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1.
Int J Mol Sci ; 21(20)2020 Oct 13.
Article in English | MEDLINE | ID: mdl-33066093

ABSTRACT

Symbiotic nitrogen fixation requires the transfer of fixed organic nitrogen compounds from the symbiotic bacteria to a host plant, yet the chemical nature of the compounds is in question. Bradyrhizobium diazoefficiens bacteroids were isolated anaerobically from soybean nodules and assayed at varying densities, varying partial pressures of oxygen, and varying levels of l-malate. Ammonium was released at low bacteroid densities and high partial pressures of oxygen, but was apparently taken up at high bacteroid densities and low partial pressures of oxygen in the presence of l-malate; these later conditions were optimal for amino acid excretion. The ratio of partial pressure of oxygen/bacteroid density of apparent ammonium uptake and of alanine excretion displayed an inverse relationship. Ammonium uptake, alanine and branch chain amino acid release were all dependent on the concentration of l-malate displaying similar K0.5 values of 0.5 mM demonstrating concerted regulation. The hyperbolic kinetics of ammonium uptake and amino acid excretion suggests transport via a membrane carrier and also suggested that transport was rate limiting. Glutamate uptake displayed exponential kinetics implying transport via a channel. The chemical nature of the compounds released were dependent upon bacteroid density, partial pressure of oxygen and concentration of l-malate demonstrating an integrated metabolism.


Subject(s)
Ammonium Compounds/metabolism , Bradyrhizobium/metabolism , Malates/metabolism , Nitrogen Fixation , Oxygen/metabolism , Alanine/metabolism , Bacterial Proteins/metabolism , Bradyrhizobium/pathogenicity , Membrane Transport Proteins/metabolism , Root Nodules, Plant/metabolism , Root Nodules, Plant/microbiology , Glycine max/microbiology
2.
Int J Mol Sci ; 19(12)2018 Dec 07.
Article in English | MEDLINE | ID: mdl-30544498

ABSTRACT

The transcriptional activity of Bradyrhizobium diazoefficens isolated from soybean nodules was monitored over the period from symbiosis to late plant nodule senescence. The bacteria retained a near constant level of RNA throughout this period, and the variation in genes demonstrating increased, decreased, and/or patterned transcriptional activity indicates that the bacteria are responding to the changing environment within the nodule as the plant cells progress from an organized cellular structure to an unorganized state of internal decay. The transcriptional variation and persistence of the bacteria suggest that the bacteria are adapting to their environment and acting similar to hemibiotrophs, which survive both as saprophytes on live plant tissues and then as necrophytes on decaying plant tissues. The host plant restrictions of symbiosis make B. diazoefficiens a highly specialized, restricted hemibiotroph.


Subject(s)
Bradyrhizobium/genetics , Bradyrhizobium/physiology , Glycine max/microbiology , Root Nodules, Plant/microbiology , Transcriptome/genetics , Bacteroides/genetics , Bacteroides/physiology , Nitrogen Fixation/genetics , Nitrogen Fixation/physiology , Symbiosis/genetics , Symbiosis/physiology
3.
Int J Mol Sci ; 19(12)2018 Dec 08.
Article in English | MEDLINE | ID: mdl-30544819

ABSTRACT

The form and physiology of Bradyrhizobium diazoefficiens after the decline of symbiotic nitrogen fixation has been characterized. Proteomic analyses showed that post-symbiotic B. diazoefficiens underwent metabolic remodeling as well-defined groups of proteins declined, increased or remained unchanged from 56 to 119 days after planting, suggesting a transition to a hemibiotrophic-like lifestyle. Enzymatic analysis showed distinct patterns in both the cytoplasm and the periplasm. Similar to the bacteroid, the post-symbiotic bacteria rely on a non-citric acid cycle supply of succinate and, although viable, they did not demonstrate the ability to grow within the senescent nodule.


Subject(s)
Bacteroides/metabolism , Bradyrhizobium/metabolism , Glycine max/growth & development , Glycine max/microbiology , Proteomics/methods , Root Nodules, Plant/microbiology , Symbiosis , Bacterial Proteins/metabolism , Bacteroides/enzymology , Bacteroides/isolation & purification , Hydroxybutyrates/metabolism , Leghemoglobin/metabolism , Periplasm/metabolism , Polyesters/metabolism
4.
Mol Plant Microbe Interact ; 30(12): 997-1008, 2017 12.
Article in English | MEDLINE | ID: mdl-29028412

ABSTRACT

The functional role of the periplasm of nitrogen-fixing bacteroids has not been determined. Proteins were isolated from the periplasm and cytoplasm of Bradyrhizobium diazoefficiens bacteroids and were analyzed using liquid chromatography tandem mass spectrometry proteomics. Identification of bacteroid periplasmic proteins was aided by periplasm prediction programs. Approximately 40% of all the proteins identified as periplasmic in the B. diazoefficiens genome were found expressed in the bacteroid form of the bacteria, indicating the periplasm is a metabolically active symbiotic space. The bacteroid periplasm possesses many fatty acid metabolic enzymes, which was in contrast to the bacteroid cytoplasm. Amino acid analysis of the periplasm revealed an abundance of phosphoserine, phosphoethanolamine, and glycine, which are metabolites of phospholipid metabolism. These results suggest the periplasm is a unique space and not a continuum with the peribacteroid space. A number of plant proteins were found in the periplasm fraction, which suggested contamination. However, antibodies to two of the identified plant proteins, histone H2A and lipoxygenase, yielded immunogold labeling that demonstrated the plant proteins were specifically targeted to the bacteroids. This suggests that the periplasm is an interkingdom symbiotic space containing proteins from both the bacteroid and the plant.


Subject(s)
Bacterial Proteins/metabolism , Glycine max/microbiology , Periplasm/metabolism , Root Nodules, Plant/microbiology , Symbiosis , Amino Acids/metabolism , Base Sequence , Periplasm/ultrastructure , Root Nodules, Plant/ultrastructure
6.
Front Microbiol ; 7: 518, 2016.
Article in English | MEDLINE | ID: mdl-27148207

ABSTRACT

Very little is known about the role of epigenetics in the differentiation of a bacterium from the free-living to the symbiotic state. Here genome-wide analysis of DNA methylation changes between these states is described using the model of symbiosis between soybean and its root nodule-forming, nitrogen-fixing symbiont, Bradyrhizobium diazoefficiens. PacBio resequencing of the B. diazoefficiens genome from both states revealed 43,061 sites recognized by five motifs with the potential to be methylated genome-wide. Of those sites, 3276 changed methylation states in 2921 genes or 35.5% of all genes in the genome. Over 10% of the methylation changes occurred within the symbiosis island that comprises 7.4% of the genome. The CCTTGAG motif was methylated only during symbiosis with 1361 adenosines methylated among the 1700 possible sites. Another 89 genes within the symbiotic island and 768 genes throughout the genome were found to have methylation and significant expression changes during symbiotic development. Of those, nine known symbiosis genes involved in all phases of symbiotic development including early infection events, nodule development, and nitrogenase production. These associations between methylation and expression changes in many B. diazoefficiens genes suggest an important role of the epigenome in bacterial differentiation to the symbiotic state.

7.
J Agric Food Chem ; 62(16): 3517-24, 2014 Apr 23.
Article in English | MEDLINE | ID: mdl-24716625

ABSTRACT

Ureases are abundant in plants, bacteria, and in the soil, but their role in signaling between soybean and soil microorganisms has not been investigated. The bacterium Bradyrhizobium japonicum forms nitrogen-fixing nodules on soybean roots. Here, we evaluated the role(s) of ureases in the process of soybean nodulation. Chemotaxis assays demonstrated that soybean and jack bean ureases were more chemotactic toward bacterial cells than the corresponding plant lectins. The eu1-a,eu4 soybean, deficient in urease isoforms, formed fewer but larger nodules than the wild-type, regardless of the bacterial urease phenotype. Leghemoglobin production in wild-type plants was higher and peaked earlier than in urease-deficient plants. Inhibition of urease activity in wild-type plants did not result in the alterations seen in mutated plants. We conclude that soybean urease(s) play(s) a role in the soybean-B. japonicum symbiosis, which is independent of its ureolytic activity. Bacterial urease does not play a role in nodulation.


Subject(s)
Bradyrhizobium/physiology , Glycine max/enzymology , Plant Proteins/metabolism , Plant Root Nodulation , Root Nodules, Plant/enzymology , Urease/metabolism , Root Nodules, Plant/microbiology , Glycine max/microbiology , Glycine max/physiology , Symbiosis
8.
Biochem J ; 460(1): 1-11, 2014 May 15.
Article in English | MEDLINE | ID: mdl-24762136

ABSTRACT

Symbiosomes are a unique structural entity that performs the role of biological nitrogen fixation, an energy-demanding process that is the primary entryway of fixed nitrogen into the biosphere. Symbiosomes result from the infection of specific rhizobial strains into the roots of an appropriate leguminous host plant forming an organ referred to as a nodule. Within the infected plant cells of the nodule, the rhizobia are encased within membrane-bounded structures that develop into symbiosomes. Mature symbiosomes create an environment that allows the rhizobia to differentiate into a nitrogen-fixing form called bacteroids. The bacteroids are surrounded by the symbiosome space, which is populated by proteins from both eukaryotic and prokaryotic symbionts, suggesting this space is the quintessential component of symbiosis: an inter-kingdom environment with the single purpose of symbiotic nitrogen fixation. Proteins associated with the symbiosome membrane are largely plant-derived proteins and are non-metabolic in nature. The proteins of the symbiosome space are mostly derived from the bacteroid with annotated functions of carbon metabolism, whereas relatively few are involved in nitrogen metabolism. An appreciable portion of both the eukaryotic and prokaryotic proteins in the symbiosome are also 'moonlighting' proteins, which are defined as proteins that perform roles unrelated to their annotated activities when found in an unexpected physiological environment. The essential functions of symbiotic nitrogen fixation of the symbiosome are performed by co-operative interactions of proteins from both symbionts some of which may be performing unexpected roles.


Subject(s)
Nitrogen Fixation/physiology , Organelles/chemistry , Organelles/metabolism , Plant Proteins/chemistry , Symbiosis/physiology , Flavonoids/metabolism , Gene Expression Regulation, Plant , Nitrogen Fixation/genetics , Organelles/genetics , Plant Diseases/genetics , Plant Proteins/genetics , Plant Proteins/metabolism , Plant Roots/chemistry , Plant Roots/genetics , Plant Roots/metabolism
9.
Mol Plant Microbe Interact ; 24(12): 1472-81, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21864047

ABSTRACT

Bradyrhizobium japonicum, a nitrogen-fixing bacterium in soil, establishes a symbiotic relationship with the leguminous soybean plant. Despite a mutualistic association between the two partners, the host plant produces an oxidative burst to protect itself from the invasion of rhizobial cells. We investigated the effects of H(2)O(2)-mediated oxidative stress on B. japonicum gene expression in both prolonged exposure (PE) and fulminant shock (FS) conditions. In total, 439 and 650 genes were differentially expressed for the PE and FS conditions, respectively, at a twofold cut-off with q < 0.05. A number of genes within the transport and binding proteins category were upregulated during PE and a majority of those genes are involved in ABC transporter systems. Many genes encoding ? factors, global stress response proteins, the FixK(2) transcription factor, and its regulatory targets were found to be upregulated in the FS condition. Surprisingly, catalase and peroxidase genes which are typically expressed in other bacteria under oxidative stress were not differentially expressed in either condition. The isocitrate lyase gene (aceA) was induced by fulminant H(2)O(2) shock, as was evident at both the transcriptional and translational levels. Interestingly, there was no significant effect of H(2)O(2) on exopolysaccharide production at the given experimental conditions.


Subject(s)
Bradyrhizobium/drug effects , Bradyrhizobium/genetics , Gene Expression Regulation, Bacterial/drug effects , Hydrogen Peroxide/pharmacology , Oxidants/pharmacology , Bradyrhizobium/growth & development , Bradyrhizobium/physiology , Enzyme Induction , Gene Expression Profiling , Gene Expression Regulation, Bacterial/genetics , Genes, Bacterial/genetics , Genetic Complementation Test , Genome, Bacterial/genetics , Isocitrate Lyase/biosynthesis , Isocitrate Lyase/drug effects , Microbial Viability , Nitrogen Fixation , Oligonucleotide Array Sequence Analysis , Oxidative Stress , Polysaccharides, Bacterial/metabolism , Symbiosis , Transcription Factors/genetics , Transcription Factors/metabolism , Transcriptional Activation , Transcriptome
10.
Phytochemistry ; 69(13): 2426-38, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18757068

ABSTRACT

An isolation procedure for soybean (Glycine max L. cv Williams 82) nodule cytosol proteins was developed which greatly improved protein resolution by two-dimensional polyacrylamide gel electrophoresis. The most abundant proteins were selected and analyzed by mass spectrometry. The identified proteins were categorized by function (% of total proteins analyzed): carbon metabolism (28%), nitrogen metabolism (12%), reactive oxygen metabolism (12%) and vesicular trafficking (11%). The first three categories were expected based on the known physiological functions of the symbiotic nitrogen fixation process. The number of proteins involved in vesicular trafficking suggests a very active exchange of macromolecules and membrane components. Among the 69 identified proteins were the enzymes of the three carbon portion of glycolysis, which were further characterized to support their roles in the sucrose synthase pathway to provide malate for the bacteroids. Proteomic analysis provides a functional tool by which to understand and further investigate nodule function.


Subject(s)
Glycine max/metabolism , Proteome/analysis , Proteomics/methods , Root Nodules, Plant/metabolism , Bacterial Proteins/analysis , Bradyrhizobium/growth & development , Bradyrhizobium/metabolism , Cytosol/metabolism , Electrophoresis, Gel, Two-Dimensional , Mass Spectrometry , Plant Proteins/analysis , Root Nodules, Plant/microbiology , Glycine max/microbiology
11.
Anal Biochem ; 379(2): 192-5, 2008 Aug 15.
Article in English | MEDLINE | ID: mdl-18510937

ABSTRACT

Two-dimensional polyacrylamide gel electrophoresis (2D-PAGE) is the common method of choice for proteomic analysis. By introducing several small changes, a method was developed that not only improved the resolution and reproducibility of 2D-PAGE but also shortened the time of analysis. Precipitation by alkaline phenol and methanol/ammonium acetate was the choice for protein extraction. However, instead of precipitating the proteins overnight at -20 degrees C, it was carried out for 2 to 3h at -80 degrees C. Ethanol was used for the final wash of the protein precipitate instead of routinely used acetone. Dithiothreitol (DTT) was used in all solutions from the beginning, considerably improving the solubilization of precipitated proteins. Solubilization was further improved by using a mixture of detergents and denaturants at high concentrations along with large amounts of DTT. Both in-gel rehydration and cup-loading methods were used for isoelectric focusing (IEF). For in-gel rehydration, samples reduced with DTT were diluted with sample buffer containing 2-hydroxyethyl disulfide (2-HED) (1:3) or were cup-loaded on a strip rehydrated with sample buffer containing 2-HED. Glycerol (5%) was used in the sample buffer, and the focusing was performed at 15 degrees C. The applicability of the method was demonstrated using several soybean tissues.


Subject(s)
Electrophoresis, Gel, Two-Dimensional/methods , Plant Proteins/chemistry , Plant Proteins/isolation & purification , Artifacts , Chemical Precipitation , Plant Structures/chemistry , Reproducibility of Results , Soybean Proteins/chemistry , Soybean Proteins/isolation & purification , Time Factors
12.
Mol Plant Microbe Interact ; 20(10): 1298-307, 2007 Oct.
Article in English | MEDLINE | ID: mdl-17918631

ABSTRACT

A DNA microarray, comprising 70-mer oligonucleotides, representing 8,453 open reading frames (ORFs), was constructed based on the Bradyrhizobium japonicum strain USDA110 genomic sequence. New annotation predicted 199 additional genes, which were added to the microarray and were shown to be transcribed. These arrays were used to profile transcription in cells under a variety of conditions, including growth in minimal versus rich medium, osmotic stress, and free-living cells versus bacteroids. Increased expression was seen for genes involved in translation, motility, and cell envelope synthesis in rich medium whereas expression increased in minimal medium for genes involved in vitamin biosynthesis and stress responses. Treatment with 50 mM NaCl activated stress-inducible genes but repressed genes involved in chemotaxis and motility. Strikingly, no known transport systems for accumulation of compatible solutes or osmoprotectants were induced in response to osmotic stress. A number of nif, fix, and hup genes, but not all, were upregulated in bacteroids. The B. japonicum type III secretion system, known to be important in early nodulation, was downregulated in bacteroids. The availability of a reliable, low-cost B. japonicum microarray provides a useful tool for functional genomic studies of one of the most agriculturally important bacteria.


Subject(s)
Bradyrhizobium/genetics , Gene Expression Profiling/methods , Oligonucleotide Array Sequence Analysis/methods , Transcription, Genetic , Bradyrhizobium/classification , Bradyrhizobium/growth & development , DNA, Complementary/metabolism , Genes, Bacterial , Reproducibility of Results , Glycine max/growth & development , Glycine max/microbiology
13.
J Bacteriol ; 189(19): 6751-62, 2007 Oct.
Article in English | MEDLINE | ID: mdl-17660288

ABSTRACT

The growth and persistence of rhizobia and bradyrhizobia in soils are negatively impacted by drought conditions. In this study, we used genome-wide transcriptional analyses to obtain a comprehensive understanding of the response of Bradyrhizobium japonicum to drought. Desiccation of cells resulted in the differential expression of 15 to 20% of the 8,453 [corrected] B. japonicum open reading frames, with considerable differentiation between early (after 4 h) and late (after 24 and 72 h) expressed genes. While 225 genes were universally up-regulated at all three incubation times in response to desiccation, an additional 43 and 403 up-regulated genes were common to the 4/24- and 24/72-h incubation times, respectively. Desiccating conditions resulted in the significant induction (>2.0-fold) of the trehalose-6-phosphate synthetase (otsA), trehalose-6-phosphate phosphatase (otsB), and trehalose synthase (treS) genes, which encode two of the three trehalose synthesis pathways found in B. japonicum. Gene induction was correlated with an elevated intracellular concentration of trehalose and increased activity of trehalose-6-phosphate synthetase, collectively supporting the hypothesis that this disaccharide plays a prominent and important role in promoting desiccation tolerance in B. japonicum. Microarray data also indicated that sigma(54)- and sigma(24)-associated transcriptional regulators and genes encoding isocitrate lyase, oxidative stress responses, the synthesis and transport of exopolysaccharides, heat shock response proteins, enzymes for the modification and repair of nucleic acids, and the synthesis of pili and flagella are also involved in the response of B. japonicum to desiccation. Polyethylene glycol-generated osmotic stress induced significantly fewer genes than those transcriptionally activated by desiccation. However, 67 genes were commonly induced under both conditions. Taken together, these results suggest that B. japonicum directly responds to desiccation by adapting to changes imparted by reduced water activity, such as the synthesis of trehalose and polysaccharides and, secondarily, by the induction of a wide variety of proteins involved in protection of the cell membrane, repair of DNA damage, stability and integrity of proteins, and oxidative stress responses.


Subject(s)
Adaptation, Physiological/physiology , Bradyrhizobium/genetics , Gene Expression Profiling , Adaptation, Physiological/genetics , Bradyrhizobium/drug effects , Bradyrhizobium/physiology , Disasters , Gene Expression Regulation, Bacterial/drug effects , Genes, Bacterial/genetics , Genome, Bacterial , Glucosyltransferases/genetics , Magnetic Resonance Spectroscopy , Microbial Viability/drug effects , Microbial Viability/genetics , Mutation , Oligonucleotide Array Sequence Analysis , Phosphoric Monoester Hydrolases/genetics , Polyethylene Glycols/pharmacology , Reverse Transcriptase Polymerase Chain Reaction , Transcription, Genetic/drug effects , Transcriptional Activation , Trehalose/metabolism
14.
J Bacteriol ; 188(21): 7600-8, 2006 Nov.
Article in English | MEDLINE | ID: mdl-16936027

ABSTRACT

A mutant strain of Bradyrhizobium japonicum USDA110 lacking isocitrate dehydrogenase activity was created to determine whether this enzyme was required for symbiotic nitrogen fixation with soybean (Glycine max cv. Williams 82). The isocitrate dehydrogenase mutant, strain 5051, was constructed by insertion of a streptomycin resistance gene cassette. The mutant was devoid of isocitrate dehydrogenase activity and of immunologically detectable protein, indicating there is only one copy in the genome. Strain 5051 grew well on a variety of carbon sources, including arabinose, pyruvate, succinate, and malate, but, unlike many microorganisms, was a glutamate auxotroph. Although the formation of nodules was slightly delayed, the mutant was able to form nodules on soybean and reduce atmospheric dinitrogen as well as the wild type, indicating that the plant was able to supply sufficient glutamate to permit infection. Combined with the results of other citric acid cycle mutants, these results suggest a role for the citric acid cycle in the infection and colonization stage of nodule development but not in the actual fixation of atmospheric dinitrogen.


Subject(s)
Bradyrhizobium/enzymology , Bradyrhizobium/physiology , Glycine max/microbiology , Isocitrate Dehydrogenase/metabolism , Nitrogen Fixation , Arabinose/metabolism , Bradyrhizobium/genetics , Gene Deletion , Glutamic Acid/metabolism , Isocitrate Dehydrogenase/genetics , Malates/metabolism , Mutagenesis, Insertional , Nitrogen/metabolism , Nitrogen Fixation/genetics , Plant Structures/cytology , Plant Structures/growth & development , Plant Structures/microbiology , Pyruvic Acid/metabolism , Succinic Acid/metabolism , Symbiosis
15.
Proteomics ; 6(10): 3008-28, 2006 May.
Article in English | MEDLINE | ID: mdl-16688787

ABSTRACT

Total protein extract of Bradyrhizobium japonicum cultivated in HM media were resolved by 2-D PAGE using narrow range IPG strips. More than 1200 proteins were detected, of which nearly 500 proteins were analysed by MALDI-TOF and 310 spots were tentatively identified. The present study describes at the proteome level a significant number of metabolic pathways related to important cellular events in free-living B. japonicum. A comparative analysis of proteomes of free-living and nodule residing bacteria revealed major differences and similarities between the two states. Proteins related to fatty acid, nucleic acid and cell surface synthesis were significantly higher in cultured cells. Nitrogen metabolism was more pronounced in bacteroids whereas carbon metabolism was similar in both states. Relative percentage of proteins related to global functions like protein synthesis, maturation & degradation and membrane transporters were similar in both forms, however, different proteins provided these functions in the two states.


Subject(s)
Bacterial Proteins/metabolism , Bradyrhizobium/metabolism , Proteome/metabolism , Culture Media
16.
Proteomics ; 5(16): 4170-84, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16254929

ABSTRACT

As a prelude to using functional proteomics towards understanding the process of symbiotic nitrogen fixation between the legume soybean and the soil bacteria Bradyrhizobium japonicum, we examined the total protein expression pattern of the nodule bacteria, often referred to as bacteroids. A partial proteome map was constructed by separating the total bacteroid proteins using high-resolution 2-DE. Of the several hundred protein spots analyzed using PMF, 180 spots were tentatively identified by searching the available database for B. japonicum, (http://www.kazusa.or.jp/index.html). The data showed that the bacteroid expressed a dominant and elaborate protein network for nitrogen and carbon metabolism, which is closely dependent on the plant supplied metabolites, and seems aptly supported by a selective group of bacteroid transporter proteins. However, they seem to lack a defined fatty acid and nucleic acid metabolism. Interestingly, the proteins related to protein synthesis, scaffolding and degradation were among the most predominant spots of the bacteroid proteome. In addition, several proteins, which showed fairly good expression, were identified to be involved with cellular detoxification, stress regulation and signaling communication components. This preliminary proteomic data matches very well with several biochemical and genetic reports, and clearly shows the inter-connection between several metabolic pathways that meet the needs of the bacteroid. It is expected that in the future this will allow us to develop testable hypotheses about the roles of several of these proteins in context to the metabolic pathway connections and metabolite fluxes.


Subject(s)
Bacterial Proteins/metabolism , Bradyrhizobium/metabolism , Glycine max/microbiology , Proteome/metabolism , Amino Acids/biosynthesis , Bacterial Proteins/biosynthesis , Bradyrhizobium/isolation & purification , Carbon/metabolism , Carrier Proteins/metabolism , Electrophoresis, Gel, Two-Dimensional , Fatty Acids/metabolism , Nitrogen Fixation , Nucleic Acids/metabolism , Plant Roots/microbiology , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
17.
Conf Proc IEEE Eng Med Biol Soc ; 2004: 3051-4, 2004.
Article in English | MEDLINE | ID: mdl-17270922

ABSTRACT

We derive and validate a novel statistical model for confidence assessment of protein identification results using peptide mass fingerprint data. We simulate the digestion of the proteins and compare each peptide mass with the input mass. We compute scores from this matching of peptide and compute the distribution of scores for all the proteins in the database. Based on the distribution, we can provide the expectation value for a protein match in the database. We conclude that, given the complexity and noise of the data, the best method for effective confidence matching is using one scoring scheme for matching and another scoring scheme for confidence assessment.

18.
Can J Microbiol ; 49(4): 237-43, 2003 Apr.
Article in English | MEDLINE | ID: mdl-12897832

ABSTRACT

To study the adjustments made to the tricarboxylic acid cycle during symbiosis of nitrogen-fixing rhizobia with their host legumes, we have characterized the genes encoding the alpha-ketoglutarate dehydrogenase enzyme complex in Bradyrhizobium japonicum. The genes were arranged in the order sucA-sucB-scdA-lpdA, where scdArepresents a short-chain dehydrogenase gene (GenBank accession No. AY049030). All four genes appeared to be co-transcribed, an arrangement that is so far unique to B. japonicum. The mdh gene, encoding malate dehydrogenase, was located upstream of the sucA operon, and its primary transcript appeared to be monocistronic. Primer extension indicated that the sucA operon and mdh were transcribed from typical housekeeping promoters.


Subject(s)
Bradyrhizobium/genetics , Genes, Bacterial , Ketoglutarate Dehydrogenase Complex/genetics , Amino Acid Sequence , Base Sequence , Blotting, Northern , Bradyrhizobium/enzymology , Chromosome Mapping , Citric Acid Cycle , Cloning, Molecular , Genome, Bacterial , Ketoglutarate Dehydrogenase Complex/chemistry , Malate Dehydrogenase/genetics , Molecular Sequence Data , Open Reading Frames , Operon , Oxidoreductases/genetics , Oxidoreductases/metabolism , Promoter Regions, Genetic , Sequence Alignment , Transcription, Genetic
19.
Appl Environ Microbiol ; 56(8): 2587-2589, 1990 Aug.
Article in English | MEDLINE | ID: mdl-16348268

ABSTRACT

Several carbon metabolism enzymes were measured in cultured cells and bacteroids of Rhizobium meliloti 102F51 and in alfalfa root nodule cytosol. The enzyme activity levels of the pentose phosphate pathway were much higher than those of the Embden-Meyerhof-Parnas or Entner-Doudoroff pathways in extracts of cultured cells. The pattern of enzyme activities in the bacteroids was different from that of cultured cells.

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