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Applied and Environmental Microbiology, September 2008, p. 5349-5358, Vol. 74, No. 17
0099-2240/08/$08.00+0 doi:10.1128/AEM.00324-08
Copyright © 2008, American Society for Microbiology. All Rights Reserved.
,
Tiina L. Tolonen,2
Satu J. Lehesranta,1,
Sirpa O. Kärenlampi,1
Elina Mäkimattila,3
Vesa Joutsjoki,3
Vesa Virtanen,2 and
Atte von Wright1
Applied Biotechnology, Department of Biosciences, University of Kuopio, FIN-70211 Kuopio, Finland,1 Laboratory of Biotechnology, University of Oulu, FIN-88600 Sotkamo, Finland,2 Biotechnology and Food Research, MTT Agrifood Research Finland, FIN-31600 Jokioinen, Finland3
Received 7 February 2008/ Accepted 12 June 2008
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Lactobacillus plantarum is a facultative heterofermentative LAB encountered in a large number of environmental niches, from dairy and meat products to a variety of vegetable and plant fermentations (8). It is also one of the Lactobacillus species present in the human intestinal tract (1). Due to its high acid tolerance, L. plantarum has been used as the starter culture of food and feedstuffs (16, 24), but it has also been used as a probiotic (6, 12) and as a delivery vehicle for therapeutic compounds (14, 18) due to its ability to survive and persist in the gastrointestinal tract. Therefore, studies of the adaptation of L. plantarum to different environmental niches are of great interest due to the extensive use of this bacterium in food and feed fermentations.
The two strains of L. plantarum used in this study (REB1 and MLBPL1 strains) are used in starter cultures for sauerkraut, cucumber juice, and liquid pig feed fermentations (16, 20). In our previous study of the growth phase-dependent proteomes of L. plantarum strains REB1 and MLBPL1 grown in MRS broth, the growth phase-dependent preferential expression of the different metabolic pathways was elucidated (9). A similar study has also been performed with L. plantarum WCFS1 grown in MRS broth (4). Summing up the general findings of these two studies, the bacteria created a pool of acetyl phosphate and nucleotides during the lag phase and activated a stress response; during the early exponential phase, the bacteria showed preferential expression of proteins for the simultaneous use of different carbohydrates; during the late exponential and early stationary phases, the bacteria showed preferential expression for enzymes involved in the biosynthesis of proteins and cell division pathways and for membrane proteins; and during the late stationary phase, preferential expression was shown for numerous stress proteins (4, 9). The indicated simultaneous use of different carbohydrates in the early exponential phase was very interesting because these results contradict the standard view of carbohydrate metabolism in LAB, according to which, glucose represses the proteins associated with the metabolism of other sugars (8, 22).
Previous proteomic studies of L. plantarum have been performed using MRS broth, the standard rich medium used for laboratory cultivations. However, MRS broth cannot be considered a representative medium from which conclusions can be made about gene expression under actual conditions of applications of L. plantarum to food and feed fermentations. In this study, the protein expression patterns of L. plantarum strains REB1 and MLBPL1 were investigated with media (cucumber juice and liquid pig feed) that are relevant to the practical fermentation processes in which these strains are actually used as starters, and the proteomes were compared to those seen after growth in MRS medium. The aim was to find out the application-specific proteomic patterns and whether strains with different backgrounds displayed any specific adaptation to the respective fermentation media.
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FIG. 1. Growth curves (log CFU ml–1) of L. plantarum strains REB1 and MLBPL1 in MRS broth, cucumber juice, and liquid feed.
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Extraction of soluble proteins.
Extraction of soluble proteins was performed as described by Koistinen et al. (9). Briefly, the frozen bacterial pellets were washed and lysed with lysozyme at 37°C for 45 min. Subsequently, DNase treatment was performed, and after the lysate was centrifuged, the supernatants were collected, and the proteins were precipitated in ice-cold acetone with trichloroacetic acid. After the protein pellets were washed with ice-cold acetone, they were dried and stored at –70°C.
Two-dimensional electrophoresis.
One two-dimensional electrophoresis (2-DE) gel was run for each biological replicate. The 2-DE was performed as described by Koistinen et al. (9). Briefly, the proteins were resuspended and solubilized, and the protein concentrations were calculated using a protein assay dye reagent (Bio-Rad, Hercules, CA). For isoelectric focusing, 24-cm immobilized pH gradient (IPG) strips with a linear pH range of 4 to 7 (Amersham Biosciences, Uppsala, Sweden) were used. The focusing was done in an Ettan IPGPhor system (Amersham Biosciences), and the strips were subsequently stored at –70°C. The sodium dodecyl sulfate-polyacrylamide gel was run overnight with 19- by 23-cm homogeneous 12% gels in a Hoefer DALT system (Amersham Biosciences). The gels were stained with SYPRO Ruby (Bio-Rad), and gel images were acquired with an FLA-3000 fluorescent image analyzer (Fuji Photo Film Co. Ltd., Tokyo, Japan).
Gel image analysis and statistical analysis.
Image analyses were performed with PDQuest software (Bio-Rad). Spot intensities were normalized to the total intensity of valid spots (which, by default, expresses normalized values as parts per million) to minimize errors caused by differences among the amounts of proteins and staining intensities. In the case of strain REB1, the majority of spots with normalized quantity values of
7.1389 had a quality score of 0, as given by PDQuest, and spots were considered background noise, while spots with normalized quantity values of >7.1389 tended to have quality scores of >0. For data derived from the MLBPL1 strain, spots with normalized quantity values of
3.4053 were set to 0. Differences among spot intensities from the different growth media were analyzed statistically with the nonparametric Kruskal-Wallis test and principal component analysis (PCA), using SPSS software (SPSS, Chicago, IL). The criteria for differential expression were as follows: protein expression levels in different media were first compared using the Kruskal-Wallis test. When there was an indication of a statistically significant (P < 0.01) difference, the expression patterns were checked visually to observe in which medium the spot intensity differed from the others. Furthermore, PCA was used to assess whether the samples of bacteria grown in different media would separate from each other, based on their protein expression patterns, and to identify groups of proteins responsible for the differences observed between media. Spots with at least five non-0 values were included in PCA. For PCA, the quantity values were transformed to square roots to normalize the data. Moreover, one-way analysis of variance and Tukey's honestly significant difference post hoc test were used to analyze the differences between the bacterial growth in each medium, using SPSS software.
Mass spectrometry identification of proteins.
SYPRO Ruby-stained 2-DE gels were restained with silver, using a mass spectrometry-compatible method (19), with the modification that the gels were washed first in 40% ethanol and 5% acetic acid and then washed twice in water for 30 min. Matches with confidence intervals of 95% were selected, and each match was verified manually to increase the reliability of the identification. Tryptic digestion of the protein spots excised from the gels and sample preparation was performed according to the method described by Koistinen et al. (10).
The tryptic peptides were analyzed with one of two different liquid chromatography-tandem mass spectrometry systems, as described by Lehesranta et al. (11). The peptides were identified against the L. plantarum genome (8) or the complete proteome in UniProtKB or the NCBI nonredundant protein database or the known proteins from lactobacilli. Matches between tandem mass spectrometry spectra and sequences in the databases were verified manually.
Sugar, organic acids, and ethanol analyses.
Sugars and organic acids (three replicates) were determined with a high-performance liquid chromatography (1100 series machine; Agilent Technologies, Santa Clara, CA) system equipped with a diode array detector and a refractive index detector. For the analysis of disaccharides, thawed samples were centrifuged (13,000 x g; 10 min; 20°C), filtered through a 0.45-µm syringe filter (Palm Gelman Laboratory, New York, NY), and analyzed with a Zorbax carbohydrate column (250-mm by 4.6-mm inside diameter [ID]; 5 µm; Agilent Technologies), and eluted with 1.4 ml min–1 of 80% acetonitrile. We analyzed monosaccharides and organic acids by mixing aliquots of 500 µl of thawed samples with 20 µl of 7% sulfuric acid and then diluting the samples twofold with distilled water. The mixtures were subsequently centrifuged (13,000 x g; 10 min; 20°C), filtered through a 0.45-µm syringe filter (Palm Gelman Laboratory), and analyzed with a Rezex RHM-monosaccharide H+ column (8%) (300-mm by 7.8-mm ID; 8 µm; Phenomenex Inc., Torrance, CA), eluted with 0.4 ml min–1 of 0.5 mM sulfuric acid. Standard solutions of glucose, fructose, galactose, lactose, sucrose, lactic acid, malic acid, and acetic acid were used as external standards for quantification.
Gas chromatography (HP6890GC model; Agilent Technologies) coupled to a mass-selective detector (HP5973 machine; Agilent Technologies) was used to determine the amount of ethanol in the culture samples. Separation of ethanol from the other compounds was achieved with an HP-FFAP column (25-mm by 0.20-mm ID; 0.30 µm; Agilent Technologies) and helium as the carrier gas. Samples (1 µl) were injected using the split mode (200:1) at 250°C, and compounds were separated using the following temperature gradient program: 60°C for 2 min, 15°C/min to 200°C, and postrun at 220°C for 2 min. Quantification was accomplished using the selected ion-monitoring mode, with ethanol as the external standard.
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FIG. 2. Bacterial growth (log CFU ml–1) after 8 h of incubation. MRS, MRS broth; Cu, cucumber juice; Feed, liquid pig feed. Groups with different letters differ significantly: a, P < 0.01; b, P < 0.05.
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TABLE 1. Identified proteins with the most statistically significant differences in their expression in L. plantarum REB1a
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TABLE 2. Identified proteins with the most statistically significant differences in their expression in L. plantarum MLBPL1a
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FIG. 3. Principal component (PC) scores for the L. plantarum strains REB1 (a) and MLBPL1 (b) grown in MRS broth ( ), cucumber juice (), and liquid pig feed ( ). Values in parentheses indicate the percentages of total variation accounted for by each principal component.
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FIG. 4. Carbohydrate pathways used by L. plantarum strains REB1 and MLBPL1. Expression of the identified enzymes that catalyze the different steps is indicated by white (MRS), gray (cucumber), and black (feed) bars. The strain and statistical significance of each protein pattern is indicated by R (REB1) or M (MLBPL1) and by black (P < 0.01) or gray (P > 0.01). Abbreviations: Ack1, acetate kinase; Als, acetolactate synthase; EnoA1, enolase 1; Fba, fructose bisphosphate aldolase; FruK, 1-phosphofructokinase; GalU, UTP-glucose-1-phosphate uridylyltransferase; GapB, glyceraldehyde-3-phosphate dehydrogenase; Glk, glucokinase; Gnd2, phosphogluconate dehydrogenase; Gpd, Glucose-6-phosphate 1-dehydrogenase; LdhD, D-lactate dehydrogenase; LdhL1, L-lactate dehydrogenase; Lox, lactate oxidase; LoxD, lactate oxidase (oxidoreductase); Mae, malic enzyme; Map, maltose phosphorylase; MleS, malolactic enzyme; MtlD, mannitol-1-phosphate 5-dehydrogenase; Pfk, 6-phosphofructokinase; Pgi, glucose-6-phosphate isomerase; Pgk, phosphoglycerate kinase; Pgm, phosphoglucomutase; Pmg9, phosphoglyceromutase 2; Pmi, mannose-6-phosphate isomerase; Pox2, pyruvate oxidase; Prs1, ribose-phosphate pyrophosphokinase; Pts9AB, mannose PTS, EIIAB; PtsI, phosphoenolpyruvate-protein phosphatase; Pyk, pyruvate kinase; RbsK2, ribokinase; Rpe, ribulose-phosphate 3-epimerase; RpiA, ribose 5-phosphate isomerase A; Sack, fructokinase; TpiA, triosephosphate isomerase; Xpk1, phosphoketolase.
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FIG. 5. Expression profiles of some identified proteins. The quantities of the spots in each growth phase are shown as the means of spot quantity ± standard errors of the means. Abbreviations: (a) PurA, adenylosuccinate synthase; PurH, bifunctional purine biosynthesis protein purH; PyrD, dihydroorotate oxidase; Apt, adenine phosphoribosyltransferase; (b) AtpA, H+-transporting two-sector ATPase, alpha subunit; AtpG, H+-transporting two-sector ATPase, gamma subunit; (c) AspB, aspartate aminotransferase; MetC1, cystathionine beta-lyase.
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Glycolytic enzymes and those involved in pyruvate metabolism generally showed the lowest expression in liquid feed. However, the phosphotransferases (PTS) protein identified, as well as the enzymes for the first steps of the degradation of hexoses (glucokinase, glucose-6-phosphate isomerase, phosphoglucomutase, and 1-phosphofructokinase), were highly expressed in liquid feed. The highest expression of the key enzyme for the oxidative branch of the phosphoketolase pathway (phosphogluconate dehydrogenase) was also detected in this medium (Fig. 4). The proteins for nucleotide metabolism showed the lowest expression in this medium compared to that in MRS broth and cucumber juice (Fig. 5a). The expression of enzymes for amino acid metabolism such as aspartate aminotransferase and cystathionine beta-lyase (Fig. 5c) and some proteins involved in DNA metabolism, transcription, and translation was found at low levels in liquid feed.
The expression patterns of the proteins identified from both L. plantarum strains were very similar. Generally, the REB1 strain showed more proteins with medium-dependent expression (i.e., more strongly up- and downregulated) than the MLBPL1 strain, which had a similar protein expression pattern but with smaller differences (not significantly different) in expression. Within the same strain, there were also protein isoforms identified at different spots that showed differences in their expression profiles, e.g., isoforms of fructose bisphosphate aldolase showed differential expression in cucumber juice, as well as isoforms of carbamoyl-phosphate synthase (pyrimidine-specific small chain) in MRS broth, and those of glutamyl-tRNA amidotransferase (subunit A) in liquid feed (Fig. 6).
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FIG. 6. Expression profiles of some identified proteins for which two isoforms of the same protein showed different expression patterns. The quantities of the spots in each growth phase are shown as the means of spot quantity ± standard errors of the means. Abbreviations: (a) Fba, fructose bisphosphate aldolase; (b) PyrAA, carbamoyl-phosphate synthase, pyrimidine-specific small chain; (c) GatA, glutamyl-tRNA amidotransferase, subunit A.
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TABLE 3. Effects of the growth of L. plantarum REB1 on the concentrations of sugars, organic acids, and ethanol in MRS broth, cucumber juice, and liquid feed
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TABLE 4. Effects of the growth of L. plantarum MLBPL1 on the concentrations of sugars, organic acids, and ethanol in MRS broth, cucumber juice, and liquid feed
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The total consumption of hexoses in liquid feed was approximately 30 mM for both strains, showing consumption that was higher than that in cucumber juice. The production of lactic acid was also higher in liquid feed than in cucumber juice (76 and 87 mM by REB1 and MLBPL1 strains, respectively). The highest concentrations of acetic acid were detected in this medium (8 mM by REB1 and 9 mM by MLBPL1). Liquid feed also contained approximately 8.5 mM of malic acid, which was totally consumed in both strains. No ethanol production was observed (Tables 3 and 4). The fermentation of hexoses in liquid feed was, thus, both homo- and heterolactic.
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Sugar metabolism.
The main quality of LAB is the efficient fermentation of different carbohydrates and related compounds linked to the synthesis of ATP by substrate level phosphorylation. The ATP produced is subsequently used for biosynthetic purposes (2). L. plantarum is a facultative heterofermentative bacterium, indicating that hexoses are fermented via glycolysis and pentoses via the phosphoketolase pathway, leading to homo- or heterolactic fermentation, respectively (2). However, under stress conditions, the fermentation of hexoses via the phosphoketolase pathway by L. plantarum has been reported (15). In the study reported herein, two strains of L. plantarum were grown in three considerably different media of variable sugar composition. MRS broth contained mainly glucose, cucumber juice contained glucose and fructose, and liquid feed had a more complex carbohydrate composition, in which lactose was the predominant sugar (Tables 3 and 4). In all three media, the fermentation of sugars was primarily homolactic. However, some heterolactic activity was detected in liquid feed, indicated by the production of acetic acid after fermentation.
The expression of proteins for the sugar metabolism was generally rather variable. The highest expression of glycolytic proteins occurred in MRS broth and the lowest in liquid feed. Interestingly, the phosphotransferase systems identified showed the highest expression in MRS broth and liquid feed, as did the enzymes for the first steps of degradation of hexoses (Fig. 4). These expression levels correlate with the total hexose consumption, which was the lowest in cucumber juice (roughly 10%, compared with 50% in MRS broth and 33% in liquid feed) (Tables 3 and 4). Despite the low sugar consumption, the growth of both L. plantarum strains was significantly higher (P < 0.01 or P < 0.05) in cucumber juice than in MRS broth and liquid feed (Fig. 2). This discrepancy between sugar consumption and growth could be explained by the decarboxylation of malate. It is known that the cofermentation of malic acid with another carbohydrate such as glucose increases biomass yield and lactic acid production more than fermentation of glucose alone (2, 13). Thus, the consumption of malic acid in cucumber juice (and to a minor degree in liquid feed) gave the bacteria a growth benefit over that of the bacteria grown solely on carbohydrates. This is supported by the expression of the malolactic enzyme, which showed the highest expression in cucumber juice, followed by expression in liquid feed (Fig. 4).
The highest expression of 6-phosphogluconate dehydrogenase, the key enzyme from the oxidative branch of the phosphoketolase pathway, occurred in liquid feed, followed by that in cucumber juice. These results suggest that both of the L. plantarum strains examined here can oxidize hexoses via the phosphoketolase pathway, as reported previously for L. plantarum (15) and as concluded in our previous study of the growth phase-dependent proteome of these two strains (9). Moreover, degradation of hexoses via the phosphoketolase pathway appeared to be medium dependent, suggesting that the combination of different sugars in a medium may influence the pathway used for the degradation of hexoses. Expression of the enzyme ribokinase was highest in MRS broth and cucumber juice, whereas expression levels of the phosphoketolase enzyme were very similar in all three media. These results suggest that the riboses generated in the phosphoketolase pathway in MRS broth and cucumber juice were most likely used for nucleotide synthesis rather than for energy production. This is supported by the fact that the proteins for nucleotide synthesis (purines and pyrimidines) also showed preferential expression in MRS broth and cucumber juice (see Table SM5 in the supplemental material).
In all three media, the major monosaccharide was glucose, and it was still in excess at the time point at which bacteria were harvested. In liquid feed, the preferred sugars appeared to be sucrose and lactose, the breakdown of which contributed to the net increase of glucose and fructose during fermentation. No accumulation of galactose was seen, indicating that this breakdown product of lactose was also consumed rapidly. Moreover, there was some indication of heterolactic fermentation in liquid feed, which is contrary to the expectation that glucose is the preferred substrate as long as it is available (2, 5), and the consumption of malic acid had a significant effect on carbohydrate utilization. Thus, sugar metabolism seemed to have a different, or more complicated, regulatory system than that known for other LAB, at least in the strains of L. plantarum examined in this study.
Biosynthetic metabolism.
The expression of proteins involved in purine and pyrimidine metabolism reflected the accessibility of these compounds in the media. The proteins from the de novo synthesis of nucleotides in cucumber juice and MRS broth showed higher expression than in liquid feed (Fig. 5a). It seems that barley, the major ingredient in liquid feed, provided enough nucleotides, so no synthesis was necessary. There was also the indication that the bacteria used riboses (formed in the phosphoketolase pathway) to obtain the pentose ring for the nucleotide synthesis in MRS broth and cucumber juice, as stated above (Fig. 4). However, when there is no need for nucleotide synthesis, as in liquid feed, pentoses follow the heterofermentative pathway, leading to the formation of acetate.
Expression of the enzymes for amino acid metabolism was relatively varied (see Fig. SM5 in the supplemental material). However, expression was generally lower in liquid feed than in the other media. These results reflect the possibility that liquid feed also contains large amounts of amino acids and utilizable peptides. The expression levels of proteins for DNA metabolism were very similar in all three media, as was the expression level of enzymes for protein synthesis.
These results indicate that the L. plantarum strains REB1 and MLBPL1 have very similar biosynthetic behavior in all three media, beside the requirements for essential components such as nucleotides and amino acids. This suggests that environmental variability does not affect the biosynthetic pathways.
Stress response.
The genes involved in the general stress response are highly conserved among LAB. These genes expressed proteins involved in the maturation of newly synthesized proteins, in the refolding denatured proteins, and in DNA repair (24). However, there are different stress conditions that activate these responses, such as acid and basic stress, oxidative stress, heat and cold stress, osmotic stress, and starvation (3, 9, 15, 24). In our previous study using MRS broth, stress response proteins were prominent in the lag phase, suggesting that the bacteria were adapting to the new fresh batch, whereas in exponential and early stationary phases, the stress response showed a lower and more constant expression level (9). In this study, the identified stress proteins were present but did not show significant differences between the media.
Conclusions.
To improve the flavor, texture, or microbiological quality of fermented foods and feeds, it is important to know the metabolism of the responsible microorganisms. This study provides this type of information by addressing the protein expression of two starter strains with different histories under experimental conditions that mimic their actual applications (with fermented vegetables and liquid feed).
The results demonstrated the ability of L. plantarum to adapt to different environmental conditions as shown by its capacity to change its metabolic pathways according to the medium used. The carbohydrate fermentation appeared to be very flexible, allowing the bacterium the simultaneous use of different fermentable sugars. This is a very important feature of this species because it makes it very suitable as a potential starter culture for any kind of fermented food and feed products. The performances of the two strains studied here were very similar; REB1, however, showed more proteins that were strongly up-/downregulated than those of MLBPL1. This capacity to switch a specific protein expression is apparently an important characteristic of this bacterium.
The two strains used in this study demonstrate that despite the basic similarity between the overall metabolic profiles of REB1 and MSBPL1, there were also differences, probably reflecting their previous history of use. Further understanding of the specific adaptations will allow selection of starter strains for specific purposes, including strains originating from sources other than food or feed (i.e., intestinal strains).
We thank Jim McNicol (Biomathematics and Statistics Scotland, Dundee, Scotland, United Kingdom) for advice on multivariate analysis. T.L.T. thanks Mari Mannila and staff of the Laboratory of Biotechnology at the University of Oulu for help with the chemical analysis.
Published ahead of print on 20 June 2008. ![]()
Supplemental material for this article may be found at http://aem.asm.org/. ![]()
Present address: School of Biological Sciences, Royal Holloway, University of London, Egham, Surrey TW20 0EX, United Kingdom. ![]()
Present address: Department of Biological and Environmental Sciences, University of Helsinki, FI-00014 Helsinki, Finland. ![]()
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