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1.
J Bacteriol ; 196(11): 2043-52, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24659773

ABSTRACT

Streptococcus mutans is a cariogenic oral pathogen whose virulence is determined largely by its membrane composition. The signal recognition particle (SRP) protein-targeting pathway plays a pivotal role in membrane biogenesis. S. mutans SRP pathway mutants demonstrate growth defects, cannot contend with environmental stress, and exhibit multiple changes in membrane composition. This study sought to define a role for ylxM, which in S. mutans and numerous other bacteria resides directly upstream of the ffh gene, encoding a major functional element of the bacterial SRP. YlxM was observed as a produced protein in S. mutans. Its predicted helix-turn-helix motif suggested that it has a role as a transcriptional regulator of components within the SRP pathway; however, no evidence of transcriptional regulation was found. Instead, capture enzyme-linked immunosorbent assay (ELISA), affinity chromatography, and bio-layer interferometry (BLI) demonstrated that S. mutans YlxM interacts with the SRP components Ffh and small cytoplasmic RNA (scRNA) but not with the SRP receptor FtsY. In the absence of FtsY, YlxM increased the GTP hydrolysis activity of Ffh alone and in complex with scRNA. However, in the presence of FtsY, YlxM caused an overall diminution of net GTPase activity. Thus, YlxM appears to modulate GTP hydrolysis, a process necessary for proper recycling of SRP pathway components. The presence of YlxM conferred a significant competitive growth advantage under nonstress and acid stress conditions when wild-type and ylxM mutant strains were cultured together. Our results identify YlxM as a component of the S. mutans SRP and suggest a regulatory function affecting GTPase activity.


Subject(s)
Bacterial Proteins/metabolism , Signal Recognition Particle/metabolism , Signal Transduction/physiology , Streptococcus mutans/metabolism , Bacterial Proteins/genetics , Gene Expression Regulation, Bacterial/physiology , Signal Recognition Particle/genetics , Streptococcus mutans/genetics
2.
Proc Natl Acad Sci U S A ; 106(16): 6656-61, 2009 Apr 21.
Article in English | MEDLINE | ID: mdl-19366667

ABSTRACT

YidC/Oxa/Alb3 family proteins catalyze the insertion of integral membrane proteins in bacteria, mitochondria, and chloroplasts, respectively. Unlike gram-negative organisms, gram-positive bacteria express 2 paralogs of this family, YidC1/SpoIIIJ and YidC2/YgjG. In Streptococcus mutans, deletion of yidC2 results in a stress-sensitive phenotype similar to that of mutants lacking the signal recognition particle (SRP) protein translocation pathway, while deletion of yidC1 has a less severe phenotype. In contrast to eukaryotes and gram-negative bacteria, SRP-deficient mutants are viable in S. mutans; however, double SRP-yidC2 mutants are severely compromised. Thus, YidC2 may enable loss of the SRP by playing an independent but overlapping role in cotranslational protein insertion into the membrane. This is reminiscent of the situation in mitochondria that lack an SRP pathway and where Oxa1 facilitates cotranslational membrane protein insertion by binding directly to translation-active ribosomes. Here, we show that OXA1 complements a lack of yidC2 in S. mutans. YidC2 also functions reciprocally in oxa1-deficient Saccharomyces cerevisiae mutants and mediates the cotranslational insertion of mitochondrial translation products into the inner membrane. YidC2, like Oxa1, contains a positively charged C-terminal extension and associates with translating ribosomes. Our results are consistent with a gene-duplication event in gram-positive bacteria that enabled the specialization of a YidC isoform that mediates cotranslational activity independent of an SRP pathway.


Subject(s)
Bacterial Proteins/genetics , Electron Transport Complex IV/genetics , Gene Duplication , Mitochondrial Proteins/genetics , Nuclear Proteins/genetics , Protein Biosynthesis , Saccharomyces cerevisiae/genetics , Streptococcus mutans/genetics , Genetic Complementation Test , Mitochondria/metabolism , Models, Genetic , Mutation/genetics , Phylogeny , Protein Binding , Ribosomes/metabolism , Saccharomyces cerevisiae/cytology , Time Factors
3.
J Bacteriol ; 190(7): 2458-69, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18178746

ABSTRACT

Oxa/YidC/Alb family proteins are chaperones involved in membrane protein insertion and assembly. Streptococcus mutans has two YidC paralogs. Elimination of yidC2, but not yidC1, results in stress sensitivity with decreased membrane-associated F(1)F(o) ATPase activity and an inability to initiate growth at low pH or high salt concentrations (A. Hasona, P. J. Crowley, C. M. Levesque, R. W. Mair, D. G. Cvitkovitch, A. S. Bleiweis, and L. J. Brady, Proc. Natl. Acad. Sci. USA 102:17466-17471, 2005). We now show that Escherichia coli YidC complements for acid tolerance, and partially for salt tolerance, in S. mutans lacking yidC2 and that S. mutans YidC1 or YidC2 complements growth in liquid medium, restores the proton motive force, and functions to assemble the F(1)F(o) ATPase in a previously engineered E. coli YidC depletion strain (J. C. Samuelson, M. Chen, F. Jiang, I. Moller, M. Wiedmann, A. Kuhn, G. J. Phillips, and R. E. Dalbey, Nature 406:637-641, 2000). Both YidC1 and YidC2 also promote membrane insertion of known YidC substrates in E. coli; however, complete membrane integrity is not fully replicated, as evidenced by induction of phage shock protein A. While both function to rescue E. coli growth in broth, a different result is observed on agar plates: growth of the YidC depletion strain is largely restored by 247YidC2, a hybrid S. mutans YidC2 fused to the YidC targeting region, but not by a similar chimera, 247YidC1, nor by YidC1 or YidC2. Simultaneous expression of YidC1 and YidC2 improves complementation on plates. This study demonstrates functional redundancy between YidC orthologs in gram-negative and gram-positive organisms but also highlights differences in their activity depending on growth conditions and species background, suggesting that the complete functional spectrum of each is optimized for the specific bacteria and environment in which they reside.


Subject(s)
Bacterial Proteins/genetics , Escherichia coli Proteins/genetics , Membrane Transport Proteins/genetics , Streptococcus mutans/genetics , Adenosine Triphosphatases/metabolism , Adenosine Triphosphate/metabolism , Amino Acid Sequence , Bacterial Proteins/chemistry , Bacterial Proteins/metabolism , Blotting, Western , Electrophoresis, Polyacrylamide Gel , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/metabolism , Genetic Complementation Test , Heat-Shock Proteins/metabolism , Membrane Transport Proteins/chemistry , Membrane Transport Proteins/metabolism , Molecular Sequence Data , Phenotype , Protein Structure, Secondary , Protein Subunits , Sequence Homology, Amino Acid , Streptococcus mutans/growth & development , Streptococcus mutans/metabolism
4.
J Bacteriol ; 189(4): 1219-30, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17085548

ABSTRACT

Previously, we presented evidence that the oral cariogenic species Streptococcus mutans remains viable but physiologically impaired and sensitive to environmental stress when genes encoding the minimal conserved bacterial signal recognition particle (SRP) elements are inactivated. Two-dimensional gel electrophoresis of isolated membrane fractions from strain UA159 and three mutants (Deltaffh, DeltascRNA, and DeltaftsY) grown at pH 7.0 or pH 5.0 allowed us to obtain insight into the adaptation process and the identities of potential SRP substrates. Mutant membrane preparations contained increased amounts of the chaperones DnaK and GroES and ClpP protease but decreased amounts of transcription- and translation-related proteins, the beta subunit of ATPase, HPr, and several metabolic and glycolytic enzymes. Therefore, the acid sensitivity of SRP mutants might be caused in part by diminished ATPase activity, as well as the absence of an efficient mechanism for supplying ATP quickly at the site of proton elimination. Decreased amounts of LuxS were also observed in all mutant membranes. To further define physiological changes that occur upon disruption of the SRP pathway, we studied global gene expression in S. mutans UA159 (parent strain) and AH333 (Deltaffh mutant) using microarray analysis. Transcriptome analysis revealed up-regulation of 81 genes, including genes encoding chaperones, proteases, cell envelope biosynthetic enzymes, and DNA repair and replication enzymes, and down-regulation of 35 genes, including genes concerned with competence, ribosomal proteins, and enzymes involved in amino acid and protein biosynthesis. Quantitative real-time reverse transcription-PCR analysis of eight selected genes confirmed the microarray data. Consistent with a demonstrated defect in competence and the suggested impairment of LuxS-dependent quorum sensing, biofilm formation was significantly decreased in each SRP mutant.


Subject(s)
Adaptation, Physiological/genetics , Cell Membrane/metabolism , Signal Recognition Particle/genetics , Signal Recognition Particle/metabolism , Streptococcus mutans/genetics , Streptococcus mutans/metabolism , Biofilms , Cell Membrane/chemistry , Down-Regulation , Gene Expression Regulation, Bacterial , Mutation/genetics , Protein Subunits , Proton-Translocating ATPases/genetics , Proton-Translocating ATPases/metabolism , Streptococcus mutans/cytology
5.
Proc Natl Acad Sci U S A ; 102(48): 17466-71, 2005 Nov 29.
Article in English | MEDLINE | ID: mdl-16293689

ABSTRACT

The signal recognition particle (SRP)-translocation pathway is conserved in all three domains of life and delivers membrane and secretory proteins to the cytoplasmic membrane or endoplasmic reticulum. We determined the requirement in the cariogenic oral pathogen Streptocococcus mutans of the three universally conserved elements of the SRP pathway: Ffh/SRP54, scRNA, and FtsY/SRalpha. Previously, we reported that insertional interruption of S. mutans ffh was not lethal, but resulted in acid sensitivity. To test whether S. mutans could survive extensive disruption of the SRP pathway, single and double deletions of genes encoding Ffh, scRNA, and FtsY were generated. Without environmental stressors, all mutant strains were viable, but unlike the wild-type, none could initiate growth at pH 5.0 or in 3.5% NaCl. Survival of challenge with 0.3 mM H(2)O(2) was also diminished without ffh. Members of the YidC/Oxa1/Alb3 family are also ubiquitous, involved in the translocation and assembly of membrane proteins, and have been identified in prokaryotes/mitochondria/chloroplasts. Two genes encoding YidC homologs, YidC1 and YidC2, are present in streptococcal genomes with both expressed in S. mutans. Deletion of YidC1 demonstrated no obvious phenotype. Elimination of YidC2 resulted in a stress-sensitive phenotype similar to SRP pathway mutants. Mutants lacking both YidC2 and SRP components were severely impaired and barely able to grow, even in the absence of environmental stress. Here, we report the dispensability of the cotranslational SRP protein translocation system in a bacterium. In S. mutans, this pathway contributes to protection against rapid environmental challenge and may overlap functionally with YidC2.


Subject(s)
Membrane Transport Proteins/genetics , Signal Recognition Particle/genetics , Signal Recognition Particle/physiology , Signal Transduction/genetics , Streptococcus mutans/genetics , Streptococcus mutans/physiology , Bacterial Proteins/genetics , Cell Survival/drug effects , Cell Survival/genetics , Cloning, Molecular , Genetic Complementation Test , Hydrogen Peroxide/toxicity , Hydrogen-Ion Concentration , Mutagenesis , Oxidative Stress/genetics , Proton-Translocating ATPases/metabolism , RNA, Small Cytoplasmic/genetics , Receptors, Cytoplasmic and Nuclear/genetics , Reverse Transcriptase Polymerase Chain Reaction , Streptococcus mutans/drug effects
6.
Arch Microbiol ; 184(4): 225-33, 2005 Dec.
Article in English | MEDLINE | ID: mdl-16205910

ABSTRACT

ModE protein, a molybdate sensor/regulator, controls the transcription of genes coding for molybdate uptake (mod), molybdopterin synthesis (moa), molybdoenzymes nitrate reductase (nap) and dimethylsulfoxide reductase (dms), as well as fermentative dihydrogen production (fdhF and hyc) and respiratory nitrate reductase (narXL) in Escherichia coli. The catalytic product of a second protein, MoeA, is also required for molybdate-dependent positive regulation of hyc and nar operons. To explore the potential role of ModE and MoeA in the regulation of other E. coli genes, the global gene expression profile of a wild type and a modE, moeA double mutant grown in glucose-minimal medium under anaerobic conditions were compared. Expression of 67 genes was affected by the modE and moeA mutations (P value <0.01). Of these, 17 differed by at least 2-fold or higher. Fourteen genes were expressed at a higher level in the mutant (2.4- to 23.9-fold) (notably, mod-molybdate transport, deo-nucleoside catabolism and opp-oligopeptide transport operons) and dmsA and yli operon were expressed at a higher level in the wild type parent (2.6- to 5.7-fold). One of the unexpected findings was repression of the deo operon by ModE. This was confirmed by quantitative RT-PCR and by the analysis of a deoC-lacZ fusion. The deo promoter/operator region contains a putative ModE-consensus sequence centered at -35 in which the adenines are replaced by guanines (TGTGT-N7-TGTGT). The ModE protein did bind to the deo upstream DNA and shifted its electrophoretic mobility. Bioinformatics analysis of the E. coli genome for ModE-consensus motif (TATAT-N7-TAYAT) identified 21 additional genes/operons including the moa as potential targets for Mo-control. The physiological role of many of the genes identified solely by bioinformatics (19/21) is unknown. Expression levels of these genes were similar in the parent and the isogenic modE, moeA mutant when cultured anaerobically in glucose-minimal medium. This study identified additional targets, such as deo and opp, for the Mo-dependent control in E. coli.


Subject(s)
Escherichia coli Proteins , Escherichia coli/genetics , Gene Expression Regulation, Bacterial/drug effects , Gene Expression Regulation, Bacterial/physiology , Molybdenum/pharmacology , Operon/genetics , Transcription Factors/metabolism , Escherichia coli/enzymology , Escherichia coli/growth & development , Escherichia coli/metabolism , Microarray Analysis , Molybdenum/metabolism , Multienzyme Complexes/genetics
7.
Electrophoresis ; 26(6): 1200-5, 2005 Mar.
Article in English | MEDLINE | ID: mdl-15706571

ABSTRACT

Membrane proteins are rarely identified in two-dimensional electrophoretic (2-DE) proteomics maps. This is due to low abundancy, poor solubility, and inherent hydrophobicity leading to self-aggregation during the first dimension. In this study, membrane proteins from the Gram-positive bacterium Streptococcus mutans were solubilized using three different methods and evaluated by 2-DE. In the first method, the extraction was performed using sodium dodecyl sulfate (SDS) followed by solubilization with a chaotropic buffer and precipitation with methanol/chloroform. The second method was based on temperature-dependent phase partitioning using Triton X-114 followed by purification using the ReadyPrep 2-D clean-up kit from Bio-Rad. The third method involved extraction using the organic solvents trifluoroethanol (TFE) and chloroform, which produced three separate phases. The upper aqueous phase, enriched with TFE, gave the highest overall protein yield and best 2-DE resolution. Protein spot identification by nanoelectrospray quadrupole time of flight (QTOF)-tandem mass spectrometry (MS/MS) revealed known membrane and surface-associated proteins. This is the first report describing the successful solubilization and 2-D electrophoresis of membrane proteins from a Gram-positive bacterium.


Subject(s)
Electrophoresis, Gel, Two-Dimensional/methods , Membrane Proteins/isolation & purification , Streptococcus mutans/chemistry , Chloroform , Detergents , Hydrophobic and Hydrophilic Interactions , Membrane Proteins/chemistry , Octoxynol , Polyethylene Glycols , Sodium Dodecyl Sulfate , Solubility , Streptococcus mutans/ultrastructure , Trifluoroethanol
8.
J Bacteriol ; 186(22): 7593-600, 2004 Nov.
Article in English | MEDLINE | ID: mdl-15516572

ABSTRACT

During anaerobic growth of bacteria, organic intermediates of metabolism, such as pyruvate or its derivatives, serve as electron acceptors to maintain the overall redox balance. Under these conditions, the ATP needed for cell growth is derived from substrate-level phosphorylation. In Escherichia coli, conversion of glucose to pyruvate yields 2 net ATPs, while metabolism of a pentose, such as xylose, to pyruvate only yields 0.67 net ATP per xylose due to the need for one (each) ATP for xylose transport and xylulose phosphorylation. During fermentative growth, E. coli produces equimolar amounts of acetate and ethanol from two pyruvates, and these reactions generate one additional ATP from two pyruvates (one hexose equivalent) while still maintaining the overall redox balance. Conversion of xylose to acetate and ethanol increases the net ATP yield from 0.67 to 1.5 per xylose. An E. coli pfl mutant lacking pyruvate formate lyase cannot convert pyruvate to acetyl coenzyme A, the required precursor for acetate and ethanol production, and could not produce this additional ATP. E. coli pfl mutants failed to grow under anaerobic conditions in xylose minimal medium without any negative effect on their survival or aerobic growth. An ackA mutant, lacking the ability to generate ATP from acetyl phosphate, also failed to grow in xylose minimal medium under anaerobic conditions, confirming the need for the ATP produced by acetate kinase for anaerobic growth on xylose. Since arabinose transport by AraE, the low-affinity, high-capacity, arabinose/H+ symport, conserves the ATP expended in pentose transport by the ABC transporter, both pfl and ackA mutants grew anaerobically with arabinose. AraE-based xylose transport, achieved after constitutively expressing araE, also supported the growth of the pfl mutant in xylose minimal medium. These results suggest that a net ATP yield of 0.67 per pentose is only enough to provide for maintenance energy but not enough to support growth of E. coli in minimal medium. Thus, pyruvate formate lyase and acetate kinase are essential for anaerobic growth of E. coli on xylose due to energetic constraints.


Subject(s)
Acetate Kinase/metabolism , Acetyltransferases/metabolism , Escherichia coli K12/growth & development , Gene Expression Regulation, Bacterial , Xylose/metabolism , Acetate Kinase/genetics , Acetyltransferases/genetics , Anaerobiosis , Arabinose/metabolism , Culture Media , Escherichia coli K12/enzymology , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Fermentation , Mutation
9.
J Bacteriol ; 186(2): 580-7, 2004 Jan.
Article in English | MEDLINE | ID: mdl-14702328

ABSTRACT

On the basis of hyf-lacZ fusion studies, the hyf operon of Escherichia coli, noted for encoding the fourth hydrogenase isoenzyme (HYD4), is not expressed at a significant level in a wild-type strain. However, mutant FhlA proteins (constitutive activators of the hyc-encoded hydrogenase 3 isoenzyme) activated hyf-lacZ. HyfR, an FhlA homolog encoded by the hyfR gene present at the end of the hyf operon, also activated transcription of hyf-lacZ but did so only when hyfR was expressed from a heterologous promoter. The HYD4 isoenzyme did not substitute for HYD3 in H(2) production. Optimum expression of hyf-lacZ required the presence of cyclic AMP receptor protein-cyclic AMP complex and anaerobic conditions when HyfR was the activator.


Subject(s)
Escherichia coli/genetics , Gene Expression Regulation, Bacterial , Hydrogenase/genetics , Aerobiosis , Base Sequence , Cyclic AMP/physiology , Escherichia coli/enzymology , Escherichia coli/growth & development , Escherichia coli Proteins , Formates/pharmacology , Molecular Sequence Data , Molybdenum/pharmacology , Operon , Transcription, Genetic
10.
Appl Environ Microbiol ; 68(6): 2651-9, 2002 Jun.
Article in English | MEDLINE | ID: mdl-12039716

ABSTRACT

During the fermentation of sugars to ethanol relatively high levels of an undesirable coproduct, ethyl acetate, are also produced. With ethanologenic Escherichia coli strain KO11 as the biocatalyst, the level of ethyl acetate in beer containing 4.8% ethanol was 192 mg liter(-1). Although the E. coli genome encodes several proteins with esterase activity, neither wild-type strains nor KO11 contained significant ethyl acetate esterase activity. A simple method was developed to rapidly screen bacterial colonies for the presence of esterases which hydrolyze ethyl acetate based on pH change. This method allowed identification of Pseudomonas putida NRRL B-18435 as a source of this activity and the cloning of a new esterase gene, estZ. Recombinant EstZ esterase was purified to near homogeneity and characterized. It belongs to family IV of lipolytic enzymes and contains the conserved catalytic triad of serine, aspartic acid, and histidine. As expected, this serine esterase was inhibited by phenylmethylsulfonyl fluoride and the histidine reagent diethylpyrocarbonate. The native and subunit molecular weights of the recombinant protein were 36,000, indicating that the enzyme exists as a monomer. By using alpha-naphthyl acetate as a model substrate, optimal activity was observed at pH 7.5 and 40 degrees C. The Km and Vmax for alpha-naphthyl acetate were 18 microM and 48.1 micromol. min(-1). mg of protein(-1), respectively. Among the aliphatic esters tested, the highest activity was obtained with propyl acetate (96 micromol. min(-1). mg of protein(-1)), followed by ethyl acetate (66 micromol. min(-1). mg of protein(-1)). Expression of estZ in E. coli KO11 reduced the concentration of ethyl acetate in fermentation broth (4.8% ethanol) to less than 20 mg liter(-1).


Subject(s)
Acetates/metabolism , Escherichia coli/metabolism , Esterases/genetics , Ethanol/metabolism , Pseudomonas putida/enzymology , Amino Acid Sequence , Beer , Cloning, Molecular , Enzyme Inhibitors/pharmacology , Escherichia coli/genetics , Esterases/antagonists & inhibitors , Esterases/biosynthesis , Esterases/metabolism , Fermentation , Molecular Sequence Data , Pseudomonas putida/genetics , Recombinant Proteins/biosynthesis , Recombinant Proteins/genetics , Sequence Homology, Amino Acid , Substrate Specificity , Transfection
11.
Microbiology (Reading) ; 145 ( Pt 1): 41-55, 1999 Jan.
Article in English | MEDLINE | ID: mdl-10206709

ABSTRACT

Escherichia coli growing under anaerobic conditions produces several molybdoenzymes, such as formate hydrogenlyase (formate to H2 and CO2; hyc and fdhF genes) and nitrate reductase (narGHJI genes). Synthesis of these molybdoenzymes, even in the presence of the cognate transcriptional activators and effectors, requires molybdate in the medium. Besides the need for molybdopterin cofactor synthesis, molybdate is also required for transcription of the genes encoding these molybdoenzymes. In E. coli, ModE was previously identified as a repressor controlling transcription of the operon encoding molybdate transport components (modABCD). In this work, the ModE protein was also found to be a required component in the activation of hyc-lacZ to an optimum level, but only in the presence of molybdate. Mutant ModE proteins which are molybdate-independent for repression of modA-lacZ also restored hyc-lacZ expression to the wild-type level even in the absence of molybdate. Nitrate-dependent enhancement of transcription of narX-lacZ was completely abolished in a modE mutant. Nitrate-response by narG-lacZ and narK-lacZ was reduced by about 50% in a modE mutant. DNase I footprinting experiments revealed that the ModE protein binds the hyc promoter DNA in the presence of molybdate. ModE-molybdate also protected DNA in the intergenic region between narXL and narK from DNase I hydrolysis. DNA sequences (5' TAYAT 3' and 5' GTTA 3') found in ModE-molybdate-protected modABCD operator DNA were also found in the ModE-molybdate-protected region of hyc promoter DNA (5' GTTA-7 bp-CATAT 3') and narX-narK intergenic region (5' GTTA-7 bp-TACAT 3'). Based on these results, a working model is proposed in which ModE-molybdate serves as a secondary transcriptional activator of both the hyc and narXL operons which are activated primarily by the transcriptional activators, FhlA and NarL, respectively.


Subject(s)
Anion Transport Proteins , Escherichia coli Proteins , Escherichia coli/genetics , Gene Expression Regulation, Bacterial/drug effects , Metalloproteins/genetics , Molybdenum/pharmacology , Transcription Factors/metabolism , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Base Sequence , Biological Transport , Carrier Proteins/genetics , DNA Footprinting , DNA, Bacterial/metabolism , DNA-Binding Proteins/genetics , Escherichia coli/enzymology , Escherichia coli/growth & development , Escherichia coli/metabolism , Formate Dehydrogenases/genetics , Formates/pharmacology , Genes, Reporter , Hydrogenase/genetics , Metalloproteins/biosynthesis , Molecular Sequence Data , Molybdenum/metabolism , Multienzyme Complexes/genetics , Mutation , Nitrate Reductase , Nitrate Reductases/genetics , Nitrate Transporters , Nitrates/metabolism , Operon , Promoter Regions, Genetic/genetics , Protein Kinases/genetics , Transcription Factors/genetics
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