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Holm JB, France MT, Gajer P, Ma B, Brotman RM, Shardell M, Forney L, Ravel J. Integrating compositional and functional content to describe vaginal microbiomes in health and disease. MICROBIOME 2023; 11:259. [PMID: 38031142 PMCID: PMC10688475 DOI: 10.1186/s40168-023-01692-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 12/13/2022] [Accepted: 10/07/2023] [Indexed: 12/01/2023]
Abstract
BACKGROUND A Lactobacillus-dominated vaginal microbiome provides the first line of defense against adverse genital tract health outcomes. However, there is limited understanding of the mechanisms by which the vaginal microbiome modulates protection, as prior work mostly described its composition through morphologic assessment and marker gene sequencing methods that do not capture functional information. To address this gap, we developed metagenomic community state types (mgCSTs) which use metagenomic sequences to describe and define vaginal microbiomes based on both composition and functional potential. RESULTS MgCSTs are categories of microbiomes classified using taxonomy and the functional potential encoded in their metagenomes. MgCSTs reflect unique combinations of metagenomic subspecies (mgSs), which are assemblages of bacterial strains of the same species, within a microbiome. We demonstrate that mgCSTs are associated with demographics such as age and race, as well as vaginal pH and Gram stain assessment of vaginal smears. Importantly, these associations varied between mgCSTs predominated by the same bacterial species. A subset of mgCSTs, including three of the six predominated by Gardnerella vaginalis mgSs, as well as mgSs of L. iners, were associated with a greater likelihood of bacterial vaginosis diagnosed by Amsel clinical criteria. This L. iners mgSs, among other functional features, encoded enhanced genetic capabilities for epithelial cell attachment that could facilitate cytotoxin-mediated cell lysis. Finally, we report a mgSs and mgCST classifier for which source code is provided and may be adapted for use by the microbiome research community. CONCLUSIONS MgCSTs are a novel and easily implemented approach to reduce the dimension of complex metagenomic datasets while maintaining their functional uniqueness. MgCSTs enable the investigation of multiple strains of the same species and the functional diversity in that species. Future investigations of functional diversity may be key to unraveling the pathways by which the vaginal microbiome modulates the protection of the genital tract. Importantly, our findings support the hypothesis that functional differences between vaginal microbiomes, including those that may look compositionally similar, are critical considerations in vaginal health. Ultimately, mgCSTs may lead to novel hypotheses concerning the role of the vaginal microbiome in promoting health and disease, and identify targets for novel prognostic, diagnostic, and therapeutic strategies to improve women's genital health. Video Abstract.
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Affiliation(s)
- Johanna B Holm
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michael T France
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Pawel Gajer
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Bing Ma
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Rebecca M Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michelle Shardell
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Larry Forney
- Department of Biological Sciences, University of Idaho, Moscow, ID, USA
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA.
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA.
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Holm JB, France MT, Gajer P, Ma B, Brotman RM, Shardell M, Forney L, Ravel J. High-resolution functional description of vaginal microbiomes in health and disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.24.533147. [PMID: 36993583 PMCID: PMC10055360 DOI: 10.1101/2023.03.24.533147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Academic Contribution Register] [Indexed: 06/19/2023]
Abstract
Background A Lactobacillus-dominated vaginal microbiome provides the first line of defense against numerous adverse genital tract health outcomes. However, there is limited understanding of the mechanisms by which the vaginal microbiome modulates protection, as prior work mostly described its composition through morphologic assessment and marker gene sequencing methods that do not capture functional information. To address this limitation, we developed metagenomic community state types (mgCSTs) which uses metagenomic sequences to describe and define vaginal microbiomes based on both composition and function. Results MgCSTs are categories of microbiomes classified using taxonomy and the functional potential encoded in their metagenomes. MgCSTs reflect unique combinations of metagenomic subspecies (mgSs), which are assemblages of bacterial strains of the same species, within a microbiome. We demonstrate that mgCSTs are associated with demographics such as age and race, as well as vaginal pH and Gram stain assessment of vaginal smears. Importantly, these associations varied between mgCSTs predominated by the same bacterial species. A subset of mgCSTs, including three of the six predominated by Gardnerella mgSs, as well as a mgSs of L. iners, were associated with a greater likelihood of Amsel bacterial vaginosis diagnosis. This L. iners mgSs, among other functional features, encoded enhanced genetic capabilities for epithelial cell attachment that could facilitate cytotoxin-mediated cell lysis. Finally, we report a mgSs and mgCST classifier as an easily applied, standardized method for use by the microbiome research community. Conclusions MgCSTs are a novel and easily implemented approach to reducing the dimension of complex metagenomic datasets, while maintaining their functional uniqueness. MgCSTs enable investigation of multiple strains of the same species and the functional diversity in that species. Future investigations of functional diversity may be key to unraveling the pathways by which the vaginal microbiome modulates protection to the genital tract. Importantly, our findings support the hypothesis that functional differences between vaginal microbiomes, including those that may look compositionally similar, are critical considerations in vaginal health. Ultimately, mgCSTs may lead to novel hypotheses concerning the role of the vaginal microbiome in promoting health and disease, and identify targets for novel prognostic, diagnostic, and therapeutic strategies to improve women's genital health.
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Affiliation(s)
- Johanna B. Holm
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michael T. France
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Pawel Gajer
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Bing Ma
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Rebecca M. Brotman
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michelle Shardell
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Larry Forney
- Department of Biological Sciences, University of Idaho, Moscow, ID
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
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Liu Y, Li Q, Wang L, Guo X, Wang J, Wang Q, Zhao ZK. Engineering d-Lactate Dehydrogenase to Favor an Non-natural Cofactor Nicotinamide Cytosine Dinucleotide. Chembiochem 2020; 21:1972-1975. [PMID: 32175634 DOI: 10.1002/cbic.201900766] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 12/17/2019] [Revised: 02/08/2020] [Indexed: 12/29/2022]
Abstract
Synthetic nicotinamide adenine dinucleotide (NAD) analogues are of great scientific and biotechnological interest. One such analogue, nicotinamide cytosine dinucleotide (NCD), has been successfully applied to creating bioorthogonal redox systems. Yet, only a few redox enzymes have been devised to favor NCD. We have engineered Lactobacillus helveticus-derived NAD-dependent d-lactate dehydrogenase (LhDLDH) to favor NCD by semirational design. Sequence alignment and structural analysis revealed that amino acid residues I177 and N213 form a "gate" guarding the NAD adenine moiety binding cavity. Saturated mutagenesis libraries were constructed by using the mutant LhDLDH-V152R as the parental sequence. Mutants were obtained with good catalytic efficiency, and NCD preference increased by up to 940-fold. Experiments showed that Escherichia coli cells expressing mutants with higher NCD preference afforded much less d-lactate, thus suggesting the potential to construct NCD-mediated orthogonal metabolism.
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Affiliation(s)
- Yuxue Liu
- Laboratory of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian, 116023, P. R. China
| | - Qing Li
- Laboratory of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian, 116023, P. R. China
| | - Lei Wang
- Laboratory of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian, 116023, P. R. China
| | - Xiaojia Guo
- Laboratory of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian, 116023, P. R. China
| | - Junting Wang
- Laboratory of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian, 116023, P. R. China
| | - Qian Wang
- Laboratory of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian, 116023, P. R. China.,Dalian Key Laboratory of Energy Biotechnology, Dalian Institute of Chemical Physics, CAS, Dalian, 116023, P. R. China
| | - Zongbao K Zhao
- Laboratory of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian, 116023, P. R. China.,State Key Laboratory of Catalysis, Dalian Institute of Chemical Physics, CAS, Dalian, 116023, P. R. China.,Dalian Key Laboratory of Energy Biotechnology, Dalian Institute of Chemical Physics, CAS, Dalian, 116023, P. R. China
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Song KJ, Yu XN, Lv T, Chen YL, Diao YC, Liu SL, Wang YK, Yao Q. Expression and prognostic value of lactate dehydrogenase-A and -D subunits in human uterine myoma and uterine sarcoma. Medicine (Baltimore) 2018; 97:e0268. [PMID: 29620641 PMCID: PMC5902263 DOI: 10.1097/md.0000000000010268] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Academic Contribution Register] [Indexed: 01/26/2023] Open
Abstract
OBJECTIVE This study aimed to determine the expression of lactate dehydrogenase (LDH)-A and LDH-D in patients with uterine myoma, cellular leiomyoma (CLM), and uterine sarcoma and to evaluate their prognostic significance. METHODS Protein expression levels of LDH-A and LDH-D were determined in tissue samples from 86 patients (26 uterine myoma, 10 CLM, 50 uterine sarcoma) by immunohistochemistry and their associations with clinicopathologic parameters and outcomes were analyzed in patients with uterine sarcoma. RESULTS The positivity rates for LDH-A and LDH-D were significantly higher in patients with uterine sarcoma compared with those with uterine myoma or CLM (P < .05). Patients with uterine sarcoma were classified as having uterine leiomyosarcoma (LMS), malignant endometrial stromal sarcoma, and malignant mixed Mullerian tumor, with 5-year overall survival rates of 59%, 71%, and 29%, respectively (P < .05). Univariate analysis showed that patients younger than 50 years and with stage I-II had better clinical prognoses. LDH-A-positive LMS patients had a poorer prognosis than LDH-A-negative patients (P = .03). The median survival time of LDH-A-positive patients was 35 months. CONCLUSIONS We demonstrated that LDH-D was expressed in patients with uterine sarcoma. Furthermore, the overexpressions of LDH-A and LDH-D in uterine sarcoma patients may contribute to further understanding of the mechanism of LDH in tumor metabolism in uterine sarcoma. Positive expression of LDH-A in patients with LMS may act as a potential prognostic biomarker in these patients.
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Affiliation(s)
- Ke-juan Song
- Department of Gynecology, the Affiliated Hospital of Qingdao University, 1677 Wutai Mountain Road, Huangdao District, Qingdao City, Shandong Province, China
| | - Xiao-ni Yu
- Department of Gynecology, the Ninth People's Hospital of Qingdao,shinan District, Qingdao City, Shandong Province, China
| | - Teng Lv
- Department of Gynecology, the Affiliated Hospital of Qingdao University, 1677 Wutai Mountain Road, Huangdao District, Qingdao City, Shandong Province, China
| | - Yu-long Chen
- Department of Gynecology, the Affiliated Hospital of Qingdao University, 1677 Wutai Mountain Road, Huangdao District, Qingdao City, Shandong Province, China
| | - Yu-chao Diao
- Department of Gynecology, the Affiliated Hospital of Qingdao University, 1677 Wutai Mountain Road, Huangdao District, Qingdao City, Shandong Province, China
| | - Su-li Liu
- Department of Gynecology, the Affiliated Hospital of Qingdao University, 1677 Wutai Mountain Road, Huangdao District, Qingdao City, Shandong Province, China
| | - Yan-kui Wang
- Department of Gynecology, the Affiliated Hospital of Qingdao University, 1677 Wutai Mountain Road, Huangdao District, Qingdao City, Shandong Province, China
| | - Qin Yao
- Department of Gynecology, the Affiliated Hospital of Qingdao University, 1677 Wutai Mountain Road, Huangdao District, Qingdao City, Shandong Province, China
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Huang Y, You C, Liu Z. Cloning of D-lactate dehydrogenase genes of Lactobacillus delbrueckii subsp. bulgaricus and their roles in D-lactic acid production. 3 Biotech 2017; 7:194. [PMID: 28664378 DOI: 10.1007/s13205-017-0822-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 01/13/2017] [Accepted: 04/18/2017] [Indexed: 12/01/2022] Open
Abstract
Lactobacillus delbrueckii subsp. bulgaricus is a heterogenous lactic acid bacterium that converts pyruvate mainly to D-lactic acid using D-lactate dehydrogenases (D-LDHs), whose functional properties remain poorly characterized. Here, the D-LDHs genes (ldb0101, ldb0813, ldb1010, ldb1147 and ldb2021) were cloned and overexpressed in Escherichia coli JM109 from an inducible pUC18 vector, respectively, and the resulting strains were compared in terms of D-lactic acid production. The strain expressing ldb0101 and ldb1010 gene individually produced more D-lactate than other three strains. Further study revealed that Ldb0101 activity was down-regulated by the oxygen and, therefore, achieved a highest titer of D-lactate (1.94 g/L) under anaerobic condition, and introduction of ldb1010 gene enhanced D-lactate formation (0.94 and 0.85 g/L, respectively) both in aerobic and anaerobic conditions due to a relatively stable q d-lactate. Our results suggested that the enzyme Ldb0101 and Ldb1010 played a role of more importance in D-lactate formation. To the best of our knowledge, we demonstrate for the first time the roles of different D-LDH homologs from L. bulgaricus in D-lactic acid production.
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Affiliation(s)
- Yanna Huang
- State Key Laboratory of Dairy Biotechnology, Shanghai Engineering Research Center of Dairy Biotechnology, Dairy Research Institute, Bright Dairy and Food Co., Ltd., Synergetic Innovation Center of Food Safety and Nutrition, Shanghai, 200436, China
| | - Chunping You
- State Key Laboratory of Dairy Biotechnology, Shanghai Engineering Research Center of Dairy Biotechnology, Dairy Research Institute, Bright Dairy and Food Co., Ltd., Synergetic Innovation Center of Food Safety and Nutrition, Shanghai, 200436, China.
| | - Zhenmin Liu
- State Key Laboratory of Dairy Biotechnology, Shanghai Engineering Research Center of Dairy Biotechnology, Dairy Research Institute, Bright Dairy and Food Co., Ltd., Synergetic Innovation Center of Food Safety and Nutrition, Shanghai, 200436, China.
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6
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Recent advances in lactic acid production by microbial fermentation processes. Biotechnol Adv 2013; 31:877-902. [DOI: 10.1016/j.biotechadv.2013.04.002] [Citation(s) in RCA: 607] [Impact Index Per Article: 50.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 11/25/2012] [Revised: 04/14/2013] [Accepted: 04/15/2013] [Indexed: 11/18/2022]
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7
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Ji D, Wang L, Hou S, Liu W, Wang J, Wang Q, Zhao ZK. Creation of bioorthogonal redox systems depending on nicotinamide flucytosine dinucleotide. J Am Chem Soc 2011; 133:20857-62. [PMID: 22098020 DOI: 10.1021/ja2074032] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 01/31/2023]
Abstract
Many enzymes catalyzing biological redox chemistry depend on the omnipresent cofactor, nicotinamide adenine dinucleotide (NAD). NAD is also involved in various nonredox processes. It remains challenging to disconnect one particular NAD-dependent reaction from all others. Here we present a bioorthogonal system that catalyzes the oxidative decarboxylation of l-malate with a dedicated abiotic cofactor, nicotinamide flucytosine dinucleotide (NFCD). By screening the multisite saturated mutagenesis libraries of the NAD-dependent malic enzyme (ME), we identified the mutant ME-L310R/Q401C, which showed excellent activity with NFCD, yet marginal activity with NAD. We found that another synthetic cofactor, nicotinamide cytosine dinucleotide (NCD), also displayed similar activity with the ME mutants. Inspired by these observations, we mutated d-lactate dehydrogenase (DLDH) and malate dehydrogenase (MDH) to DLDH-V152R and MDH-L6R, respectively, and both mutants showed fully active with NFCD. When coupled with DLDH-V152R, ME-L310R/Q401C required only a catalytic amount of NFCD to convert l-malate. Our results opened the window to engineer bioorthogonal redox systems for a wide variety of applications in systems biology and synthetic biology.
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Affiliation(s)
- Debin Ji
- Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
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Jin Q, Jung JY, Kim YJ, Eom HJ, Kim SY, Kim TJ, Han NS. Production of l-lactate in Leuconostoc citreum via heterologous expression of l-lactate dehydrogenase gene. J Biotechnol 2009; 144:160-4. [DOI: 10.1016/j.jbiotec.2009.08.012] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 02/03/2009] [Revised: 06/29/2009] [Accepted: 08/14/2009] [Indexed: 10/20/2022]
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9
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Togashi H, Nara T, Sekikawa C, Kawakami M, Yaginuma N, Tsunoda T, Sakaguchi K, Mizukami F. Refolding of lactate dehydrogenase by zeolite beta. Biotechnol Prog 2009; 25:200-6. [DOI: 10.1002/btpr.107] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 11/12/2022]
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Weekes J, Yüksel GU. Molecular characterization of two lactate dehydrogenase genes with a novel structural organization on the genome of Lactobacillus sp. strain MONT4. Appl Environ Microbiol 2004; 70:6290-5. [PMID: 15466577 PMCID: PMC522140 DOI: 10.1128/aem.70.10.6290-6295.2004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 11/20/2022] Open
Abstract
Two lactate dehydrogenase (ldh) genes from Lactobacillus sp. strain MONT4 were cloned by complementation in Escherichia coli DC1368 (ldh pfl) and were sequenced. The sequence analysis revealed a novel genomic organization of the ldh genes. Subcloning of the individual ldh genes and their Northern blot analyses indicated that the genes are monocistronic.
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Affiliation(s)
- Jennifer Weekes
- Department of Food Science and Toxicology, University of Idaho, Moscow, ID 83844-2312, USA
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12
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Bell JK, Pease PJ, Bell JE, Grant GA, Banaszak LJ. De-regulation of D-3-phosphoglycerate dehydrogenase by domain removal. EUROPEAN JOURNAL OF BIOCHEMISTRY 2002; 269:4176-84. [PMID: 12199695 DOI: 10.1046/j.1432-1033.2002.03075.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Academic Contribution Register] [Indexed: 11/20/2022]
Abstract
Escherichia coli 3-phosphoglycerate dehydrogenase (PGDH) catalyzes the first step in serine biosynthesis, and is allosterically inhibited by serine. Structural studies revealed a homotetramer in which the quaternary arrangement of subunits formed an elongated ellipsoid. Each subunit consisted of three domains: nucleotide, substrate and regulatory. In PGDH, extensive interactions are formed between nucleotide binding domains. A second subunit-subunit interaction occurs between regulatory domains creating an extended beta sheet. The serine-binding sites overlap this interface. In these studies, the nucleotide and substrate domains (NSDs) were subcloned to identify changes in both catalytic and physical properties upon removal of a subunit-subunit interface. The NSDs did not vary significantly from PGDH with respect to kinetic parameters with the exception that serine no longer had an effect on catalysis. Temperature dependent dynamic light scattering (DLS) revealed the NSDs aggregated > 5 degrees C before PGDH, indicating decreased stability. DLS and gel filtration studies showed that the truncated enzyme formed a tetramer. This result negated the hypothesis that the removal of the regulatory domain would create an enzyme mimic of the unregulated, closely related dimeric enzymes. Expression of the regulatory domain, to study conformational changes induced by serine binding, yielded a product that by CD spectra contained stable secondary structure. DLS and pulsed field gradient NMR studies of the regulatory domain showed the presence of higher oligomers instead of the predicted dimer. We have concluded that the removal of the regulatory domain is sufficient to eliminate serine inhibition but does not have the expected effect on the quaternary structure.
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Affiliation(s)
- Jessica K Bell
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, USA
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Kylä-Nikkilä K, Hujanen M, Leisola M, Palva A. Metabolic engineering of Lactobacillus helveticus CNRZ32 for production of pure L-(+)-lactic acid. Appl Environ Microbiol 2000; 66:3835-41. [PMID: 10966398 PMCID: PMC92228 DOI: 10.1128/aem.66.9.3835-3841.2000] [Citation(s) in RCA: 67] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 11/20/2022] Open
Abstract
Expression of D-(-)-lactate dehydrogenase (D-LDH) and L-(+)-LDH genes (ldhD and ldhL, respectively) and production of D-(-)- and L-(+)-lactic acid were studied in Lactobacillus helveticus CNRZ32. In order to develop a host for production of pure L-(+)-isomer of lactic acid, two ldhD-negative L. helveticus CNRZ32 strains were constructed using gene replacement. One of the strains was constructed by deleting the promoter region of the ldhD gene, and the other was constructed by replacing the structural gene of ldhD with an additional copy of the structural gene (ldhL) of L-LDH of the same species. The resulting strains were designated GRL86 and GRL89, respectively. In strain GRL89, the second copy of the ldhL structural gene was expressed under the ldhD promoter. The two D-LDH-negative strains produced only L-(+)-lactic acid in an amount equal to the total lactate produced by the wild type. The maximum L-LDH activity was found to be 53 and 93% higher in GRL86 and GRL89, respectively, than in the wild-type strain. Furthermore, process variables for L-(+)-lactic acid production by GRL89 were optimized using statistical experimental design and response surface methodology. The temperature and pH optima were 41 degrees C and pH 5.9. At low pH, when the growth and lactic acid production are uncoupled, strain GRL89 produced approximately 20% more lactic acid than GRL86.
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Affiliation(s)
- K Kylä-Nikkilä
- Agricultural Research Centre of Finland, Food Research Institute, FIN-31600 Jokioinen, Finland
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Kochhar S, Lamzin VS, Razeto A, Delley M, Hottinger H, Germond JE. Roles of his205, his296, his303 and Asp259 in catalysis by NAD+-specific D-lactate dehydrogenase. EUROPEAN JOURNAL OF BIOCHEMISTRY 2000; 267:1633-9. [PMID: 10712593 DOI: 10.1046/j.1432-1327.2000.01155.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Academic Contribution Register] [Indexed: 11/20/2022]
Abstract
The role of three histidine residues (His205, His296 and His303) and Asp259, important for the catalysis of NAD+-specific D-lactate dehydrogenase, was investigated using site-directed mutagenesis. None of these residues is presumed to be involved in coenzyme binding because Km for NADH remained essentially unchanged for all the mutant enzymes. Replacement of His205 with lysine resulted in a 125-fold reduction in kcat and a slight lowering of the Km value for pyruvate. D259N mutant showed a 56-fold reduction in kcat and a fivefold lowering of Km. The enzymatic activity profile shifted towards acidic pH by approximately 2 units. The H303K mutation produced no significant change in kcat values, although Km for pyruvate increased fourfold. Substitution of His296 with lysine produced no significant change in kcat values or in Km for substrate. The results obtained suggest that His205 and Asp259 play an important role in catalysis, whereas His303 does not. This corroborates structural information available for some members of the D-specific dehydrogenases family. The catalytic His296, proposed from structural studies to be the active site acid/base catalyst, is not invariant. Its function can be accomplished by lysine and this has significant implications for the enzymatic mechanism.
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Affiliation(s)
- S Kochhar
- Nestlé Research Centre, Lausanne, Switzerland; European Molecular Biology Laboratory, Hamburg, Germany.
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Lapierre L, Germond JE, Ott A, Delley M, Mollet B. D-Lactate dehydrogenase gene (ldhD) inactivation and resulting metabolic effects in the Lactobacillus johnsonii strains La1 and N312. Appl Environ Microbiol 1999; 65:4002-7. [PMID: 10473408 PMCID: PMC99733 DOI: 10.1128/aem.65.9.4002-4007.1999] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 11/20/2022] Open
Abstract
Lactobacillus johnsonii La1, a probiotic bacterium with demonstrated health effects, grows in milk, where it ferments lactose to D- and L-lactate in a 60:40% ratio. The D-lactate dehydrogenase (D-LDH) gene (ldhD) of this strain was isolated, and an in vitro-truncated copy of that gene was used to inactivate the genomic copy in two strains, La1 and N312, by gene replacement. For that, an 8-bp deletion was generated within the cloned ldhD gene to inactivate its function. The plasmid containing the altered ldhD was transferred to L. johnsonii via conjugative comobilization with Lactococcus lactis carrying pAMbeta1. Crossover integrations of the plasmid at the genomic ldhD site were selected, and appropriate resolution of the cointegrate structures resulted in mutants that had lost the plasmid and in which the original ldhD was replaced by the truncated copy. These mutants completely lacked D-LDH activity. Nevertheless, the lower remaining L-LDH activity of the cells was sufficient to reroute most of the accumulating pyruvate to L-lactate. Only a marginal increase in production of the secondary end products acetaldehyde, diacetyl, and acetoin was observed. It can be concluded that in L. johnsonii D- and L-LDH are present in substantial excess for their role to eliminate pyruvate and regenerate NAD(+) and that accumulated pyruvate is therefore not easily redirected in high amounts to secondary metabolic routes.
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Affiliation(s)
- L Lapierre
- Nestlé Research Center, Nestlé Ltd., Vers-chez-les-Blanc, 1000 Lausanne 26, Switzerland
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Savijoki K, Palva A. Molecular genetic characterization of the L-lactate dehydrogenase gene (ldhL) of Lactobacillus helveticus and biochemical characterization of the enzyme. Appl Environ Microbiol 1997; 63:2850-6. [PMID: 9212432 PMCID: PMC168581 DOI: 10.1128/aem.63.7.2850-2856.1997] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 02/04/2023] Open
Abstract
The Lactobacillus helveticus L-(+)-lactate dehydrogenase (L-LDH) gene (ldhL) was isolated from a lambda library. The nucleotide sequence of the ldhL gene was determined and shown to have the capacity to encode a protein of 323 amino acids (35.3 kDa). The deduced sequence of the 35-kDa protein revealed a relatively high degree of identity with other lactobacillar L-LDHs. The highest identity (80.2%) was observed with the Lactobacillus casei L-LDH. The sizes and 5' end analyses of ldhL transcripts showed that the ldhL gene is a monocistronic transcriptional unit. The expression of ldhL, studied as a function of growth, revealed a high expression level at the logarithmic phase of growth. The ldhL gene is preceded by two putative -10 regions, but no corresponding -35 regions could be identified. By primer extension analysis, the ldhL transcripts were confirmed to be derived from the -10 region closest to the initiation codon. However, upstream of these regions additional putative -10/-35 regions could be found. The L-LDH was overexpressed in Escherichia coli and purified to homogeneity by two chromatographic steps. The purified L-LDH was shown to be a nonaliosteric enzyme, and amino acid residues involved in allosteric regulation were not conserved in L. helveticus L-LDH. However, a slight enhancement of enzyme activity was observed in the presence of fructose 1,6-diphosphate, particularly at neutral pH. A detailed enzymatic characterization of L-LDH was performed. The optimal reaction velocity was at pH 5.0, where the kinetic parameters K(m), and Kcat for pyruvate were 0.25 mM and 643 S-1, respectively.
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Affiliation(s)
- K Savijoki
- Agricultural Research Centre of Finland, Food Research Institute, Jokioinen, Finland
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Alvarez JA, Gelpí JL, Johnsen K, Bernard N, Delcour J, Clarke AR, Holbrook JJ, Cortés A. D-2-hydroxy-4-methylvalerate dehydrogenase from Lactobacillus delbrueckii subsp. bulgaricus. I. Kinetic mechanism and pH dependence of kinetic parameters, coenzyme binding and substrate inhibition. EUROPEAN JOURNAL OF BIOCHEMISTRY 1997; 244:203-12. [PMID: 9063465 DOI: 10.1111/j.1432-1033.1997.00203.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Academic Contribution Register] [Indexed: 02/03/2023]
Abstract
The steady-state kinetics of D-2-hydroxy-4-methylvalerate dehydrogenase have been studied at pH 8.0 by initial velocity, product inhibition, and dead-end inhibition techniques. The mechanism is rapid-equilibrium ordered in the NAD+ plus D-2-hydroxy-4-methylvalerate direction, and steady-state ordered in the other direction. In both cases coenzyme is the first substrate added and both the E-NADH-D-2-hydroxy-4-methylvalerate and E-NAD+-2-oxo-4-methylvalerate give rise to abortive complexes which cause excess substrate inhibition. Steady-state measurements show that the rate-limiting step in both directions at pH 8.0 is between formation of the enzyme-coenzyme-substrate ternary complex and the release of the first product of the reaction. Transient kinetics combined with primary kinetic deuterium isotope effects show that in the NADH-->NAD+ direction there is a slow, rate-limiting rearrangement of the E-NADH-oxoacid complex while hydride transfer is very fast. The release of NAD+ at pH 8.0 is 200-times faster than Kcat (NADH-->NAD+) whereas the release of NADH is only 5-times faster than Kcat (NAD+-->NADH). The pH dependence of NADH binding depends upon the presence of two ionizable residues with a pKa of about 5.9. The pH dependence of kinetic parameters is explained by a third ionizable residue with pKa values 7.2 (in the E-NADH complex) and < or = 6.4 (in the E-NAD+ complex) which may be the proton donor and acceptor for the chemical reaction. At pH 6.5 the mechanism changes in the NADH-->NAD+ direction to be partly limited by the chemical step with a measured primary kinetic isotope effect of 5.7 and partly by an only slightly faster dissociation of NAD+. In addition the inhibition by excess oxo-4-methylvalerate is more pronounced. The mechanism implies that removing the positive charges created by the two groups which control coenzyme affinity could both enhance the catalytic rate at pH 6.5 and diminish excess substrate inhibition to provide an enzyme better suited to the bulk synthesis of D-2-hydroxyacids.
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Affiliation(s)
- J A Alvarez
- Departament de Bioquímica i Biologia Molecular, Universitat de Barcelona, Spain
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18
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Pouwels PH, Leer RJ, Boersma WJ. The potential of Lactobacillus as a carrier for oral immunization: development and preliminary characterization of vector systems for targeted delivery of antigens. J Biotechnol 1996; 44:183-92. [PMID: 8717402 DOI: 10.1016/0168-1656(95)00140-9] [Citation(s) in RCA: 112] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 02/01/2023]
Abstract
Oral administration of lactobacilli evokes mucosal and systemic immune responses against epitopes associated with these organisms (Gerritse et al., 1990, 1991). The adjuvant function of different Lactobacillus species was investigated under the conditions of intraperitoneal (i.p.) injection or oral administration. After i.p. injection of trinitrophenylated chicken gamma-globulin, high DTH responses were observed with Lactobacillus casei and Lactobacillus plantarum, but low responses with Lactobacillus fermentum and Lactobacillus delbrueckii subsp. bulgaricus. In different experimental model systems L. casei and L. plantarum consistently showed significant adjuvanticity. A series of expression and expression-secretion vectors containing the strong constitutive promoter of the L. casei L-ldh gene or the regulatable promoter of the Lactobacillus amylovorus amy gene (Pouwels and Leer, 1995) was used for the intracellular, extracellular and surface-bound expression of an influenza virus antigenic determinant fused to Escherichia coli beta-glucuronidase. Intracellular expression of the fusion protein amounted to 1-2% of total soluble protein. Lactobacilli synthesizing the fusion protein intracellularly evoked an oral immune response after subcutaneous priming.
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Affiliation(s)
- P H Pouwels
- TNO Nutrition and Food Research Institute, Molecular Genetics and Gene Technology, Rijswijk, Netherlands
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19
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Milewski WM, Boyle-Vavra S, Moreira B, Ebert CC, Daum RS. Overproduction of a 37-kilodalton cytoplasmic protein homologous to NAD+-linked D-lactate dehydrogenase associated with vancomycin resistance in Staphylococcus aureus. Antimicrob Agents Chemother 1996; 40:166-72. [PMID: 8787900 PMCID: PMC163077 DOI: 10.1128/aac.40.1.166] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 02/02/2023] Open
Abstract
We previously reported the isolation of a laboratory-derived Staphylococcus aureus mutant, 523k, that has constitutive low-level resistance to vancomycin (MIC = 5 micrograms/ml) and teicoplanin (MIC = 5 micrograms/ml) and elaborates a ca. 39-kDa cytoplasmic protein that was not detected in the parent strain 523 (MIC = 1 micrograms/ml). We have now detected the protein in strain 523 by immunoblotting with antiserum raised against the protein. Consistent with our initial observations, densitometric analysis of the immunoblots revealed an increased production of the protein in 523k compared with that of the susceptible parent 523. The 5' region of the gene encoding the protein of interest was identified by nucleotide sequencing a PCR product amplified from the genome of 523k with degenerate primers designed to encode the amino acid sequence of proteolytic peptides obtained from the protein. The remainder of the gene was identified by library screening, PCR, and nucleotide sequencing. The gene encodes a 36.7-kDa protein with homology to a family of bacterial NAD+-dependent, D-specific 2-hydroxyacid dehydrogenases which includes both D-lactate dehydrogenase and the enterococcal vancomycin resistance protein VanH and is therefore designated ddh. Increased production of the product of ddh, Ddh, was associated with increased D-lactate dehydrogenase activity in 523k, a finding which suggested that Ddh is likely to be the D-lactate dehydrogenase previously identified in S. aureus. The increased D-lactate dehydrogenase activity in strain 523k and the structural similarities among Ddh, D-lactate dehydrogenase, and VanH suggest that overproduction of Ddh might play a role in vancomycin resistance in this strain.
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Affiliation(s)
- W M Milewski
- Department of Pediatrics, University of Chicago, Illinois 60637, USA
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Garmyn D, Ferain T, Bernard N, Hols P, Delplace B, Delcour J. Pediococcus acidilactici ldhD gene: cloning, nucleotide sequence, and transcriptional analysis. J Bacteriol 1995; 177:3427-37. [PMID: 7539419 PMCID: PMC177045 DOI: 10.1128/jb.177.12.3427-3437.1995] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 01/25/2023] Open
Abstract
The gene encoding D-lactate dehydrogenase was isolated on a 2.9-kb insert from a library of Pediococcus acidilactici DNA by complementation for growth under anaerobiosis of an Escherichia coli lactate dehydrogenase and pyruvate-formate lyase double mutant. The nucleotide sequence of ldhD encodes a protein of 331 amino acids (predicted molecular mass of 37,210 Da) which shows similarity to the family of D-2-hydroxyacid dehydrogenases. The enzyme encoded by the cloned fragment is equally active on pyruvate and hydroxypyruvate, indicating that the enzyme has both D-lactate and D-glycerate dehydrogenase activities. Three other open reading frames were found in the 2.9-kb insert, one of which (rpsB) is highly similar to bacterial genes coding for ribosomal protein S2. Northern (RNA) blotting analyses indicated the presence of a 2-kb dicistronic transcript of ldhD (a metabolic gene) and rpsB (a putative ribosomal protein gene) together with a 1-kb monocistronic rpsB mRNA. These transcripts are abundant in the early phase of exponential growth but steadily fade away to disappear in the stationary phase. Primer extension analysis identified two distinct promoters driving either cotranscription of ldhD and rpsB or transcription of rpsB alone.
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Affiliation(s)
- D Garmyn
- Laboratoire de Génétique Moléculaire, Université Catholique, Louvain-la-Neuve, Belgium
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21
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Dartois V, Phalip V, Schmitt P, Diviès C. Purification, properties and DNA sequence of the D-lactate dehydrogenase from Leuconostoc mesenteroides subsp. cremoris. Res Microbiol 1995; 146:291-302. [PMID: 7569323 DOI: 10.1016/0923-2508(96)81052-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 01/26/2023]
Abstract
The complete sequence of the D-lactate dehydrogenase (D-ldh) gene from Leuconostoc mesenteroides subsp. cremoris, cloned in Escherichia coli, were determined. The deduced amino acid sequence showed homologies with all members of the D-specific-2-hydroxyacid dehydrogenase family. Furthermore, the essential residues detected so far as being involved in catalysis were also conserved. Purification of the enzyme revealed physico-chemical properties corresponding to those predicted from the sequence. The active enzyme was a dimer of 40-kDa subunits. The Km values for pyruvate, lactate, NADH and NAD were 0.3, 19, 0.03 and 0.16 mM, indicating that the enzyme reduced pyruvate in vivo. Besides the D-LDH activity, L. mesenteroides subsp. cremoris also displayed HicDH enzymatic activity, catalysing the reduction of pyruvate analogs. The purified D-LDH displayed low HicDH-type activity; therefore, differences in specificity profiles between the crude extract and the purified enzyme suggested the occurrence of a specific HicDH.
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Affiliation(s)
- V Dartois
- ENSBANA, Laboratoire de Microbiologie, Dijon, France
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22
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Vinals C, De Bolle X, Depiereux E, Feytmans E. Knowledge-based modeling of the D-lactate dehydrogenase three-dimensional structure. Proteins 1995; 21:307-18. [PMID: 7567953 DOI: 10.1002/prot.340210405] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 01/26/2023]
Abstract
A three-dimensional structure of the NAD-dependent D-lactate dehydrogenase of Lactobacillus bulgaricus is modeled using the structure of the formate dehydrogenase of Pseudomonas sp. as template. Both sequences share only 22% of identical residues. Regions for knowledge-based modeling are defined from the structurally conserved regions predicted by multiple alignment of a set of related protein sequences with low homology. The model of the D-LDH subunit shows, as for the formate dehydrogenase, an alpha/beta structure, with a catalytic domain and a coenzyme binding domain. It points out the catalytic histidine (His-296) and supports the hypothetical catalytic mechanism. It also suggests that the other residues involved in the active site are Arg-235, possibly involved in the binding of the carboxyl group of the pyruvate, and Phe-299, a candidate for stabilizing the methyl group of the substrate.
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Affiliation(s)
- C Vinals
- Facultés Universitaires Notre Dame de la Paix, Namur, Belgium
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23
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Bernard N, Johnsen K, Ferain T, Garmyn D, Hols P, Holbrook JJ, Delcour J. NAD(+)-dependent D-2-hydroxyisocaproate dehydrogenase of Lactobacillus delbrueckii subsp. bulgaricus. Gene cloning and enzyme characterization. EUROPEAN JOURNAL OF BIOCHEMISTRY 1994; 224:439-46. [PMID: 7925358 DOI: 10.1111/j.1432-1033.1994.00439.x] [Citation(s) in RCA: 51] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Academic Contribution Register] [Indexed: 01/27/2023]
Abstract
A genomic library from Lactobacillus delbrueckii subsp. bulgaricus was used to complement an Escherichia coli mutant strain deficient for both lactate dehydrogenase and pyruvate formate lyase, and thus unable to grow anaerobically. One recombinant clone was found to display a broad specificity NAD(+)-dependent D-2-hydroxyacid dehydrogenase activity. The corresponding gene (named hdhD) was subcloned and sequenced. The deduced amino acid sequence of the encoded enzyme indicates a 333-residue protein closely related to D-2-hydroxyisocaproate (i.e. 2-hydroxy-4-methyl-pentanoate) dehydrogenase (D-HO-HxoDH) of Lactobacillus casei and other NAD(+)-dependent D-lactate dehydrogenases (D-LDH) from several other bacterial species. The hdhD gene was overexpressed under the control of the lambda phage PL promoter and the enzyme was purified with a two-step method. The L. delbrueckii subsp. bulgaricus enzyme, like that of L. casei, was shown to be active on a wide variety of 2-oxoacid substrates except those having a branched beta-carbon.
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Affiliation(s)
- N Bernard
- Unité de Génétique, Université Catholique de Louvain, Belgium
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25
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Affiliation(s)
- V O Popov
- A.N. Bakh Institute of Biochemistry, Russian Academy of Sciences, Moscow
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26
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Cloning, characterization and insertional inactivation of the Lactobacillus helveticus D(?) lactate dehydrogenase gene. Appl Microbiol Biotechnol 1994. [DOI: 10.1007/bf00212254] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 10/26/2022]
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27
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Bhowmik T, Steele JL. Cloning, characterization and insertional inactivation of the Lactobacillus helveticus D(-) lactate dehydrogenase gene. Appl Microbiol Biotechnol 1994; 41:432-9. [PMID: 7765104 DOI: 10.1007/bf00939032] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 01/27/2023]
Abstract
A plasmid, designated pSUW100, encoding the D(-)lactate dehydrogenase [D(-)-LDH; NAD+ oxidoreductase, EC 1.1.1.28] from Lactobacillus helveticus CNRZ32 was identified from a genomic library by complementation of Escherichia coli FMJ39. The D(-)LDH gene was localized by Tn5 mutagenesis and subcloning to a 1.4-kb region of pSUW100. A 2-kb DraI fragment of pSUW100 encoding D(-)LDH activity was subcloned and its nucleotide sequence determined. Analysis of this sequence identified a putative 1,014-bp D(-)LDH open reading frame that encodes a polypeptide of 337 amino acid residues with a deduced molecular mass of 38 kDa. The distribution of homology to the CNRZ32 D(-)LDH gene in several lactic acid bacteria was determined by Southern hybridization using an internal fragment of the D(-)LDH gene as a probe. Hybridization was detected in leuconostocs and pediococci but not in lactococci or Lactobacillus casei. An integration plasmid was constructed from pSA3 and a 0.60-kb internal fragment of the D(-)LDH gene. This plasmid was used to construct a D(-)LDH-negative derivative of L. helveticus CNRZ 32 by gene disruption; this derivative was determined as producing only L(+)lactic acid. No significant difference in growth or total lactic acid production was observed between CNRZ32 and its D(-)LDH mutant.
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Affiliation(s)
- T Bhowmik
- Department of Food Science, University of Wisconsin-Madison 53706
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