The extracellular proteome of Bacillus licheniformis grown in different media and under different nutrient starvation conditions

The now finished genome sequence of Bacillus licheniformis DSM 13 allows the prediction of the genes involved in protein secretion into the extracellular environment as well as the prediction of the proteins which are translocated. From the sequence 296 proteins were predicted to contain an N-terminal signal peptide directing most of them to the Sec system, the main transport system in Gram-positive bacteria. Using 2-DE the extracellular proteome of B. licheniformis grown in different media was studied. From the approximately 200 spots visible on the gels, 89 were identified that either contain an N-terminal signal sequence or are known to be secreted by other mechanisms than the Sec pathway. The extracellular proteome of B. licheniformis includes proteins from different functional classes, like enzymes for the degradation of various macromolecules, proteins involved in cell wall turnover, flagellum- and phage-related proteins and some proteins of yet unknown function. Protein secretion is highest during stationary growth phase. Furthermore, cells grown in complex medium secrete considerably higher protein amounts than cells grown in minimal medium. Limitation of phosphate, carbon and nitrogen sources results in the secretion of specific proteins that may be involved in counteracting the starvation.     

Proteomic analysis of the extremely thermoacidophilic archaeon Picrophilus torridus at pH and temperature values close to its growth limit

The thermoacidophilic archaeon Picrophilus torridus belongs to the Thermoplasmatales order and is the most acidophilic organism known to date, growing under extremely acidic conditions around pH 0 (pH(opt) 1) and simultaneously at high temperatures up to 65°C. Some genome features that may be responsible for survival under these harsh conditions have been concluded from the analysis of its 1.55 megabase genome sequence. A proteomic map was generated for P. torridus cells grown to the mid-exponential phase. The soluble fraction of the cells was separated by isoelectric focusing in the pH ranges 4-7 and 3-10, followed by a two dimension (2D) on SDS-PAGE gels. A total of 717 Coomassie collodial-stained protein spots from both pH ranges (pH 4-7 and 3-10) were excised and subjected to LC-MS/MS, leading to the identification of 665 soluble protein spots. Most of the enzymes of the central carbon metabolism were identified on the 2D gels, corroborating biochemically the metabolic pathways predicted from the P. torridus genome sequence. The 2D master gels elaborated in this study represent useful tools for physiological studies of this thermoacidophilic organism. Based on quantitative 2D gel electrophoresis, a proteome study was performed to find pH- or temperature-dependent differences in the proteome composition under changing growth conditions. The proteome expression patterns at two different temperatures (50 and 70°C) and two different pH conditions (pH 0.5 and 1.8) were compared. Several proteins were up-regulated under most stress stimuli tested, pointing to general roles in coping with stress.     

Quantitative protein expression and cell surface characteristics of Escherichia coli MG1655 biofilms

Cell surface physicochemical characterization techniques were combined with quantitative changes in protein expression, to investigate the biological and biophysical changes of Escherichia coli MG1655 cells when grown as a biofilm (BIO). The overall surface charge of BIO cells was found to be less negative, highlighting the need for a lower electrophoretic mobility for attachment to occur. Comparison of the chemical functional groups on the cell surface showed similar profiles, with the absorbance intensity higher for proteins and carbohydrates in the BIO cells. Quantitative proteomic analysis demonstrated that 3 proteins were significantly increased, and 9 proteins significantly decreased in abundance, in cells grown as a BIO compared to their planktonic counterparts, with 7 of these total 12 proteins unique to this study. Proteins showing significant increased or decreased abundance include proteins involved in acid resistance, DNA protection and binding and ABC transporters. Further predictive analysis of the metabolic pathways showed an increased abundance of the amino acid metabolism and tricarboxylic acid (TCA) cycle, with a decrease in expression within the pentose phosphate and glycolysis pathways. It is therefore hypothesized that cells grown as a BIO are still energetically viable potentially using amino acids as an indirect carbon backbone source into the TCA cycle.     

在不同碳源培养条件下酿酒酵母的蛋白质组解析

为了分析酿酒酵母在不同培养条件下的代谢调控过程的差异,采用固相pH梯度-SDS聚丙烯酰胺双向凝胶电泳对其利用不同碳源时细胞的总蛋白进行了分离,银染显色,使用2D蛋白质图像分析系统Image Master-2D Elite对双向电泳图谱进行分析,查询SWISS-2D-PAGE蛋白质组数据库,识别了约500个蛋白质点。对与糖酵解途径、磷酸戊糖途径、三羧酸循环和几种回补反应相关的大部分关键的蛋白质进行了差异分析。探讨了酿酒酵母利用不同碳源时及生长的不同阶段代谢机理的变化和在蛋白质水平的调控。     

Metabolic flux analysis of CHO cells at growth and non-growth phases using isotopic tracers and mass spectrometry

Chinese hamster ovary (CHO) cells are the main platform for production of biotherapeutics in the biopharmaceutical industry. However, relatively little is known about the metabolism of CHO cells in cell culture. In this work, metabolism of CHO cells was studied at the growth phase and early stationary phase using isotopic tracers and mass spectrometry. CHO cells were grown in fed-batch culture over a period of six days. On days 2 and 4, [1,2-¹³C] glucose was introduced and the labeling of intracellular metabolites was measured by gas chromatography-mass spectrometry (GC–MS) at 6, 12 and 24 h following the introduction of tracer. Intracellular metabolic fluxes were quantified from measured extracellular rates and ¹³C-labeling dynamics of intracellular metabolites using non-stationary ¹³C-metabolic flux analysis (¹³C-MFA). The flux results revealed significant rewiring of intracellular metabolic fluxes in the transition from growth to non-growth, including changes in energy metabolism, redox metabolism, oxidative pentose phosphate pathway and anaplerosis. At the exponential phase, CHO cell metabolism was characterized by a high flux of glycolysis from glucose to lactate, anaplerosis from pyruvate to oxaloacetate and from glutamate to α-ketoglutarate, and cataplerosis though malic enzyme. At the stationary phase, the flux map was characterized by a reduced flux of glycolysis, net lactate uptake, oxidative pentose phosphate pathway flux, and reduced rate of anaplerosis. The fluxes of pyruvate dehydrogenase and TCA cycle were similar at the exponential and stationary phase. The results presented here provide a solid foundation for future studies of CHO cell metabolism for applications such as cell line development and medium optimization for high-titer production of recombinant proteins.     

Proteomic analysis of Bacillus thuringiensis ΔphaC mutant BMB171/PHB(-1) reveals that the PHB synthetic pathway warrants normal carbon metabolism

A phaC knockout mutant from Bacillus thuringiensis (Bt) strain BMB171, named BMB171/PHB(-1), was constructed. A physiological and metabolic investigation and a proteomic analysis were conducted for both ΔphaC mutant and its parent strain. Grown in peptone medium with 5 gram glucose per liter as sole carbon source, BMB171/PHB(-1) produced various organic acids. Here the excreted pyruvate, citrate, lactate, acetate and glutamate were quantitatively analyzed. Deletion of phaC gene from the BMB171 strain resulted in 1) growth delay; 2) higher consumption of dioxigen but lower cell yield; 3) stagnation of pH movement; 4) overproduction of organic acids; 5) rapid descent of cell density in the stationary phase; and 6) a sporulation-deficient phenotype. Our proteomic study with qPCR reconfirmation reveals that the absence of PhaC led to a metabolic turmoil which showed repressed glycolysis, and over-expressed TCA cycle, various futile pathways and amino acid synthesis during vegetative growth. It is thus thought that B. thuringiensis BMB171 effectively regulated its carbon metabolism upon the presence of the functional PHB synthetic pathway. The presence of this pathway warrants a PHB-producing bacterium better surviving under different environmental conditions.     

Identification of metabolic fluxes in hepatic cells from transient 13C-labeling experiments: Part II. Flux estimation

This contribution addresses the identification of metabolic fluxes and metabolite concentrations in mammalian cells from transient (13)C-labeling experiments. Whilst part I describes experimental set-up and acquisition of required metabolite and (13)C-labeling data, part II focuses on setting up network models and the estimation of intracellular fluxes. Metabolic fluxes were determined in glycolysis, pentose-phosphate pathway (PPP), and citric acid cycle (TCA) in a hepatoma cell line grown in aerobic batch cultures. In glycolytic and PPP metabolite pools isotopic stationarity was observed within 30 min, whereas in the TCA cycle the labeling redistribution did not reach isotopic steady state even within 180 min. In silico labeling dynamics were in accordance with in vivo (13)C-labeling data. Split ratio between glycolysis and PPP was 57%:43%; intracellular glucose concentration was estimated at 101.6 nmol per 10(6) cells. In contrast to isotopic stationary (13)C-flux analysis, transient (13)C-flux analysis can also be applied to industrially relevant mammalian cell fed-batch and batch cultures.     

Oocyte control of metabolic cooperativity between oocytes and companion granulosa cells: energy metabolism

Intercellular communication between oocytes and granulosa cells is essential for normal follicular differentiation and oocyte development. Subtraction hybridization was used to identify genes more highly expressed in cumulus cells than in mural granulosa cells of mouse antral follicles. This screen identified six genes involved in glycolysis: Eno1, Pkm2, Tpi, Aldoa, Ldh1, and Pfkp. When oocytes were microsurgically removed from cumulus cell-oocyte complexes, the isolated cumulus cells exhibited decreased expression levels of genes encoding glycolytic enzymes, glycolysis and activity of the tricarboxylic acid (TCA) cycle. These decreases were prevented by culturing the cumulus cells with paracrine factors secreted by fully grown oocytes. Paracrine factors from fully grown oocytes exhibited greater ability than those from growing oocytes to promote expression of genes encoding glycolytic enzymes and glycolysis in the granulosa cells of preantral follicles. However, neither fully grown nor growing oocytes secreted paracrine factors affecting activity of the TCA cycle. These results indicate that oocytes regulate glycolysis and the TCA cycle in granulosa cells in a manner specific to the population of granulosa cells and to the stage of growth and development of the oocyte. Oocytes control glycolysis in granulosa cells by regulating expression levels of genes encoding glycolytic enzymes. Therefore, mouse oocytes control the intercellular metabolic cooperativity between cumulus cells and oocytes needed for energy production by granulosa cells and required for oocyte and follicular development.     

Multidimensional proteomic analysis of the soluble subproteome of the emerging nosocomial pathogen Ochrobactrum anthropi

We report the first large-scale gel-free proteomic analysis of the soluble subproteome of the emerging pathogen Ochrobactrum anthropi. Utilizing our robust offline multidimensional protein identification protocol, a total of 57 280 peptides were initially identified utilizing automated MS/MS analysis software. We describe our investigation of the heuristic protein validation tool PROVALT and demonstrate its ability to increase the speed and accuracy of the curation process of large-scale proteomic datasets. PROVALT reduced our peptide list to 8517 identified peptides and further manual curation of these peptides led to a final list of 984 uniquely identified peptides that resulted in the positive identification of 249 proteins. These identified proteins were functionally classified and physiochemically characterized. A variety of typical "housekeeping" functions identified within the proteome included nucleic acid, amino and fatty acid anabolism and catabolism, glycolysis, TCA cycle, and pyruvate and selenoamino acid metabolism. In addition, a number of potential virulence factors of relevance to both plant and human disease were identified.     

Identification of an integral membrane 80 kDa protein of Saccharomyces cerevisiae induced in response to dehydration

Using SDS-PAGE gels we observed the induced synthesis of a protein with a molecular mass of 80 kDa when cells of strains of Saccharomyces cerevisiae were subjected to dehydration. Physiological analysis showed that this protein is not present during growth on glucose but was found in derepressed cells from stationary phase. Furthermore, its synthesis was induced when cells were grown on medium containing α-methyl-glucoside as carbon source. However, the 80 kDa protein was not found in cells of mutants unable to transport trehalose. This protein was localized in the cytoplasmic membrane and showed trehalose-binding activity, determined by its partial purification on a trehalose–Sepharose 6B affinity column. The possible involvement of the 80 kDa protein with the trehalose transport system is discussed.     

Proteomic changes in Debaryomyces hansenii upon exposure to NaCl stress

The proteome of the highly NaCl-tolerant yeast Debaryomyces hansenii was investigated by two-dimensional polyacrylamide gel electrophoresis (2D PAGE), and 47 protein spots were identified by matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) followed by mass spectrometry (MS). The influence of NaCl on the D. hansenii proteome was investigated during the first 3 h of NaCl exposure. The rate of protein synthesis was strongly decreased by exposure to 8% and 12% (w/v) NaCl, as the average incorporation rates of l-[(35)S]methionine within the first 30 min after addition of NaCl were only 7% and 4% of the rate in medium without NaCl. In addition, the number of protein spots detected on 2D gels prepared from cells exposed to 8% and 12% (w/v) NaCl exceeded less than 28% of the number of protein spots detected on 2D gels prepared from cells without added NaCl. Several proteins were identified as being either induced or repressed upon NaCl exposure. The induced proteins were enzymes involved in glycerol synthesis/dissimilation and the upper part of glycolysis, whereas the repressed proteins were enzymes involved in the lower part of glycolysis, the route to the Krebs cycle, and the synthesis of amino acids. Furthermore, one heat shock protein (Ssa1p) was induced, whereas others (Ssb2p and Hsp60p) were repressed.     

Skeletal muscle proteomics: carbohydrate metabolism oscillates with seasonal and torpor-arousal physiology of hibernation

The physiology of small mammalian hibernators shifts profoundly over a year, from summer homeothermy to winter heterothermy. Torpor-arousal cycles define high-amplitude tissue activity fluctuations in winter, particularly for skeletal muscle, which contributes to the energetically demanding rewarming process via shivering. To better understand the biochemistry underlying summer-winter and torpor-arousal transitions, we applied two-dimensional gel electrophoresis coupled with liquid chromatography/mass spectrometry/mas spectrometry to the soluble proteins from hindlimb muscle of 13-lined ground squirrels (Ictidomys tridecemlineatus) in two summer and six winter states. Two hundred sixteen protein spots differed by sampled state. Significantly, intrawinter protein adjustment was a minor component of the dataset despite large discrepancies in muscle activity level among winter states; rather, the bulk of differences (127/138 unequivocally identified proteins spots) occurred between summer and winter. We did not detect any proteomic signatures of skeletal muscle atrophy in this hibernator nor any differential seasonal regulation of protein metabolism. Instead, adjustments to metabolic substrate preferences dominated the detected proteomic differences. Pathways of carbohydrate metabolism (glycolysis and gluconeogenesis) were summer enriched, whereas the winter proteome was enriched for fatty acid β-oxidation. Nevertheless, our data suggest that some reliance on carbohydrate reserves is maintained during winter. Phosphoglucomutase (PGM1), which reversibly prepares glucose subunits for either glycolysis or glycogenesis, showed apparent winter state-specific phosphorylation. PGM1 was phosphorylated during rewarming and dephosphorylated by interbout arousal, implying that glucose supplements lipid fuels during rewarming. This, along with winter elevation of TCA cycle enzymes, suggests that hindlimb muscles are primed for rapid energy production and that carbohydrates are an important fuel for shivering thermogenesis.     

Isolation of soluble proteins from an industrial strain Streptomyces avermitilis in complex culture medium for two-dimensional gel electrophoresis

Two-dimensional gel electrophoresis (2-DE) is a core proteomic technique to study protein expression and function in living organisms. Although 2-DE has been extensively used for the investigation of bacteria, yeast, animal and plant tissue cells, the isolation of proteins from the organisms and elimination of salt, nucleotide, polysaccharide, lipids and other contaminations from the samples often limit its application. In this study, the protocol for protein isolation from cells of Streptomyces avermitilis cultivated in partially insoluble complex medium was investigated. The goal was to make the obtained extraction samples suitable for the two-dimensional electrophoresis, thus make the further proteome analysis possible. Compared to non-denatured procedure, the denatured one, precipitating with 10% TCA in acetone, efficiently eliminated the interference substances from the cell lysate. Thiourea in the rehydration solution enhanced the resolubilization of protein pellets but led to heavy horizontal streaking in the 2-DE gels. High protein loading amount improved the resolution of some low abundance proteins but did not adapt to the high abundance proteins. And it was also important to collect cells at appropriate culture time according to the analysis target. With the optimized protein extraction protocol, the protein expression patterns of S. avermitilis during the onset of avermectin production in complex medium were analyzed.     

Protein synthesis during the transition from the resting to the growing state in suspension cultures of Paul's Scarlet rose cells

Cells derived from Paul's Scarlet rose ( Rosa sp. ) were grown in the chemically defined medium of Nesius. When a stationary phase culture was diluted with fresh medium, growth was initiated after a pronounced lag period. DNA replication, as revealed by thymidine labeling and autoradiography, did not begin until 36 h, and mitotic figures were not observed until 48 h after dilution. A 10–15 fold increase in the rate of protein synthesis occurred during the lag period. This was brought about by a 3.5 fold increase in the amount of ribosomal RNA per cell, plus a doubling of both the percentage of ribosomes that are present as polyribosomes and the average number of ribosomes per polyribosome. The spectrum of polypeptides synthesized by these cells during the lag and early log periods of growth was examined. Polyribosomes were extracted from the cells at intervals preceding and accompanying the initiation of proliferative growth. The polyribosomes were translated in a wheat germ cell-free protein synthesizing system and the ³⁵S-methionine-labeled translation products were separated on polyacrylamide slab gels and by 2-dimensional gel electrophoresis. Comparatively few differences were observed between stationary phase, lag phase and log phase cells in terms of the spectrum of polypeptides synthesized in vitro. However, these various phases of the growth cycle could be characterized by a relatively high rate of synthesis of a few specific polypeptides. That is, while most proteins are synthesized throughout the growth cycle and even in non-growing cells at approximately the same relative rates, there are a few variable proteins whose synthesis marks a particular phase of the growth cycle.     

Proteomic studies of diauxic lag in the differentiating prokaryote Streptomyces coelicolor reveal a regulatory network of stress-induced proteins and central metabolic enzymes

Bacteria typically undergo intermittent periods of starvation and adaptation, emulated as diauxic growth in the laboratory. In association with growth arrest elicited by metabolic stress, the differentiating eubacterium Streptomyces coelicolor not only adapts its primary metabolism, but can also activate developmental programmes leading to morphogenesis and antibiotic biosynthesis. Here, we report combined proteomic and metabolomic data of S. coelicolor used to analyse global changes in gene expression during diauxic growth in a defined liquid medium. Cultures initially grew on glutamate, providing the nitrogen source and feeding carbon (as 2-oxoglutarate) into the TCA cycle, followed by a diauxic delay allowing reorientation of metabolism and a second round of growth supported by NH4+, formed during prediauxic phase, and maltose, a glycolytic substrate. Cultures finally entered stationary phase as a result of nitrogen starvation. These four physiological states had previously been defined statistically by their distinct patterns of protein synthesis and heat shock responses. Together, these data demonstrated that the rates of synthesis of heat shock proteins are determined not only by temperature increase but also by the patterns and rates of metabolic flux in certain pathways. Synthesis profiles for metabolic- and stress-induced proteins can now be interpreted by the identification of 204 spots (SWICZ database presented at http://proteom.biomed.cas.cz). Cluster analysis showed that the activity of central metabolic enzymes involved in glycolysis, the TCA cycle, starvation or proteolysis each displayed identifiable patterns of synthesis that logically underlie the metabolic state of the culture. Diauxic lag was accompanied by a structured regulatory programme involving the sequential activation of heat-, salt-, cold- and bacteriostatic antibiotic (pristinamycin I, PI)-induced stimulons. Although stress stimulons presumably provide protection during environmental- or starvation-induced stress, their identities did not reveal any coherent adaptive or developmental functions. These studies revealed interactive regulation of metabolic and stress response systems including some proteins known to support developmental programmes in S. coelicolor.     

Effects of glucose and glycerol on gamma-poly(glutamic acid) formation by Bacillus licheniformis ATCC 9945a

Bacillus licheniformis ATCC 9945a is one of the bacterial strains that produce gamma-poly(glutamic acid) (gamma-PGA). The use of carbohydrate medium components for gamma-PGA production was explored. Cells were grown in shake flasks or in controlled pH fermentors using medium formulations that contain different carbon sources. During the cultivations, aliquots were removed to monitor cell growth, carbon utilization, polymer production, and polymer molecular weight. Glucose was a better carbon source than glycerol for cell growth. Furthermore, glucose was utilized at a faster rate than glycerol, citrate, or glutamate. However, by using mixtures of glucose and glycerol in medium formulations, the efficiency of gamma-PGA production increased. For example, by increasing the glycerol in medium formulations from 0 to 40 g/L, the gamma-PGA broth concentration after 96 h increased from 5.7 to 20.5 g/L. Considering that glycerol utilization was low for the glucose/glycerol mixtures studied, it was unclear as to the mechanism by which glycerol leads to enhanced product formation. Cell growth and concomitant gamma-PGA production (12 g/L) at pH 6.5 was possible using glucose as a carbon source if trace amounts (0.5 g/L each) of citrate and glutamate were present in the medium. We suggested that citrate and glutamate were useful in preventing salt precipitation from the medium. In addition, glutamate may be preferred relative to ammonium chloride as a nitrogen source. The conversion of glucose to gamma-PGA by the strain ATCC 9945a was believed to occur by glycolysis of glucose to acetyl-CoA and tricarboxylic acid (TCA) cycle intermediates that were then metabolized via the TCA cycle to form alpha-ketoglutarate, which is a direct glutamate precursor.