Abstract
Background
The Bacillus subtilis genome-reduced strain MGB874 exhibits enhanced production of exogenous extracellular enzymes under batch fermentation conditions. We predicted that deletion of the gene for RocG, a bi-functional protein that acts as a glutamate dehydrogenase and an indirect repressor of glutamate synthesis, would improve glutamate metabolism, leading to further increased enzyme production. However, deletion of rocG dramatically decreased production of the alkaline cellulase Egl-237 in strain MGB874 (strain 874∆rocG).
Results
Transcriptome analysis and cultivation profiles suggest that this phenomenon is attributable to impaired secretion of alkaline cellulase Egl-237 and nitrogen starvation, caused by decreased external pH and ammonium depletion, respectively. With NH3-pH auxostat fermentation, production of alkaline cellulase Egl-237 in strain 874∆rocG was increased, exceeding that in the wild-type-background strain 168∆rocG. Notably, in strain 874∆rocG, high enzyme productivity was observed throughout cultivation, possibly due to enhancement of metabolic flux from 2-oxoglutarate to glutamate and generation of metabolic energy through activation of the tricarboxylic acid (TCA) cycle. The level of alkaline cellulase Egl-237 obtained corresponded to about 5.5 g l-1, the highest level reported so far.
Conclusions
We found the highest levels of production of alkaline cellulase Egl-237 with the reduced-genome strain 874∆rocG and using the NH3-pH auxostat. Deletion of the glutamate dehydrogenase gene rocG enhanced enzyme production via a prolonged auxostat fermentation, possibly due to improved glutamate synthesis and enhanced generation of metabolism energy.
Keywords: Bacillus subtilis, Protein secretion, Genome reduction, Glutamate metabolism
Background
Bacillus subtilis is attractive for industrial use for a variety of reasons, including its rapid growth rate, ability to secrete proteins into the medium, and its ‘generally regarded as safe’ (GRAS) status [1,2]. B. subtilis is also one of the best-characterized model microorganisms, as a result of extensive biochemical, genetic, and molecular biological studies [3,4]. B. subtilis has been used for the industrial production of enzymes for detergents, foods, and beverages. In industrial-scale production of enzymes, improvement of production levels is a major topic of interest.
We previously reduced the size of the B. subtilis genome by deleting unnecessary regions in order to construct a simplified microbial cell ‘factory’ for recombinant enzyme production. To do this, we constructed a multiple-deletion mutant strain, MGB874, via the sequential deletion of 865 genes (874 kb; 20.7%) from B. subtilis strain 168 [5,6]. As compared to strain 168, strain MGB874 shows enhanced production of the exogenous secreted alkaline cellulase Egl-237 [7] and alkaline protease M-protease [8] from plasmid-encoded genes in modified 2xL-Mal medium, a model medium for industrial protein production.
We have also shown that deletion of the rocR gene is an important contributor to the high level of enzyme production that we observe in genome-reduced strain MGB874 [9]. The RocR protein is a positive regulator of genes related to the arginine degradation pathway, including RocG, a major glutamate dehydrogenase [10-13]. RocG has another role as a regulatory protein that inhibits GltC, a transcription activator protein of the gltAB operon, which encodes glutamate synthase [14]. Thus, in strain MGB874, deletion of rocR not only inhibits glutamate degradation pathway but also activates the glutamate synthesis pathway (Figure 1). We proposed that this change of glutamate metabolism in strain MGB874 increases the flux from 2-oxoglutarate to glutamate, which might lead to increased syntheses of the other amino acids via transamination, finally resulting in enhanced enzyme production [9].
Additionally, we found that RocG also serves as an important factor influencing enzyme production by helping to prevent acidification of the growth medium. Decreased expression of rocG reduces the level of deamination of glutamate, a major cellular ammonia-releasing reaction [15], and leads to a decrease in the external pH during strain MGB874 cultivation [16]. We found that the decreased external pH impaired production of the alkaline α-amylase AmyK38, accompanied by the induction of expression of htrA and htrB, which encode serine-type surface proteases and are known to be CssRS dependent [16]. In B. subtilis, the CssRS two-component system responds to the accumulation of misfolded proteins at the membrane-cell wall interface [17]. Alkaline α-amylase AmyK38 is thought to fold ineffectively at acidic external pH, leading to secretion stress. Therefore, at least in terms of the production of the alkaline α-amylase AmyK38, RocG appears to have a positive role in preventing acidification of the growth medium.
The aim of the present study was to enhance enzyme production in genome-reduced strain MGB874 through further optimization of glutamate metabolism. Belitsky et al. reported that rocG is still expressed at a low level due to read-through transcription of the upstream gene yweA, even in the absence of the RocR activator sequence [18]. Thus, deletion of rocG might release repression of gltAB in strain MGB874 completely, further enhancing enzyme production. However, we previously observed that deletion of rocG in strain MGB874 (strain 874ΔrocG) led to a dramatic decrease in production of the alkaline cellulase Egl-237, even in spite of an observed increase in cell yield [9]. At that time, it remained unclear if this phenomenon is caused by acidification of the growth medium, as in the case of alkaline α-amylase production. Here, we investigated the mechanisms underlying decreased enzyme production in strain 874ΔrocG and attempted to boost production of alkaline cellulase Egl-237 by overcoming the rate-limiting factors we identified.
Results and discussion
Growth characteristics of strains MGB874 and 874ΔrocG producing alkaline cellulase Egl-237
In our recent study, we found that deletion of the rocG gene in the genome-reduced strain MGB874 dramatically decreased the level of production of the alkaline cellulase Egl-237, despite an increase in cell yield [9]. Previous studies showed that mutations in rocG result in the rapid accumulation of suppressor mutations in gudB, a second, cryptic glutamate dehydrogenase gene harboring an insertion of three amino acids with respect to the common ancestral GluDH sequence [11,19,20]. However, sequence analysis of gudB alleles in strains MGB874 and 874ΔrocG revealed that the insertion mutation of the three amino acids has been retained in these strains.
To obtain insight into the mechanism responsible for decreased enzyme production in strain 874ΔrocG, we conducted time course analyses of production of alkaline cellulase Egl-237 in strains MGB874 and 874ΔrocG under batch fermentation conditions achieved using a 30-liter jar fermentor. As shown in Figure 2A and 2B, after the transition phase, production of alkaline cellulase Egl-237 in strain 874ΔrocG dramatically decreased as compared with strain MGB874, although the cell yield in strain 874ΔrocG was higher. Additionally, in the culture medium at the transition phase, we observed a decrease in pH and ammonium depletion for strain 874ΔrocG as compared to strain MGB874 during cultivation (Figure 2C and 2D).
Comparison of transcriptome profiles of strains MGB874 and 874ΔrocG
We then compared transcriptome profiles of MGB874 and 874ΔrocG cells at transition phase (at 18 h, indicated by arrow in Figure 2) using a custom Affymetrix tilling chips. The top-ranked 20 up-regulated genes and bottom-ranked 20 down-regulated genes in 874ΔrocG cells were listed in Tables 1 and 2, respectively. Firstly, we found that expression of htrA was markedly induced in 874ΔrocG cells (Table 1). Our previous study revealed that the decrease in external pH impaired secretion of alkaline α-amylase AmyK38 in strain MGB874, and induced htrA and htrB expression [16]. Indeed, expression of htrB was also induced in 874ΔrocG cells (4.62 fold) as compared to strain MGB874 cells in our transcriptome analysis. Additionally, time course analysis using qRT-PCR confirm that htrB expression is up-regulated in 874ΔrocG cells during early stationary phase (from 18 to 24 h, Figure 3). These results suggest that acidification of the growth medium might impair secretion of alkaline cellulase Egl-237 in 874ΔrocG cells.
Table 1.
Genea |
Producta |
Functiona |
Average signalb |
Ratioc |
Transcriptional factord |
|
---|---|---|---|---|---|---|
MGB874 | 874ΔrocG | |||||
nrgA |
ammonium transporter |
ammonium uptake |
208 |
3926 |
18.91 |
TnrA(+) |
yvrI |
co-sigma factor with YvrHa |
RNA polymerase sigma factor |
92 |
1266 |
13.78 |
YvrH(+) |
ykzB |
unknown |
unknown |
92 |
1078 |
11.72 |
TnrA(+) |
nasC |
nitrate reductase (catalytic subunit) |
utilization of nitrate |
128 |
1463 |
11.46 |
GlnR(−), TnrA(+) |
ansZ |
asparaginase |
asparagine utilization |
202 |
1976 |
9.78 |
TnrA(+) |
tnrA |
transcription activator/ repressor |
regulation of nitrogen assimilation |
103 |
981 |
9.56 |
TnrA(+) |
nasA |
nitrate transporter |
nitrate uptake |
227 |
1975 |
8.7 |
GlnR(−), TnrA(+) |
yvmB |
unknown |
unknown |
119 |
977 |
8.23 |
|
yjgD |
unknown |
survival of ethanol stress |
158 |
1185 |
7.51 |
|
nasB |
nitrate reductase (electron transfer subunit) |
utilization of nitrate |
180 |
1346 |
7.49 |
GlnR(−), TnrA(+) |
htrA |
serine protease Do |
protein quality control |
719 |
4742 |
6.6 |
CssR(+), HtrA(−) |
ygxB |
unknown |
unknown |
184 |
1156 |
6.29 |
|
yqzH |
unknown |
unknown |
248 |
1463 |
5.9 |
LexA(−) |
spoVFB |
dipicolinate synthase (subunit B) |
dipicolic acid production |
82 |
475 |
5.8 |
|
nrgB |
nitrogen-regulated PII-like protein |
regulation of ammonium uptake |
821 |
4727 |
5.76 |
TnrA(+) |
ntdA |
sugar aminotransferase |
synthesis of antibiotic neotrehalosadiamine |
133 |
707 |
5.33 |
YhjM(+) |
bmrU |
multidrug resistance protein |
multidrug resistance |
180 |
949 |
5.28 |
|
yrbD |
sodium/proton-dependent alanine transporter |
uptake of alanine |
327 |
1721 |
5.27 |
|
yitT |
unknown |
unknown |
247 |
1301 |
5.26 |
|
yuzA | unknown | unknown | 146 | 758 | 5.2 |
aThe SubtiWiki was used as a reference for the genes, products and functions [21].
bThe average signal intensities of probes in each coding sequence.
cThe ratio of each of the genes was obtained by dividing the average signal intensity in each coding sequence of 874ΔrocG cells by that for MGB874 cells.
dThe Database of Transcriptional Regulation in Bacillus subtilis (DBTBS) was used as a reference [22]. Transcriptional activators or repressors are indicated by a (+) or (−), respectively. TnrA is shown in bold type.
Table 2.
Genea |
Producta |
Functiona |
Average signalb |
Ratioc |
Transcriptional factord |
|
---|---|---|---|---|---|---|
MGB874 | 874ΔrocG | |||||
yuiA |
unknown |
unknown |
4307 |
533 |
0.12 |
|
yycC |
unknown |
unknown |
1915 |
273 |
0.14 |
TnrA(−) |
yycB |
unknown |
unknown |
1883 |
287 |
0.15 |
TnrA(−) |
dhbC |
isochorismate synthase |
biosynthesis of the siderophore bacillibactin |
2560 |
529 |
0.21 |
Fur(−) |
pel |
pectate lyase C |
degradation of polygalacturonic acid |
3736 |
808 |
0.22 |
ComA(+), TnrA(−) |
ilvB |
acetolactate synthase (large subunit) |
biosynthesis of branched-chain amino acids |
2106 |
459 |
0.22 |
CcpA(+), CodY(−), TnrA(−), TrnS-Leu2(+) |
leuB |
3-isopropylmalate dehydrogenase |
biosynthesis of leucine |
2072 |
467 |
0.23 |
CcpA(+), CodY(−), TnrA(−), TrnS-Leu2(+) |
dhbF |
unknown |
biosynthesis of the siderophore bacillibactin |
2081 |
474 |
0.23 |
Fur(−) |
serA |
phosphoglycerate dehydrogenase |
biosynthesis of serine |
2575 |
603 |
0.23 |
|
leuA |
2-isopropylmalate synthase |
biosynthesis of leucine |
1680 |
396 |
0.24 |
CcpA(+), CodY(−), TnrA(−), TrnS-Leu2(+) |
dhbB |
isochorismatase |
biosynthesis of the siderophore bacillibactin |
1897 |
447 |
0.24 |
Fur(−) |
leuC |
3-isopropylmalate dehydratase (large subunit) |
biosynthesis of leucine |
2166 |
516 |
0.24 |
CcpA(+), CodY(−), TnrA(−), TrnS-Leu2(+) |
ilvC |
ketol-acid reductoisomerase (2,3-dihydroxy-3-methylbutanoate, 2-acetolactate) |
biosynthesis of branched-chain amino acids |
2981 |
713 |
0.24 |
CcpA(+), CodY(−), TnrA(−), TrnS-Leu2(+) |
yocS |
putative sodium-dependent transporter |
unknown |
1028 |
248 |
0.24 |
|
yodF |
unknown |
unknown |
737 |
182 |
0.25 |
TnrA(−) |
ydzA |
unknown |
unknown |
1035 |
266 |
0.26 |
|
yxxG |
unknown |
unknown |
435 |
119 |
0.27 |
DegU(−), YvrH(+) |
dhbE |
2,3-dihydroxybenzoate-AMP ligase (enterobactin synthetase component E |
biosynthesis of the siderophore bacillibactin |
1539 |
439 |
0.29 |
Fur(−) |
leuD |
3-isopropylmalate dehydratase (small subunit) |
biosynthesis of leucine |
1137 |
327 |
0.29 |
CcpA(+), CodY(−), TnrA(−), TrnS-Leu2(+) |
yuiB | unknown | unknown | 3785 | 1150 | 0.3 |
aThe SubtiWiki was used as a reference for the genes, products and functions [21].
bThe average signal intensities of probes in each coding sequence.
cThe ratio of each of the genes was obtained by dividing the average signal intensity in each coding sequence of 874ΔrocG cells by that for MGB874 cells.
dThe Database of Transcriptional Regulation in Bacillus subtilis (DBTBS) was used as a reference [22]. Transcriptional activators or repressors are indicated by a (+) or (−), respectively. TnrA is shown in bold type.
Importantly, we found that many of the genes that are activated or repressed in 874ΔrocG cells are controlled by the transcriptional factor TnrA. Indeed, 10 of the bottom-ranked 20 genes and 8 of the top-ranked 20 genes were members of the TnrA regulon (Tables 1 and 2). TnrA is a major transcription factor in B. subtilis that controls gene expression under nitrogen-limited growth [23-25]. Time course analysis revealed that nrgA, an ammonia transporter gene regulated by TnrA, is transiently up-regulated in 874ΔrocG cells just before cells enter the stationary phase (at 18 h, Figure 3), which corresponds to the point that ammonium depletion occurs in the culture medium during culture of strain 874ΔrocG (Figure 2D). These results clearly indicate that nitrogen starvation is induced in 874ΔrocG cells likely due to ammonium depletion in the culture medium.
Expression of glutamate synthase (GltAB) is also known to be negatively regulated by TnrA [26], in addition to its regulation by GltC. Indeed, expression of gltA in 874ΔrocG cells significantly decreased after depletion of ammonium to levels lower than that in MGB874 cells, although gltA levels in 874ΔrocG cells were much higher than levels in MGB874 cells before entering stationary phase (at 18 h, Figure 3). These results indicate that although activation of the glutamate synthetic pathway is induced via deletion of rocG during the early growth phase as expected, it is subsequently suppressed by depletion of ammonium in the culture medium.
Cultivation using the NH3-pH auxostat approach improves enzyme production in strain 874ΔrocG
To exclude the influence of decreased pH and depletion of ammonia in the growth medium associated with culture of strain 874ΔrocG, we next performed pH-stat fermentation using NaOH or aqueous NH3 and a 2-L jar fermentor (Figure 4). The pH of the growth media was adjusted to 7.2, which corresponds to the highest pH observed in the growth medium of strain MGB874 in the absence of pH control (Figure 4A). Additionally, to prevent the carbon source from becoming a limiting factor, the initial concentration of maltose in the growth media was increased from 7.5% to 12.5%, which is sufficient in these fermentation conditions (data not shown).
When fermentation was performed without pH control, the growth characteristics were similar to the results shown in Figure 2. On the other hand, when pH-stat fermentation using NaOH was performed, the production of alkaline cellulase Egl-237 in strain 874ΔrocG was improved to nearly the same level as that observed for strain MGB874 (Figure 4B). In both these cases, the concentrations of ammonia were significantly decreased as compared to those reached during cultivation without pH control. To examine if the decrease in ammonia affects production of alkaline cellulase Egl-237, we performed pH-stat fermentation using aqueous NH3, using a so-called NH3-pH auxostat [27] (Figure 4C). The enzyme production period in strain 874ΔrocG was prolonged with use of the NH3-pH auxostat, whereas the production profile of alkaline cellulase Egl-237 in MGB874 cells was similar in both cultivation conditions. With the NH3-pH auxostat, the production of alkaline cellulase Egl-237 in strain 874ΔrocG was 1.67-fold higher than that in strain MGB874 at the end of the cultivation period (Figure 4C). Production of alkaline cellulase Egl-237 in strain 874ΔrocG corresponded to about 5.5 g l-1, the highest level reported so far [6].
Notably, the level of residual ammonia in the growth medium from strain 874ΔrocG was lower than that from strain MGB874, although the total amount of ammonia introduced into the growth medium for strain 874ΔrocG was considerably larger than that for strain MGB874 (Figure 4C). These data suggest that the ratio of assimilated ammonia in 874ΔrocG cells was higher than that in MGB874 cells and furthermore, that assimilation activity is maintained through late stages of cultivation.
It should be noted that the rocG deletion in wild-type strain 168 (168ΔrocG) also enhanced production of alkaline cellulase Egl-237 with the NH3-pH auxostat (Additional file 1: figure S1). In this experiment, we also confirmed that the insertion mutation of the three amino acids was retained in strain 168ΔrocG. Notably, the production level from strain 168ΔrocG (2.8 g l-1) was about half of that of strain 874ΔrocG, indicating the importance of the genetic background of the reduced-genome strain for higher levels of alkaline cellulase Egl-237 production.
Changes in gene expression underlying improvement in enzyme production with pH-stat fermentation
To investigate the changes in gene expression underlying the improvement of enzyme production in 874ΔrocG cells under pH-stat fermentation, RNA was extracted from cells at 24 h of cultivation (Figure 4; arrows), and expression levels of selected genes were measured by qRT-PCR (Figure 5). Although transcriptional levels for selected genes were not significantly changed in MGB874 cells under any fermentation conditions, remarkable changes in expression of these genes were observed in 874ΔrocG.
Firstly, expression of htrB was reduced to the same level in strain MGB874 under fermentation conditions with pH-control not only with aqueous NH3 but also with NaOH, clearly indicating that the CssRS-dependent secretion stress response is induced by overproduction of alkaline cellulase Egl-237 in 874ΔrocG cells under the low external pH condition (Figure 5). Notably, production of alkaline cellulase Egl-237 did not induce the secretion stress response in MGB874 cells (Figures 3 and 5) but overproduction of alkaline α-amylase AmyK38 induced this response to a high degree in MGB874 cells [16]. Because the decrease of external pH was more severe in 874ΔrocG cultivation (without pH control) compared to that in MGB874 cultivation (Figure 4A), the threshold value of external pH leading to secretion stress responses for overproduction of alkaline cellulase Egl-237 would be lower than for the overproduction of AmyK38.
We also found that expression of nrgA, known to be activated under nitrogen-limited growth, was down-regulated in 874ΔrocG cells using the NH3-pH auxostat, suggesting avoidance of nitrogen starvation (Figure 5). Furthermore, the expression level of gltA, encoding a subunit of glutamate synthase, was 9-fold higher in 874ΔrocG cells than in MGB874 when using the NH3-pH auxostat (Figure 5). As ammonia can be assimilated via the glutamine synthetase-glutamate synthase (GS-GOGAT) pathway in B. subtilis (Figure 1), activation of the glutamate synthetic pathway might indirectly contribute to the enhancement of ammonia assimilation ability in 874ΔrocG cells (Figure 4C and 5). With the NH3-pH auxostat, the continuous conversion of ammonia to glutamate in 874ΔrocG cells might lead to increased flux in the synthesis of other amino acids via transamination, resulting in enhanced production of alkaline cellulase Egl-237.
As mentioned, enzyme productivity lasted through the end of the cultivation period in strain 874ΔrocG with use of the NH3-pH auxostat but this was not observed for strain MGB874 under the same conditions (Figure 4C). Activation of the glutamate synthetic pathway in 874ΔrocG cells could account for this difference. Furthermore, we found that expression of the gene encoding aconitase (citB) was up-regulated in 874ΔrocG cells but not MGB874 cells under NH3-pH auxostat (Figure 5). Expression of citB has been reported to be indirectly repressed by 2-oxoglutarate, which competitively represses the reaction of citrate synthase (CitZ), leading to repression of citB by the transcriptional regulator CcpC in the absence of the effector citrate [28,29]. Therefore, improvement of metabolic flux from 2-oxoglutarate to glutamate in strain 874ΔrocG might lead to activation of citB due to inactivation of the repressor CcpC. Blencke et al. reported that TnrA exerts a weak activating effect on citB expression [30]. However, in our experiment, the expression levels of TnrA regulated gene nrgA were almost the same in strains MGB874 and 874ΔrocG under NH3-pH auxostat (Figure 5). Thus, it seems that TnrA did not participate in activation of citB in strain 874ΔrocG, compared to that of strain MGB874 under NH3-pH auxostat. Activation of citB might contribute to prolonged high enzyme productivity through the generation of reducing power via the tricarboxylic acid (TCA) cycle.
Conclusion
Here, we describe conditions resulting in the highest levels of production of alkaline cellulase Egl-237 in B. subtilis cells reported to date. We found that deletion of the glutamate dehydrogenase gene rocG in the genome-reduced strain MGB874 (874ΔrocG) and cultivation of 874ΔrocG using NH3-pH auxostat conditions leads to enhanced enzyme production through prolonged high enzyme productivity until the end of cultivation. This beneficial effect is very likely a consequence of an enhanced metabolic flux from 2-oxoglutarate to glutamate and generation of metabolic energy through activation of the TCA cycle.
Additionally, we found that the overproduction of alkaline cellulase Egl-237 causes the induction of CssRS-dependent secretion stress responses in the acidified growth medium below the threshold pH value, which is lower than that for the overproduction of alkaline α-amylase AmyK38.
With the NH3-pH auxostat, levels of alkaline cellulase Egl-237 produced by strain 874ΔrocG far exceeded those produced by the wild-type genetic-background strain 168ΔrocG, and reached the highest level reported so far, corresponding to 5.5 g/L. However, it is not clear at the moment if these improvements are attributable to a global synergistic effect of large-scale genome reduction or to individual effects of one or more specific gene deletions. To further improve enzyme production, we are presently attempting to elucidate the mechanisms underlying the improvement in productivity we have observed.
Materials and methods
Bacterial strains, plasmids, and growth media
The bacterial strains and plasmids used in this study are listed in Table 3. E. coli HB101 (Takara Bio Inc.) was used as the host for plasmid preparation and was grown in Luria-Bertani (LB) medium [1% (w/v) Bacto tryptone (Difco), 0.5% (w/v) Bacto yeast extract (Difco), and 1% (w/v) NaCl]. Strain 168ΔrocG, a rocG mutant strain derived from strain 168, was constructed in a similar way to construction of strain 874ΔrocG, which was described previously [9]. B. subtilis mutant strains were transformed with the plasmid pHYS237 for production of alkaline cellulase Egl-237, which originated from Bacillus sp. strain KSM-S237 [9], using the protoplast transformation method [31]. For enzyme production, we used 2xL medium [2% (w/v) Bacto tryptone, 1% (w/v) Bacto yeast extract, 1% (w/v) NaCl, 7.5 μg ml-1 manganese sulfate 4–5 hydrate, and 15 μg ml-1 Tet] supplemented with 7.5% (w/v) or 12.5% (w/v) maltose monohydrate.
Table 3.
Strain or plasmid | Relevant properties† | Source or reference |
---|---|---|
Strain |
|
|
Bacillus subtilis |
|
|
168 |
trpC2 |
[4] |
168∆rocG |
trpC2 ∆rocG::spec |
This study |
MGB874 |
trpC2 ∆prophage1-6 ∆PBSX ∆SPβ ∆pks ∆skin ∆pps∆ (ydeK-ydhU) ∆(yisB-yitD) ∆(yunA-yurT) ∆(cgeE-yodU) ∆(ypqP-ypmQ) ∆(yeeK-yesX)∆(pdp-rocR) ∆(ycxB-sipU) ∆(yrkS-yraK) ∆(sboA-ywhH) ∆(yyb-yyaJ) ∆(yncM-yndN) |
[6] |
874∆rocG |
MGB874 ∆rocG::spec |
[9] |
Escherichia coli |
|
|
HB101 |
supE44 ∆(mcrC-mrr) recA13 ara-14 proA2 lacY1 galK2 rpsL20 xyl-5 mtl-1 leuB6 thi-1 |
Takara Bio |
Plasmid |
|
|
pHY300PLK |
Shuttle vector for E. coli and B. subtilis |
Takara Bio |
pHYS237 | pHY300PLK carrying the gene for alkaline endo-1,4-β-glucanase (Egl-237) from Bacillus sp. strain KSM-S237, containing amp and tet | [6] |
†Antibiotic resistance genes are abbreviated as follows: amp, ampicillin; tet, tetracycline; spec, spectinomycin; neo, neomycin.
Culture methods for the assessment of alkaline cellulase Egl-237 production
For shake-flask fermentation, transformants were pre-cultured in LB medium with 15 μg ml-1 Tet with shaking at 120 rpm at 30°C for 15 h, and 600 μl of the pre-culture was inoculated into 30 ml of 2×L medium with 7.5% (w/v) maltose monohydrate in a 500-ml Sakaguchi flask.
For jar fermentation, B. subtilis harboring pHYS237 stored in 10% glycerol at −80°C were inoculated onto LB agar medium with 15 μg ml-1 Tet. After incubation at 37°C for 12 h, cells were collected and inoculated into pre-culture medium at an optical density at 600 nm (OD600) of 0.02. For batch fermentation, cells were pre-cultured in 200 ml of 2×L medium with 7.5% (w/v) maltose monohydrate with shaking at 210 rpm at 30°C to an OD600 of 0.3 to 0.5, then inoculated into a 30-L jar fermentor (working volume, 18 liters). The 30-L jar fermentor was operated at an aeration rate of 0.4 vvm and an agitation rate of 300 rpm. For pH-stat fermentation, cells were pre-cultured in 30 ml of 2×L medium with 12.5% (w/v) maltose monohydrate with shaking at 120 rpm at 30°C to an OD600 of 0.3 to 0.5, then inoculated into a 2-L jar fermentor (working volume, 0.8 liters). The 2-L jar fermentor was operated at an aeration rate of 0.5 vvm and an agitation rate of 800 rpm. The pH was kept at 7.2 via automatic addition of 1M NaOH or 10% (w/v) aqueous NH3. Fermentation without pH adjustments was used as a control. As appropriate to specific assays, cultured cells were removed by centrifugation at 9,000 × g and the supernatants were stored at −30°C. For RNA extraction, cells were separated by centrifugation, washed with 10 mM Tris–HCl (pH 7.5), frozen with liquid nitrogen, and stored at −80°C.
Analytical methods and cellulase activity
The concentration of ammonia and maltose in the culture supernatants was determined by enzymatic analysis according to the F-Kit UV method (Boehringer GmbH). Cellulase activity in the culture medium was determined as described previously [9]. The amount of enzyme required for release of 1 μmol of p-nitrophenol per minute was defined as 1 U.
High-resolution transcriptome analysis
Total RNA was extracted from B. subtilis cells as described previously [32]. Synthesis of cDNA, terminal labeling, and oligonucleotide chip hybridization were performed as described in the Affymetrix instruction manual. Transcriptional signals were analyzed and visualized along genome coordinates using the program IMC Array Edition (In Silico Biology, Japan). The signal intensities of each experiment were adjusted to confer a signal average of 500 and normalized by MA plot analysis for comparison of strains MGB874 and 874ΔrocG. [33,34]. The average signal intensities of probes in each coding sequence were calculated after removal of the lowest and highest intensities.
Quantitative real-time PCR
Quantitative real-time PCR (qRT-PCR) amplification, detection, and analysis were performed with the Mx3005P Real-time PCR system (Stratagene) and Brilliant II Fast SYBR Green QPCR Master Mix (Stratagene), as previously described [9]. The sequences of the primers used in real-time PCR were developed with Primer 3 (version 0.4.0) [35] and are listed in Additional file 2: Table S1 in the supplemental material. Experimental RNA levels were normalized to 16S rRNA levels, as previously described [16].
Abbreviations
GRAS: generally regarded as safe; CssRS: Control secretion stress Regulator and Sensor; qRT-PCR: quantitative real-time PCR; NaCl: sodium chloride; Tet: tetracycline.
Competing interests
The content of this manuscript is relevant to a patent application made by Kao Corporation (Patent no. JP2007-330255A); however, all authors declare that they have no competing interests.
Authors’ contributions
NO, KO, and KA initiated and coordinated the project. KM and YK drafted the manuscript, constructed mutant strains, evaluated production levels of alkaline cellulase Egl-237, and measured pH and ammonium concentrations in the growth medium. KM and TM performed tilling array and qPCR. ES supported our results by metabolic analysis. HT and SK processed tilling array data. NO and KO supervised the study and reviewed results. All authors have read and approved the final manuscript.
Supplementary Material
Contributor Information
Kenji Manabe, Email: manabe.kenji@kao.co.jp.
Yasushi Kageyama, Email: kageyama.yasushi@kao.co.jp.
Takuya Morimoto, Email: morimoto.takuya@kao.co.jp.
Eri Shimizu, Email: shimizu.eri@kao.co.jp.
Hiroki Takahashi, Email: hiroki.takahashi@chiba-u.jp.
Shigehiko Kanaya, Email: skanaya@gtc.naist.jp.
Katsutoshi Ara, Email: ara.katsutoshi@kao.co.jp.
Katsuya Ozaki, Email: ozaki.katsuya@kao.co.jp.
Naotake Ogasawara, Email: nogasawa@bs.naist.jp.
Acknowledgements
We thank Junichi Sekiguchi (Shinshu University), Kouji Nakamura (University of Tsukuba), Shu Ishikawa (Nara Institute of Science and Technology), Fujio Kawamura (University of Rikkyo), and Yasutaro Fujita (Fukuyama University) for valuable discussions. We also thank Yoshiharu Kimura and Yoshinori Takema (Kao Corp.) for valuable advice. This study was performed in collaboration with Shengao Liu (Kao Corp.), Takeko Kodama (Kao Corp.), Hiroshi Kakeshita (Kao Corp.), Tadahiro Ozawa (Kao Corp.), Hiroshi Kodama (Kao Corp.), Kazuhiro Saito (Kao Corp.), Akihito Kawahara (Kao Corp.) and Nozomu Shibata (Kao Corp.). This research was conducted as part of the Project for the Development of a Technological Infrastructure for Industrial Bioprocesses through R&D on New Industrial Science and Technology Frontiers of the Ministry of Economy, Trade, and Industry (METI), Japan, and was supported by the New Energy and Industrial Technology Development Organization (NEDO), Japan.
References
- Schallmey M, Singh A, Ward OP. Developments in the use of Bacillus species for industrial production. Can J Microbiol. 2004;50:1–17. doi: 10.1139/w03-076. [DOI] [PubMed] [Google Scholar]
- Simonen M, Palva I. Protein secretion in Bacillus species. Microbiol Rev. 1993;57:109–137. doi: 10.1128/mr.57.1.109-137.1993. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Barbe V, Cruveiller S, Kunst F, Lenoble P, Meurice G, Sekowska A, Vallenet D, Wang T, Moszer I, Medigue C. From a consortium sequence to a unified sequence: the Bacillus subtilis 168 reference genome a decade later. Microbiology. 2009;155:1758–1775. doi: 10.1099/mic.0.027839-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kunst F, Ogasawara N, Moszer I, Albertini AM, Alloni G, Azevedo V, Bertero MG, Bessieres P, Bolotin A, Borchert S. The complete genome sequence of the gram-positive bacterium Bacillus subtilis. Nature. 1997;390:249–256. doi: 10.1038/36786. [DOI] [PubMed] [Google Scholar]
- Ara K, Ozaki K, Nakamura K, Yamane K, Sekiguchi J, Ogasawara N. Bacillus minimum genome factory: effective utilization of microbial genome information. Biotechnol Appl Biochem. 2007;46(Pt 3):169–178. doi: 10.1042/BA20060111. [DOI] [PubMed] [Google Scholar]
- Morimoto T, Kadoya R, Endo K, Tohata M, Sawada K, Liu S, Ozawa T, Kodama T, Kakeshita H, Kageyama Y. Enhanced recombinant protein productivity by genome reduction in Bacillus subtilis. DNA Res. 2008;15:73–81. doi: 10.1093/dnares/dsn002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hakamada Y, Hatada Y, Koike K, Yoshimatsu T, Kawai S, Kobayashi T, Ito S. Deduced amino acid sequence and possible catalytic residues of a thermostable, alkaline cellulase from an alkaliphilic Bacillus strain. Biosci Biotechnol Biochem. 2000;64:2281–2289. doi: 10.1271/bbb.64.2281. [DOI] [PubMed] [Google Scholar]
- Kobayashi T, Hakamada Y, Adachi S, Hitomi J, Yoshimatsu T, Koike K, Kawai S, Ito S. Purification and properties of an alkaline protease from alkalophilic Bacillus sp. KSM-K16. Appl Microbiol Biotechnol. 1995;43:473–481. doi: 10.1007/BF00218452. [DOI] [PubMed] [Google Scholar]
- Manabe K, Kageyama Y, Morimoto T, Ozawa T, Sawada K, Endo K, Tohata M, Ara K, Ozaki K, Ogasawara N. Combined effect of improved cell yield and increased specific productivity enhances recombinant enzyme production in genome-reduced Bacillus subtilis strain MGB874. Appl Environ Microbiol. 2011;77:8370–8381. doi: 10.1128/AEM.06136-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Calogero S, Gardan R, Glaser P, Schweizer J, Rapoport G, Debarbouille M. RocR, a novel regulatory protein controlling arginine utilization in Bacillus subtilis, belongs to the NtrC/NifA family of transcriptional activators. J Bacteriol. 1994;176:1234–1241. doi: 10.1128/jb.176.5.1234-1241.1994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Belitsky BR, Sonenshein AL. Role and regulation of Bacillus subtilis glutamate dehydrogenase genes. J Bacteriol. 1998;180:6298–6305. doi: 10.1128/jb.180.23.6298-6305.1998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Belitsky BR, Sonenshein AL. An enhancer element located downstream of the major glutamate dehydrogenase gene of Bacillus subtilis. Proc Natl Acad Sci U S A. 1999;96:10290–10295. doi: 10.1073/pnas.96.18.10290. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ali NO, Jeusset J, Larquet E, Le Cam E, Belitsky B, Sonenshein AL, Msadek T, Debarbouille M. Specificity of the interaction of RocR with the rocG-rocA intergenic region in Bacillus subtilis. Microbiology. 2003;149:739–750. doi: 10.1099/mic.0.26013-0. [DOI] [PubMed] [Google Scholar]
- Commichau FM, Herzberg C, Tripal P, Valerius O, Stülke J. A regulatory protein-protein interaction governs glutamate biosynthesis in Bacillus subtilis: the glutamate dehydrogenase RocG moonlights in controlling the transcription factor GltC. Mol Microbiol. 2007;65:642–654. doi: 10.1111/j.1365-2958.2007.05816.x. [DOI] [PubMed] [Google Scholar]
- Kada S, Yabusaki M, Kaga T, Ashida H, Yoshida K. Identification of two major ammonia-releasing reactions involved in secondary natto fermentation. Biosci Biotechnol Biochem. 2008;72:1869–1876. doi: 10.1271/bbb.80129. [DOI] [PubMed] [Google Scholar]
- Manabe K, Kageyama Y, Tohata M, Ara K, Ozaki K, Ogasawara N. High external pH enables more efficient secretion of alkaline α-amylase AmyK38 by Bacillus subtilis. Microb Cell Fact. 2012;11:74. doi: 10.1186/1475-2859-11-74. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Darmon E, Noone D, Masson A, Bron S, Kuipers OP, Devine KM, van Dijl JM. A novel class of heat and secretion stress-responsive genes is controlled by the autoregulated CssRS two-component system of Bacillus subtilis. J Bacteriol. 2002;184:5661–5671. doi: 10.1128/JB.184.20.5661-5671.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Belitsky BR, Kim HJ, Sonenshein AL. CcpA-dependent regulation of Bacillus subtilis glutamate dehydrogenase gene expression. J Bacteriol. 2004;186:3392–3398. doi: 10.1128/JB.186.11.3392-3398.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Commichau FM, Wacker I, Schleider J, Blencke HM, Reif I, Tripal P, Stülke J. Characterization of Bacillus subtilis mutants with carbon source-independent glutamate biosynthesis. J Mol Microbiol Biotechnol. 2007;12:106–113. doi: 10.1159/000096465. [DOI] [PubMed] [Google Scholar]
- Commichau FM, Gunka K, Landmann JJ, Stülke J. Glutamate metabolism in Bacillus subtilis: gene expression and enzyme activities evolved to avoid futile cycles and to allow rapid responses to perturbations of the system. J Bacteriol. 2008;190:3557–3564. doi: 10.1128/JB.00099-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mäder U, Schmeisky AG, Flórez LA, Stülke J. SubtiWiki–a comprehensive community resource for the model organism Bacillus subtilis. Nucleic Acids Res. 2012;40:D1278–D1287. doi: 10.1093/nar/gkr923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- De Hoon MJ, Imoto S, Kobayashi K, Ogasawara N, Miyano S. Predicting the operon structure of Bacillus subtilis using operon length, intergene distance, and gene expression information. Pac Symp Biocomput. 2004. pp. 276–287. [DOI] [PubMed]
- Wray LV Jr, Ferson AE, Rohrer K, Fisher SH. TnrA, a transcription factor required for global nitrogen regulation in Bacillus subtilis. Proc Natl Acad Sci U S A. 1996;93:8841–8845. doi: 10.1073/pnas.93.17.8841. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fisher SH. Regulation of nitrogen metabolism in Bacillus subtilis: vive la difference! Mol Microbiol. 1999;32:223–232. doi: 10.1046/j.1365-2958.1999.01333.x. [DOI] [PubMed] [Google Scholar]
- Yoshida K, Yamaguchi H, Kinehara M, Ohki YH, Nakaura Y, Fujita Y. Identification of additional TnrA-regulated genes of Bacillus subtilis associated with a TnrA box. Mol Microbiol. 2003;49:157–165. doi: 10.1046/j.1365-2958.2003.03567.x. [DOI] [PubMed] [Google Scholar]
- Belitsky BR, Wray LV Jr, Fisher SH, Bohannon DE, Sonenshein AL. Role of TnrA in nitrogen source-dependent repression of Bacillus subtilis glutamate synthase gene expression. J Bacteriol. 2000;182:5939–5947. doi: 10.1128/JB.182.21.5939-5947.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Swift RJ, Wiebe MG, Robson GD, Trinci AP. Recombinant glucoamylase production by Aspergillus niger B1 in chemostat and pH auxostat cultures. Fungal Genet Biol. 1998;25:100–109. doi: 10.1006/fgbi.1998.1089. [DOI] [PubMed] [Google Scholar]
- Jourlin-Castelli C, Mani N, Nakano MM, Sonenshein AL. CcpC, a novel regulator of the LysR family required for glucose repression of the citB gene in Bacillus subtilis. J Mol Biol. 2000;295:865–878. doi: 10.1006/jmbi.1999.3420. [DOI] [PubMed] [Google Scholar]
- Sonenshein AL. Control of key metabolic intersections in Bacillus subtilis. Nat Rev Microbiol. 2007;5:917–927. doi: 10.1038/nrmicro1772. [DOI] [PubMed] [Google Scholar]
- Blencke HM, Commichau FM, Wacker I, Ludwig H, Stülke J. Regulation of citB expression in Bacillus subtilis: integration of multiple metabolic signals in the citrate pool and by the general nitrogen regulatory system. Arch Microbiol. 2006;185:136–146. doi: 10.1007/s00203-005-0078-0. [DOI] [PubMed] [Google Scholar]
- Chang S, Cohen SN. High frequency transformation of Bacillus subtilis protoplasts by plasmid DNA. Mol Gen Genet. 1979;168:111–115. doi: 10.1007/BF00267940. [DOI] [PubMed] [Google Scholar]
- Igo MM, Losick R. Regulation of a promoter that is utilized by minor forms of RNA polymerase holoenzyme in Bacillus subtilis. J Mol Biol. 1986;191:615–624. doi: 10.1016/0022-2836(86)90449-3. [DOI] [PubMed] [Google Scholar]
- Hirai MY, Klein M, Fujikawa Y, Yano M, Goodenowe DB, Yamazaki Y, Kanaya S, Nakamura Y, Kitayama M, Suzuki H. Elucidation of gene-to-gene and metabolite-to-gene networks in arabidopsis by integration of metabolomics and transcriptomics. J Biol Chem. 2005;280:25590–25595. doi: 10.1074/jbc.M502332200. [DOI] [PubMed] [Google Scholar]
- Quackenbush J. Microarray data normalization and transformation. Nat Genet. 2002;32(Suppl):496–501. doi: 10.1038/ng1032. [DOI] [PubMed] [Google Scholar]
- Rozen S, Skaletsky H. Primer3 on the WWW for general users and for biologist programmers. Methods Mol Biol. 2000;132:365–386. doi: 10.1385/1-59259-192-2:365. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.