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Mizutani T, Hara R, Takeuchi M, Hibi M, Ueda M, Ogawa J. One-Pot Synthesis of Useful S-Substituted-l-cysteine Sulfoxides Using Genetically Engineered Escherichia coli. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:5339-5347. [PMID: 38417143 DOI: 10.1021/acs.jafc.3c08824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/01/2024]
Abstract
S-Substituted-l-cysteine sulfoxides are valuable compounds that are contained in plants. Particularly, (+)-alliin and its degraded products have gained significant attention because of their human health benefits. However, (+)-alliin production has been limited to extraction from plants and chemical synthesis; both methods have drawbacks in terms of stability and safety. Here, we proposed the enzymatic cascade reaction for synthesizing (+)-alliin from readily available substrates. To achieve a one-pot (+)-alliin production, we constructed Escherichia coli coexpressing the genes encoding tryptophan synthase from Aeromonas hydrophila ssp. hydrophila NBRC 3820 and l-isoleucine hydroxylase from Bacillus thuringiensis 2e2 for the biocatalyst. Deletion of tryptophanase gene in E. coli increased the yield about 2-fold. Under optimized conditions, (+)-alliin accumulation reached 110 mM, which is the highest productivity thus far. Moreover, natural and unnatural S-substituted-l-cysteine sulfoxides were synthesized by applying various thiols to the cascade reaction. These results indicate that the developed bioprocess would enable the supply of diverse S-substituted-l-cysteine sulfoxides.
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Affiliation(s)
- Taku Mizutani
- Division of Applied Life Sciences, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Ryotaro Hara
- Laboratory of Industrial Microbiology, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Michiki Takeuchi
- Laboratory of Industrial Microbiology, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Makoto Hibi
- Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural University, Toyama 939-0398, Japan
| | - Makoto Ueda
- Laboratory of Industrial Microbiology, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan
- Department of Materials Chemistry and Bioengineering, National Institute of Technology, Oyama College, 771 Nakakuki, Oyama, Tochigi 323-0806, Japan
| | - Jun Ogawa
- Division of Applied Life Sciences, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan
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Fang T, Szklarczyk D, Hachilif R, von Mering C. Enhancing coevolutionary signals in protein-protein interaction prediction through clade-wise alignment integration. Sci Rep 2024; 14:6009. [PMID: 38472223 PMCID: PMC10933411 DOI: 10.1038/s41598-024-55655-9] [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: 12/06/2023] [Accepted: 02/26/2024] [Indexed: 03/14/2024] Open
Abstract
Protein-protein interactions (PPIs) play essential roles in most biological processes. The binding interfaces between interacting proteins impose evolutionary constraints that have successfully been employed to predict PPIs from multiple sequence alignments (MSAs). To construct MSAs, critical choices have to be made: how to ensure the reliable identification of orthologs, and how to optimally balance the need for large alignments versus sufficient alignment quality. Here, we propose a divide-and-conquer strategy for MSA generation: instead of building a single, large alignment for each protein, multiple distinct alignments are constructed under distinct clades in the tree of life. Coevolutionary signals are searched separately within these clades, and are only subsequently integrated using machine learning techniques. We find that this strategy markedly improves overall prediction performance, concomitant with better alignment quality. Using the popular DCA algorithm to systematically search pairs of such alignments, a genome-wide all-against-all interaction scan in a bacterial genome is demonstrated. Given the recent successes of AlphaFold in predicting direct PPIs at atomic detail, a discover-and-refine approach is proposed: our method could provide a fast and accurate strategy for pre-screening the entire genome, submitting to AlphaFold only promising interaction candidates-thus reducing false positives as well as computation time.
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Affiliation(s)
- Tao Fang
- Department of Molecular Life Sciences, University of Zurich, 8057, Zurich, Switzerland
- SIB Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Damian Szklarczyk
- Department of Molecular Life Sciences, University of Zurich, 8057, Zurich, Switzerland
- SIB Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Radja Hachilif
- Department of Molecular Life Sciences, University of Zurich, 8057, Zurich, Switzerland
- SIB Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Christian von Mering
- Department of Molecular Life Sciences, University of Zurich, 8057, Zurich, Switzerland.
- SIB Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland.
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Serine Deamination Is a New Acid Tolerance Mechanism Observed in Uropathogenic Escherichia coli. mBio 2022; 13:e0296322. [PMID: 36468870 PMCID: PMC9765748 DOI: 10.1128/mbio.02963-22] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2022] Open
Abstract
Escherichia coli associates with humans early in life and can occupy several body niches either as a commensal in the gut and vagina, or as a pathogen in the urinary tract. As such, E. coli has an arsenal of acid response mechanisms that allow it to withstand the different levels of acid stress encountered within and outside the host. Here, we report the discovery of an additional acid response mechanism that involves the deamination of l-serine to pyruvate by the conserved l-serine deaminases SdaA and SdaB. l-serine is the first amino acid to be imported in E. coli during growth in laboratory media. However, there remains a lack in knowledge as to how l-serine is utilized. Using a uropathogenic strain of E. coli, UTI89, we show that in acidified media, l-serine is brought into the cell via the SdaC transporter. We further demonstrate that deletion of the l-serine deaminases SdaA and SdaB renders E. coli susceptible to acid stress, similar to other acid stress deletion mutants. The pyruvate produced by l-serine deamination activates the pyruvate sensor BtsS, which in concert with the noncognate response regulator YpdB upregulates the putative transporter YhjX. Based on these observations, we propose that l-serine deamination constitutes another acid response mechanism in E. coli. IMPORTANCE The observation that l-serine uptake occurs as E. coli cultures grow is well established, yet the benefit E. coli garners from this uptake remains unclear. Here, we report a novel acid tolerance mechanism where l-serine is deaminated to pyruvate and ammonia, promoting survival of E. coli under acidic conditions. This study is important as it provides evidence of the use of l-serine as an acid response strategy, not previously reported for E. coli.
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The conserved serine transporter SdaC moonlights to enable self recognition. J Bacteriol 2021; 204:e0034721. [PMID: 34662238 DOI: 10.1128/jb.00347-21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Cells can use self recognition to achieve cooperative behaviors. Self-recognition genes are thought to principally evolve in tandem with partner self-recognition alleles. However, other constraints on protein evolution could exist. Here, we have identified an interaction outside of self-recognition loci that could constrain the sequence variation of a self-recognition protein. We show that during collective swarm expansion in Proteus mirabilis, self-recognition signaling co-opts SdaC, a serine transporter. Serine uptake is crucial for bacterial survival and colonization. Single-residue variants of SdaC reveal that self recognition requires an open conformation of the protein; serine transport is dispensable. A distant ortholog from Escherichia coli is sufficient for self recognition; however, a paralogous serine transporter, YhaO, is not. Thus, SdaC couples self recognition and serine transport, likely through a shared molecular interface. Self recognition proteins may follow the framework of a complex interaction network rather than an isolated two-protein system. Understanding molecular and ecological constraints on self-recognition proteins lays the groundwork for insights into the evolution of self recognition and emergent collective behaviors. Importance Bacteria can receive secret messages from kin during migration. For Proteus mirabilis, these messages are necessary for virulence in multi-species infections. We show that a serine transporter-conserved among gamma-enterobacteria- enables self recognition. Molecular co-option of nutrient uptake could limit the sequence variation of these message proteins. SdaC is the primary transporter for L-serine, a vital metabolite for colonization during disease. Unlike many self-recognition receptors, SdaC is sufficiently conserved between species to achieve recognition. The predicted open conformation is shared by transport and recognition. SdaC reveals the interdependence of communication and nutrient acquisition. As the broader interactions of self-recognition proteins are studied, features shared among microbial self-recognition systems, such as Dictyostelium spp. and Neurospora spp., could emerge.
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Noda S, Mori Y, Fujiwara R, Shirai T, Tanaka T, Kondo A. Reprogramming Escherichia coli pyruvate-forming reaction towards chorismate derivatives production. Metab Eng 2021; 67:1-10. [PMID: 34044138 DOI: 10.1016/j.ymben.2021.05.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 04/30/2021] [Accepted: 05/13/2021] [Indexed: 11/18/2022]
Abstract
Microbial metabolic pathway engineering is a potent strategy used worldwide to produce aromatic compounds. We drastically rewired the primary metabolic pathway of Escherichia coli to produce aromatics and their derivatives. The metabolic pathway of E. coli was compartmentalized into the production and energy modules. We focused on the pyruvate-forming reaction in the biosynthesis pathway of some compounds as the reaction connecting those modules. E. coli strains were engineered to show no growth unless pyruvate was synthesized along with the compounds of interest production. Production of salicylate and maleate was demonstrated to confirm our strategy's versatility. In maleate production, the production, yield against the theoretical yield, and production rate reached 12.0 g L-1, 67%, and up to fourfold compared to that in previous reports, respectively; these are the highest values of maleate production in microbes to our knowledge. The results reveal that our strategy strongly promotes the production of aromatics and their derivatives.
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Affiliation(s)
- Shuhei Noda
- Center for Sustainable Resource Science, RIKEN, 1-7-22, Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045, Japan.
| | - Yutaro Mori
- Center for Sustainable Resource Science, RIKEN, 1-7-22, Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045, Japan
| | - Ryosuke Fujiwara
- Center for Sustainable Resource Science, RIKEN, 1-7-22, Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045, Japan
| | - Tomokazu Shirai
- Center for Sustainable Resource Science, RIKEN, 1-7-22, Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045, Japan
| | - Tsutomu Tanaka
- Department of Chemical Science and Engineering, Graduate School of Engineering, Kobe University, 1-1 Rokkodai, Nada, Kobe, 657-8501, Japan
| | - Akihiko Kondo
- Center for Sustainable Resource Science, RIKEN, 1-7-22, Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045, Japan; Graduate School of Science, Technology and Innovation, Kobe University, 1-1 Rokkodai, Nada, Kobe, 657-8501, Japan
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Kriner MA, Subramaniam AR. The serine transporter SdaC prevents cell lysis upon glucose depletion in Escherichia coli. Microbiologyopen 2019; 9:e960. [PMID: 31680488 PMCID: PMC7002108 DOI: 10.1002/mbo3.960] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 09/25/2019] [Accepted: 10/09/2019] [Indexed: 11/10/2022] Open
Abstract
The amino acid serine plays diverse metabolic roles, yet bacteria actively degrade exogenously provided serine via deamination to pyruvate. Serine deamination is thought to be a detoxification mechanism due to the ability of serine to inhibit several biosynthetic reactions, but this pathway remains highly active even in nutrient-replete conditions. While investigating the physiological roles of serine deamination in different growth conditions, we discovered that Escherichia coli cells lacking the sdaCB operon, which encodes the serine transporter SdaC and the serine deaminase SdaB, lyse upon glucose depletion in a medium containing no exogenous serine but all other amino acids and nucleobases. Unexpectedly, this lysis phenotype can be recapitulated by deleting sdaC alone and can be rescued by heterologous expression of SdaC. Lysis of ΔsdaC cells can be prevented by omitting glycine from the medium, inhibiting the glycine cleavage system, or by increasing alanine availability. Together, our results reveal that the serine transporter SdaC plays a critical role in maintaining amino acid homeostasis during shifts in nutrient availability in E. coli.
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Affiliation(s)
- Michelle A Kriner
- Basic Sciences Division and Computational Biology Section of the Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Arvind R Subramaniam
- Basic Sciences Division and Computational Biology Section of the Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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Duan X, Huang X, Wang X, Yan S, Guo S, Abdalla AE, Huang C, Xie J. l-Serine potentiates fluoroquinolone activity against Escherichia coli by enhancing endogenous reactive oxygen species production. J Antimicrob Chemother 2016; 71:2192-9. [PMID: 27118777 DOI: 10.1093/jac/dkw114] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Accepted: 03/08/2016] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The increase in multiple antimicrobial-resistant bacteria seriously threatens global public health. Novel effective strategies are urgently needed. l-Serine was reported as the most effective amino acid inhibitor against bacterial growth and can sensitize Escherichia coli cells to gentamicin. It is currently unknown whether l-serine affects other type of antibiotics such as β-lactams and fluoroquinolones. METHODS Using E. coli, we studied the combination of l-serine with diverse antibiotics against laboratory and clinical E. coli cultures and persisters. The intracellular NAD(+)/NADH level and ROS were determined using kits. Total cellular iron was determined by using a colorimetric ferrozine-based assay. RESULTS Exogenous l-serine sensitized E. coli ATCC 25922 and clinically isolated fluoroquinolone-resistant E. coli to fluoroquinolones. This potentiation is independent of growth phase. Addition of serine increases the production of NADH. The underlying mechanism of this strategy is that the combination of serine with ofloxacin or moxifloxacin increases the NAD(+)/NADH ratio, disrupts the Fe-S clusters and increases the production of endogenous reactive oxygen species. Furthermore, we used a serine and ofloxacin or moxifloxacin combination in vitro to combat bacterial persister cells, compared with antibiotic treatment alone; combinational treatments of persister cells with antibiotics and l-serine resulted in a significantly greater decrease in cell viability. CONCLUSIONS To our knowledge, this is the first report that l-serine can potentiate the action of ofloxacin or moxifloxacin against Gram-negative bacteria and could constitute a new strategy for the eradication of bacterial infections.
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Affiliation(s)
- Xiangke Duan
- Institute of Modern Biopharmaceuticals, State Key Laboratory Breeding Base of Eco-Environment and Bio-Resource of the Three Gorges Area, Key Laboratory of Eco-Environment Three Gorges Reservoir, Ministry of Education, School of Life Sciences, Southwest University, Chongqing 400715, China
| | - Xue Huang
- Institute of Modern Biopharmaceuticals, State Key Laboratory Breeding Base of Eco-Environment and Bio-Resource of the Three Gorges Area, Key Laboratory of Eco-Environment Three Gorges Reservoir, Ministry of Education, School of Life Sciences, Southwest University, Chongqing 400715, China
| | - Xiaoyu Wang
- Institute of Modern Biopharmaceuticals, State Key Laboratory Breeding Base of Eco-Environment and Bio-Resource of the Three Gorges Area, Key Laboratory of Eco-Environment Three Gorges Reservoir, Ministry of Education, School of Life Sciences, Southwest University, Chongqing 400715, China
| | - Shuangquan Yan
- Institute of Modern Biopharmaceuticals, State Key Laboratory Breeding Base of Eco-Environment and Bio-Resource of the Three Gorges Area, Key Laboratory of Eco-Environment Three Gorges Reservoir, Ministry of Education, School of Life Sciences, Southwest University, Chongqing 400715, China
| | - Siyao Guo
- Institute of Modern Biopharmaceuticals, State Key Laboratory Breeding Base of Eco-Environment and Bio-Resource of the Three Gorges Area, Key Laboratory of Eco-Environment Three Gorges Reservoir, Ministry of Education, School of Life Sciences, Southwest University, Chongqing 400715, China Hanhong College, Southwest University, Chongqing 400715, China
| | - Abualgasim Elgaili Abdalla
- Institute of Modern Biopharmaceuticals, State Key Laboratory Breeding Base of Eco-Environment and Bio-Resource of the Three Gorges Area, Key Laboratory of Eco-Environment Three Gorges Reservoir, Ministry of Education, School of Life Sciences, Southwest University, Chongqing 400715, China Department of Clinical Microbiology, College of Medical Laboratory Sciences, Omdurman Islamic University, Omdurman, Khartoum, Sudan
| | - Changwu Huang
- The Fifth People's Hospital of Chongqing, Chongqing 400715, China
| | - Jianping Xie
- Institute of Modern Biopharmaceuticals, State Key Laboratory Breeding Base of Eco-Environment and Bio-Resource of the Three Gorges Area, Key Laboratory of Eco-Environment Three Gorges Reservoir, Ministry of Education, School of Life Sciences, Southwest University, Chongqing 400715, China
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Xu XL, Grant GA. Mutagenic and chemical analyses provide new insight into enzyme activation and mechanism of the type 2 iron-sulfur l-serine dehydratase from Legionella pneumophila. Arch Biochem Biophys 2016; 596:108-17. [PMID: 26971469 DOI: 10.1016/j.abb.2016.03.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Revised: 02/18/2016] [Accepted: 03/05/2016] [Indexed: 11/28/2022]
Abstract
The crystal structure of the Type 2 l-serine dehydratase from Legionella pneumophila (lpLSD), revealed a "tail-in-mouth" configuration where the C-terminal residue acts as an intrinsic competitive inhibitor. This pre-catalytic structure undergoes an activation step prior to catalytic turnover. Mutagenic analysis of residues at or near the active site cleft is consistent with stabilization of substrate binding by many of the same residues that interact with the C-terminal cysteine and highlight the critical role of certain tail residues in activity. pH-rate profiles show that a residue with pK of 5.9 must be deprotonated and a residue with a pK of 8.5 must be protonated for activity. This supports an earlier suggestion that His 61 is the likely catalytic base. An additional residue with a pK of 8.5-9 increases cooperativity when it is deprotonated. This investigation also demonstrates that the Fe-S dehydratases convert the enamine/imine intermediates of the catalytic reaction to products on the enzyme prior to release. This is in contrast to pyridoxyl 5' phosphate based dehydratases that release an enamine/imine intermediate into solution, which then hydrolyzes to produce the ketoamine product.
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Affiliation(s)
- Xiao Lan Xu
- Developmental Biology, Washington University School of Medicine, 660 S. Euclid Avenue, Box 8103, St. Louis, MO 63110, USA
| | - Gregory A Grant
- Developmental Biology, Washington University School of Medicine, 660 S. Euclid Avenue, Box 8103, St. Louis, MO 63110, USA; Department of Medicine, Washington University School of Medicine, 660 S. Euclid Avenue, Box 8103, St. Louis, MO 63110, USA.
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Zhang J, Quan C, Wang C, Wu H, Li Z, Ye Q. Systematic manipulation of glutathione metabolism in Escherichia coli for improved glutathione production. Microb Cell Fact 2016; 15:38. [PMID: 26883423 PMCID: PMC4754818 DOI: 10.1186/s12934-016-0439-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 02/03/2016] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND L-glutathione (GSH) is a non-protein thiol compound with important biological properties and is widely used in pharmaceutical, food, cosmetic and health products. The cellular GSH is determined by the activity and characteristic of GSH-synthesizing enzymes, energy and precursor supply, and degradation of formed GSH. RESULTS In this study, genes encoding enzymes related to the precursor amino acid degradation and glycogen formation as well as GSH degradation were systematically manipulated in Escherichia coli strains over-expressing gshF from Actinobacillus succinogenes. The manipulation included disrupting the precursor degradation pathways (tnaA and sdaA), eliminating L-glutathione degradation (ggt and pepT), and manipulating the intracellular ATP level (disruption of glgB). However the constructed mutants showed lower levels of GshF expression. 2-D electrophoresis was performed to elucidate the reasons for this discrepancy, and the results indicated obvious changes in central metabolism and amino acid metabolism in the penta-mutant. Fed-batch culture of the penta-mutant ZJ12345 was performed where the GshF expression level was enhanced, and both the GSH production (19.10 mM) and the yield based on added L-cysteine (0.76 mmol/mmol) were significantly increased. CONCLUSION By interrupting the degradation pathways of L-cysteine, serine and GSH and blocking glycogen formation, the GSH production efficiency was significantly improved.
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Affiliation(s)
- Jing Zhang
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China.
| | - Cong Quan
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China.
| | - Cheng Wang
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China.
| | - Hui Wu
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China.
| | - Zhimin Li
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China.
- Shanghai Collaborative Innovation Center for Biomanufacturing Technology, 130 Meilong Road, Shanghai, 200237, China.
| | - Qin Ye
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China.
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Abstract
This review considers the pathways for the degradation of amino acids and a few related compounds (agmatine, putrescine, ornithine, and aminobutyrate), along with their functions and regulation. Nitrogen limitation and an acidic environment are two physiological cues that regulate expression of several amino acid catabolic genes. The review considers Escherichia coli, Salmonella enterica serovar Typhimurium, and Klebsiella species. The latter is included because the pathways in Klebsiella species have often been thoroughly characterized and also because of interesting differences in pathway regulation. These organisms can essentially degrade all the protein amino acids, except for the three branched-chain amino acids. E. coli, Salmonella enterica serovar Typhimurium, and Klebsiella aerogenes can assimilate nitrogen from D- and L-alanine, arginine, asparagine, aspartate, glutamate, glutamine, glycine, proline, and D- and L-serine. There are species differences in the utilization of agmatine, citrulline, cysteine, histidine, the aromatic amino acids, and polyamines (putrescine and spermidine). Regardless of the pathway of glutamate synthesis, nitrogen source catabolism must generate ammonia for glutamine synthesis. Loss of glutamate synthase (glutamineoxoglutarate amidotransferase, or GOGAT) prevents utilization of many organic nitrogen sources. Mutations that create or increase a requirement for ammonia also prevent utilization of most organic nitrogen sources.
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11
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El-Hajj ZW, Newman EB. How much territory can a single E. coli cell control? Front Microbiol 2015; 6:309. [PMID: 25954251 PMCID: PMC4404868 DOI: 10.3389/fmicb.2015.00309] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2015] [Accepted: 03/29/2015] [Indexed: 11/20/2022] Open
Abstract
Bacteria have been traditionally classified in terms of size and shape and are best known for their very small size. Escherichia coli cells in particular are small rods, each 1–2 μ. However, the size varies with the medium, and faster growing cells are larger because they must have more ribosomes to make more protoplasm per unit time, and ribosomes take up space. Indeed, Maaløe’s experiments on how E. coli establishes its size began with shifts between rich and poor media. Recently much larger bacteria have been described, including Epulopiscium fishelsoni at 700 μm and Thiomargarita namibiensis at 750 μm. These are not only much longer than E. coli cells but also much wider, necessitating considerable intracellular organization. Epulopiscium cells for instance, at 80 μm wide, enclose a large enough volume of cytoplasm to present it with major transport problems. This review surveys E. coli cells much longer than those which grow in nature and in usual lab cultures. These include cells mutated in a single gene (metK) which are 2–4 × longer than their non-mutated parent. This metK mutant stops dividing when slowly starved of S-adenosylmethionine but continues to elongate to 50 μm and more. FtsZ mutants have been routinely isolated as long cells which form during growth at 42°C. The SOS response is a well-characterized regulatory network that is activated in response to DNA damage and also results in cell elongation. Our champion elongated E. coli is a metK strain with a further, as yet unidentified mutation, which reaches 750 μm with no internal divisions and no increase in width.
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Affiliation(s)
- Ziad W El-Hajj
- Department of Biology, Concordia University , Montreal, QC, Canada
| | - Elaine B Newman
- Department of Biology, Concordia University , Montreal, QC, Canada
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Identification and characterization of two new types of bacterial l-serine dehydratases and assessment of the function of the ACT domain. Arch Biochem Biophys 2013; 540:62-9. [DOI: 10.1016/j.abb.2013.10.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2013] [Revised: 10/09/2013] [Accepted: 10/13/2013] [Indexed: 11/17/2022]
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13
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Chen S, Xu XL, Grant GA. Allosteric Activation and Contrasting Properties of l-Serine Dehydratase Types 1 and 2. Biochemistry 2012; 51:5320-8. [DOI: 10.1021/bi300523p] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Shawei Chen
- Department
of Developmental Biology and ‡Department of Medicine, Washington University School of Medicine, 660 South
Euclid Avenue, Box 8103, St. Louis, Missouri 63110, United States
| | - Xiao Lan Xu
- Department
of Developmental Biology and ‡Department of Medicine, Washington University School of Medicine, 660 South
Euclid Avenue, Box 8103, St. Louis, Missouri 63110, United States
| | - Gregory A. Grant
- Department
of Developmental Biology and ‡Department of Medicine, Washington University School of Medicine, 660 South
Euclid Avenue, Box 8103, St. Louis, Missouri 63110, United States
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14
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Yoshida T, Nasu H, Yamashita M. Construction of the control system of target molecule expression in Escherichia coli: application to a validation platform for bactericidal and bacteriostatic profiles due to suppression of a target molecule. FEMS Microbiol Lett 2012; 331:113-9. [PMID: 22458538 DOI: 10.1111/j.1574-6968.2012.02563.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2012] [Revised: 03/15/2012] [Accepted: 03/22/2012] [Indexed: 11/27/2022] Open
Abstract
Validation of bactericidal profiles owing to a deficiency of target bacterial molecule provides opportunities to discover antimicrobial drug candidates. In this study, we constructed genetic-engineered Escherichia coli strains, in which the target gene expression is conditionally regulated by a tryptophan promoter, while the target protein expression is regulated by N-end rule-based proteolysis. Among 10 genes, whose correspondent proteins are target candidates of antibiotics for community acquired respiratory tract infection, it was clearly demonstrated that the suppression of DnaB, GlmU, or DnaX results in a bactericidal profile, while the suppression of FabB, PyrG, DnaG, Der, PyrH, Era, or IspA leads to a bacteriostatic profile. This study is the first to predict the antibacterial inhibition profiles of Der, DnaG, DnaX, Era, GlmU, IspA, PyrG, and PyrH, and confirms previous findings for DnaB and FabB. The results suggested that the system constructed in this study is a novel and useful tool to validate whether the target bacterial molecule has appropriate properties as a target of antimicrobial agents.
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Affiliation(s)
- Tatsuhiko Yoshida
- Biological Research Laboratories IV, Daiichi Sankyo Co., Ltd, Tokyo, Japan.
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Xu XL, Chen S, Grant GA. Kinetic, mutagenic, and structural homology analysis of L-serine dehydratase from Legionella pneumophila. Arch Biochem Biophys 2011; 515:28-36. [PMID: 21878319 DOI: 10.1016/j.abb.2011.08.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2011] [Revised: 08/12/2011] [Accepted: 08/15/2011] [Indexed: 11/19/2022]
Abstract
A structural database search has revealed that the same fold found in the allosteric substrate binding (ASB) domain of Mycobacterium tuberculosis D-3-phosphoglycerate dehydrogenase (PGDH) is found in l-serine dehydratase from Legionella pneumophila. The M. tuberculosis PGDH ASB domain functions in the control of catalytic activity. Bacterial l-serine dehydratases are 4Fe-4S proteins that convert l-serine to pyruvate and ammonia. Sequence homology reveals two types depending on whether their α and β domains are on the same (Type 2) or separate (Type 1) polypeptides. The α domains contain the catalytic iron-sulfur center while the β domains do not yet have a described function, but the structural homology with PGDH suggests a regulatory role. Type 1 β domains also contain additional sequence homologous to PGDH ACT domains. A continuous assay for l-serine dehydratase is used to demonstrate homotropic cooperativity, a broad pH range, and essential irreversibility. Product inhibition analysis reveals a Uni-Bi ordered mechanism with ammonia dissociating before pyruvate. l-Threonine is a poor substrate and l-cysteine and d-serine are competitive inhibitors with K(i) values that differ by almost 10-fold from those reported for Escherichia colil-serine dehydratase. Mutagenesis identifies the three cysteine residues at the active site that anchor the iron-sulfur complex.
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Affiliation(s)
- Xiao Lan Xu
- Department of Developmental Biology, Washington University School of Medicine, 660 S. Euclid Avenue, St. Louis, MO 63110, USA
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16
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Zhang X, Newman E. Deficiency in l-serine deaminase results in abnormal growth and cell division of Escherichia coli K-12. Mol Microbiol 2008; 69:870-81. [PMID: 18532981 DOI: 10.1111/j.1365-2958.2008.06315.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The loss of the ability to deaminate l-serine severely impairs growth and cell division in Escherichia coli K-12. A strain from which the three genes (sdaA, sdaB, tdcG) coding for this organism's three l-serine deaminases had been deleted grows well in glucose minimal medium but, on subculture into minimal medium with glucose and casamino acids, it makes very large, abnormally shaped cells, many of which lyse. When inoculated into Luria-Bertani (LB) broth with or without glucose, it makes very long filaments. Provision of S-adenosylmethionine restores cell division in LB broth with glucose, and repairs much of the difficulty in growth in medium with casamino acids. We suggest that replication of E. coli is regulated by methylation, that an unusually high intracellular l-serine concentration, in the presence of other amino acids, starves the cell for S-adenosylmethionine and that it is the absence of S-adenosylmethionine and/or of C1-tetrahydrofolate derivatives that prevents normal cell division.
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Affiliation(s)
- Xiao Zhang
- Biology Department, Concordia University, 1455 de Maisonneuve Ave, Montreal, Quebec, Canada
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17
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Lopez-Campistrous A, Semchuk P, Burke L, Palmer-Stone T, Brokx SJ, Broderick G, Bottorff D, Bolch S, Weiner JH, Ellison MJ. Localization, Annotation, and Comparison of the Escherichia coli K-12 Proteome under Two States of Growth. Mol Cell Proteomics 2005; 4:1205-9. [PMID: 15911532 DOI: 10.1074/mcp.d500006-mcp200] [Citation(s) in RCA: 93] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Here we describe a proteomic analysis of Escherichia coli in which 3,199 protein forms were detected, and of those 2,160 were annotated and assigned to the cytosol, periplasm, inner membrane, and outer membrane by biochemical fractionation followed by two-dimensional gel electrophoresis and tandem mass spectrometry. Represented within this inventory were unique and modified forms corresponding to 575 different ORFs that included 151 proteins whose existence had been predicted from hypothetical ORFs, 76 proteins of completely unknown function, and 222 proteins currently without location assignments in the Swiss-Prot Database. Of the 575 unique proteins identified, 42% were found to exist in multiple forms. Using DIGE, we also examined the relative changes in protein expression when cells were grown in the presence and absence of amino acids. A total of 23 different proteins were identified whose abundance changed significantly between the two conditions. Most of these changes were found to be associated with proteins involved in carbon and amino acid metabolism, transport, and chemotaxis. Detailed information related to all 2,160 protein forms (protein and gene names, accession numbers, subcellular locations, relative abundances, sequence coverage, molecular masses, and isoelectric points) can be obtained upon request in either tabular form or as interactive gel images.
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Affiliation(s)
- Ana Lopez-Campistrous
- Institute for Biomolecular Design, 3-55 Medical Sciences Building, Alberta T6G 2H7, Canada
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18
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Jewett MC, Swartz JR. Substrate replenishment extends protein synthesis with an in vitro translation system designed to mimic the cytoplasm. Biotechnol Bioeng 2005; 87:465-72. [PMID: 15286983 DOI: 10.1002/bit.20139] [Citation(s) in RCA: 85] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Cytoplasmic mimicry has recently led to the development of a novel method for cell-free protein synthesis called the "Cytomim" system. In vitro translation with this new system produced more than a 5-fold yield increase of chloramphenicol acetyl transferase (CAT) relative to a conventional method using pyruvate as an energy substrate. Factors responsible for activating enhanced protein yields, and causes leading to protein synthesis termination have been assessed in this new system. Enhanced yields were caused by the combination of three changes: growing the extract source cells on 2x YTPG media versus 2x YT, replacing polyethylene glycol with spermidine and putrescine, and reducing the magnesium concentration from conventional levels. Cessation of protein synthesis was primarily caused by depletion of cysteine, serine, CTP, and UTP. Substrate replenishment of consumed amino acids, CTP, and UTP extended the duration of protein synthesis to 24 h in fed-batch operation and produced 1.2 mg/mL of CAT. By also adding more T7 RNA polymerase and plasmid DNA, yields were further improved to 1.4 mg/mL of CAT. These results underscore the critical role that nucleotides play in the combined transcription-translation reaction and highlight the importance of understanding metabolic processes influencing substrate depletion.
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Affiliation(s)
- Michael C Jewett
- Department of Chemical Engineering, Stanford University, Stanford, California 94305-5025, USA
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19
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Cicchillo RM, Baker MA, Schnitzer EJ, Newman EB, Krebs C, Booker SJ. Escherichia coli L-Serine Deaminase Requires a [4Fe-4S] Cluster in Catalysis. J Biol Chem 2004; 279:32418-25. [PMID: 15155761 DOI: 10.1074/jbc.m404381200] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
L-Serine deaminases catalyze the deamination of L-serine, producing pyruvate and ammonia. Two families of these proteins have been described and are delineated by the cofactor that each employs in catalysis. These are the pyridoxal 5'-phosphate-dependent deaminases and the deaminases that are activated in vitro by iron and dithiothreitol. In contrast to the enzymes that employ pyridoxal 5'-phosphate, detailed physical and mechanistic characterization of the iron-dependent deaminases is limited, primarily because of their extreme instability. We report here the characterization of L-serine deaminase from Escherichia coli, which is the product of the sdaA gene. When purified anaerobically, the isolated protein contains 1.86 +/- 0.46 eq of iron and 0.670 +/- 0.019 eq of sulfide per polypeptide and displays a UV-visible spectrum that is consistent with a [4Fe-4S] cluster. Reconstitution of the protein with iron and sulfide generates considerably more of the cluster, and treatment of the reconstituted protein with dithionite gives rise to an axial EPR spectrum, displaying g axially = 2.03 and g radially = 1.93. Mössbauer spectra of the (57)Fe-reconstituted protein reveal that the majority of the iron is in the form of [4Fe-4S](2+) clusters, as evidenced by the typical Mössbauer parameters-isomer shift, delta = 0.47 mm/s, quadrupole splitting of Delta E(Q) = 1.14 mm/s, and a diamagnetic (S = 0) ground state. Treatment of the dithionite-reduced protein with L-serine results in a slight broadening of the feature at g = 2.03 in the EPR spectrum of the protein, and a dramatic loss in signal intensity, suggesting that the amino acid interacts directly with the cluster.
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Affiliation(s)
- Robert M Cicchillo
- Department of Biochemistry and Molecular Biology, The Pennsylvania State University, University Park, 16802, USA
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20
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Lan J, Newman EB. A requirement for anaerobically induced redox functions during aerobic growth of Escherichia coli with serine, glycine and leucine as carbon source. Res Microbiol 2003; 154:191-7. [PMID: 12706508 DOI: 10.1016/s0923-2508(03)00032-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Escherichia coli strains with mutations in 3 genes coding for redox functions--torA, nuoM and glpC--are able to grow with pyruvate as carbon source, but are not able to use a combination of serine, glycine and leucine as carbon source, unlike the parent strain which uses either. All three mutants are able to produce and activate L-serine deaminase (L-SD) when grown in glucose minimal medium, and thus should be able to convert serine to pyruvate and grow on it. We suggest that activation of L-SD involves specific chemical reactions, perhaps building an Fe-S cluster. Mutant cells can carry out the necessary reaction to activate L-SD when grown in glucose minimal medium but apparently cannot do so when grown in SGL medium.
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Affiliation(s)
- Jie Lan
- Biology Department, Concordia University, 1455 de Maisonneuve Avenue, Montreal, Quebec H3G 1M8, Canada
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21
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Abstract
We present a summary of recent progress in understanding Escherichia coli K-12 gene and protein functions. New information has come both from classical biological experimentation and from using the analytical tools of functional genomics. The content of the E. coli genome can clearly be seen to contain elements acquired by horizontal transfer. Nevertheless, there is probably a large, stable core of >3500 genes that are shared among all E. coli strains. The gene-enzyme relationship is examined, and, in many cases, it exhibits complexity beyond a simple one-to-one relationship. Also, the E. coli genome can now be seen to contain many multiple enzymes that carry out the same or closely similar reactions. Some are similar in sequence and may share common ancestry; some are not. We discuss the concept of a minimal genome as being variable among organisms and obligatorily linked to their life styles and defined environmental conditions. We also address classification of functions of gene products and avenues of insight into the history of protein evolution.
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Affiliation(s)
- M Riley
- The Josephine Bay Paul Center for Comparative Molecular Biology and Evolution, Marine Biological Laboratory, Woods Hole, Massachusetts 02543, USA. ,
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22
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Abstract
This map is an update of the edition 9 map by Berlyn et al. (M. K. B. Berlyn, K. B. Low, and K. E. Rudd, p. 1715-1902, in F. C. Neidhardt et al., ed., Escherichia coli and Salmonella: cellular and molecular biology, 2nd ed., vol. 2, 1996). It uses coordinates established by the completed sequence, expressed as 100 minutes for the entire circular map, and adds new genes discovered and established since 1996 and eliminates those shown to correspond to other known genes. The latter are included as synonyms. An alphabetical list of genes showing map location, synonyms, the protein or RNA product of the gene, phenotypes of mutants, and reference citations is provided. In addition to genes known to correspond to gene sequences, other genes, often older, that are described by phenotype and older mapping techniques and that have not been correlated with sequences are included.
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Affiliation(s)
- M K Berlyn
- Department of Biology and School of Forestry and Environmental Studies, Yale University, New Haven, Connecticut 06520-8104, USA.
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23
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Hesslinger C, Fairhurst SA, Sawers G. Novel keto acid formate-lyase and propionate kinase enzymes are components of an anaerobic pathway in Escherichia coli that degrades L-threonine to propionate. Mol Microbiol 1998; 27:477-92. [PMID: 9484901 DOI: 10.1046/j.1365-2958.1998.00696.x] [Citation(s) in RCA: 117] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
An immunological analysis of an Escherichia coli strain unable to synthesize the main pyruvate formate-lyase enzyme Pfl revealed the existence of a weak, cross-reacting 85 kDa polypeptide that exhibited the characteristic oxygen-dependent fragmentation typical of a glycyl radical enzyme. Polypeptide fragmentation of this cross-reacting species was shown to be dependent on Pfl activase. Cloning and sequence analysis of the gene encoding this protein revealed that it coded for a new enzyme, termed TdcE, which has 82% identity with Pfl. On the basis of RNA analyses, the tdcE gene was shown to be part of a large operon that included the tdcABC genes, encoding an anaerobic threonine dehydratase, tdcD, coding for a propionate kinase, tdcF, the function of which is unknown, and the tdcG gene, which encodes a L-serine dehydratase. Expression of the tdcABCDEFG operon was strongly catabolite repressed. Enzyme studies showed that TdcE has both pyruvate formate-lyase and 2-ketobutyrate formate-lyase activity, whereas the TdcD protein is a new propionate/acetate kinase. By monitoring culture supernatants from various mutants using 1H nuclear magnetic resonance (NMR), we followed the anaerobic conversion of L-threonine to propionate. These studies confirmed that 2-ketobutyrate, the product of threonine deamination, is converted in vivo by TdcE to propionyl-CoA. These studies also revealed that Pfl and an as yet unidentified thiamine pyrophosphate-dependent enzyme(s) can perform this reaction. Double null mutants deficient in phosphotransacetylase (Pta) and acetate kinase (AckA) or AckA and TdcD were unable to metabolize threonine to propionate, indicating that propionyl-CoA and propionyl-phosphate are intermediates in the pathway and that ATP is generated during the conversion of propionyl-P to propionate by AckA or TdcD.
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Affiliation(s)
- C Hesslinger
- Lehrstuhl für Mikrobiologie der Universität München, Munich, Germany
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24
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Hofmeister AE, Textor S, Buckel W. Cloning and expression of the two genes coding for L-serine dehydratase from Peptostreptococcus asaccharolyticus: relationship of the iron-sulfur protein to both L-serine dehydratases from Escherichia coli. J Bacteriol 1997; 179:4937-41. [PMID: 9244285 PMCID: PMC179344 DOI: 10.1128/jb.179.15.4937-4941.1997] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
The structural genes sdhA and sdhB, coding for the alpha- and beta-subunits of the [4Fe-4S] cluster containing L-serine dehydratase from Peptostreptococcus asaccharolyticus, have been cloned and sequenced. Expression of modified sdhB together with sdhA in Escherichia coli led to overproduction of active His6-tagged L-serine dehydratase. E. coli MEW22, deficient in the L-serine dehydratase L-SD1, was complemented by this sdhBA construct. The derived amino acid sequence of SdhBA shares similarities with both monomeric L-serine dehydratases, L-SD1 and L-SD2, from E. coli and with a putative L-serine dehydratase from Haemophilus influenzae, which suggests that these three enzymes are also iron-sulfur proteins.
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Affiliation(s)
- A E Hofmeister
- Laboratorium für Mikrobiologie, Fachbereich Biologie, Philipps-Universität Marburg, Germany
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25
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Sijbers AM, van der Spek PJ, Odijk H, van den Berg J, van Duin M, Westerveld A, Jaspers NG, Bootsma D, Hoeijmakers JH. Mutational analysis of the human nucleotide excision repair gene ERCC1. Nucleic Acids Res 1996; 24:3370-80. [PMID: 8811092 PMCID: PMC146110 DOI: 10.1093/nar/24.17.3370] [Citation(s) in RCA: 87] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
The human DNA repair protein ERCC1 resides in a complex together with the ERCC4, ERCC11 and XP-F correcting activities, thought to perform the 5' strand incision during nucleotide excision repair (NER). Its yeast counterpart, RAD1-RAD10, has an additional engagement in a mitotic recombination pathway, probably required for repair of DNA cross-links. Mutational analysis revealed that the poorly conserved N-terminal 91 amino acids of ERCC1 are dispensable for both repair functions, in contrast to a deletion of only four residues from the C-terminus. A database search revealed a strongly conserved motif in this C-terminus sharing sequence homology with many DNA break processing proteins, indicating that this part is primarily required for the presumed structure-specific endonuclease activity of ERCC1. Most missense mutations in the central region give rise to an unstable protein (complex). Accordingly, we found that free ERCC1 is very rapidly degraded, suggesting that protein-protein interactions provide stability. Survival experiments show that the removal of cross-links requires less ERCC1 than UV repair. This suggests that the ERCC1-dependent step in cross-link repair occurs outside the context of NER and provides an explanation for the phenotype of the human repair syndrome xeroderma pigmentosum group F.
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Affiliation(s)
- A M Sijbers
- Department of Cell Biology and Genetics, Erasmus University, Rotterdam, The Netherlands
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26
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Borodovsky M, Rudd KE, Koonin EV. Intrinsic and extrinsic approaches for detecting genes in a bacterial genome. Nucleic Acids Res 1994; 22:4756-67. [PMID: 7984428 PMCID: PMC308528 DOI: 10.1093/nar/22.22.4756] [Citation(s) in RCA: 80] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
The unannotated regions of the Escherichia coli genome DNA sequence from the EcoSeq6 database, totaling 1,278 'intergenic' sequences of the combined length of 359,279 basepairs, were analyzed using computer-assisted methods with the aim of identifying putative unknown genes. The proposed strategy for finding new genes includes two key elements: i) prediction of expressed open reading frames (ORFs) using the GeneMark method based on Markov chain models for coding and non-coding regions of Escherichia coli DNA, and ii) search for protein sequence similarities using programs based on the BLAST algorithm and programs for motif identification. A total of 354 putative expressed ORFs were predicted by GeneMark. Using the BLASTX and TBLASTN programs, it was shown that 208 ORFs located in the unannotated regions of the E. coli chromosome are significantly similar to other protein sequences. Identification of 182 ORFs as probable genes was supported by GeneMark and BLAST, comprising 51.4% of the GeneMark 'hits' and 87.5% of the BLAST 'hits'. 73 putative new genes, comprising 20.6% of the GeneMark predictions, belong to ancient conserved protein families that include both eubacterial and eukaryotic members. This value is close to the overall proportion of highly conserved sequences among eubacterial proteins, indicating that the majority of the putative expressed ORFs that are predicted by GeneMark, but have no significant BLAST hits, nevertheless are likely to be real genes. The majority of the putative genes identified by BLAST search have been described since the release of the EcoSeq6 database, but about 70 genes have not been detected so far. Among these new identifications are genes encoding proteins with a variety of predicted functions including dehydrogenases, kinases, several other metabolic enzymes, ATPases, rRNA methyltransferases, membrane proteins, and different types of regulatory proteins.
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Affiliation(s)
- M Borodovsky
- School of Biology, Georgia Institute of Technology, Atlanta 30332-0230
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