L. Pereira
- AQUACENEscola de VeterináriaUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Henrique Figueiredo
- AQUACENEscola de VeterináriaUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Vasco Azevedo
- Departamento de Biologia GeralInstituto de Ciências BiológicasUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
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8
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The Antibacterial Mechanism of Terpinen-4-ol Against Streptococcus agalactiae. Curr Microbiol 2018; 75:1214-1220. [DOI: 10.1007/s00284-018-1512-2] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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9
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McLeod A, Mosleth EF, Rud I, Branco dos Santos F, Snipen L, Liland KH, Axelsson L. Effects of glucose availability in Lactobacillus sakei; metabolic change and regulation of the proteome and transcriptome. PLoS One 2017; 12:e0187542. [PMID: 29099858 PMCID: PMC5669474 DOI: 10.1371/journal.pone.0187542] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 10/20/2017] [Indexed: 01/08/2023] Open
Abstract
Effects of glucose availability were investigated in Lactobacillus sakei strains 23K and LS25 cultivated in anaerobic, glucose-limited chemostats set at high (D = 0.357 h-1) and low (D = 0.045 h-1) dilution rates. We observed for both strains a shift from homolactic towards more mixed acid fermentation when comparing high to low growth rates. However, this change was more pronounced for LS25 than for 23K, where dominating products were lactate>formate>acetate≥ethanol at both conditions. A multivariate approach was used for analyzing proteome and transcriptome data from the bacterial cultures, where the predictive power of the omics data was used for identifying features that can explain the differences in the end-product profiles. We show that the different degree of response to the same energy restriction revealed interesting strain specific regulation. An elevated formate production level during slow growth, more for LS25 than for 23K, was clearly reflected in correlating pyruvate formate lyase expression. With stronger effect for LS25, differential expression of the Rex transcriptional regulator and NADH oxidase, a target of Rex, indicated that maintainance of the cell redox balance, in terms of the NADH/NAD+ ratio, may be a key process during the metabolic change. The results provide a better understanding of different strategies that cells may deploy in response to changes in substrate availability.
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Affiliation(s)
- Anette McLeod
- Nofima AS, Norwegian Institute of Food, Fisheries and Aquaculture Research, Ås, Norway
| | - Ellen F. Mosleth
- Nofima AS, Norwegian Institute of Food, Fisheries and Aquaculture Research, Ås, Norway
| | - Ida Rud
- Nofima AS, Norwegian Institute of Food, Fisheries and Aquaculture Research, Ås, Norway
| | - Filipe Branco dos Santos
- Molecular Microbial Physiology Group, Swammerdam Institute for Life Sciences, Faculty of Science, University of Amsterdam, Amsterdam, The Netherlands
| | - Lars Snipen
- Department of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, Ås, Norway
| | - Kristian Hovde Liland
- Nofima AS, Norwegian Institute of Food, Fisheries and Aquaculture Research, Ås, Norway
| | - Lars Axelsson
- Nofima AS, Norwegian Institute of Food, Fisheries and Aquaculture Research, Ås, Norway
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10
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Oehmcke-Hecht S, Nass LE, Wichura JB, Mikkat S, Kreikemeyer B, Fiedler T. Deletion of the L-Lactate Dehydrogenase Gene ldh in Streptococcus pyogenes Leads to a Loss of SpeB Activity and a Hypovirulent Phenotype. Front Microbiol 2017; 8:1841. [PMID: 28983299 PMCID: PMC5613712 DOI: 10.3389/fmicb.2017.01841] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Accepted: 09/08/2017] [Indexed: 01/19/2023] Open
Abstract
Streptococcus pyogenes uses lactic acid fermentation for the generation of ATP. Here, we analyzed the impact of a deletion of the L-lactate dehydrogenase gene ldh on the virulence of S. pyogenes M49. While the ldh deletion does not cause a general growth deficiency in laboratory media, the growth in human blood and plasma is significantly hampered. The ldh deletion strain is furthermore less virulent in a Galleria mellonella infection model. We show that the ldh deletion leads to a decrease in the activity of the cysteine protease SpeB, an important secreted virulence factor of S. pyogenes. The reduced SpeB activity is caused by a hampered autocatalytic activation of the SpeB zymogen into the mature SpeB. The missing SpeB activity furthermore leads to increased plasmin activation and a reduced activation of the contact system on the surface of S. pyogenes. All these effects can be reversed when ldh is reintroduced into the mutant via a plasmid. The results demonstrate a previously unappreciated role for LDH in modulation of SpeB maturation.
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Affiliation(s)
- Sonja Oehmcke-Hecht
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical CentreRostock, Germany
| | - Leif E Nass
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical CentreRostock, Germany
| | - Jan B Wichura
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical CentreRostock, Germany
| | - Stefan Mikkat
- Core Facility Proteome Analysis, Rostock University Medical CentreRostock, Germany
| | - Bernd Kreikemeyer
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical CentreRostock, Germany
| | - Tomas Fiedler
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Medical CentreRostock, Germany
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11
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Großeholz R, Koh CC, Veith N, Fiedler T, Strauss M, Olivier B, Collins BC, Schubert OT, Bergmann F, Kreikemeyer B, Aebersold R, Kummer U. Integrating highly quantitative proteomics and genome-scale metabolic modeling to study pH adaptation in the human pathogen Enterococcus faecalis. NPJ Syst Biol Appl 2016; 2:16017. [PMID: 28725473 PMCID: PMC5516852 DOI: 10.1038/npjsba.2016.17] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Revised: 06/10/2016] [Accepted: 06/17/2016] [Indexed: 01/19/2023] Open
Abstract
Genome-scale metabolic models represent the entirety of metabolic reactions of an organism based on the annotation of the respective genome. These models commonly allow all reactions to proceed concurrently, disregarding the fact that at no point all proteins will be present in a cell. The metabolic reaction space can be constrained to a more physiological state using experimentally obtained information on enzyme abundances. However, high-quality, genome-wide protein measurements have been challenging and typically transcript abundances have been used as a surrogate for protein measurements. With recent developments in mass spectrometry-based proteomics, exemplified by SWATH-MS, the acquisition of highly quantitative proteome-wide data at reasonable throughput has come within reach. Here we present methodology to integrate such proteome-wide data into genome-scale models. We applied this methodology to study cellular changes in Enterococcus faecalis during adaptation to low pH. Our results indicate reduced proton production in the central metabolism and decreased membrane permeability for protons due to different membrane composition. We conclude that proteomic data constrain genome-scale models to a physiological state and, in return, genome-scale models are useful tools to contextualize proteomic data.
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Affiliation(s)
- Ruth Großeholz
- BioQuant, Centre for Organismal Studies (COS), Heidelberg University, Heidelberg, Germany
| | - Ching-Chiek Koh
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Nadine Veith
- BioQuant, Centre for Organismal Studies (COS), Heidelberg University, Heidelberg, Germany
| | - Tomas Fiedler
- Institute of Medical Microbiology, Virology and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Madlen Strauss
- Institute of Medical Microbiology, Virology and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Brett Olivier
- Amsterdam Institute for Molecules, Medicines and Systems, VU University Amsterdam, Amsterdam, Netherlands
| | - Ben C Collins
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Olga T Schubert
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Frank Bergmann
- BioQuant, Centre for Organismal Studies (COS), Heidelberg University, Heidelberg, Germany
| | - Bernd Kreikemeyer
- Institute of Medical Microbiology, Virology and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Ruedi Aebersold
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland.,Faculty of Science, University of Zurich, Zurich, Switzerland
| | - Ursula Kummer
- BioQuant, Centre for Organismal Studies (COS), Heidelberg University, Heidelberg, Germany
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12
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Levering J, Fiedler T, Sieg A, van Grinsven KWA, Hering S, Veith N, Olivier BG, Klett L, Hugenholtz J, Teusink B, Kreikemeyer B, Kummer U. Genome-scale reconstruction of the Streptococcus pyogenes M49 metabolic network reveals growth requirements and indicates potential drug targets. J Biotechnol 2016; 232:25-37. [PMID: 26970054 DOI: 10.1016/j.jbiotec.2016.01.035] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Revised: 01/03/2016] [Accepted: 01/12/2016] [Indexed: 01/12/2023]
Abstract
Genome-scale metabolic models comprise stoichiometric relations between metabolites, as well as associations between genes and metabolic reactions and facilitate the analysis of metabolism. We computationally reconstructed the metabolic network of the lactic acid bacterium Streptococcus pyogenes M49. Initially, we based the reconstruction on genome annotations and already existing and curated metabolic networks of Bacillus subtilis, Escherichia coli, Lactobacillus plantarum and Lactococcus lactis. This initial draft was manually curated with the final reconstruction accounting for 480 genes associated with 576 reactions and 558 metabolites. In order to constrain the model further, we performed growth experiments of wild type and arcA deletion strains of S. pyogenes M49 in a chemically defined medium and calculated nutrient uptake and production fluxes. We additionally performed amino acid auxotrophy experiments to test the consistency of the model. The established genome-scale model can be used to understand the growth requirements of the human pathogen S. pyogenes and define optimal and suboptimal conditions, but also to describe differences and similarities between S. pyogenes and related lactic acid bacteria such as L. lactis in order to find strategies to reduce the growth of the pathogen and propose drug targets.
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Affiliation(s)
- Jennifer Levering
- Department of Modeling of Biological Processes, COS Heidelberg/BioQuant, Heidelberg University, Heidelberg, Germany.
| | - Tomas Fiedler
- Institute of Medical Microbiology, Virology and Hygiene, Rostock University Medical Centre, Rostock, Germany.
| | - Antje Sieg
- Institute of Medical Microbiology, Virology and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Koen W A van Grinsven
- Laboratory for Microbiology, Swammerdam Institute for Life Sciences, Amsterdam, The Netherlands
| | - Silvio Hering
- Institute of Medical Microbiology, Virology and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Nadine Veith
- Department of Modeling of Biological Processes, COS Heidelberg/BioQuant, Heidelberg University, Heidelberg, Germany
| | - Brett G Olivier
- Amsterdam Insitute for Molecules, Medicines and Systems, VU Amsterdam, The Netherlands
| | - Lara Klett
- Department of Modeling of Biological Processes, COS Heidelberg/BioQuant, Heidelberg University, Heidelberg, Germany
| | - Jeroen Hugenholtz
- Laboratory for Microbiology, Swammerdam Institute for Life Sciences, Amsterdam, The Netherlands
| | - Bas Teusink
- Amsterdam Insitute for Molecules, Medicines and Systems, VU Amsterdam, The Netherlands
| | - Bernd Kreikemeyer
- Institute of Medical Microbiology, Virology and Hygiene, Rostock University Medical Centre, Rostock, Germany
| | - Ursula Kummer
- Department of Modeling of Biological Processes, COS Heidelberg/BioQuant, Heidelberg University, Heidelberg, Germany
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13
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Loss of Antibiotic Tolerance in Sod-Deficient Mutants Is Dependent on the Energy Source and Arginine Catabolism in Enterococci. J Bacteriol 2015; 197:3283-93. [PMID: 26260456 DOI: 10.1128/jb.00389-15] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Accepted: 07/31/2015] [Indexed: 01/25/2023] Open
Abstract
UNLABELLED Enterococci are naturally tolerant to typically bactericidal cell wall-active antibiotics, meaning that their growth is inhibited but they are not killed even when exposed to a high concentration of the drug. The molecular reasons for this extraordinary tolerance are still incompletely understood. Previous work showed that resistance to killing collapsed specifically in mutants affected in superoxide dismutase (Sod) activity, arguing that bactericidal antibiotic treatment led to induction of a superoxide burst. In the present work, we show that loss of antibiotic tolerance in ΔsodA mutants of pathogenic enterococci is dependent on the energy source present during antibiotic treatment. Hexoses induce greater killing than the pentose ribose, and no killing was observed with glycerol as the energy source. These results point to glycolytic reactions as crucial for antibiotic-mediated killing of ΔsodA mutants. A transposon mutant library was constructed in Enterococcus faecalis ΔsodA mutants and screened for restored tolerance of vancomycin. Partially restored tolerance was observed in mutants with transposon integrations into intergenic regions upstream of regulators implicated in arginine catabolism. In these mutants, the arginine deiminase operon was highly upregulated. A model for the action of cell wall-active antibiotics in tolerant and nontolerant bacteria is proposed. IMPORTANCE Antibiotic tolerance is a serious clinical concern, since tolerant bacteria have considerably increased abilities to resist killing by bactericidal drugs. Using enterococci as models for highly antibiotic-tolerant pathogens, we showed that tolerance of these bacteria is linked to their superoxide dismutase (Sod), arguing that bactericidal antibiotics induce generation of reactive oxygen species inside cells. Wild-type strains are tolerant because they detoxify these deleterious molecules by the activity of Sod, whereas Sod-deficient strains are killed. This study showed that killing depends on the energy source present during treatment and that an increase in arginine catabolism partially restored tolerance of the Sod mutants. These results are used to propose a mode-of-action model of cell wall-active antibiotics in tolerant and nontolerant bacteria.
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14
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Zhang D, Guan D, Liang J, Guo C, Xie X, Zhang C, Xu Q, Chen N. Reducing lactate secretion by ldhA Deletion in L-glutamate- producing strain Corynebacterium glutamicum GDK-9. Braz J Microbiol 2015; 45:1477-83. [PMID: 25763057 PMCID: PMC4323326 DOI: 10.1590/s1517-83822014000400044] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2013] [Accepted: 03/14/2014] [Indexed: 11/22/2022] Open
Abstract
L-lactate is one of main byproducts excreted in to the fermentation medium. To improve L-glutamate production and reduce L-lactate accumulation, L-lactate dehydrogenase-encoding gene ldhA was knocked out from L-glutamate producing strain Corynebacterium glutamicum GDK-9, designated GDK-9ΔldhA. GDK-9ΔldhA produced approximately 10.1% more L-glutamate than the GDK-9, and yielded lower levels of such by-products as α-ketoglutarate, L-lactate and L-alanine. Since dissolved oxygen (DO) is one of main factors affecting L-lactate formation during L-glutamate fermentation, we investigated the effect of ldhA deletion from GDK-9 under different DO conditions. Under both oxygen-deficient and high oxygen conditions, L-glutamate production by GDK-9ΔldhA was not higher than that of the GDK-9. However, under micro-aerobic conditions, GDK-9ΔldhA exhibited 11.61% higher L-glutamate and 58.50% lower L-alanine production than GDK-9. Taken together, it is demonstrated that deletion of ldhA can enhance L-glutamate production and lower the unwanted by-products concentration, especially under micro-aerobic conditions.
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Affiliation(s)
- Dalong Zhang
- College of Biotechnology Tianjin University of Science and Technology Tianjin P.R. China College of Biotechnology, Tianjin University of Science and Technology, Tianjin, P.R. China. ; Key Laboratory of Industrial Microbiology Education Ministry Tianjin P.R. China Key Laboratory of Industrial Microbiology, Education Ministry, Tianjin, P.R. China
| | - Dan Guan
- China Biothech Fermentation Industry Association Beijing P.R. China China Biothech Fermentation Industry Association, Beijing, P.R. China
| | - Jingbo Liang
- College of Biotechnology Tianjin University of Science and Technology Tianjin P.R. China College of Biotechnology, Tianjin University of Science and Technology, Tianjin, P.R. China. ; Key Laboratory of Industrial Microbiology Education Ministry Tianjin P.R. China Key Laboratory of Industrial Microbiology, Education Ministry, Tianjin, P.R. China
| | - Chunqian Guo
- College of Biotechnology Tianjin University of Science and Technology Tianjin P.R. China College of Biotechnology, Tianjin University of Science and Technology, Tianjin, P.R. China. ; Key Laboratory of Industrial Microbiology Education Ministry Tianjin P.R. China Key Laboratory of Industrial Microbiology, Education Ministry, Tianjin, P.R. China
| | - Xixian Xie
- College of Biotechnology Tianjin University of Science and Technology Tianjin P.R. China College of Biotechnology, Tianjin University of Science and Technology, Tianjin, P.R. China. ; Key Laboratory of Industrial Microbiology Education Ministry Tianjin P.R. China Key Laboratory of Industrial Microbiology, Education Ministry, Tianjin, P.R. China
| | - Chenglin Zhang
- College of Biotechnology Tianjin University of Science and Technology Tianjin P.R. China College of Biotechnology, Tianjin University of Science and Technology, Tianjin, P.R. China. ; Key Laboratory of Industrial Microbiology Education Ministry Tianjin P.R. China Key Laboratory of Industrial Microbiology, Education Ministry, Tianjin, P.R. China
| | - Qingyang Xu
- College of Biotechnology Tianjin University of Science and Technology Tianjin P.R. China College of Biotechnology, Tianjin University of Science and Technology, Tianjin, P.R. China. ; Key Laboratory of Industrial Microbiology Education Ministry Tianjin P.R. China Key Laboratory of Industrial Microbiology, Education Ministry, Tianjin, P.R. China
| | - Ning Chen
- College of Biotechnology Tianjin University of Science and Technology Tianjin P.R. China College of Biotechnology, Tianjin University of Science and Technology, Tianjin, P.R. China. ; Key Laboratory of Industrial Microbiology Education Ministry Tianjin P.R. China Key Laboratory of Industrial Microbiology, Education Ministry, Tianjin, P.R. China
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15
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Using a genome-scale metabolic model of Enterococcus faecalis V583 to assess amino acid uptake and its impact on central metabolism. Appl Environ Microbiol 2014; 81:1622-33. [PMID: 25527553 DOI: 10.1128/aem.03279-14] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Increasing antibiotic resistance in pathogenic bacteria necessitates the development of new medication strategies. Interfering with the metabolic network of the pathogen can provide novel drug targets but simultaneously requires a deeper and more detailed organism-specific understanding of the metabolism, which is often surprisingly sparse. In light of this, we reconstructed a genome-scale metabolic model of the pathogen Enterococcus faecalis V583. The manually curated metabolic network comprises 642 metabolites and 706 reactions. We experimentally determined metabolic profiles of E. faecalis grown in chemically defined medium in an anaerobic chemostat setup at different dilution rates and calculated the net uptake and product fluxes to constrain the model. We computed growth-associated energy and maintenance parameters and studied flux distributions through the metabolic network. Amino acid auxotrophies were identified experimentally for model validation and revealed seven essential amino acids. In addition, the important metabolic hub of glutamine/glutamate was altered by constructing a glutamine synthetase knockout mutant. The metabolic profile showed a slight shift in the fermentation pattern toward ethanol production and increased uptake rates of multiple amino acids, especially l-glutamine and l-glutamate. The model was used to understand the altered flux distributions in the mutant and provided an explanation for the experimentally observed redirection of the metabolic flux. We further highlighted the importance of gene-regulatory effects on the redirection of the metabolic fluxes upon perturbation. The genome-scale metabolic model presented here includes gene-protein-reaction associations, allowing a further use for biotechnological applications, for studying essential genes, proteins, or reactions, and the search for novel drug targets.
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16
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Veith N, Feldman-Salit A, Cojocaru V, Henrich S, Kummer U, Wade RC. Organism-adapted specificity of the allosteric regulation of pyruvate kinase in lactic acid bacteria. PLoS Comput Biol 2013; 9:e1003159. [PMID: 23946717 PMCID: PMC3738050 DOI: 10.1371/journal.pcbi.1003159] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2013] [Accepted: 06/11/2013] [Indexed: 11/19/2022] Open
Abstract
Pyruvate kinase (PYK) is a critical allosterically regulated enzyme that links glycolysis, the primary energy metabolism, to cellular metabolism. Lactic acid bacteria rely almost exclusively on glycolysis for their energy production under anaerobic conditions, which reinforces the key role of PYK in their metabolism. These organisms are closely related, but have adapted to a huge variety of native environments. They include food-fermenting organisms, important symbionts in the human gut, and antibiotic-resistant pathogens. In contrast to the rather conserved inhibition of PYK by inorganic phosphate, the activation of PYK shows high variability in the type of activating compound between different lactic acid bacteria. System-wide comparative studies of the metabolism of lactic acid bacteria are required to understand the reasons for the diversity of these closely related microorganisms. These require knowledge of the identities of the enzyme modifiers. Here, we predict potential allosteric activators of PYKs from three lactic acid bacteria which are adapted to different native environments. We used protein structure-based molecular modeling and enzyme kinetic modeling to predict and validate potential activators of PYK. Specifically, we compared the electrostatic potential and the binding of phosphate moieties at the allosteric binding sites, and predicted potential allosteric activators by docking. We then made a kinetic model of Lactococcus lactis PYK to relate the activator predictions to the intracellular sugar-phosphate conditions in lactic acid bacteria. This strategy enabled us to predict fructose 1,6-bisphosphate as the sole activator of the Enterococcus faecalis PYK, and to predict that the PYKs from Streptococcus pyogenes and Lactobacillus plantarum show weaker specificity for their allosteric activators, while still having fructose 1,6-bisphosphate play the main activator role in vivo. These differences in the specificity of allosteric activation may reflect adaptation to different environments with different concentrations of activating compounds. The combined computational approach employed can readily be applied to other enzymes.
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Affiliation(s)
- Nadine Veith
- Molecular and Cellular Modelling Group, Heidelberg Institute for Theoretical Studies (HITS), Heidelberg, Germany
- Department of Modelling Biological Processes, Centre for Organismal Studies (COS)/BIOQUANT, Heidelberg University, Heidelberg, Germany
| | - Anna Feldman-Salit
- Molecular and Cellular Modelling Group, Heidelberg Institute for Theoretical Studies (HITS), Heidelberg, Germany
- Department of Modelling Biological Processes, Centre for Organismal Studies (COS)/BIOQUANT, Heidelberg University, Heidelberg, Germany
- Center for Modelling and Simulation in the Biosciences (BIOMS), Heidelberg, Germany
| | - Vlad Cojocaru
- Molecular and Cellular Modelling Group, Heidelberg Institute for Theoretical Studies (HITS), Heidelberg, Germany
| | - Stefan Henrich
- Molecular and Cellular Modelling Group, Heidelberg Institute for Theoretical Studies (HITS), Heidelberg, Germany
| | - Ursula Kummer
- Department of Modelling Biological Processes, Centre for Organismal Studies (COS)/BIOQUANT, Heidelberg University, Heidelberg, Germany
| | - Rebecca C. Wade
- Molecular and Cellular Modelling Group, Heidelberg Institute for Theoretical Studies (HITS), Heidelberg, Germany
- Center for Molecular Biology (ZMBH), Heidelberg University, Heidelberg, Germany
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17
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Hering S, Sieg A, Kreikemeyer B, Fiedler T. Kinetic characterization of arginine deiminase and carbamate kinase from Streptococcus pyogenes M49. Protein Expr Purif 2013; 91:61-8. [PMID: 23867361 DOI: 10.1016/j.pep.2013.07.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Revised: 06/27/2013] [Accepted: 07/08/2013] [Indexed: 11/28/2022]
Abstract
Streptococcus pyogenes (group A Streptococcus, GAS) is an important human pathogen causing mild superficial infections of skin and mucous membranes, but also life-threatening systemic diseases. S. pyogenes and other prokaryotic organisms use the arginine deiminase system (ADS) for survival in acidic environments. In this study, the arginine deiminase (AD), and carbamate kinase (CK) from S. pyogenes M49 strain 591 were heterologously expressed in Escherichia coli DH5α, purified, and kinetically characterized. AD and CK from S. pyogenes M49 share high amino acid sequence similarity with the respective enzymes from Lactococcus lactis subsp. lactis IL1403 (45.6% and 53.5% identical amino acids) and Enterococcus faecalis V583 (66.8% and 66.8% identical amino acids). We found that the arginine deiminase of S. pyogenes is not allosterically regulated by the intermediates and products of the arginine degradation (e.g., ATP, citrulline, carbamoyl phosphate). The Km and Vmax values for arginine were 1.13±0.12mM (mean±SD) and 1.51±0.07μmol/min/mg protein. The carbamate kinase is inhibited by ATP but unaffected by arginine and citrulline. The Km and Vmax values for ADP were 0.72±0.08mM and 1.10±0.10μmol/min/mg protein and the Km for carbamoyl phosphate was 0.65±0.07mM. The optimum pH and temperature for both enzymes were 6.5 and 37°C, respectively.
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Affiliation(s)
- Silvio Hering
- Rostock University Medical Centre, Institute of Medical Microbiology, Virology, and Hygiene, Schillingallee 70, 18057 Rostock, Germany
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18
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Abstract
We show that Enterococcus faecalis can utilize ascorbate for fermentative growth. In chemically defined media, growth yield was limited by the supply of amino acids, and the cells showed a much higher demand for amino acids than when they were grown on glucose.
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19
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Feldman-Salit A, Hering S, Messiha HL, Veith N, Cojocaru V, Sieg A, Westerhoff HV, Kreikemeyer B, Wade RC, Fiedler T. Regulation of the activity of lactate dehydrogenases from four lactic acid bacteria. J Biol Chem 2013; 288:21295-21306. [PMID: 23720742 DOI: 10.1074/jbc.m113.458265] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Despite high similarity in sequence and catalytic properties, the l-lactate dehydrogenases (LDHs) in lactic acid bacteria (LAB) display differences in their regulation that may arise from their adaptation to different habitats. We combined experimental and computational approaches to investigate the effects of fructose 1,6-bisphosphate (FBP), phosphate (Pi), and ionic strength (NaCl concentration) on six LDHs from four LABs studied at pH 6 and pH 7. We found that 1) the extent of activation by FBP (Kact) differs. Lactobacillus plantarum LDH is not regulated by FBP, but the other LDHs are activated with increasing sensitivity in the following order: Enterococcus faecalis LDH2 ≤ Lactococcus lactis LDH2 < E. faecalis LDH1 < L. lactis LDH1 ≤ Streptococcus pyogenes LDH. This trend reflects the electrostatic properties in the allosteric binding site of the LDH enzymes. 2) For L. plantarum, S. pyogenes, and E. faecalis, the effects of Pi are distinguishable from the effect of changing ionic strength by adding NaCl. 3) Addition of Pi inhibits E. faecalis LDH2, whereas in the absence of FBP, Pi is an activator of S. pyogenes LDH, E. faecalis LDH1, and L. lactis LDH1 and LDH2 at pH 6. These effects can be interpreted by considering the computed binding affinities of Pi to the catalytic and allosteric binding sites of the enzymes modeled in protonation states corresponding to pH 6 and pH 7. Overall, the results show a subtle interplay among the effects of Pi, FBP, and pH that results in different regulatory effects on the LDHs of different LABs.
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Affiliation(s)
- Anna Feldman-Salit
- From the Molecular and Cellular Modeling Group, Heidelberg Institute for Theoretical Studies, 69118 Heidelberg, Germany,; BioQuant and
| | - Silvio Hering
- Institute of Medical Microbiology, Virology, and Hygiene, University Medicine Rostock, 18057 Rostock, Germany
| | - Hanan L Messiha
- Manchester Centre for Integrative Systems Biology, MIB, The University of Manchester, Manchester M1 7DN, United Kingdom, and
| | - Nadine Veith
- From the Molecular and Cellular Modeling Group, Heidelberg Institute for Theoretical Studies, 69118 Heidelberg, Germany,; BioQuant and
| | - Vlad Cojocaru
- From the Molecular and Cellular Modeling Group, Heidelberg Institute for Theoretical Studies, 69118 Heidelberg, Germany
| | - Antje Sieg
- Institute of Medical Microbiology, Virology, and Hygiene, University Medicine Rostock, 18057 Rostock, Germany
| | - Hans V Westerhoff
- Manchester Centre for Integrative Systems Biology, MIB, The University of Manchester, Manchester M1 7DN, United Kingdom, and; Synthetic Systems Biology, SILS, the University of Amsterdam, and Molecular Cell Physiology, FALW, Netherlands Institute for Systems Biology, VU University Amsterdam, NL-1018 HV Amsterdam, The Netherlands
| | - Bernd Kreikemeyer
- Institute of Medical Microbiology, Virology, and Hygiene, University Medicine Rostock, 18057 Rostock, Germany
| | - Rebecca C Wade
- From the Molecular and Cellular Modeling Group, Heidelberg Institute for Theoretical Studies, 69118 Heidelberg, Germany,; Center for Molecular Biology, Heidelberg University, 69120 Heidelberg, Germany,.
| | - Tomas Fiedler
- Institute of Medical Microbiology, Virology, and Hygiene, University Medicine Rostock, 18057 Rostock, Germany,.
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Redox balance via lactate dehydrogenase is important for multiple stress resistance and virulence in Enterococcus faecalis. Infect Immun 2013; 81:2662-8. [PMID: 23649090 DOI: 10.1128/iai.01299-12] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Enterococcus faecalis is a highly stress resistant opportunistic pathogen. The intrinsic ruggedness of this bacterium is supposed to be the basis of its capacity to colonize the hostile environments of hospitals and to cause several kinds of infections. We show in this work that general resistance to very different environmental stresses depends on the ability of E. faecalis to maintain redox balance via lactate dehydrogenase (LDH). Furthermore, LDH-deficient mutants are less successful than the wild type at colonizing host organs in a murine model of systemic infection. Taken together, our results, as well as those previously published for Staphylococcus aureus (A. R. Richardson, S. J. Libby, and F. C. Fang, Science 319:1672-1676, 2008), identify LDH as an attractive drug target. These drugs may have additional applications, as in the fight against glycopeptide antibiotic-resistant bacteria and even cancer.
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Engineering a cyanobacterial cell factory for production of lactic acid. Appl Environ Microbiol 2012; 78:7098-106. [PMID: 22865063 DOI: 10.1128/aem.01587-12] [Citation(s) in RCA: 150] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Metabolic engineering of microorganisms has become a versatile tool to facilitate production of bulk chemicals, fuels, etc. Accordingly, CO(2) has been exploited via cyanobacterial metabolism as a sustainable carbon source of biofuel and bioplastic precursors. Here we extended these observations by showing that integration of an ldh gene from Bacillus subtilis (encoding an l-lactate dehydrogenase) into the genome of Synechocystis sp. strain PCC6803 leads to l-lactic acid production, a phenotype which is shown to be stable for prolonged batch culturing. Coexpression of a heterologous soluble transhydrogenase leads to an even higher lactate production rate and yield (lactic acid accumulating up to a several-millimolar concentration in the extracellular medium) than those for the single ldh mutant. The expression of a transhydrogenase alone, however, appears to be harmful to the cells, and a mutant carrying such a gene is rapidly outcompeted by a revertant(s) with a wild-type growth phenotype. Furthermore, our results indicate that the introduction of a lactate dehydrogenase rescues this phenotype by preventing the reversion.
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Effects of the ERES pathogenicity region regulator Ralp3 on Streptococcus pyogenes serotype M49 virulence factor expression. J Bacteriol 2012; 194:3618-26. [PMID: 22544273 DOI: 10.1128/jb.00227-12] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Streptococcus pyogenes (group A streptococcus [GAS]) is a highly virulent Gram-positive bacterium. For successful infection, GAS expresses many virulence factors, which are clustered together with transcriptional regulators in distinct genomic regions. Ralp3 is a central regulator of the ERES region. In this study, we investigated the role of Ralp3 in GAS M49 pathogenesis. The inactivation of Ralp3 resulted in reduced attachment to and internalization into human keratinocytes. The Δralp3 mutant failed to survive in human blood and serum, and the hyaluronic acid capsule was slightly decreased. In addition, the mutant showed a lower binding capacity to human plasminogen, and the SpeB activity was significantly decreased. Complementation of the Δralp3 mutant restored the wild-type phenotype. The transcriptome and quantitative reverse transcription-PCR analysis of the serotype M49 GAS strain and its isogenic Δralp3 mutant identified 16 genes as upregulated, and 43 genes were found to be downregulated. Among the downregulated genes, there were open reading frames encoding proteins involved in metabolism (e.g., both lac operons and the fru operon), genes encoding lantibiotics (e.g., the putative salivaricin operon), and ORFs encoding virulence factors (such as the whole Mga core regulon and further genes under Mga control). In summary, the ERES region regulator Ralp3 is an important serotype-specific transcriptional regulator for virulence and metabolic control.
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Levering J, Musters MWJM, Bekker M, Bellomo D, Fiedler T, de Vos WM, Hugenholtz J, Kreikemeyer B, Kummer U, Teusink B. Role of phosphate in the central metabolism of two lactic acid bacteria - a comparative systems biology approach. FEBS J 2012; 279:1274-90. [DOI: 10.1111/j.1742-4658.2012.08523.x] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Growth rate-dependent control in Enterococcus faecalis: effects on the transcriptome and proteome, and strong regulation of lactate dehydrogenase. Appl Environ Microbiol 2011; 78:170-6. [PMID: 22038603 DOI: 10.1128/aem.06604-11] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Enterococcus faecalis V583 was grown in a glucose-limited chemostat at three different growth rates (0.05, 0.15, and 0.4 h⁻¹). The fermentation pattern changed with growth rate, from a mostly homolactic profile at a high growth rate to a fermentation dominated by formate, acetate, and ethanol production at a low growth rate. A number of amino acids were consumed at the lower growth rates but not by fast-growing cells. The change in metabolic profile was caused mainly by decreased flux through lactate dehydrogenase. The transcription of ldh-1, encoding the principal lactate dehydrogenase, showed very strong growth rate dependence and differed by three orders of magnitude between the highest and the lowest growth rates. Despite the increase in ldh-1 transcript, the content of the Ldh-1 protein was the same under all conditions. Using microarrays and quantitative PCR, the levels of 227 gene transcripts were found to be affected by the growth rate, and 56 differentially expressed proteins were found by proteomic analyses. Few genes or proteins showed a growth rate-dependent increase or decrease in expression across the whole range of conditions, and many showed a maximum or minimum at the middle growth rate (i.e., 0.15 h⁻¹). For many gene products, a discrepancy between transcriptomic and proteomic data were seen, indicating posttranscriptional regulation of expression.
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