Generation of an evolved <Emphasis Type="Italic">Saccharomyces cerevisiae</Emphasis> strain with a high freeze tolerance and an improved ability to grow on glycerol

Glycerol is a residue generated during biodiesel production and represents around 10% of the total product output. Biodiesel production is currently having a significant impact on glycerol price, leading to an increased interest in the use of glycerol as a cheap substrate for fermentation processes. We have analysed the growth kinetics of two wild-type strains of Saccharomyces cerevisiae grown on synthetic media containing glycerol as the sole carbon and energy source. Both strains were initially unable to grow when cultivated under these conditions, and an unusually long lag phase was necessary prior to the appearance of slow-growing cells. Following the application of an "evolutionary engineering" approach, we obtained S. cerevisiae strains with an improved ability to grow on glycerol. We report here the isolation of an evolved strain that exhibits a reduction of the lag phase, a threefold increase of the specific growth rate and a higher glycerol consumption rate compared to wild-type strains. The evolved strain has retained its fermentative activity, producing ethanol at the same rate and yield as the wild type. Interestingly, the yeast biomass obtained by cultivating the evolved strain on synthetic glycerol-based media also showed a high viability after prolonged storage at -20°C. The strategy adopted in our study could be easily applied to obtain S. cerevisiae strains with new industrially relevant traits, such as an improved ability to use cheap substrates and high resistance to freeze and thaw procedures.     

Metabolism of cyclic adenosine 3'',5''-monophosphate and induction of tryptophanase in Escherichia coli.

The relationship between cyclic adenosine 3',5'-monophosphate (cyclic AMP) metabolism and the induction of tryptophanase and beta-galactosidase was studied in several strains of Escherichia coli grown with succinate, acetate, glycerol, or glucose as the carbon source. No consistent relationship between the intracellular concentration of cyclic AMP in the several strains cultured and the various carbon sources was discerned. In E. coli K-12-1 the induction of tryptophanase was found to vary in the order: succinate greater than acetate greater than glycerol greater than glucose, and that of beta-galactosidase was found in the order: glycerol greater than acetate greater than succinate greater than glucose. Rate of accumulation of cyclic AMP in the culture filtrate was in the order: succinate greater than acetate greater than glycerol greater than glucose. The addition of glycerol to E. coli K-12-1 grown in acetate caused inhibition of tryptophanase and slight inhibition of accumulation of extracellular cyclic AMP. These same conditions caused beta-galactosidase induction to be stimulated. The addition of exogenous cyclic AMP to cultures grown with four different carbon sources had an effect characteristic for each of the two enzymes studied as well as each individual carbon source. The results suggest that there are control elements distinct from cyclic AMP and its receptor protein which respond to the catabolic situation of the cell.     

A gas chromatographic investigation of the influence of different carbon sources on the production of volatile compounds by Dipodascus aggregatus

Summary The yeast fungus Dipodascus aggregatus was cultivated aerobically on different carbon sources. The growth was measured turbidimetrically and related to the simultaneus production of volatile compounds, which was determined by a gas chromatographic head-space technique. The same culture could be analyzed many times and up to 15 components were detected in a chromatogram recorded in 18 min. The main peaks were identified and the chromatograms quantitatively evaluated by peak height measurements.All the carbon sources tested were utilized for growth even if the lag phase was prolonged on xylose and ethanol. The production of volatile compounds from the different carbon sources decreased as follows; ethanol>glucose>fructose>glycerol >xylose and succinic acid. A good carbon source for growth could be unsuitable for the formation of volatile products and vice versa.The time course production of volatile components was recorded. On each separate carbon source the formation of volatiles was correlated to growth until the end of the exponential phase of growth.An extraction procedure including the addition of an internal standard was used to determine the exact concentrations of 9 components at near optimum production. The amounts varied between 0.1–32 mg/l medium when the fungus was grown on 5% glucose.     

Pre-processing of chromatographic data for principal component analysis

This paper examines the selection of the appropriate representation of chromatogram data prior to using principal component analysis (PCA), a multivariate statistical technique, for the diagnosis of chromatogram data sets. The effects of four process variables were investigated; flow rate, temperature, loading concentration and loading volume, for a size exclusion chromatography system used to separate three components (monomer, dimer, trimer). The study showed that major positional shifts in the elution peaks that result when running the separation at different flow rates caused the effects of other variables to be masked if the PCA is performed using elapsed time as the comparative basis. Two alternative methods of representing the data in chromatograms are proposed. In the first data were converted to a volumetric basis prior to performing the PCA, while in the second, having made this transformation the data were adjusted to account for the total material loaded during each separation. Two datasets were analysed to demonstrate the approaches. The results show that by appropriate selection of the basis prior to the analysis, significantly greater process insight can be gained from the PCA and demonstrates the importance of pre-processing prior to such analysis.     

Influence of nutrient media on the chemical composition of the exopolysaccharide from mucoid and non-mucoid Pseudomonas aeruginosa

Two mucoid Pseudomonas aeruginosa strains and their non-mucoid revertants isolated from two different clinical origins (cystic fibrosis and bronchiectasis) were grown in various chemically defined media. The extracted exopolysaccharide was characterized by gas-liquid chromatography and 1H-NMR spectroscopy. The exopolysaccharide was always heterogeneous, with an alginate fraction and a neutral fraction essentially composed of glucose, galactose, rhamnose and hexosamines. The alginate composition (mannuronate/guluronate ratio and O-acetylation degree) changed according to the carbon source in nutrient media and whether the strains tested were responding differently to these environmental stimuli. In all cases, the best carbon source for the alginate production was glycerol: the two cystic fibrosis strains produced a predominantly O-acetylated alginate whereas only the mucoid bronchiectasis strain produced a polymannuronate exopolysaccharide.     

Catabolite repression of tryptophanase in Escherichia coli

Catabolite repression of tryptophanase was studied in detail under various conditions in several strains of Escherichia coli and was compared with catabolite repression of beta-glactosidase. Induction of tryptophanase and beta-galactosidase in cultures grown with various carbon sources including succinate, glycerol, pyruvate, glucose, gluconate, and arabinose is affected differently by the various carbon sources. The extent of induction does not seem to be related to the growth rate of the culture permitted by the carbon source during the course of the experiment. In cultures grown with glycerol as carbon source, preinduced for beta-galactosidase or tryptophanase and made permeable by ethylenediaminetetraacetic acid (EDTA) treatment, catabolite repression of tryptophanase was not affected markedly by the addition of cAMP (3',5'-cyclic adenosine monophosphate). Catabolite repression by glucose was only partially relieved by the addition of cAMP. In contrast, under the same conditions, cAMP completely relieved catabolite repression of beta-galactosidase by either pyruvate or glucose. Under conditions of limited oxygen, induction of tryptophanase is sensitive to catabolite repression; under the same conditions, beta-galactosidase induction is not sensitive to catabolite repression. Induction of tryptophanase in cells grown with succinate as carbon source is sensitive to catabolite repression by glycerol and pyruvate as well as by glucose. Studies with a glycerol kinaseless mutant indicate that glycerol must be metabolized before it can cause catabolite repression. The EDTA treatment used to make the cells permeable to cAMP was found to affect subsequent growth and induction of either beta-galactosidase or tryptophanase much more adversely in E. coli strain BB than in E. coli strain K-12. Inducation of tryptophanase was reduced by the EDTA treatment significantly more than induction of beta-galactosidase in both strains. Addition of 2.5 x 10(-3)m cAMP appeared partially to reverse the inhibitory effect of the EDTA treatment on enzyme induction but did not restore normal growth.     

Sporulation Synchrony of Saccharomyces cerevisiae Grown in Various Carbon Sources

Sporulation of several strains of Saccharomyces cerevisiae grown in a variety of carbon sources that do not repress the tricarboxylic acid cycle enzymes was more synchronous than the sporulation of cells grown in medium containing dextrose which does repress those enzymes. Dextrose-grown cells showed optimal sporulation synchrony when inoculated into sporulation medium from early stationary phase when the dextrose in the medium is exhausted. Logarithmic-phase cells grown in either non-fermentable carbon sources (acetate and glycerol) or a fermentable carbon source that does not repress tricarboxylic acid cycle enzymes (galactose) sporulated more synchronously than the early stationary-phase dextrose cells. Attempts were made to sporulate cells taken from both complex and semidefined media. The semidefined acetate medium failed to support the growth of a number of strains. However, cells grown in the complex acetate medium, as well as both complex and semidefined glycerol and galactose media, sporulated with better synchrony than did the dextrose-grown cells.     

Effect of carbon source on enzymes involved in glycerol metabolism inNeurospora crassa

Specific activities of eight enzymes involved in glycerol metabolism were determined in crude extracts of three strains ofNeurospora crassa after growth on six different carbon sources. One of the strains was wild type, which grew poorly on glycerol as sole carbon source; the other two were mutant strains which were efficient glycerol utilizers. A possible basis for this greater effeciency of glycerol utilization was catabolite repression of glyceraldehyde kinase by glycerol in wild type, and two-fold higher glycerate kinase activity in the mutant strains after growth on glycerol, thus apparently allowing two routes for glyceraldehyde to enter the glycolytic pathway in the mutant strains but only one in wild type. The preferential entry of glyceraldehyde to the glycolytic pathway through glycerate was suggested by the lack of glyceraldehyde kinase in all three strains after growth on one or more of the carbon sources and the generally higher levels of aldehyde dehydrogenase and of glycerate kinase than of glyceraldehyde kinase.     

Headspace sorptive extraction and GC-TOFMS for the identification of volatile fungal metabolites

Volatiles from fungi cultivated in Petri dishes were collected by a simple headspace polydimethylsiloxane (PDMS) sorptive extraction technique (HSSE), thermally desorbed into a gas chromatographic capillary column and detected and identified by gas chromatography-time-of-flight mass spectrometry (GC-TOFMS). The method was used to compare metabolite profiles of seven species of fungi grown on two types of sterile agars - potato dextrose and Sabouraud dextrose. Three species from the genus Penicillium (P. italicum, P. camemberti, and P. roqueforti) and four outgroups, each from a different phylum (Saprolegnia sp.; Sordaria fimicola, wild-type; Coprinus cinereus; and Rhizopus stolonifer) were grown on the two types of agars and analyzed. Multivariate analysis (PCA) was used to determine whether separate classes of fungi can be distinguished from one another based on their metabolite profiles. PCA showed clear class separation between the three Penicillium samples and the outgroups. Slight differences were observed in metabolite profiles as a function of growth medium. HSSE/GC-TOFMS appears to be a relatively simple and accurate technique for classification of fungi based on their volatile metabolite profiles. The volatiles sampling technique reported here is non-destructive, so it can be applied with traditional methods for studying fungal growth and metabolism.     

alpha-1 Antitrypsin phenotypes determined by isoelectric focusing of the cysteine-antitrypsin mixed disulfide in serum.

The methods available for analysis of sugar kinase activity are usually either complicated or time consuming. Coupled assays, aside from the added cost of coupling enzymes and substrates, present problems due to the pH optima, activators, and inhibitors of the coupling enzymes. Direct separation of the product requires either ion exchange (1) or paper chromatography (2,3). The former requires constant attention and the latter usually takes either overnight for the completion of a chromatogram or a great deal of elution solvent (200 ml) for DEAE paper discs (3).Those enzymes which form phosphorylated products from nonionic substrates (hexokinases, glycerol kinase, phosphoribosyl-transferases, etc.) may be conveniently assayed by chromatograhic separation of a radioactive phosphorylated product from the radioactive nonionic substrate, where the product remains at the origin. In such assays, no interfering coupling enzymes are used and the product can be directly and sensitively measured. The only current limitation with such methods is the time required for the separation of the phosphorylated product. It would be advantageous to obtain the enzyme's activity in as short a time as possible.We present here a method of paper chromatographic separation of phosphorylated product from nonionic substrate which requires only approximately two hours, uses a large petri dish, very little chromatographic grade paper, and almost no attention.     

On the control mechanism of bacterial growth by cyclic adenosine 3',5'-monophosphate

Inhibition of E. coli growth by cyclic adenosine monophosphate is observed in wild type strains cultured in glucose as carbon source, but not in a cyclic AMP receptor protein deficient mutant. A deletion mutant of the adenylate cyclase gene requires cyclic adenosine monophosphate for optimal growth. Using glucose as carbon source, 2 mM cyclic AMP promotes maximal rates of cell multiplication in this mutant; however higher concentrations of the nucleotide inhibit growth. Cell multiplication of wild type strains grown in glycerol is not affected by cyclic adenosine monophosphate. Nevertheless, in this carbon source the growth rate of the adenylate cyclase mutant is strongly inhibited by concentrations of this nucleotide beyond 0.1 mM. This suggests that growth inhibition by exogenous cyclic adenosine monophosphate is highly dependent on the intracellular levels of the nucleotide.     

Liposome/saline partition coefficients of low-molecular-weight solutes by gel chromatography

A chromatographic method for the determination of association constants of rapidly dissociable complexes is described and applied to quantification of liposome/saline partition coefficients using gel chromatography. The approach allows for estimation of the free solute concentration in the sample by simple manual processing of the intact right-hand part of the solute peak deformed due to gradual diffusion of the accumulated solute from the liposomes along the separation column. Validity of the procedure was confirmed by both reasonable agreement with equilibrium dialysis data and model-based deconvolution of the distorted peak into its two components corresponding to initially unbound compound and to that escaped from the liposomes during the separation process.     

Fine structure of cytoplasmic inclusions of some methylotrophic bacteria from plant surfaces

Five strains of pink-pigmented, facultatively methylotrophic bacteria (PPFM) isolated from plant surfaces and grown in different carbon sources, were fixed, embedded and sectioned for examination with the electron microscope. The strains studied represented the two mainsub-groups, those that can use carbohydrates and those that can not use carbohydrates as a sole carbon and energy source. All of the isolates examined, produced crystalloid inclusions, internal membranous vesicles and internal membranous sheets although the number of cells with inclusions, varied with the carbon source and specific strain. Polybetahydroxybutyrate and polyphosphate bodies were observed in all strains, with all carbon sources used for growing cells which includes methanol, formate and glycerol. Isolates that could use glucose accumulated polyglucoside granules but not when other carbon sources were provided. The relationship of these inclusions to growth conditions is discussed.     

A metabonomic investigation on the biochemical perturbation in liver failure patients caused by hepatitis B virus

A metabonomic study was performed to investigate the biochemical perturbation of the serum samples from liver failure patients induced by hepatitis B virus (HBV; n=24) and control normal subjects (n=23). The serum metabonome was detected using gas chromatography-mass spectrometry (GC-MS) technique integrated with a commercial mass spectral library for the peak identification. After peak deconvolution, identification, and matching, the acquired GC-MS data were normalized and processed by principal component analysis (PCA) and canonical discriminant analysis (CDA). Specific changes in the metabolic composition of serum samples from patients including amino acids (AAs) and glucose were shown in GC-MS total ion current (TIC) chromatograms. The distinctive biochemical difference between the healthy subjects and liver failure patients was displayed by the pattern recognition methods. We also found that the liver failure patients with different degree of severity categorized as MELD (model for end-stage of liver diseases) could be clearly classified by the corresponding metabonomic data. In comparison, the current routine clinical indices cannot characterize the global phenotyping of liver failure. The result demonstrated that the GC-MS technique is an alternative tool for the characterization of the metabolic perturbation and the metabonomic study promises to provide an integrative criterion to evaluate the severity and the prognosis of liver diseases.     

Establishing a versatile fermentation and purification procedure for human proteins expressed in the yeasts Saccharomyces cerevisiae and Pichia pastoris for structural genomics

We describe the introduction of the yeasts Saccharomyces cerevisiae and Pichia pastoris as eukaryotic hosts for the routine production of recombinant proteins for a structural genomics initiative. We have previously shown that human cDNAs can be efficiently expressed in both hosts using high throughput procedures. Expression clones derived from these screening procedures were grown in bioreactors and the over-expressed human proteins were purified, resulting in obtaining significant amounts suitable for structural analysis. We have also developed and optimized protocols enabling a high throughput, low cost fermentation and purification strategy for recombinant proteins for both S. cerevisiae and P. pastoris on a scale of 5 to 10 mg. Both batch and fed batch fermentation methods were applied to S. cerevisiae. The fed batch fermentations yielded a higher biomass production in all the strains as well as a higher productivity for some of the proteins. We carried out only fed batch fermentations on P. pastoris strains. Biomass was produced by cultivation on glycerol, followed by feeding methanol as carbon source to induce protein expression. The recombinant proteins were expressed as fusion proteins that include a N-terminal His-tag and a C-terminal Strep-tag. They were then purified by a two-step chromatographic procedure using metal-affinity chromatography and StrepTactin-affinity chromatography. This was followed by gel filtration for further purification and for buffer exchange. This three-step purification procedure is necessary to obtain highly purified proteins from yeast. The purified proteins have successfully been subjected to crystallization and biophysical analysis.     

Osmoregulation in Saccharomyces cerevisiae. Studies on the osmotic induction of glycerol production and glycerol-3-phosphate dehydrogenase (NAD+)

Production of glycerol and a key enzyme in glycerol production, glycerol 3-phosphate dehydrogenase (NAD+) (GPD), was studied in Saccharomyces cerevisiae cultured in basal media or media of high salinity, with glucose, raffinose or ethanol as the sole carbon source. At high salinity, glycerol production was stimulated with all carbon sources and glycerol was accumulated to high intracellular concentration in cells grown on glucose and raffinose. Cells grown on ethanol accumulated glycerol to a lower level but showed an increased content of trehalose at high salinity. However, the trehalose concentration corresponded only to about 20% of the glycerol level, and did not compensate for the shortfall in intracellular osmolyte content. Immunoblot analysis demonstrated an increased production of GPD at high salinity. This increase was osmotically mediated but was lower when glycerol was substituted for NaCl or sorbitol as the stress-solute. The enzyme also appeared to be subject to glucose repression; the specific activity of GPD was significantly lower in cells grown on glucose, than on raffinose or ethanol.     

Principal component score modeling for the rapid description of chromatographic separations

This paper describes the use of Principal Component Analysis (PCA) as a tool for modeling chromatographic separations. PCA is an analytical technique developed to extract key information out of large data sets and to develop relationships and correlations. The basis of the proposed model is the use of PCA to correlate experimental chromatographic data across different process variables or scales. The generated correlations are then used to provide for the simulation of additional chromatographic runs not included in the initial dataset. The approach is demonstrated by application to the cation exchange separation of a four protein component feed comprising ovalbumin, ovatransferrin, lysozyme, and myoglobin. A good fit between modeled and experimental data was found, and the ability of the method to model additional chromatographic separations not within the original dataset is demonstrated. The technique has the potential to accommodate changing system variables such as column dimensions as well as process variables including sample volume and salt gradient. It provides a potentially powerful tool for the rapid investigation of scale-up effects and for the minimization of the material inventories needed for such studies.     

Regulation of Glycerol Catabolism in Klebsiella aerogenes

The utilization of glycerol as a carbon source for growth by Klebsiella aerogenes, strain 2103, involves separate aerobic (sn-glycerol-3-phosphate or G3P) and anaerobic (dihydroxyacetone or DHA) pathways of catabolism. Enzyme and transport activities of the aerobic pathway are elevated in cells grown under oxygenated conditions on glycerol or G3P. Anaerobic growth on G3P as carbon source requires the presence of an exogenous hydrogen acceptor such as fumarate; cells thus grown also are highly induced in the G3P pathway. Anaerobic growth on glycerol requires no exogenous hydrogen acceptors; cells thus grown are highly induced in the DHA pathway but almost uninduced in the G3P pathway and the addition of fumarate electron acceptors has no effect on the relative levels of the two pathways. When both glycerol and G3P are provided anaerobically with fumarate, the DHA pathway is still preferentially induced, which probably accounts for the exclusive utilization of glycerol until its exhaustion. These observations suggest the presence of a regulatory control of G3P pathway imposed by the operation of the DHA pathway.     

A hierarchical screening approach to enantiomeric separation

The screening of a number of chiral stationary phases (CSPs) with different modifiers in supercritical fluid chromatography to find a chromatographic method for separation of enantiomers can be time‐consuming. Computational methods for data analysis were utilized to establish a hierarchical screening strategy, using a dataset of 110 drug‐like chiral compounds with diverse structures tested on 15 CSPs with two different modifiers. This dataset was analyzed using a combinatorial algorithm, principal component analysis (PCA), and a correlation matrix. The primary goal was to find a set of eight columns resolving a large number of compounds, but also having complementary enantioselective properties. In addition to the hereby defined hierarchical experimental strategy, quantitative structure enantioselective models (QSERs) were evaluated. The diverse chemical space and relatively limited size of the training set reduced the accuracy of the QSERs. However, including separation factors from other CSPs increased the accuracies of the QSERs substantially. Hence, such combined models can support the experimental strategy in prioritizing the CSPs of the second screening phase, when a compound is not separated by the primary set of columns.