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Applied and Environmental Microbiology, February 2006, p. 1173-1179, Vol. 72, No. 2
0099-2240/06/$08.00+0 doi:10.1128/AEM.72.2.1173-1179.2006
Copyright © 2006, American Society for Microbiology. All Rights Reserved.
Department of Dairy and Food Science, The Royal Veterinary and Agricultural University, Rolighedsvej 30, D-1958 Frederiksberg C, Denmark,1 Danish Institute for Food and Veterinary Research, Bulowsvej 27, 1790 Copenhagen, Denmark2
Received 22 July 2005/ Accepted 16 November 2005
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In this work, we investigated protein and gene expression in Lactococcus lactis subsp. lactis CNRZ 157 in the lag phase in comparison to the exponential and stationary growth phases to achieve a better understanding of the effect of the intracellular changes in the lag phase on subsequent fermentation. Proteins identified in this research as highly induced in the lag phase may find an application in dairy fermentations as biological markers for prediction of culture performance.
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Bacterial strains, media, and growth conditions.
The strain of Lactococcus lactis subsp. lactis CNRZ 157 was obtained from the CNRZ collection of the Institut National de la Recherche Agronomique, Jouy-en-Josas, France. As distinct from the fully sequenced parental strain of L. lactis IL 1403, strain L. lactis CNRZ 157 contains nine plasmids, one of them encoding lactose-degrading enzymes. Two different growth media were used throughout the experiments: the chemically defined synthetic amino acid medium (SA) supplemented with 1.0% (wt/vol) glucose (15) and reconstituted skim milk (RSM; 10% [wt/vol]) skim milk powder in demineralized water). Growth of the culture in RMS was stimulated by addition of 0.05% Casamino Acids. CFU were determined after duplicate spreading of 0.1 ml of serial dilutions of the culture onto LM17 agar plates (M17 agar containing 0.5% [wt/vol] lactose), followed by overnight incubation at 30°C. Optical density was measured at 600 nm (OD600) with a spectrophotometer (Shimadzu UV-1201). Stock cultures were prepared by inoculation of 100 ml of either SA or RSM with a single colony grown on LM17 agar plates. After incubation overnight at 30°C, the cultures were split into 1-ml aliquots and kept at 80°C until use. Aliquots from SA were supplemented with 15% (vol/vol) glycerol solution, while the aliquots from RSM were stored without addition of cryoprotectants. L. lactis NCRZ 157 was transferred from the frozen stocks to 100 ml SA or RSM to a final concentration of 5.5 x 107 CFU/ml and incubated at 30°C. Cell growth was followed by measurements of OD and CFU.
[35S]methionine labeling of proteins and protein extraction.
Labeling of proteins in the cells grown in SA was carried out with lag, exponential, and stationary growth phases as follows. Cells were harvested from the frozen stocks by centrifugation (10,000 x g for 3 min at 4°C), transferred into SA medium with reduced L-methionine content (0.1 mg/ml) to a starting OD600 of 0.20 ± 0.02, and incubated at 30°C. Samples, containing a number of cells equivalent to that of a 1-ml sample at an OD600 of 1.0, were removed just after inoculation (lag-phase cells), after 3 h of incubation (exponentially growing cells), and after 8 h of cultivation (stationary-phase cells). The samples were subsequently incubated separately for 40 min with 100-µCi/ml L-[35S]methionine (>1,000 Ci/mmol; AG1594; Amersham Biosciences, Sweden). The labeling experiments with RSM were performed essentially as above, with the exception that they were limited to lag-phase and exponential-phase proteins because of difficulties in harvesting the cells in the stationary phase where milk coagulated due to low pH. Protein synthesis was halted by the addition of chloramphenicol solution to a final concentration of 100 µg/ml. Cells were harvested by centrifugation (10,000 x g for 3 min at 4°C). The pellet was washed first in 500 µl of phosphate-buffered saline (100 mM; pH 7.0) and then washed twice in 500 µl of Tris-HCl buffer (32 mM; pH 7.5). Washing buffers were supplemented with chloramphenicol (100 µg/ml). The pellet was recovered after each washing by centrifugation (8,000 x g for 3 min at 4°C). The washed pellet was resuspended in 100 µl of protease inhibitor cocktail solution (one Mini tablet[Roche Diagnostics Corp.] dissolved in 5 ml Tris-EDTA buffer). Acid-washed glass beads (100 µm) were added into the cell slurry, and the cells were disrupted with FastPrep FP120 (Bio101 Savant Instruments, Inc., Holbrook, NY) at a setting of 6.5 for 45 s. Nucleic acids were degraded by incubation of the cell suspension in the presence of DNaseI (20 U/ml; Amersham Biosciences, Sweden) and RNase I (40 U/ml; Amersham Biosciences, Sweden) at 37°C for 30 min. The proteins were then solubilized by the addition of denaturing agents and detergents, including urea (9.5 M), dithiothreitol (100 mM), 4% (wt/vol) 3-[(3-cholamidopropyl)-dimethyl-ammonio]-1-propanesulfonate (CHAPS; Amersham Biosciences, Sweden), and 2% (vol/vol) Pharmalyte, pH 3 to 10 (Amersham Biosciences, Sweden). The cell suspension was incubated at 30°C for 2 h, followed by centrifugation (8,000 x g for 10 min at room temperature). The supernatant-containing protein extract was removed and stored at 80°C.
Protein separation by 2D-PAGE.
Protein extracts were resolved by two-dimensional polyacrylamide gel electrophoresis (2D-PAGE) according to the manufacturer's instructions with the use of the reagents and equipment provided by the manufacturer (Amersham Biosciences, Sweden). Briefly, Immobiline DryStrips, ranging from pH 4 to 7 were applied for isoelectric focusing (the first dimension). Proteins were then separated by size with ExcelGel XL SDS 12-14 (second dimension). Protein concentration was determined with the PlusOne 2-D Quant Kit, and the minimum amount of protein loaded per gel was 25 µg. Proteins were visualized by silver staining (PlusOne Silver staining kit), and afterwards the gels were stored for 2 weeks in phosphor screens (Molecular Dynamics). The resulting autoradiograms of the gels were scanned using a phosphorimager (STORM 840). Protein spots in the autoradiograms were quantified in the ImageMaster-2D software (version 3.1; Amersham Biosciences, Sweden) by the measurements of the spot volumes with the use of non-spot mode of background subtraction. Data sets obtained in four independent cultivations were analyzed for each growth medium. Each data set included the autoradiograms of the proteome obtained from cells in lag, exponential, and stationary phases from the same growth experiment. The individual spot volumes were normalized to the total volume of the matched spots. Induction folds were estimated by averaging the ratios of normalized spot volumes in the lag phase to those in exponential and stationary phases.
Protein identification.
Protein extracts from the lag-phase cells grown in SA were separated by 2D-PAGE and visualized by Coomassie R-350 staining (Amersham Biosciences, Sweden). Protein identification was performed as a contract work by Alphalyse A/S (Odense, Denmark). In brief, proteins were subjected to matrix-assisted laser desorption ionization-time of flight mass spectrometry peptide mass fingerprinting and identified by matches across the peptide sequences in the National Center for Biotechnology Information database (34).
Isolation of RNA.
RNA was isolated from L. lactis NCRZ 157 grown in SA with the use of the RNeasy Mini kit (QIAGEN, Inc.; Merck Eurolab A/S). The medium was inoculated with frozen stocks to an OD600 value of 0.20 ± 0.02 and incubated at 30°C. Samples of the culture in the amount, corresponding to an OD600 value of 1.0, were collected in the lag phase after 40 min, in the exponential phase after 3.5 h (OD600 = 0.65 ± 0.02), and in the stationary phase after 8.5 h (OD600 = 1.10 ± 0.05). Cells were harvested by centrifugation (10,000 x g for 3 min at 4°C) and frozen immediately in liquid nitrogen. The cells were mixed with acid-washed glass beads at 50 µg per sample (1-mm diameter; Struers Kebolab, Denmark) and lysis buffer (450 µl RLT buffer supplied with the RNeasy Mini kit, added to 10 µl ß-mercaptoethanol) and then homogenized in FastPrep FP120 (Bio101 Savant Instruments, Inc., Holbrook, NY) at a setting of 6.5 for 45 s. The supernatant was removed and mixed with 250 µl of 96% ethanol. Afterwards, the procedure was continued according to the RNeasy Mini protocol (QIAGEN, Inc.; Merck Eurolab A/S). According to this protocol, we routinely isolated 150 to 250 µg of total RNA with an A260/A280 ratio of 1.8 to 2.2 as measured with a UV-VIS spectrophotometer (Shimadzu, Inc., Japan). The integrity of RNA was controlled by gel electrophoresis of the RNA preparation (5 µg per lane) on a 0.8% (wt/vol) agarose gel. RNA was stored at 80°C until use.
Preparation of target-labeled cDNA.
cDNA was synthesized from the total RNA using priming by random hexamers (Amersham Biosciences, Sweden) essentially as recommended in the protocol for Escherichia coli by Khodursky et al. (16). Each cDNA sample was obtained from 20 µg of the total RNA. The procedure included primer annealing, cDNA synthesis with incorporation of amino-allyl dUTP (aa-dUTP-cDNA), RNA hydrolysis, and purification of aa-dUTP-cDNA. Coupling reaction of monofunctional dyes Cy3 and Cy5 to aa-dUTP-cDNA was carried out according to the instructions with the CyDye Post-Labeling Reaction kit (Amersham Biosciences, Sweden). Preparations of labeled cDNA were combined and purified with the CyScribe GFX Purification kit (Amersham Biosciences, Sweden). To avoid false positives and to eliminate the effect of the dye, each sample of target DNA was separately labeled with the fluorescence dye Cy3 or Cy5 and afterwards hybridized to the different microarrays.
Production of microarrays.
Oligonucleotide DNA probes of 50 bp each with 5' amino linker modification were designed and synthesized by MWG-BIOTECH (Ebersberg, Germany). The probes were complementary to 40 selected genes of L. lactis subsp. lactis, encoding the proteins identified by 2D-PAGE, stress-related proteins, metabolic enzymes, and proteins implicated in transcription and energy conversion. The Pan Epoxy slides for microarrays were provided by the same manufacturer. Oligomers at a concentration of 50 µM were spotted on theslides by VersArray ChipWriter Pro (Bio-Rad Laboratories, Ltd., Ontario, Canada) in triplicate. Postprocessing of the arrays was performed according to the MWG Array Application guide. Shortly, printed arrays were kept overnight at 42°C and 50% humidity, washed with 0.2% (wt/vol) sodium dodecyl sulfate (SDS) solution at room temperature, and afterwards incubated for 20 min at 50°C in distilled water. Arrays were dried and stored in a desiccator until use. Just before use, the arrays were blocked by incubation in a 2% (wt/vol) water solution of bovine serum albumin at 42°C for 45 min.
Hybridization conditions.
Target cDNA was mixed with 3x SSC (1x SSC is 0.15 M NaCl plus 0.015 M sodium citrate) buffer, 0.3% (wt/vol) SDS, 0.5-µg/µl yeast tRNA (Invitrogen A/S), and distilled water to a total volume of 30 µl. The mixture was heated at 90°C for 2 min, cooled down on ice for a few seconds, and loaded on the array under a LifterSlip coverslip (no. 221X25-2-4635; Erie Scientific Company, Portsmouth, NH) for overnight hybridization at 60°C. The slides were washed at room temperature in the solutions of buffer 1 (2x SSC-0.1% [wt/vol] SDS), buffer 2 (1x SSC-0.1% [wt/vol] SDS), and buffer 3 (0.5x SSC) for 5 min in each buffer. The slides were then dried by centrifugation (5,000 x g for 3 min at room temperature) and scanned immediately.
Microarrays image processing and data analysis.
The microarrays were scanned on ArrayWoRx white-light charge-coupled device-based scanner (Applied Precision, Issaquah, WA) with a 60-s exposure time in both the Cy3 and the Cy5 channels. Dye swapping did not reveal significant differences in dye incorporation. The mean signal intensity of each oligomer was estimated by averaging the counts in triplicates with the use of ArrayWoRx software. Spots without oligomers were used as negative controls. Quantification of gene expression was performed by normalizing the mean intensities of the individual spots to the total intensity of the array in each channel (Cy3 and Cy5) and comparing the ratios of normalized signals in the lag phase to those in the exponential and stationary phases. Each gene was assigned an induction value, calculated by averaging the ratios obtained in labeling experiments of four independent biological replicates.
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FIG. 1. Growth of L. lactis subsp. lactis CNRZ 157 in synthetic medium by CFU ( ) and OD600 ( ) and in reconstituted skim milk by CFU ( ).
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FIG. 2. Autoradiograms of [35S]methionine-labeled protein extract obtained from the lag-phase cells of L. lactis subsp. lactis CNRZ 157 grown in SA medium (A) and RSM (B) and separated by 2D-PAGE. Proteins identified by matrix-assisted laser desorption ionization-time of flight mass spectrometry are indicated. Images were digitally contrast enhanced.
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View this table: [in a new window] |
TABLE 1. Changes in expression of the lag-phase proteins and genes in L. lactis subsp. lactis CNRZ 157 grown in synthetic medium and reconstituted skim milk as determined by 2D-PAGE and by microarraysa
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Changes in gene expression of the identified lag-phase proteins were studied by microarrays and are presented in Table 1. Induction (fold) of other genes included in microarrays and not identified in 2D gels can be found in Table SA1 in the supplemental material. Up-regulation in the lag phase at the level of transcription was determined for PurA and DnaK, confirming the proteomics results. Additionally, genes purH and gapA were up-regulated in the lag phase; however, this result was not shown by 2D-PAGE.
Protein and gene expression in the lag phase compared to the stationary phase.
Expression changes of the proteins and the corresponding genes identified in the lag phase in relation to the stationary phase in L. lactis grown in SA are shown in Table 2. The microarrays results obtained for the genes not included in Table 1 are presented in Table SA1 in the supplemental material. The number of analyzed protein spots in the 2D gels varied between 90 and 115. At least a twofold differential expression in the lag phase in respect to the stationary phase was demonstrated for 18 identified proteins (Table 2). Further, expression changes of nine of these proteins were confirmed by microarray results.
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View this table: [in a new window] |
TABLE 2. Changes in expression of the lag-phase proteins and genes in L. lactis subsp. lactis CNRZ 157 grown in synthetic medium as determined by 2D-PAGE and by microarraysa
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Another major subset of proteins up-regulated in the lag phase by >5-fold consisted of elongation factors G (FusA) and Tu (Tuf) and two proteins involved in translation, Fmt and 30S ribosomal protein (RpsB). Among these proteins, induction at the level of transcription was demonstrated for FusA.
The enzymes of carbohydrate metabolic pathways, Pgk and Pyk, were up-regulated in the lag phase by >7-fold (Table 2). Induction of the corresponding genes (pgk and pyk) was not shown by the gene expression studies. The enzymes involved in amino acid metabolism, GlyA and tripeptidase (PepT), were induced by about fivefold in the lag phase. Additionally, up-regulation of glyA was determined by microarrays. The other differentially induced lag-phase proteins were GpdA and CcpA, each induced by 7-fold; cell division protein (FtsZ), induced by >4-fold, and pyruvate dehydrogenase PDH E1 alpha subunit (PdhA), induced by >3-fold. Proteins GpdA, CcpA, and FtsZ were also up-regulated in the lag phase at the level of transcription by >2-fold. Down-regulation in the lag phase in relation to the stationary phase was established for a heat shock protein (DnaK) by both 2D-PAGE and microarrays.
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Although RSM is a natural habitat for L. lactis, its application had a number of experimental drawbacks, such as the difficulty of separating cells from milk coagulum, resulting in a large amount of milk proteins isolated together with protein extracts from the cells, which affected the 2D-PAGE separation of bacterial proteins. The 2D-PAGE results indicate that SA medium presents a good alternative to RSM without the experimental difficulties and providing 2D patterns of protein expression similar to those obtained for RSM.
Differences between protein expression patterns between the lag and stationary phase were most apparent. Thus, among the proteins identified in the lag phase, 18 were >2-fold differentially expressed in relation to the stationary phase, while 12 proteins were differentially expressed in respect to the exponential phase. A comparison between the lag phase and the exponential phase reflects the intracellular changes between the stage of adaptation at the start of cultivation and the optimal conditions of exponential growth. Comparison between the lag phase and the stationary phase is relevant for industrial fermentation, because inoculated cells will often derive from a stationary-phase starter culture.
The enzymes of nucleotide de novo pathways, including PurA, and PyrB, were induced by >3-fold in the lag phase in respect to both exponential and stationary phases. Up-regulation of PurA, GuaB, and PyrB in relation to the stationary phase and PurA in relation to the exponential phase was confirmed by microarrays. Induction of the enzymes of purine and pyrimidine biosynthesis early in cultivation was most probably associated with the increased requirements for nucleotides during growth of the culture. Similarly, the higher expression in the lag phase of the proteins involved in the nucleotide metabolic pathways was recently demonstrated with S. cerevisiae (3) and B. licheniformis (14). Induction of GlyA in the lag phase compared to the stationary phase was in accordance with prior findings showing the correlation between the expression of GlyA and purine metabolic enzymes (1, 39).
Another group of proteins up-regulated in the lag phase was implicated in translation. Ribosomal protein RpsB and Fmt, which catalyzes the reaction of formylation of initiator methionyl-tRNA, were up-regulated in respect to the exponential and stationary phases. Fmt was previously reported to be important for the initiation of protein synthesis (11, 27). Induction of elongation factors FusA and Tuf was observed in relation to the stationary phase. Higher levels of FusA and Tuf at the conditions of growth initiation and their down-regulation at low pH are in accordance with previous findings (20, 33, 37, 41).
The stress-related protein DnaK was down-regulated in the lag phase in respect to the stationary phase and up-regulated in respect to the exponential phase, probably reflecting the adaptation of the culture to the decrease in pH and changes in nutrient composition (9, 13, 17, 30, 32).
Induction of the glycolytic enzymes Pyk and Pgk in the lag phase compared to the stationary phase and down-regulation in respect to the exponential phase were demonstrated by the proteomic approach, although not confirmed by gene expression studies. Additionally, GapA was found to be highly up-regulated in the lag phase compared to the exponential phase at the level of transcription; however, this was not proved by 2D-PAGE results. Theoretically, higher expression levels of the catabolic enzymes, such as Pyk, Pgk, and GapA, during initiation of growth and log phase could be expected, taking into account the positive effect of these enzymes on glucose consumption and biomass increase (5, 18). These speculations are supported by up-regulation of CcpA, determined in the lag phase in relation to the stationary phase at the levels of both transcription and translation. CcpA is a regulatory protein, which activates transcription of the las operon, encoding a number of glycolytic enzymes, including pyruvate kinase (19, 42). The lag-phase up-regulation of Pyk, Pgk, and GapA established in this research is in accordance with the recently presented expression studies of batch fermentations of L. lactis MG1363 in response to acid stress (8). Reduced expression of citE, encoding citrate lyase, in the lag phase in respect to the stationary phase was probably provoked by lactate accumulation at the end of cultivation. Induction of the cit operon is proposed to facilitate lactate outflux, enhancing cell resistance to the inhibitory effect of lactate accumulation (21, 22). Higher levels of the als gene, encoding acetolactate synthase, in the stationary phase in relation to the lag phase were possibly caused by accumulation of pyruvate and lowering of pH (24, 35, 38). Up-regulation of the als gene at lower pH values, although not determined by 2D-PAGE, is consistent with the recent transcriptomics research with B. licheniformis (14).
Among the proteins implicated in cell division, FtsZ was induced in the lag phase in respect to the stationary phase, while MurC was up-regulated compared to the exponential phase. Induction of these proteins early in cultivation might facilitate initiation of growth and cell division. Higher levels of FtsZ and MurC at the beginning of the exponential phase were documented previously for several bacteria species (28, 40).
In summary, 28 proteins, highly expressed in the lag phase of cultivation, were identified. Most of the proteins were involved in biosynthetic reactions and the process of translation. As shown by 2D-PAGE, 12 of the identified proteins were >2-fold differentially expressed in the lag phase in relation to the exponential phase. Among them, PurA and DnaK showed the same expression pattern at the level of transcription. Differential expression in relation to the stationary phase was determined for 18 lag-phase proteins. Furthermore, correlation of protein and gene expression results was demonstrated for PurA, GuaB, PyrB, FusA, FtsZ, GpdA, CcpA, GlyA, and DnaK. Differential expression of a number of identified proteins was not verified by gene expression results, demonstrating that other factors, besides levels of mRNA, had an influence on protein synthesis. Earlier studies (2, 8) have reported the absence of correlation between expression patterns of the early induced proteins and the corresponding genes in other microorganisms.
This work is a part of the FØTEK2 program, supported by the Danish Dairy Research Foundation (Danish Dairy Board).
Supplemental material for this article may be found at http://aem.asm.org/. ![]()
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-acetolactate synthase in strains deficient in lactate dehydrogenase as a function of culture conditions. Appl. Environ. Microbiol. 61:3967-3971.[Abstract]
-acetolactate synthase of Lactococcus lactis subsp. lactis bv. diacetylactis. J. Bacteriol. 174:4838-4841.
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