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Applied and Environmental Microbiology, October 2004, p. 5905-5911, Vol. 70, No. 10
0099-2240/04/$08.00+0 DOI: 10.1128/AEM.70.10.5905-5911.2004
Copyright © 2004, American Society for Microbiology. All Rights Reserved.
Department of Microbiology, Swedish University of Agricultural Sciences (SLU), Uppsala, Sweden,1 Institute of Biotechnology, ETH Zürich, Zürich, Switzerland2
Received 11 March 2004/ Accepted 15 June 2004
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Respiration and fermentation in the model yeast Saccharomyces cerevisiae are regulated by sugar availability (9, 19). A glucose pulse rapidly induces alcoholic fermentation and the activities of alcohol dehydrogenase (ADH) and pyruvate decarboxylase (PDC). This induction is correlated with the accumulation of certain glycolytic metabolites (3) and an enhanced specific growth rate (40, 52). The sugar regulation in S. cerevisiae is an exception to most other known yeasts that respond to oxygen availability rather than to glucose concentration (51, 54). In the Crabtree-negative yeasts Kluyveromyces lactis and Pichia stipitis, the induction of PDC and ADH activity does not depend on the glycolytic flux but on the O2 tension (22, 36). Contrary to the general conviction that Crabtree-negative yeasts lack glucose induction of the alcoholic fermentation, this has been reported for K. lactis (22). P. anomala is a Crabtree-negative yeast but is able to grow anaerobically (18).
Individual enzyme activities or production rates can provide important metabolic insight. However, integrating such data on isolated components into knowledge about the whole metabolic network is rather complicated. Metabolic flux analysis based on 13C labeling experiments provides a tool to study central carbon metabolism as a network (46). The general principle is that uptake and secretion rates are interpreted within a stoichiometric model of metabolism, together with nuclear magnetic resonance or mass spectrometry (MS) data on the distribution of 13C label from a tracer experiment. The calculated fluxes are thus a best fit to physiological and 13C data. Several yeasts were successfully investigated by this method, including S. cerevisiae (20, 26), Saccharomyces kluyveri (32), and P. stipitis (13). Important findings derived from flux analysis include the discovery of quantitative differences between yeasts with respect to the activity of the pentose phosphate (PP) pathway, the importance of anaplerosis for the contribution of oxaloacetate to the tricarboxylic acid (TCA) cycle, the activity of the TCA cycle, and the presence of a mitochondrial malic enzyme.
No data are available on the regulation of the respiratory and fermentative enzymes in P. anomala, nor on the metabolic fluxes or product formation under controlled aerobic and oxygen-limited conditions. This information is necessary to understand and predict the growth and metabolic activity of P. anomala in different habitats like grain, silage, and various food environments. In addition, regulation of the central energy metabolism needs to be understood for determining and improving the role of P. anomala in biocontrol or wine making. Using flux analysis, quantitative physiology, and in vitro enzyme activities, we attempt to provide a baseline study for central carbon metabolism and its global regulation in the yeast P. anomala.
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Batch cultivation under controlled conditions.
All experiments were performed in a Belach fermentor with a 1-liter working volume at 25°C. The pH was automatically kept constant at 5.0 ± 0.1 by titration with 2 M KOH. The dissolved oxygen tension was measured with an autoclavable O2 sensor (D100 series OxyProbe; Bradley James Corporation).
In aerobic cultivations the oxygen saturation was kept at 50% ± 5% by regulating the stirring velocity between 100 and 900 rpm at an aeration rate of 1 liter of air min1. In the oxygen shift experiments, the culture was flushed with nitrogen (Air Liquid, Malmö, Sweden) until the dissolved oxygen tension reached 0%, which was achieved within 1 min. To avoid anaerobic conditions, the culture was aerated with 0.3 liters of air min1 at a stirring speed of 90 rpm. The dissolved oxygen tension was always 0% after the shift, indicating that the oxygen demand of the yeast cells was higher than the oxygen transfer rate from the gas phase to the medium, i.e., the cultures were oxygen limited (12).
Experimental setup.
In the oxygen shift experiments, cells were grown aerobically until the culture reached an OD600 of 2 to 3. One sample was taken from the aerobic culture (t0) before the oxygen tension was shifted from 50 to 0%. Then samples were taken at 0.5, 2, 4, 6, 8, and 12 h after the oxygen shift. In the glucose pulse experiment, cells were grown aerobically with succinate as the sole carbon source until the culture reached an OD600 of 2 to 3. Samples were taken before glucose addition (t0) and then 0.5, 2, 4, 6, and 8 h after glucose addition (20 g liter1).
Growth measurements.
Growth was estimated by measuring the OD600. The OD600 was correlated with the dry weight of cultures growing in aerobic and oxygen-limited conditions with controlled aeration. Dry weight was determined gravimetrically from triplicate 10-ml samples of culture supernatant as described earlier (36). One OD unit corresponded to 0.42 ± 0.03 mg of cells (dry weight) (cdw) ml1.
Enzyme measurements.
Enzyme assays were done on fresh cell extracts at 30°C with a Beckman DU 600 spectrophotometer at 340 nm (Beckman Instruments, Inc., Fullerton, Calif.). Samples were taken 0 to 8 h after glucose pulse and 0 to 12 h after shift to oxygen limitation (see Results). Samples of 50 to 100 ml of the supernatant were withdrawn, and protein was extracted according to the method of Ciriacy and Breitenbach (7). Protease inhibitors (Complete; Roche Diagnostics, Mannheim, Germany) were added to the crude extract buffer (1 tablet, 50 ml1). The protein concentrations were determined by comparison with standard solutions of bovine serum albumin by use of the Bio-Rad Laboratories protein assay based on the work of Bradford (5).
The activities of ADH (EC 1.1.1.1) (1), PDC (EC 4.1.1.1) (50), and the NAD+-dependent aldehyde dehydrogenase (ALD; EC 1.2.1.5) (4) were analyzed. One activity unit corresponds to the amount of enzyme catalyzing the conversion of 1 µmol of substrate min1, and specific activities are expressed as units milligram of protein1.
Determination of sugar and metabolite concentrations.
Glucose, succinate, and secreted metabolite concentrations were determined by high-pressure liquid chromatography analysis. Samples were prepared as previously described (17) and analyzed using an HC-75 column (305 by 7.8 mm; Hamilton, Reno, Nev.) and an RI detector (Agilent 1100 Series; Agilent Technologies, Waldbronn, Germany; 40°C). The column was eluted at 60°C with 5 mM sulfuric acid at a flow rate of 0.6 ml min1. The metabolites were identified and quantified by comparison of peak areas with standard curves obtained by analyzing authentic reference compounds.
Determination of ethyl acetate.
To allow for analysis of the volatile ester ethyl acetate, the gas outflow of the fermentor was led through two serial tubes containing 4 ml of decane each (99%; Sigma). Oda et al. (33) showed that the organic solvent decane could be used as a hydrophobic trap for volatile esters. Ethyl acetate was quantified with a Hewlett-Packard 6890 gas chromatography column, equipped with a flame ionization detector and a capillary column (HP19091S-833; 250 µm by 30 m). The oven temperature was programmed to 60°C for 3 min followed by a temperature rise of 20°C min1 to 250°C, where it was held for 2 min. Samples (1 µl) were injected in splitless mode with hydrogen as the carrier gas at 40 ml min1. The compound was identified and quantified by comparison of retention time and peak areas to external standards of known concentrations of ethyl acetate (Sigma).
13C labeling experiments.
The labeling experiments were carried out in batch cultures assuming pseudo-steady-state conditions during the exponential growth phase (14, 47). 13C labeling of proteinogenic amino acids was achieved by growth on 5 g of glucose liter1 (aerobic growth) or 10 g liter1 (oxygen-limited growth), supplied as a mixture of 80% (wt/wt) unlabeled and 20% (wt/wt) uniformly labeled [U-13C]glucose (13C, >99%; Martek Biosciences Corp., Columbia, Md.). The inocula were pregrown under aerobic or oxygen-limited conditions, respectively, and added to the fermentor vessel to an OD600 of 0.01 (less than 1% of final OD) to minimize the influence of unlabeled glucose from the inocula. Aliquots were harvested (three to four per cultivation) by centrifugation when the culture reached an OD600 of 0.8 to 2 and washed with distilled water. Cellular protein was hydrolyzed by incubating resuspended cells in 6 M HCl for 24 h at 105°C. Subsequently, the samples were dried at 85°C. The free amino acids were derivatized at 85°C for 1 h with 25 µl of dimethyl formamide and 25 µl of N-(tert-butyldimethylsilyl)-N-methyl-trifluoroacetamide (15, 56). Gas chromatography-MS analysis was carried out as reported recently (14).
Metabolic flux ratio analysis.
The gas chromatography-MS data include the mass isotopomer distributions of the following amino acids: alanine, aspartate, glutamate, glycine, histidine, isoleucine, leucine, lysine, methionine, phenylalanine, proline, serine, threonine, tyrosine, and valine. For each amino acid fragment
, one mass isotopomer distribution vector (MDV) was assigned,
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were corrected for naturally occurring isotopes as described previously (14), to obtain the exclusive mass isotopomer distributions of the carbon skeletons, which were used to calculate the amino acid (MDVAA) and metabolite (MDVM) mass distribution vectors. Metabolic flux ratios were calculated from the MDVM as described previously (2).
13C-constrained flux balancing.
Intracellular fluxes were calculated with a flux model that comprised all major pathways of yeast central carbon metabolism (see Fig. 4). The resulting stoichiometric model of 27 linear equations is underdetermined, thus having an infinite solution space. Hence, additional constraints were required to uniquely solve the mass balance equations and to estimate the in vivo fluxes. For this purpose, a set of linearly independent equations were obtained from METAFoR analysis to render the system solvable (see also Table 2).
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FIG. 4. Metabolite flux distributions in P. anomala. The numbers represent the percentages of carbon passing through each reaction mixture. The upper numbers in each set represent flux distribution for an aerobic culture, whereas the lower numbers are those of an oxygen-limited culture.
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TABLE 2. Metabolic flux ratios in P. anomala when grown aerobically and under oxygen limitation
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TABLE 1. Specific growth rate, production and consumption rates, and yieldsa in P. anomala when grown aerobically, exposed to a shift in oxygen tension or to a glucose pulseb
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FIG. 1. Semiquantitative analysis (see text) of ethyl acetate production in aerobic (t0) and oxygen-limited batch cultures. Values are means ± standard deviations (n = 3).
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FIG. 2. Growth of P. anomala in batch cultures grown under aerobic conditions ( ) and after a shift to oxygen limitation ( ), on glucose as the sole carbon source.
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To investigate if alcoholic fermentation in P. anomala can also be induced by glucose, a glucose pulse was applied to cultures grown on succinate. With succinate as a carbon source, P. anomala grew linearly. After the pulse, the cultures resumed exponential growth within 6 h (Table 1). The growth rate (0.21 h1) and the glucose consumption rate (2.65 mmol g of biomass1 h1) correspond to the values obtained from the aerobic batch cultures grown on glucose (Table 1). The glucose pulse did not induce ethanol formation within the time of analysis (8 h), but small amounts of glycerol, arabitol, and acetate were detected in the growth medium (data not shown). Arabitol was detected in low amounts under all growth conditions during late exponential and stationary phase, independent of glucose concentration or oxygen tension (data not shown).
There seems to be no strict glucose repression of the consumption of ethanol, acetate, or succinate, since these compounds were coconsumed with glucose when present in the culture (data not shown). The results show that P. anomala is a respiratory yeast that lacks a Crabtree effect, i.e., having no induction of alcoholic fermentation in response to a high glucose concentration.
Enzyme activities during batch cultivation of P. anomala.
To investigate whether the oxygen-dependent changes in the respiratory and fermentative metabolism are connected to enzyme regulation, we determined activities of the fermentative key enzymes, PDC and ADH, as well as ALD, an enzyme in the pyruvate bypass, under aerobic (t0) and oxygen-limited conditions (0.5 to 12 h after the shift) in glucose-grown cultures. The three enzymes had significant activities in the aerobic cultures (Fig. 3) with ADH having the highest activity (2 U mg of protein1) and ALD having the lowest (100-fold lower than that of ADH). When the culture conditions were shifted from aerobic to oxygen limited, PDC and ADH were activated threefold and reached maximum activity after 6 h (Fig. 3a and b). ALD was only slightly activated and reached its highest activity 12 h after the oxygen shift (Fig. 3c). The high enzyme activities of PDC and ADH in aerobic batch culture might indicate a glucose-dependent induction of these fermentative enzymes. To further investigate the role of glucose in the induction of the fermentative pathways, the same enzyme activities were measured in cultures before (t0) and after the addition of a glucose pulse (0.5 to 8 h after the pulse). We observed considerable activities for PDC, ADH, and ALD in cultures growing on succinate (Fig. 3). Both ADH and ALD activities were higher than in cells grown aerobically on glucose. After glucose addition, the ADH and ALD activities were down regulated (Fig. 3b and c). The activity of ADH reached the level of the aerobic glucose culture after 8 h (Fig. 3b). The activity of PDC was lower during growth on succinate than during growth on glucose and was not affected by the addition of glucose within the 8 h of analysis (Fig. 3a).
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FIG. 3. Specific enzymatic activities of PDC (a), ADH (b), and ALD (c) in crude extracts from cells grown on glucose under initially aerobic conditions (t0) after a shift to oxygen limitation () and from cells grown on succinate (t0) pulsed with glucose ( ). The curves show representative results from three independent cultivations.
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The intracellular flux distribution changed significantly in response to oxygen availability (Table 2; Fig. 4). Under aerobic conditions, about 30% of the glucose-6-phosphate (glucose-6-P) was directly oxidized and entered the PP pathway (Fig. 4), whereas only 10% of the glucose-6-P was metabolized via the glucose-6-P dehydrogenase under oxygen limitation. The flux response to the two aeration regimens was even more drastic at the pyruvate branching point. Under aerobic conditions, the pyruvate flux into the mitochondria was 59%, but under oxygen limitation the flux was only 7% and pyruvate was mainly decarboxylated by PDC. Reducing oxygen availability caused a switch in operation of the TCA cycle from a cyclic activity to a two-branched pathway that sustained only synthesis of the biomass precursors oxaloacetate and
-ketoglutarate. Akin to S. cerevisiae and P. stipitis (13), no flux was detected via the gluconeogenic PEP-carboxykinase that catalyzes the reaction from oxaloacetate to PEP. Finally, low in vivo activities of the mitochondrial malic enzyme were detected in the aerobic culture (Fig. 4). This contribution to the mitochondrial pyruvate pool was also reported for S. cerevisiae (20).
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Three major differences were observed in the flux distributions of cultures grown under different aeration regimens. The flux through the PP pathway was lower during oxygen-limited growth; more reduced metabolites, mainly glycerol and ethanol, were produced; and the TCA cycle operated as a cycle under aerobic growth but as a two-branched pathway under oxygen limitation. Our analysis shows that P. anomala is very similar to S. cerevisiae in the general flux distribution under respiratory and fermentative metabolism (13, 20). However, the signals that induce respiratory and fermentative metabolism are completely different. We obtained respiratory growth from aerobic batch cultures with a high glucose concentration, and fermentation could be induced only by shifting the cultures to oxygen limitation. In contrast, S. cerevisiae shows fermentative behavior when cultivated in aerobic batch cultivation (19). This confirms that oxygen availability is the main inducer of the fermentative metabolism in P. anomala. Among the respiratory yeasts, P. anomala is similar to K. lactis (22) with only minor fermentation despite the considerable activities of PDC and ADH, but different from P. stipitis (36).
The ADH and ALD activities were higher in cells grown on succinate than in those grown aerobically on glucose. This was unexpected, as no ethanol was formed during these cultivations and no ethanol was present as a carbon source. Possibly, the ethanol assimilation pathway is controlled by glucose repression but constitutively expressed when no glucose is present. It is also possible that it fulfills other, as yet unknown functions in the metabolism. Moreover, we also found considerable PDC activity during growth on succinate. We can presently only speculate about the function of the PDC under these conditions. Flikweert et al. (16) demonstrated that in S. cerevisiae the PDC is indispensable for growth on glucose. Possibly, in P. anomala this enzyme is also required for growth on gluconeogenetic carbon sources.
The regulation of ethyl acetate production by P. anomala has not previously been studied under controlled oxygenation. This compound essentially contributes to the aroma of wine (41). Ethyl acetate was produced during all aeration conditions, but the production rate increased considerably after a shift to oxygen limitation. This result differs from those of Rojas et al. (45), who demonstrated a stronger ethyl acetate production from a P. anomala wine strain under higher aeration. However, these experiments were done with shake-flask cultures where oxygen limitation, despite rotation, is likely to occur (6). We recently demonstrated that oxygen limitation rapidly occurred in P. anomala shake-flask cultures even at low cell densities (17); thus, the high values from the wine yeast might be due to a beginning oxygen limitation. In yeasts, ethyl acetate is produced from ethanol and acetyl coenzyme A (CoA) by the action of an alcohol acetyltransferase (EC 2.3.1.84) or from ethanol and acetate by the reversed action of an esterase (EC 3.1.1.1) (27, 30, 39, 43, 58). The contribution of these two enzymes to the production of ethyl acetate differs among several species (27, 57). Proposed reasons for the ethyl acetate production are that the ester synthesis is (i) a detoxification mechanism to remove the toxic compounds acetate and ethanol from the cells or (ii) a recirculation pathway for free CoA (CoA-SH), which is liberated in the condensation reaction between acetyl-CoA and ethanol (29). The molar amount of ethyl acetate is only 1% of the ethanol produced, and thus the removal is not significant. However, the removal of acetate may be important under oxygen limitation, if the cell is more sensitive to intracellular organic acids under these conditions. However, the second hypothesis is more likely since the ester production is induced during oxygen limitation when the lipid synthesis and the resulting release of CoA-SH are reduced. Moreover, the yeast grows in many different environments and shows considerable antimicrobial activity (35). We recently found an antifungal activity of ethyl acetate during airtight storage of cereal grain (18a). Thus, the volatile compound might contribute to the competitiveness of P. anomala in closed environments, i.e., with limited gas exchange with the surroundings.
This metabolic and physiological study demonstrates that P. anomala is a respiratory yeast. Oxygen is the main regulator of the central energy metabolism; glucose does not repress respiration and does not even completely repress the utilization of alternative carbon sources. These findings also show that regulating oxygen availability may be the main factor in manipulating the activity of P. anomala in its numerous habitats, including biocontrol and wine making or as a spoilage yeast in beverages or yoghurt.
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