- Open Access
Enhancing menaquinone-7 biosynthesis by adaptive evolution of Bacillus natto through chemical modulator
Bioresources and Bioprocessing volume 9, Article number: 120 (2022)
Menaquinone-7 (MK-7) is a kind of vitamin K2 playing an important role in the treatment and prevention of cardiovascular disease, osteoporosis and arterial calcification. The purpose of this study is to establish an adaptive evolution strategy based on a chemical modulator to improve MK-7 biosynthesis in Bacillus natto. The inhibitor of 5-enolpyruvylshikimate-3-phosphate synthase (EPSP synthase), glyphosate, was chosen as the chemical modulator to perform the experiments. The final strain ALE-25–40, which was obtained after 40 cycles in 25 mmol/L glyphosate, showed a maximal MK-7 titer of 62 mg/L and MK-7 productivity of 0.42 mg/(L h), representing 2.5 and 3 times the original strain, respectively. Moreover, ALE-25–40 generated fewer spores and showed a higher NADH and redox potential. Furthermore, the mechanism related to the improved performance of ALE-25–40 was investigated by comparative transcriptomics analysis. Genes related to the sporation formation were down-regulated. In addition, several genes related to NADH formation were also up-regulated. This strategy proposed here may provide a new and alternative directive for the industrial production of vitamin K2.
Vitamin K2, also known as menaquinone (MK), is an essential fat-soluble vitamin, which plays an important role in the treatment and prevention of cardiovascular disease, osteoporosis and arterial calcification (Ren et al. 2020). It consists of 2-methyl-1,4-naphtoquinone nucleus and a side chain of isoprene units at the 3-position (Brudzynski and Flick 2019). Depending on the number of isoprene units, vitamin K2 is divided into 14 types, denoted by MK-n (n = 1,2…14) (Vermeer et al. 2017). Bacillus subtilis natto, a subspecies of Bacillus subtilis, is one of 40 kinds of edible probiotics recognized by Food and Drug Administration (FDA) in the USA (Sella et al. 2021). Because of its fast growth, high content of MK-7 and safety certification, it is considered to be the most potential strain for industrial production of MK-7.
Until now, many efforts have been devoted to improve the MK-7 yield. For example, Liu et al. proposed a high-throughput screening strategy based on the fluorescence-activated cell sorting, which could convert the MK content to a fluorescence signal and greatly improved the screening efficiency (Liu et al. 2016). Furthermore, using the precursor of menaquinone-7,1,4-dihydroxy-2-naphthalate (DHNA), as the selector to screen high MK producing strain, Wu et al. established an improved gradient radiation breeding strategy based on low energy N+ ion implantation(Wu et al. 2021). The fermentation processes were also optimized including changing the cultivation method (Hu et al. 2017), increasing the redox potential (Wang et al. 2019) or enhancing the MK-7 secretion (Zhao et al. 2021). Meanwhile, the menaquinone biosynthesis pathways were also transferred to different model microorganisms, such as E. coli (Gao et al. 2020), yeast (Jun et al. 2020), and Bacillus subtilis (Yang et al. 2020), which greatly improved the MK-7 yield. However, the MK-7 industrial production is still restricted by low productivity. Therefore, it is still important and necessary to develop more effective and safe technologies to improve the strain performance and thus increase MK-7 point production.
Adaptive evolution is an effective way to improve the performance of strains (Wu et al. 2022). Under certain stress conditions, microorganisms could enrich the favorable genetic changes brought by the specific pressure during the successive cultivation (Espinosa et al. 2020). Liu et al. obtained a high-temperature resistant Bacillus amyloliquefaciens through long-term high-temperature cultivation and the MK-7 yield of the strain was improved by 2 times at 50 °C using starch as the sole carbon source (Liu et al. 2021). Besides, a sequential cultivation of the C5-utilizing Bacillus coagulans with ethanol resulted in 2.6-fold increase in lactic acid yield (Cubas-Cano et al. 2020). Yuan et al. found lipase production was coupled to the tributyrin uptake rate, then they cultivated B. subtilis SPZ1 using tributyrin as the sole carbon source for over 1000 generations, finally the lipase activity was improved by 1.9-fold (Yuan et al. 2019). In addition to using the nutritional and environmental stress as the pressures, chemical regulators are also good pressures (Im et al. 2013). Chemical regulators are chemical substances that can interfere with intracellular metabolism by specifically targeting enzymes or acting as signal molecules (Maeda et al. 2019). In the example of lipid production, Diao et al. acclimated marine microalgae for more than 800 days with sethoxydim and sesamol, the inhibitors of acetyl-CoA carboxylase and malic enzyme. Finally, the total lipid content increased by 100% (Diao et al. 2019). Therefore, adaptive evolution can be used as a powerful tool to improve the strain performance and increase the final product yield.
In this study, the chemical regulator glyphosate, an inhibitor of 5-enolpyruvylshikimate-3-phosphate synthase (EPSP synthase) (Hertel et al. 2021), was selected as selective pressure to perform the adaptive evolution on Bacillus natto. EPSP synthase is the key enzyme of shikimate pathway in MK-7 biosynthesis (Johnston and Bulloch 2020). First, the effect of different glyphosate concentrations on cell growth and MK-7 biosynthesis was studied. Then, the initial strain was continuously cultivated in the gradient concentration of glyphosate until getting the evolved strain of ALE-25–40. Next, the fermentation performance of different evolved strains was compared including biomass, glycerol consumption, MK-7 yield, and cell morphology. Furthermore, the comparative transcriptomics coupling with the redox potential and the NADH/NAD+ ratio was analyzed between the evolved and wild strains to decipher the underlying metabolic mechanism.
Materials and methods
Microorganism, and culture conditions
Bacillus natto A13 (CCTCC M 2,014,405) was used as the starting strain in this study. The evolved strain Bacillus natto ALE-25–40 (GDMCC NO. 61234) was stored in the Guangdong microbial culture collection center. The seed medium and culture conditions was same as our previous study (Luo et al. 2016). The seed was stored in 20% glycerol at − 80 °C. After three generations in the seed medium for 12 h at 37 °C, 200 rpm, the seed culture was transferred to 500 mL shake flask containing 100 mL fermentation medium with glycerol 60 g/L, soybean peptone 100 g/L, yeast powder 0.6 g/L, K2HPO4·3H2O 0.3 g/L, CaCl2 0.1 g/L, MgSO4·7H2O 0.3 g/L. Cells were cultivated for 6 days at 37 °C, 200 rpm.
Adaptive laboratory evolution experiments
Before performing the adaptive evolution experiments, different concentrations (5, 10, 15, 20, 25 μmol/L) of glyphosate were added to the seed medium to study the inhibition of cell growth and MK-7 biosynthesis. The inhibition ratio was calculated by the difference in biomass of the control and the experimental group divided by the OD of the control group:
Then, ALE was performed using a long-term serial transfer procedure. The glyphosate concentration increased by 5 μmol/L every 5–10 generations from 5 μmol/L and then kept constant until 25 μmol/L. Forty generations were cultivated at the medium with 25 μmol/L glyphosates. During the cultivation, cells will transfer to the solid medium with glyphosate to purify the strains every 10 generations. Four evolved strains of ALE-25–10, ALE-25–20, ALE-25–30, and ALE-25–40 were obtained.
Analysis of glucose, glycerol, biomass, and cell morphology
Glucose concentration was detected by the SBA-40C glucose biosensor. The residual glycerol was detected by a free glycerol determination kit (Sigma–Aldrich Co. USA). The fermentation broth was diluted to a suitable concentration, and the OD600 value was determined by UV spectrophotometer (UV-1200, Shanghai, China). Cells were stained with crystal violet and observed under a light microscope (Leica DM1000, Leica Microsystems, Morrisville, NC, USA).
Extraction and analysis of MK-7
The MK-7 yield was measured through the method used in our previous study (Ma et al. 2019). 1 mL broth was mixed with 2 mL extraction agent (N-hexane:isopropanol = 2:1) and high-speed blended for 30 min. Then, the mixture was centrifuged at 10,000 rpm for 5 min. The supernatant was evaporated to get the yellow oily substrates and redissolved in the methanol for the further HPLC analysis.
Determination of redox potential, NADH and NAD+ concentration
The intracellular NADH and NAD+ content was determined by the spectrophotometric method using the NAD(H) detection kit (Suzhou Comin Biotechnology, China). The redox potential of the broth was detected every 24 h by the REDOX potentiometer (Beijing Shunkeda Technology Co., LTD, China).
After 48 h of cultivation, cells of the starting strain and the evolved strain ALE-25–40 were collected. RNA extraction, RNA sequencing, gene function annotation and differential expression analysis were performed in the same way as in our previous study (Peng et al. 2020).
Results and discussion
Growth properties variation of Bacillus natto during adaptation
As the inhibitor of EPSP synthase, glyphosate would affect cell growth obviously. The cell growth inhibition rate was 43.8% when glyphosate was added at 5 μmol/L, and the concentration of MK-7 decreased from 30 mg/L when glyphosate was not added to 15 mg/L (Fig. 1a, b). The inhibitory effect was more obvious as the increase of glyphosate concentration. The inhibition rate reached more than 90% with 25 μmol/L glyphosates and there was no MK-7 accumulation at this condition. Next, we started the adaptive evolution experiment from 5 μmol/L glyphosates and increased the concentration when cells adapted the new environment until 25 μmol/L, then kept at this concentration for 40 generations (Fig. 1c), generating four evolved strains of ALE-25–10, ALE-25–20, ALE-25–30, and ALE-25–40.
As shown in Fig. 1d, the value of OD600 for the ALE-25–10 and ALE-25–20 strains decreased by 50.5–50.0%, when compared with that of the control, but the biomass of ALE-25–40 not only reached the control level, but also increased, demonstrating that the strain gradually adapted to glyphosate environment. Meanwhile, the consumed glucose showed similar trends. When comparing the cell morphology of the four strains during the adaption, we found only ALE-25–10 displayed a different state with a long rod shape, implying the cell grew slowly at this condition and was still in the early stage of cell growth. Further detecting the glyphosate tolerance of ALE-25–40 at the solid medium with 20, 30 and 40 μmol/L glyphosates, we found the starting strain cannot grow at 30 μmol/L but the ALE-25–40 could still grow well at 40 μmol/L, indicating the glyphosate tolerance of the evolved strain had indeed improved.
Fermentation characteristics changes of ALE strains
In an attempt to evaluate the productivity of different evolved strains, we investigated the changes in the fermentation characteristics between the starting strain and the evolved strains ALE-25–10, ALE-25–20, ALE-25–30, and ALE-25–40, cultivated under the same conditions at 37 °C in the normal fermentation medium. As shown in Fig. 2a, the evolved strains did not show a significant growth advantage at the early stage but the OD600 values of all the evolved strains after 96 h were all higher than that of the starting strain. Further comparing the morphology of these strains, we found ALE-25–40 generated fewer spores at the late stage of the fermentation (Additional file 1: Fig. S1), and most of the strains still kept rod-shaped, implying that the evolved strains might possess less ability to form spores.
However, the glycerol consumption rate of the control was the highest. As shown in Fig. 2b, the glycerol concentration of the starting strain was exhausted at 96 h, while the timepoint of glycerol depletion of the evolved strain was extended to 144 h, demonstrating that the glycerol consumption rate of the evolved strains slowed down obviously. Further comparing the MK-7 yield of these strains, the MK-7 yield of all the evolved strains was higher than that of the control. Although the evolved strain ALE-25–40 had no obvious advantage at the beginning of fermentation, MK-7 yield still kept increasing and improved greatly after 120 h, and the final MK-7 yield of ALE-25–40 reached 62 mg/L, which was 2.5 times the value of control (Fig. 2c). From Fig. 1d, it can be seen that fewer spores were generated in ALE-25–40 at the late stage of fermentation and this good status of the cell might be one of the reasons for the higher yield of ALE-25–40. Besides, the MK-7 productivity of ALE-25–40 reached 0.42 mg/(L·h), which was 3 times he value of the control (Fig. 2d).
The above results demonstrated that the long-time adaptation in the glyphosate environment could indeed improve the MK-7 yield and productivity without affecting cell growth rate obviously but decreased the sporulation process. It is reported that spore formation would slow down or stop the MK-7 biosynthesis (Berenjian et al. 2014), this might explain the phenomenon that the MK-7 yield of evolved strain could keep increasing in the later stage, while the yield of the control strain remained stable after 72 h. MK-7 could be regarded as the secondary metabolite, so the cell growth and product accumulation were not positively correlated. Some people also call them the tradeoff phenomenon (Dragosits and Mattanovich 2013). For example, Sun et al. cultivated Schizochytrium sp. continuously in a high-oxygen environment, and the cell dry weight was increased by 32.4%, but the final lipid content was decreased (Sun et al. 2016).
Changes of NADH/NAD+ and redox potential of the evolved strain
To further analyze the underlying mechanism of the titer improvement of adapted strains, the REDOX potential and the ratio of NADH/NAD+ were compared between wild type and adapted strains. NADH and NAD+ are important coenzymes in microorganisms which could store energy and will be converted to ATP when needed (Zhao and Yang 2015), so the intracellular NADH and NAD+ contents were also detected to reflect the changes in the intracellular energy metabolism. As shown in Fig. 3a, there was no big difference in NADH concentration at 48 h, but the value at 120 h were all higher than that of the A13 strain except ALE-25–20. In addition, the changes in NAD+ and the total NAD concentration showed the opposite trend (Fig. 3b, c). The NADH concentration of ALE-25–10, ALE-25–30 and ALE-25–40 at 120 h were 1.5, 2.1 and 2.7 times that of A13, respectively. The NAD+ and total NAD concentration of ALE-25–40 at 48 h were 21.12 and 16.66 times that of the original strain, respectively. This might be due to the fact that long time cultivation in the medium with glyphosate might not only promote the shikimic acid biosynthesis, but also enhanced the overall metabolic activity.
In addition, NADH is the electron donor of the electron transport chain (Godde and Trebst 1980). Menaquinone-7 acts as the electron transfer carrier. The faster the electron transfer, the more MK-7 is needed, thus the synthesis of MK-7 is significantly enhanced. Cui et al. increased MK-7 titer in a 15L bioreactor by 55% to 310 mg/L by co-expressing the cell membrane components signals transduction protein tatAD-CD and the cytochrome c reductase qcrA-C (Cui et al. 2020). The higher NADH concentrations of the adaptive strains at 120 h implied that more NADH would enter the electron transport chain and activate the electron transport and need more menaquinone. This might be one of the reasons for the increased MK-7 production of the adaptive strains. Similar to MK-7, coenzyme Q10 is also an electron transporter in the respiratory chain. Zhu et al. increased CoQ10 production by 58% through overexpression of glyceraldehyde-3-phosphate dehydrogenase (Zhu et al. 2017). In addition, Xu et al. increased squalene titers by 59% by expressing pyridine nucleotide transhydrogenase (udhA) to improve the cellular NADPH/NADP+ ratio (Xu et al. 2019). These examples demonstrated a positive relationship between the cellular NADH or NADPH concentration and different biochemical production, which could also explain the enhancement of MK-7 in this study.
As the two dominant redox pairs in the cytoplasm, the ratios of NADH/NAD+ determine the intracellular oxidation–reduction potential (ORP) (Braissant et al. 2020). The ORP level could reflect the macroscopic REDOX properties of the fermentation broth. The higher the REDOX potential is, the stronger the oxidability is, and the lower the REDOX potential is, the stronger the reducibility is. As shown in Fig. 3d, the ORP level at 48 h all kept between − 290 mV and − 250 mV except ALE-25-10 which reached − 160 mV, indicating that all strains grew in a relative reductive environment at the early stage of fermentation. The change in ORP level during fermentation varied among these five strains. The REDOX potentials of ALE-25-20 and ALE-25–40 increased significantly, reaching 27 mV and 37 mV, respectively, at 120 h, while the changes of other strains were not obvious, remaining from − 200 mV to − 160 mV. It is worth noting that the REDOX of ALE-25–40 kept increasing during the fermentation which might be related to the higher MK-7 concentration, implying that the MK-7 yield might be positively correlated with REDOX potential and the reductive environment might be more conducive for MK-7 accumulation.
In addition, many studies have also explored the relationship between product accumulation and REDOX potential. The optimal REDOX potential varies for different microorganisms (Ren et al. 2006). It is reported that the cultivation environment with strong reducibility was more conducive to the conversion of glycerol to ethanol, propanediol and other reducing products. In addition, Riondet et al. changed the ratio of formate by regulating the REDOX potential of E. coli and they found the changes of extracellular REDOX potential could regulate the activity of some specific enzymes, thus changing metabolic flux, ATP production and product synthesis (Riondet et al. 2000). For MK-7 production, the greater the changes of REDOX potential during fermentation, the higher the yield of MK-7.
Comparative transcriptomic analysis of the evolved strain
In addition, we analyzed transcriptomic data to elucidate the regulatory mechanisms responsible for changes in cell growth and MK-7 production in ALE-25–40. To explore the metabolic pathway changes in ALE-25–40, functional annotation of differentially expressed coding genes was performed.
Spore formation is the characteristic of Bacillus subtilis and will slow down or stop the MK-7 biosynthesis (Berenjian et al. 2014). Most of the genes related to the sporulation were down-regulated in ALE-25–40 (Fig. 4). spo0A, the main regulator of sporulation and could promote spore formation by phosphorylation (Molle et al. 2003), was down-regulated by 0.21-fold. Besides, several regulation genes related to spo0A in the sporulation phosphorelay system were also down-regulated. The phosphatase rapA and its active secretion inhibitor phrA and transcriptional regulator codY were down-regulated by 0.72-, 0.75-, and 0.81-fold, respectively. In addition, the protoplasm of the spore is surrounded by three membranes including a thick cortex, spore coat, and spore envelope (Hashimoto and Naylor 1958). We also found that several spore coat polysaccharide biosynthesis proteins including spsA, spsB, spsC, etc. were also down-regulated. The second stage spore formation proteins of spoIIB and spoIIR and the spore maturation protein of cgeC were also found down-regulated by 0.58-, 0.87-, and 0.61-fold, respectively. The thick cortex is composed of peptidoglycan and the spores coat is part of the thick cortex (Imamura et al. 2011), which is associated with the synthesis of the spores coat. The spores coat consists of proteins containing large amounts of cysteine in a laminar structure. cgeC is the protein involved in the maturation of the outermost layer of the spore, that is, the outermost material outside the spores coat (Imamura 2012). All these genes are involved in regulating the process of spore formation itself, and their down-regulation indicates that the spores are not mature or that there are particularly few mature spores. This may be because the long-term domestication of glyphosate might make the strain stronger. Adaptive strains generated fewer spores than the original strains in the same harsh environment, and it was consistent with the phenotype of fewer spores in the fermentation process. Cui et al. improved MK-7 biosynthesis through inhibiting spore formation by knocking out spoIIA and spoIIE (Cui et al. 2019). Our previous study also proved that most of the genes related to sporulation were down-regulated at the condition with high MK-7 yield (Peng et al. 2020). These studies proposed the similar findings and could provide theoretical support for this study.
Central carbon metabolism
The biosynthetic pathway of MK-7 within Bacillus subtilis consists of the glycolytic pathway (EMP), the pentose phosphate pathway (HMP), the 2-methyl-d-erythritol-4-phosphate pathway (MEP) and the menaquinone synthesis pathway (MK) (Yang et al. 2019). The transcriptome analysis (Fig. 5) showed that domestication did not have a significant effect on the biosynthetic pathway of the strain itself, with only five genes, glpK, FBA, aroB, aroK and yqfP, being more significantly up-regulated. glpK acts as an enzyme for the conversion of glycerol to 3-phosphoglycerol, which is then converted to 3-phosphoglycerol. AroB and aroK are two enzymes for the chorismate biosynthesis. Yafp is the key enzyme during the formation of isoprene side chain. The upregulation of these genes would be beneficial for MK-7 biosynthesis.
Antioxidant defense system
Reactive oxygen species (ROS) are often generated in cells under stress conditions, thus leading to cell damage (Jurkovic et al. 2008). Long time adaptation in glycerate conditions might improve the antioxidant defense system. Five genes related to antioxidant defense system including superoxide dismutase (SOD), catalase (katA), glutathione peroxidase (GSH-px), alkyl hydroperoxide reductase (ahpF) and DNA binding protein (mrgA), were compared to explore the effect of adaption on cell defense and MK-7 production (Zhu et al. 2020). As shown in Fig. 6, SOD1, SOD2, CAT, and GSH-Px were all up-regulated, in which SOD2 and CAT were most significantly up-regulated by 0.97- and 2.28-fold, respectively. Superoxide dismutase 2 (SOD2) is essential in radical scavenging and could balance the intracellular level of reactive oxygen species (ROS) (Wang et al. 2017). SOD2 is considered to be the first line of defense against ROS (Ruenwai et al. 2011) and can catalyze the disproportionation of superoxide anion radicals to generate O2 and H2O2. The apparent up-regulation of SOD2 demonstrates that a large amount of H2O2 might be produced during domestication. However, CAT plays an important role in the elimination of ROS (Dowds 1994), breaking down the cell-damaging H2O2 into O2 and H2O. This also demonstrated that domestication might indirectly increase the oxygen level during cell growth, which was beneficial for MK-7 biosynthesis as our previous study proved (Ma et al. 2019).
Considering the significant differences in NADH and NAD+ concentration of ALE-25–40 and A13, we further screened key genes associated with coenzyme formation. Most of them were significantly up-regulated. As shown in Fig. 6, alcohol dehydrogenase (adhB) and glucose-1-dehydrogenase (gdh) were up-regulated by 3.12- and 2.24-fold, respectively. In addition, glyceraldehyde-3-phosphate dehydrogenase (gapB), fructose-1-phosphate kinase (fruK) and NADPH dehydrogenase (namA) were up-regulated by 1.41-, 1.12- and 1.09-fold, respectively. The reactions involved in alcohol dehydrogenase and glucose-1-dehydrogenase all catalyze the formation of NADH by binding H+ of the compound to NAD+. NADPH dehydrogenase is an important oxidoreductase that is involved in a variety of physiological processes and biochemical metabolism. NADPH is the product of electron acceptance by the final electron acceptor NADP+. NADPH is usually used as a reducing agent for biosynthesis and does not enter the respiratory chain directly to be oxidized. It is only under the action of NADPH dehydrogenase that H+ on NADPH is transferred to NAD+ and then enters the respiratory chain as NADH (Kaur et al. 2018). l-Threonine-3-dehydrogenase (Zhang et al. 2019), aspartate semialdehyde dehydrogenase (Dahal and Viola 2015) and short-chain dehydrogenase (Alenazi et al. 2022) could regulate cellular oxidation and have the same function as the dehydrogenases mentioned above, increasing the intracellular NADH levels together. These could also explain the higher NADH level of the adaptive strains in 3.3 (Fig. 4b).
In this study, the adaptive strain Bacillus natto ALE-25–40 was obtained through 40 cycles of adaptive evolution in the medium with 25 mmol/L glyphosates. It was demonstrated that this strategy based on a chemical modulator could be used to construct an adaptive strain with fewer spores and high menaquinone-7 productivity. Further comparative transcriptomics analysis showed that the enhanced performance of ALE-25–40 was mostly related to less spore formation and higher NADH generation. Moreover, in the evolved strain, genes of the antioxidant capacity were also upregulated.
Availability of data and materials
All data generated or analyzed during this study are included in this published article.
Alenazi J, Mayclin S, Subramanian S, Myler PJ, Asojo OA (2022) Crystal structure of a short-chain dehydrogenase/reductase from Burkholderia phymatum in complex with NAD. Acta Crystallogr F Struct Biol Commun 78:52–58. https://doi.org/10.1107/s2053230x22000218
Berenjian A, Mahanama R, Talbot A, Regtop H, Kavanagh J, Dehghani F (2014) Designing of an intensification process for biosynthesis and recovery of menaquinone-7. Appl Biochem Biotech 172(3):1347–1357. https://doi.org/10.1007/s12010-013-0602-7
Braissant O, Astasov-Frauenhoffer M, Waltimo T, Bonkat G (2020) A Review of methods to determine viability, vitality, and metabolic rates in microbiology. Front Microbiol. https://doi.org/10.3389/fmicb.2020.547458
Brudzynski K, Flick R (2019) Accumulation of soluble menaquinones MK-7 in honey coincides with death of Bacillus spp. present in honey. Food Chem X. https://doi.org/10.1016/j.fochx.2019.100008
Cubas-Cano E, Lopez-Gomez JP, Gonzalez-Fernandez C, Ballesteros I, Tomas-Pejo E (2020) Towards sequential bioethanol and l-lactic acid co-generation: improving xylose conversion to l-lactic acid in presence of lignocellulosic ethanol with an evolved Bacillus coagulans. Renew Energ 153:759–765. https://doi.org/10.1016/j.renene.2020.02.066
Cui SX, Lv XQ, Wu YK, Li JH, Du GC, Ledesma-Amaro R, Liu L (2019) Engineering a bifunctional Phr60-Rap60-Spo0A quorum-sensing molecular switch for dynamic fine-tuning of menaquinone-7 synthesis in Bacillus subtilis. Acs Synth Biol 8(8):1826–1837. https://doi.org/10.1021/acssynbio.9b00140
Cui SX, Xia HZ, Chen TC, Gu Y, Lv XQ, Liu YF, Li JH, Du GC, Liu L (2020) Cell membrane and electron transfer engineering for improved synthesis of menaquinone-7 in Bacillus subtilis. Iscience. https://doi.org/10.1016/j.isci.2020.100918
Dahal G, Viola RE (2015) Structure of a fungal form of aspartate semialdehyde dehydrogenase from Cryptococcus neoformans. Acta Crystallogr F Struct Biol Commun 71:1365–1371. https://doi.org/10.1107/s2053230x15017495
Diao JJ, Song XY, Cui JY, Liu LS, Shi ML, Wang FZ, Zhang WW (2019) Rewiring metabolic network by chemical modulator based laboratory evolution doubles lipid production in Crypthecodinium cohnii. Metab Eng 51:88–98. https://doi.org/10.1016/j.ymben.2018.10.004
Dowds BCA (1994) The oxidative stress–response in Bacillus-subtilis. Fems Microbiol Lett 124(3):255–263
Dragosits M, Mattanovich D (2013) Adaptive laboratory evolution—principles and applications for biotechnology. Microb Cell Fact. https://doi.org/10.1186/1475-2859-12-64
Espinosa MI, Gonzalez-Garcia RA, Valgepea K, Plan MR, Scott C, Pretorius IS, Marcellin E, Paulsen IT, Williams TC (2020) Adaptive laboratory evolution of native methanol assimilation in Saccharomyces cerevisiae. Nat Commun. https://doi.org/10.1038/s41467-020-19390-9
Gao QX, Chen H, Wang WZ, Huang JZ, Tao Y, Lin BX (2020) Menaquinone-7 production in engineered Escherichia coli. World J Microb Biot. https://doi.org/10.1007/s11274-020-02880-9
Godde D, Trebst A (1980) NADH as electron-donor for the photosynthetic membrane of Chlamydomonas-reinhardii. Arch Microbiol 127(3):245–252. https://doi.org/10.1007/bf00427200
Hashimoto T, Naylor HB (1958) Studies of the fine structure of microorganisms. II. Electron microscopic studies on sporulation of clostridium sporogenes. J Bacteriol 75(6):647–653. https://doi.org/10.1128/jb.75.6.647-653.1958
Hertel R, Gibhardt J, Martienssen M, Kuhn R, Commichau FM (2021) Molecular mechanisms underlying glyphosate resistance in bacteria. Environ Microbiol 23(6):2891–2905. https://doi.org/10.1111/1462-2920.15534
Hu XC, Liu WM, Luo MM, Ren LJ, Ji XJ, Huang H (2017) Enhancing menaquinone-7 production by Bacillus natto R127 through the nutritional factors and surfactant. Appl Biochem Biotech 182(4):1630–1641. https://doi.org/10.1007/s12010-017-2423-6
Im S, Joe M, Kim D, Park DH, Lim S (2013) Transcriptome analysis of salt-stressed Deinococcus radiodurans and characterization of salt-sensitive mutants. Res Microbiol 164(9):923–932. https://doi.org/10.1016/j.resmic.2013.07.005
Imamura D (2012) Identification and characterization of the outermost layer of Bacillus subtilis spores. Yakugaku Zasshi 132(8):919–924. https://doi.org/10.1248/yakushi.132.919
Imamura D, Kuwana R, Takamatsu H, Watabe K (2011) Proteins involved in formation of the outermost layer of Bacillus subtilis spores. J Bacteriol 193(16):4075–4080. https://doi.org/10.1128/jb.05310-11
Johnston JM, Bulloch EMM (2020) Advances in menaquinone biosynthesis: sublocalisation and allosteric regulation. Curr Opin Struc Biol 65:33–41. https://doi.org/10.1016/j.sbi.2020.05.005
Jun D, Richardson-Sanchez T, Mahey A, Murphy MEP, Fernandez RC, Beatty JT (2020) Introduction of the menaquinone biosynthetic pathway into Rhodobacter sphaeroides and de novo synthesis of menaquinone for incorporation into heterologously expressed integral membrane proteins. Acs Synth Biol 9(5):1190–1200. https://doi.org/10.1021/acssynbio.0c00066
Jurkovic S, Osredkar J, Marc J (2008) Molecular impact of glutathione peroxidases in antioxidant processes. Biochem Medica 18(2):162–174
Kaur G, Guruprasad K, Temple BRS, Shirvanyants DG, Dokholyan NV, Pati PK (2018) Structural complexity and functional diversity of plant NADPH oxidases. Amino Acids 50(1):79–94. https://doi.org/10.1007/s00726-017-2491-5
Liu Y, Xue ZL, Chen SP, Wang Z, Zhang Y, Gong WL, Zheng ZM (2016) A high-throughput screening strategy for accurate quantification of menaquinone based on fluorescence-activated cell sorting. J Ind Microbiol Biot 43(6):751–760. https://doi.org/10.1007/s10295-016-1757-3
Liu N, Ruan HZ, Liu LM, Zhang WG, Xu JZ (2021) Temperature-induced mutagenesis-based adaptive evolution of Bacillus amyloliquefaciens for improving the production efficiency of menaquinone-7 from starch. J Chem Technol Biot 96(4):1040–1048. https://doi.org/10.1002/jctb.6615
Luo MM, Ren LJ, Chen SL, Ji XJ, Huang H (2016) Effect of media components and morphology of Bacillus natto on menaquinone-7 synthesis in submerged fermentation. Biotechnol Bioproc E 21(6):777–786. https://doi.org/10.1007/s12257-016-0202-9
Ma XC, Zhu SY, Luo MM, Hu XC, Peng C, Huang H, Ren LJ (2019) Intracellular response of Bacillus natto in response to different oxygen supply and its influence on menaquinone-7 biosynthesis. Bioproc Biosyst Eng 42(5):817–827. https://doi.org/10.1007/s00449-019-02085-x
Maeda T, Horinouchi T, Sakata N, Sakai A, Furusawa C (2019) High-throughput identification of the sensitivities of an Escherichia coli Delta recA mutant strain to various chemical compounds. J Antibiot 72(7):566–573. https://doi.org/10.1038/s41429-019-0160-5
Molle V, Fujita M, Jensen ST, Eichenberger P, Gonzalez-Pastor JE, Liu JS, Losick R (2003) The Spo0A regulon of Bacillus subtilis. Mol Microbiol 50(5):1683–1701. https://doi.org/10.1046/j.1365-2958.2003.03818.x
Peng C, Zhu SY, Lu JY, Hu XC, Ren LJ (2020) Transcriptomic analysis of gene expression of menaquinone-7 in Bacillus subtilis natto toward different oxygen supply. Food Res Int. https://doi.org/10.1016/j.foodres.2020.109700
Ren NQ, Chua H, Chan SY, Hua FL, Tsang YF (2006) Controlling optimal fermentation types by pH and redox potential for bio-hydrogen production. proceedings of the second IASTED international conference on advanced technology in the environmental field, ATEF 2006
Ren LJ, Peng C, Hu XC, Han YW, Huang H (2020) Microbial production of vitamin K2: current status and future prospects. Biotechnol Adv. https://doi.org/10.1016/j.biotechadv.2019.107453
Riondet C, Cachon R, Wache Y, Alcaraz G, Divies C (2000) Extracellular oxidoreduction potential modifies carbon and electron flow in Escherichia coli. J Bacteriol 182(3):620–626. https://doi.org/10.1128/jb.182.3.620-626.2000
Ruenwai R, Neiss A, Laoteng K, Vongsangnak W, Dalfard AB, Cheevadhanarak S, Petranovic D, Nielsen J (2011) Heterologous production of polyunsaturated fatty acids in Saccharomyces cerevisiae causes a global transcriptional response resulting in reduced proteasomal activity and increased oxidative stress. Biotechnol J 6(3):343–356. https://doi.org/10.1002/biot.201000316
Sella S, Bueno T, de Oliveira AAB, Karp SG, Soccol CR (2021) Bacillus subtilis natto as a potential probiotic in animal nutrition. Crit Rev Biotechnol 41(3):355–369. https://doi.org/10.1080/07388551.2020.1858019
Sun XM, Ren LJ, Ji XJ, Chen SL, Guo DS, Huang H (2016) Adaptive evolution of Schizochytrium sp by continuous high oxygen stimulations to enhance docosahexaenoic acid synthesis. Bioresour Technol 211:374–381. https://doi.org/10.1016/j.biortech.2016.03.093
Vermeervan’THoofd CC, Knapen MHJ, Xanthoulea S (2017) Synthesis of 2-methyl-1,4-naphthoquinones with higher gamma-glutamyl carboxylase activity than MK-4 both in vitro and in vivo. Bioorg Med Chem Lett 27(2):208–211. https://doi.org/10.1016/j.bmcl.2016.11.073
Wang W, Jin Y, Zeng NX, Ruan QW, Qian F (2017) SOD2 facilitates the antiviral innate immune response by scavenging reactive oxygen species. Viral Immunol 30(8):582–589. https://doi.org/10.1089/vim.2017.0043
Wang H, Liu H, Wang L, Zhao GH, Tang HF, Sun XW, Ni WF, Yang Q, Wang P, Zheng ZM (2019) Improvement of menaquinone-7 production by Bacillus subtilis natto in a novel residue-free medium by increasing the redox potential. Appl Microbiol Biot 103(18):7519–7535. https://doi.org/10.1007/s00253-019-10044-5
Wu HF, Wang H, Wang P, Zhao GH, Liu H, Wang L, Sun XW, Zheng ZM (2021) Gradient radiation breeding and culture domestication of menaquinone producing strains. Bioproc Biosyst Eng 44(7):1373–1382. https://doi.org/10.1007/s00449-021-02508-8
Wu Y, Jameel A, Xing X-H, Zhang C (2022) Advanced strategies and tools to facilitate and streamline microbial adaptive laboratory evolution. Trends Biotechnol 40(1):38–59. https://doi.org/10.1016/j.tibtech.2021.04.002
Xu W, Yao J, Liu LJ, Ma X, Li W, Sun XJ, Wang Y (2019) Improving squalene production by enhancing the NADPH/NADP(+) ratio, modifying the isoprenoid-feeding module and blocking the menaquinone pathway in Escherichia coli. Biotechnol Biofuels. https://doi.org/10.1186/s13068-019-1415-x
Yang SM, Cao YX, Sun LM, Li CF, Lin X, Cai ZG, Zhang GY, Song H (2019) Modular pathway engineering of Bacillus subtilis to promote de novo biosynthesis of menaquinone-7. Acs Synth Biol 8(1):70–81. https://doi.org/10.1021/acssynbio.8b00258
Yang SM, Wang YP, Cai ZG, Zhang GY, Song H (2020) Metabolic engineering of Bacillus subtilis for high-titer production of menaquinone-7. Aiche J. https://doi.org/10.1002/aic.16754
Yuan K, Song P, Li S, Gao S, Wen JP, Huang H (2019) Combining metabolic flux analysis and adaptive evolution to enhance lipase production in Bacillus subtilis. J Ind Microbiol Biot 46(8):1091–1101. https://doi.org/10.1007/s10295-019-02205-2
Zhang LJ, Cao YL, Tong JN, Xu Y (2019) An Alkylpyrazine synthesis mechanism involving L-threonine-3-dehydrogenase describes the production of 2,5-dimethylpyrazine and 2,3,5-trimethylpyrazine by Bacillus subtilis. Appl Environ Microb. https://doi.org/10.1128/aem.01807-19
Zhao YZ, Yang Y (2015) Profiling metabolic states with genetically encoded fluorescent biosensors for NADH. Curr Opin Biotech 31:86–92. https://doi.org/10.1016/j.copbio.2014.08.007
Zhao CL, Wan YP, Tang GX, Jin Q, Zhang HL, Xu ZN (2021) Comparison of different fermentation processes for the vitamin K2 (Menaquinone-7) production by a novel Bacillus velezensis ND strain. Process Biochem 102:33–41. https://doi.org/10.1016/j.procbio.2020.11.029
Zhu YQ, Ye LD, Chen ZF, Hu WJ, Shi YH, Chen JB, Wang CF, Li Y, Li WF, Yu HW (2017) Synergic regulation of redox potential and oxygen uptake to enhance production of coenzyme Q(10) in Rhodobacter sphaeroides. Enzyme Microb Tech 101:36–43. https://doi.org/10.1016/j.enzmictec.2017.03.005
Zhu YM, Luo XL, Wei MG, Khan A, Munsif F, Huang TW, Pan XL, Shan ZY (2020) Antioxidant enzymatic activity and its related genes expression in cassava leaves at different growth stages play key roles in sustaining yield and drought tolerance under moisture stress. J Plant Growth Regul 39(2):594–607. https://doi.org/10.1007/s00344-019-10003-4
The authors are grateful for the financial support received from the National Key Research and Development Program of China (No. 2019YFA0905700), the National Natural Science Foundation of China (No. 21878151), the Natural Science Foundation of Jiangsu Province (BK20211535) and the Jiangsu Synergetic Innovation Center for Advanced Bio-Manufacture (XTD2213).
This work was financially supported by the National Key Research and Development Program of China (No. 2019YFA0905700), the National Natural Science Foundation of China (No. 21878151), the Natural Science Foundation of Jiangsu Province (BK20211535) and the Jiangsu Synergetic Innovation Center for Advanced Bio-Manufacture (XTD2213).
Ethics approval and consent to participate
Consent for publication
All authors approved the consent for publishing the manuscript to bioresources and bioprocessing.
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Figure S1. Spore diagram of original strain (left) and ALE-25–40 (right) at the late stage of the fermentation. Figure S2. Venn diagram of the number of genes expressed in the original and domesticated strains. Figure S3. Number of up- and down-regulated differentially expressed genes in domesticated strains compared to the original strain. Figure S4. Volcano plot of expression difference between original and domesticated strains. Table S1. Differentially expressed genes associated with MK-7 biosynthesis. Table S2. Differential expression of key genes associated with spore formation. Table S3. Differential expression of key genes related to antioxidant defense system.
About this article
Cite this article
Zhang, B., Peng, C., Lu, J. et al. Enhancing menaquinone-7 biosynthesis by adaptive evolution of Bacillus natto through chemical modulator. Bioresour. Bioprocess. 9, 120 (2022). https://doi.org/10.1186/s40643-022-00609-0
- Bacillus natto
- Adaptive evolution
- EPSE synthase