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Article

Improved l-Leucine Production in Corynebacterium glutamicum by Optimizing the Aminotransferases

by
Li-Yan Feng
,
Jian-Zhong Xu
* and
Wei-Guo Zhang
*
The Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi 214122, China
*
Authors to whom correspondence should be addressed.
Molecules 2018, 23(9), 2102; https://doi.org/10.3390/molecules23092102
Submission received: 12 July 2018 / Revised: 17 August 2018 / Accepted: 20 August 2018 / Published: 21 August 2018
(This article belongs to the Special Issue Design in Synthetic Biology)
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Abstract

:
The production of branched-chain amino acids (BCAAs) is still challenging, therefore we rationally engineered Corynebacterium glutamicum FA-1 to increase the l-leucine production by optimizing the aminotransferases. Based on this, we investigated the effects of the native aminotransferases, i.e., branched-chain amino acid aminotransferase (BCAT; encoded by ilvE) and aspartate aminotransferase (AspB; encoded by aspB) on l-leucine production in C. glutamicum. The strain FA-1△ilvE still exhibited significant growth without leucine addition, while FA-1△ilvE△aspB couldn’t, which indicated that AspB also contributes to L-leucine synthesis in vivo and the yield of leucine reached 20.81 ± 0.02 g/L. It is the first time that AspB has been characterized for l-leucine synthesis activity. Subsequently, the aromatic aminotransferase TyrB and the putative aspartate aminotransferases, the aspC, yhdR, ywfG gene products, were cloned, expressed and characterized for leucine synthesis activity in FA-1△ilvE△aspB. Only TyrB was able to synthesize l-leucine and the l-leucine production was 18.55 ± 0.42 g/L. The two putative branched-chain aminotransferase genes, ybgE and CaIlvE, were also cloned and expressed. Both genes products function efficiently in BCAAs biosynthesis. This is the first report of a rational modification of aminotransferase activity that improves the l-leucine production through optimizing the aminotransferases.

1. Introduction

Branched-chain amino acids (BCAAs), i.e., l-leucine, l-valine and L-isoleucine, are three of eight essential amino acids [1] that cannot be synthesized in animals [2]. Recently, BCAAs have been used widely in medicine, food, and feed. Furthermore, BCAAs also play a vital role in human physiological functions and metabolism [3]. In industry, BCAAs are mainly produced by microbial fermentation employing mutant strains of bacteria, such as Corynebacterium sp. and Escherichia sp. [4]. Therefore, a BCAAs producer with excellent fermentability is needed for fermentation to increase the final titer and to reduce the production cost.
Unlike the biosynthetic pathways of other amino acids, the biosynthetic pathway of BCAAs includes branched and parallel reactions catalyzed by identical enzymes (Figure 1) [5]. l-Isoleucine and l-valine are synthesized from 2-ketobutyrate and pyruvate respectively, while l-leucine is branched from the 2-ketoisovalaerate in the valine pathway [6]. The synthesis of BCAAs comprises four reactions catalyzed by acetohydroxy acid synthase (AHAS; encoded by ilvBN), acetohydroxy acid isomeroreductase (AHAIR; encoded by ilvC), dihydroxyacid dehydratase (DHAD; encoded by ilvD) and branched-chain amino acid aminotransferase (BCAT; encoded by ilvE) [7,8]. In addition, the synthesis of l-leucine is still catalyzed by a series of enzymes in a branched pathway. Interestingly, the enzyme of final reaction pathway is BCAT, which synthesizes different BCAAs. It is obvious that production of one BCAA is often accompanied by accumulation of the other two BCAAs as the identical enzymes participate in the biosynthetic pathway of BCAAs, thereby reducing the final titer and increasing the difficulty of extraction [9].
Previous studies have shown that the final biosynthetic step of most amino acids involves the transamination reaction which is catalyzed by PLP-dependent aminotransferases [10]. The transamination reaction is reversible and consists of two half-reactions. Firstly, the amino group of substrates is transferred onto PLP to produce 5′-phosphate pyridoxamine (PMP) and keto acid (aldehyde). Subsequently, keto acid (aldehyde) accepts the amino group of PMP to produce the amino substrate and to regenerate PLP [11,12]. In 1950, Cammarata et al. [13] and Feldman et al. [14] first proposed the transamination of BCAAs in animals and microorganisms. However, the enzyme responsible for this reaction was not characterized until 1966 [15,16]. Ichihara et al. [15] and Taylor et al. [16] reported that the transamination of three BCAAs was catalyzed by BCAT. So far, the biosynthetic pathway of BCAAs has been characterized in Escherichia coli, Salmonella typhimurium, Corynebacterium glutamicum, Bacillus subtilis [17,18,19] and other strains. It was considered that the BCAT catalyzed the reactions between BCAAs and the respective keto-acids in these organisms [20]. Pyridoxal 5′-phosphate-dependent BCAT (EC 2.6.1.42, PLP dependent-BCAT) [21] encoded by ilvE catalyzes the transfer of the amino group from glutamic acid to keto acids in Corynebacterium glutamicum. PLP-dependent enzymes are divided into five types [22]. Aminotransferases occurred in the types I and IV, and BCAT belonged to PLP fold type IV [21,23].
Bacteria possess a number of different aminotransferases according to the KEGG and UniProtKB entries [20]. However, only some of the aminotransferases have been characterized because of the extensive and overlapping substrate specificities, which are involved in the synthesis of amino acids [24]. Moreover, the general description listed in the UniProtKB entries does not elucidate the definite functions of the enzymes. If one of aminotransferases is absent, it usually results in the nonexistence of a phenotype [20]. Based on the above-mentioned results, we here deleted the ilvE and aspB genes in l-leucine producer C. glutamicum FA-1 to construct a strain FA-1△ilvE△aspB with no l-leucine production, and different types of aminotransferases were overexpressed to search for the specific aminotransferases to improve the l-leucine biosynthesis. The results indicate that the presence of specific aminotransferase can improve the production of leucine.

2. Results

2.1. Effect of Inactivation of ilvE Gene on BCAAs

The strain C. glutamicum FA-1 is a high-producing strain, which is used to produce l-leucine. The strain FA-1 is auxotrophic for l-isoleucine, which reduces the effect of l-isoleucine on l-leucine production (see Section 4). To interrupt the accumulation of BCAAs, we eliminated the BCAT activity by deleting the ilvE gene in C. glutamicum FA-1. In order to analyze l-leucine and/or l-valine synthesis in C. glutamicum FA-1△ilvE, we assayed growth on CGXIIG (CGXII medium containing glucose) [25] medium supplemented with different BCAAs, respectively. As shown in Figure 2, C. glutamicum FA-1△ilvE grew normally in CGXIIG medium supplemented with isoleucine plus valine or three BCAAs. In contrast, C. glutamicum FA-1△ilvE showed no significant growth in CGXIIG medium with isoleucine and leucine. This result showed that the strain C. glutamicum FA-1△ilvE was fully dependent on l-valine supply but not on the supply of l-leucine, and strongly reduced in growth without valine.
The agar plate experiments demonstrated that an additional enzyme which has the ability to synthesize leucine must exist in strain FA-1△ilvE. Subsequently, we fermented the strains FA-1 and FA-1△ilvE in shake flasks to demonstrate their productivity. As shown in Figure 3, the l-leucine concentrations of C. glutamicum FA-1 and C. glutamicum FA-1△ilvE were 28.11 ± 0.29 and 3.63 ± 0.14 g/L, respectively. In addition, the l-valine concentration of C. glutamicum FA-1 was 10.43 ± 0.26 g/L, whereas the l-valine concentration of C. glutamicum FA-1△ilvE was less than 1 g/L. Moreover, the glucose decreased rapidly during the growth phase and was completely consumed within 72 h for C. glutamicum FA-1. In contrast, the consumption of glucose was at a low level for C. glutamicum FA-1△ilvE, and the by-products were markedly increased because the pathway of glucose to BCAAs was blocked (Figure 5D). Due to the deletion of ilvE gene, the recombinant strain showed decreased level of aminotransferase activity, but the enzyme data clearly showed that C. glutamicum FA-1△ilvE still had weak activities for the formation of l-leucine (Table 1).
Based on the abovementioned results, we found that the productivity of l-valine greatly decreased after deletion of ilvE gene and drastically less valine had been produced, which cannot maintain the growth of strain FA-1△ilvE. Therefore, the normal growth could be restored by adding additional l-valine and l-isoleucine to the medium. The remaining ability to produce the l-leucine suggested that there maybe are other aminotransferases acting on transamination to biosynthesize L-leucine in FA-1△ilvE.

2.2. Effect of aspB on l-Leucine Production

Due to the fact C. glutamicum FA-1△ilvE still had weak activities for the formation of L-leucine, we studied the effects of many native aminotransferase genes from C. glutamicum FA-1 on BCAAs (data not shown). Among them, an aspartate aminotransferase (AspB) -coding gene aspB was cloned and expressed in ilvE strain to construct the recombinant strain C. glutamicum FA-1△ilvE/pEC-XK99E-aspB. Compared with the strain C. glutamicum FA-1△ilvE, the leucine production was enhanced to 20.81 ± 0.02 g/L by C. glutamicum FA-1△ilvE/pEC-XK99E-aspB (Figure 4). Interestingly, there was little change in the l-valine production as compared with C. glutamicum FA-1△ilvE. Moreover, the recombinant strain C. glutamicum FA-1△ilvE/pEC-XK99E-aspB exhibited much higher activity with leucine than the ilvE- strain (Table 1). On the other hand, the consumption of glucose was significantly higher than that of C. glutamicum FA-1△ilvE, whereas the by-products declined (Figure 5D). These results demonstrated that the aminotransferase-coding gene aspB could catalyze the biosynthesis of l-leucine. This may be why the strain C. glutamicum FA-1△ilvE could grow in the CGXIIG without exogenous l-leucine. To further determine the effect of aspB on l-leucine production, we inactivated the aspB gene based on the ilvE- mutant strain to construct a double mutant C. glutamicum FA-1△ilvE△aspB, and assayed growth performance on CGXIIG with different three BCAAs and aspartate. C. glutamicum FA-1△ilvE△aspB was fully dependent on the supply of three BCAAs plus aspartate (data not shown). In addition, activities in crude extracts of strains FA-1△ilvE and FA-1△ilvE△aspB grown on the CGXIIG were compared (Table 1), indicating that there is no detectable aminotransferase activity in strain FA-1△ilvE△aspB. Moreover, the glucose consumption of C. glutamicum FA-1△ilvE△aspB was lowest, and there were hardly any BCAAs during the fermentation (Figure 4).
By comparing the fermentation performance of C. glutamicum FA-1△ilvE/pEC-XK99E-aspB, C. glutamicum FA-1△ilvE, we found that the production of leucine was increased by expressing the gene aspB. Based on this, we speculated that AspB is also involved with l-leucine synthesis activity except for BCAT. From the Table 1, we found that BCAT was the important enzyme for l-leucine formation in parent strain, while the AspB exhibited lower enzyme activity. In addition, we performed growth experiments with strain FA-1△ilvE△aspB, the strain FA-1△ilvE still exhibited significant growth without leucine addition (Figure 1), while FA-1△ilvE△aspB couldn’t (data not shown), indicating that the growth of ilvE- strain did not require leucine supply owing to the presence of aspB, thus confirming that this inference was correct.

2.3. Effect of Different Aminotransferases on the Biosynthesis of l-Leucine or l-Valine

According to literature and database display, E. coli-derived aminotransferases gene tyrB and aspC encode aromatic amino acid aminotransferase and aspartate aminotransferase [26,27], respectively. B. subtilis-derived aminotransferase genes ywfG [28] and yhdR encode putative aspartate amino aminotransferases, and ybgE gene encodes BCAT [28]. The aminotransferase gene CaIlvE in C. acetobutylicum may encode the BCAT. The reason for interest in these aminotransferases is that due to the broad and overlapping substrate specificities, an aminotransferase could be involved in the synthesis of many amino acids. However, the affinity for substrates was different, which could lead to catalysis of different reactions in a particular environment by the same enzyme [29,30]. To search the specific aminotransferases for l-leucine or l-valine biosynthesis, the PLP-dependent fold type I aminotransferases TyrB, AspC, YwfG, and YhdR, and fold type IV enzymes YbgE and CaIlvE were investigated in the C. glutamicum FA-1△ilvE△aspB strain. The recombinant strains were cultured in shake flask fermentation containing three branched-chain amino acids and aspartate, respectively. As shown in Figure 5, the maximum l-valine production by C. glutamicum FA-1△ilvE△aspB/pEC-XK99E-ybgE and C. glutamicum FA-1△ilvE△aspB/pEC-XK99E-CaIlvE reached 10.04 ± 0.06 and 9.83 ± 0.11 g/L, respectively, indicating that the production of l-valine can be enhanced by overexpression of ybgE and CaIlvE genes. However, there was no significant increase in l-valine production by other recombinant strains as compared with C. glutamicum FA-1△ilvE△aspB (Table 2).
With the overexpression of these genes, the l-leucine production by C. glutamicum FA-1△ilvE△aspB/pEC-XK99E-tyrB, C. glutamicum FA-1△ilvE△aspB/pEC-XK99E-ybgE and C. glutamicum FA-1△ilvE△aspB/pEC-XK99E-CaIlvE was increased to 18.55 ± 0.42, 16.94 ± 0.29 and 16.03 ± 0.92 g/L, respectively (Figure 5). However, there were no differences in l-leucine production between other recombinant strains and C. glutamicum FA-1△ilvE△aspB (Table 2). In Table 2, we observe that the parameters of l-leucine and l-valine showed no obvious differences in strains FA-1△ilvE△aspB/pEC-XK99E-aspC, FA-1△ilvE△aspB/pEC-XK99E-yhdR and FA-1△ilvE△aspB/pEC-XK99E-ywfG. In addition, as shown in Table 3, the specific activities of aminotransferases in only three recombinant strains were higher than that of C. glutamicum FA-1△ilvE△aspB. This showed that the activity of aminotransferases was consistent with the production of amino acids. Figure 5D shows the by-products accumulation, indicating that the concentration of by-products was similar in the three recombinant strains FA-1△ilvE△aspB/pEC-XK99E-tyrB, FA-1△ilvE△aspB/pEC-XK99E-ybgE and FA-1△ilvE△aspB/pEC-XK99E-CaIlvE.
In a word, the results indicated that the product of tyrB gene exhibited high specificity for the biosynthesis of l-leucine but no activity for l-valine. On the other hand, the aminotransferases encoded by ybgE and CaIlvE genes can catalyze the transamination reactions between the l-leucine as well as l-valine and keto acid. However, the aspC, yhdR and ywfG encoding aminotransferases cannot catalyze the synthesis of l-leucine and l-valine.

3. Discussion

Aminotransferases catalyze the transfer of the amino group from glutamate to the precursors of the target amino acids in bacteria. BCAT, usually considered the last enzyme in BCAA sythesis, plays a vital role in the biosynthesis of BCAAs. In this study, we found that the BCAT-deficient strain C. glutamicum FA-1△ilvE exhibited the same cell growth rate during cultivating in CGXIIG media with or without l-leucine except for with l-isoleucine and l-valine, and accumulated a certain amount of l-leucine in fermentation broth (Figure 2). These results indicated that other aminotransferases must be involved in catalyzing the synthesis of l-leucine in vivo. After further investigation, we speculated that AspB is also involved in l-leucine synthesis in addition to BCAT, although BCAT was the major enzyme for l-leucine formation in parent strain, while the AspB exhibited lower enzyme activity.
Son et al. [31] have reported the crystal structural of the AspB (PDB code:5IWQ) from C. glutamicum ATCC 13032, and found that it is a homodimer protein, and the monomer consists of the core domain and the auxiliary domain. However, functional studies on this enzyme have not been reported on so far. For the first time we provided convincing proof that AspB was characterized for l-leucine synthesis activity. The production of l-leucine between FA-1△ilvE and the recombinant FA-1△ilvE/pEC-XK99E-aspB strains (Figure 3 and Figure 4) indicated that the AspB contributed to l-leucine synthesis. In addition, the ilvE- and aspB- double mutant strain required three branched-chain amino acids to maintain the cell growth (data not shown) and the l-leucine production of double mutant was less than 1 g/L (Figure 4), which strongly indicated that it is because of the presence of the AspB that the strain FA-1△ilvE can be grown in minimal medium without l-leucine.
In E. coli, the structure and functions of AspC and TyrB had been characterized [10,26,32]. In this study, we also studied the effect of AspC and TyrB on BCAAs production in C. glutamicum, and the results showed that TyrB had the specificity for l-leucine production, whereas AspC exhibited no activity on BCAA production (Table 4). This result was consistent with the study in E. coli [26]. Although both AspC and AspB belong to class I of aspartate aminotransferases, AspB is further sub-classified to subgroup Ic rather than subgroup Ia and subgroup Ib based on the special structure and the lower similarity of amino acid sequence with the other AspATs (aspartate aminotransferases) [31]. Compared with the other AspATs, AspB exhibited unique residues to stabilize the substrate and PLP cofactors [31]. The AspB may belong to the MocR subfamily of GntR-type helix-turn-helix transcriptional regulators according to the Pfam database. Based on this, the research on AspB still must be carried out. Moreover, YbgE and CaIlvE have the ability to synthesize the l-leucine and l-valine (Figure 5), and they both belong to the branched-chain amino acid family. For the current study on the BCAT, the existing BCATs act on three BCAAs in microorganisms [20,28,33,34,35], but whether the class enzymes can catalyze the synthesis of BCAAs still require further study due to the broad substrate specificities [15]. However, the YwfG and YhdR did not exhibit activity in the synthesis of l-leucine and l-valine.
Under the experimental conditions, we fermented all strains in shake flasks to demonstrate their productivity. With the inactivation of ilvE gene, the concentration of l-valine was less than 1 g/L by C. glutamicum FA-1△ilvE, and l-leucine production was reduced by 87.09% (from 28.11 to 3.63 g/L). These results indicate that the strain FA-1△ilvE still has another enzyme which can synthesize l-leucine. With aspB overexpressed, the l-leucine production was increased by 82.56% (from 3.63 to 20.81 g/L) by C. glutamicum FA-1△ilvE/pEC-XK99E-aspB, and the l-valine production was not changed. With aspB inactivated, the double mutant was auxotrophic for three BCAAs. Moreover, l-leucine and valine production were both less than 1 g/L by C. glutamicum FA-1△ilvE△aspB. These results indicating that AspB functions in synthesis of l-leucine and had no activities on l-valine. In conclusion, we developed the high-yielding strain to improve l-leucine and demonstrated the importance of aminotransferases involved in transamination reaction for the BCAAs production. Moreover, the present work firstly points out that AspB is also involved in l-leucine synthesis except for BCAT. In addition, we also found that the TyrB not only participates in the biosynthesis of l-leucine in E. coli, but also plays the same role in C. glutamicum. However, the YbgE and CaIlvE enzymes also have activity toward l-leucine and l-valine production, while the aminotransferases AspC, YhdR and YwfG had no catalytic activity for BCAAs production in this study. The l-leucine production was increased to 18.55 ± 0.42 g/L by the recombinant strain FA-1△ilvE△aspB/pEC-XK99E-tyrB.
These results indicated that optimizing the aminotransferases to switch its substrates specificities has great potential to improve the production of BCAAs, including leucine. However, the recombinant strain FA-1△ilvE△aspB/pEC-XK99E-tyrB accumulated a fair number of by-products with the low l-leucine productivity. Therefore, further optimizing l-leucine production with strain FA-1△ilvE△aspB/pEC-XK99E-tyrB will aim at increasing the carbon flux in l-leucine biosynthetic pathway by overexpressing the key enzymes in this pathway and/or at disrupting the biosynthetic pathway of by-products by deleting the key enzymes in by-products biosynthetic pathway. These results reported here could serve as a general concept and guidance for breeding high-yielding strains and producing l-leucine in industry.

4. Material and Methods

4.1. Bacterial Strains, Plasmids, and Growth Conditions

The bacteria and plasmids used in this study are listed in Table 4. The l-leucine-producing strain C. glutamicum FA-1 was derived from the wild-type strain C. glutamicum ATCC 13032, which was mutagenized by atmospheric and room temperature plasma (ARTP) biological breeding system (Si Qing Yuan Biotechnology Co., Ltd., Beijing, China). This strain was resistant to α-aminobutyric acid and α- thiazolylalanine, and auxotrophic for l-methionine and L-isoleucine. The E. coli strains grew in Luria-Broth (LB) medium at 37 °C with agitation at 100 rpm. LBG (LB supplemented with 5 g/L glucose) was used for C. glutamicum at 30 °C with agitation at 100 rpm. The minimal medium usually used for C. glutamicum was CGXII with 4% (w/v) glucose [25]. When appropriate, kanamycin (Kan 25 or 50 mg/L) was added to the medium. IPTG was added to a final concentration of 1 mmol/L.
For shake flask cultivation, the cells were grown in a 500 mL conical flask containing 50 mL seed medium for 12–18 h. The seed medium contained 30 g/L glucose, 25 g/L corn syrup, 5 g/L (NH4)2SO4, 1.3 g/L KH2PO4·3H2O, 0.4 g/L MgSO4·7H2O, 0.01 g/L MnSO4·H2O, 0.4 g/L methionine, 300 μg/L VB1, 200 μg/L VH, 10 g/L sodium citrate, 2 g/L urea, 10 g/L yeast extract and 20 g/L CaCO3. The fermentation medium contained 130 g/L glucose, 25 g/L corn syrup, 15 g/L (NH4)2SO4, 15 g/L CH3COONH4, 1.3 g/L KH2PO4·3H2O, 0.5 g/L MgSO4·7H2O, 0.01 g/L MnSO4·H2O, 0.06 g/L isoleucine, 0.7 g/L methionine, 0.5 g/L glutamic acid, 160 μg/L VB1, 50 μg/L VH, 2 g/L sodium citrate, 2 g/L urea and 30 g/L CaCO3. The fermentation medium was supplemented with 0.6 g/L valine to culture the ilvE- strain. The ilvE- aspB- strain and recombinant strains were also grown in fermentation medium supplemented 0.6 g/L l-valine, 0.6 g/L l-leucine and 1 g/L l-aspartate. All cells were cultured at 30 °C and shaken at 100 rpm. The fermentation lasted for 72 h.

4.2. Construction of Plasmids

The aminotransferase genes tyrB and aspC were derived from E. coli, aspB gene was derived from C. glutamicum, ybgE, yhdR and ywfG genes were derived from B. subtilis, and CaIlvE was derived from C. acetobutylicum. The genes and homologous-arm fragments for gene deletion were amplified using the corresponding primers listed in Table 5. The up- and down-stream homologous fragments of ilvE were cloned into pK18mobsacB via its attached Smal I and Sal I sites, the up- and down-stream homologous fragments of aspB were cloned into pK18mobsacB via its attached EcoR I/Hind III sites. The plasmids harboring different aminotransferase genes were constructed using the method of Sambrook et al. [36]. The tyrB and aspC fragments were amplified using the E. coli W3110 as templates and the aspB (Gene ID: 1021066) fragment from C. glutamicum ATCC 13032 was amplified. The ybgE, yhdR and ywfG fragments and the CaIlvE fragment were amplified using B. subtilis 168 and C. acetobutylicum ATCC 824 as templates.

4.3. Construction of Strains

C. glutamicum harboring recombinant plasmids were constructed based on the method of van der Rest et al. [37]. The ilvE- and ilvE- aspB- strains were made by using pK18mobsacB△ilvE and pK18mobsacB△aspB, respectively. Colonies were selected for Kan resistance to establish integration of the plasmid in the chromosome [38]. In the second round of positive selection by using sucrose resistance, colonies were selected for deletion of the vector [38]. The chromosome deletions were verified by PCR analysis using the primers according to the description of Table 5. The strategy used for allelic exchange in C. glutamicum was based on the method of Xu et al. [39].

4.4. Preparation of Cell Extracts and Enzyme Assays

Cell crude extracts were prepared as follows. Cell were harvested by centrifugation (12,000 rpm, 20 min) at 4 °C. C. glutamicum cells were suspended in 50 mM Tris-HCl, pH 8.0, and then cells were treated with lysozyme (20 mg/mL) at 37 °C for 1 h. Thus, the cell suspension was sonicated for 15 min on ice and the resultant sonicates were centrifuged at 12,000 rpm for 20 min at 4 °C, the supernatant fluid constituted the crude enzyme solution. The AT assay was based on the method of Marienhagen et al. [20]. Reaction mixtures contained, in a total volume of 1.0 mL, 100 mM Tris-HCl (pH 8.0), 0.25 mM pyridoxal-5′-phosphate, 5 mM α-ketoisovalerate or α-ketoisocaproate, and 10 mM sodium glutamate. The reaction was started by the addition of crude extract and was performed at 30 °C with 20 min. 30 μL of 5% perchloric acid was added to stop the reaction. The samples were centrifuged by the addition of 20 mM K2CO3 to remove the proteins and salts (12,000 rpm, 10 min, 4 °C). Subsequently, the l-leucine and l-valine were quantified by high-pressure liquid chromatography (HPLC). One enzyme unit was defined as that the amount of enzymes which converted 1 μmol l-leucine or l-valine per min at temperature of the assay. Protein concentrations were determined by the method of Lowry et al. [40].

4.5. Analytical Methods

Two milliliters of samples were taken from Erlenmeyer flasks every 4 h. One milliliter of samples was used to determine the biomass concentration by measuring the OD600 after an appropriate dilution or dry cell weight (DCW) per liter as described previously [41]. The other 100 μL of sample was diluted 100-fold to determine the glucose by an SBA-40E immobilized enzyme biosensor (Biology Institute of Shandong Academy of Sciences, Shandong, China). In addition, the supernatant of fermentation broth was also used to determine the concentration of amino acids and/or organic acids. The amino acids’ concentrations were determined by reversed-phase high-pressure liquid chromatography on an Agilent 1200 system (Agilent Technologies, Santa Clara, CA, USA) with DAD detection (338 nm) after automatic precolumn derivatization with ortho-phthaldialdehyde [41,42]. Separation was carried out at 40 °C on a dC18 column (particle size 5 μm, 4.6 mm × 250 mm, Thermo Fisher Scientific, Waltham, MA, USA). The elution buffer consisted of a polar phase (0.1 M sodium acetate, pH 7.2) and a nonpolar phase was prepared according to the description of Hou et al. [41]. Quantification was done by calculation of concentration using an internal standard. The organic acids’ concentrations were determined by HPLC (Agilent 1200) with UV detection (215 nm). Separation was carried out at 25 °C on a dC18 column (particle size 5 μm, 4.6 mm × 250 mm, Waters, Milford, MA, USA). The elution buffer consisted of a polar phase (0.01 moL/L KH2PO4) and a nonpolar phase (5% acetonitrile). Quantification was done by calculation of the peak area by the external standard method [41].

Author Contributions

J.-Z.X. and W.-G.Z. conceived and designed the experiments. L.-Y.F. and J.-Z.X. performed the experiments and analyzed the data. L.-Y.F. wrote the paper. All authors read and approved the final manuscript.

Funding

This research was funded by the National Natural Science Foundation of China (Grant number 31601459), Natural Science Foundation of Jiangsu Province (Grant number BK20150149), China Postdoctoral Science Foundation (Grant number 2016M590410) and National First-class Discipline Program of Light Industry Technology and Engineering (Grant number LITE2018-07). The APC was funded by National First-class Discipline Program of Light Industry Technology and Engineering (Grant number LITE2018-07).

Acknowledgments

We thank J.-L. Zhang for her careful work in revising this manuscript.

Conflicts of Interest

The authors declare that they have no conflicts of interest.

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Sample Availability: Samples of the compounds are available from the authors.
Molecules 23 02102 g001 550
Figure 1. Biosynthesis of BCAAs. The genes and enzymes are shown in italic font and in parentheses. AHAS (ilvBN) acetohydroxyacid synthase, AHAIR (ilvC) acetohydroxyacid isomeroreductase, DHAD (ilvD) dihydroxyacid dehydratase, BCAT (ilvE) branched-chain amino acid aminotransferase, IPMS (leuA) 2-isopropylmalate synthase, AspB (aspB) aspartate aminotransferase. Deletion of genes and the respective proteins are indicated by “X”.
Figure 1. Biosynthesis of BCAAs. The genes and enzymes are shown in italic font and in parentheses. AHAS (ilvBN) acetohydroxyacid synthase, AHAIR (ilvC) acetohydroxyacid isomeroreductase, DHAD (ilvD) dihydroxyacid dehydratase, BCAT (ilvE) branched-chain amino acid aminotransferase, IPMS (leuA) 2-isopropylmalate synthase, AspB (aspB) aspartate aminotransferase. Deletion of genes and the respective proteins are indicated by “X”.
Molecules 23 02102 g001
Molecules 23 02102 g002 550
Figure 2. Growth of different C. glutamicum strains on different medium. At the top is shown the C. glutamicum FA-1, and the C. glutamicum FA-1△ilvE is shown at the bottom. Growth was carried out on medium CGXIIG containing l-methionine with amino acids supplemented as indicated (each at 0.1 g/L).
Figure 2. Growth of different C. glutamicum strains on different medium. At the top is shown the C. glutamicum FA-1, and the C. glutamicum FA-1△ilvE is shown at the bottom. Growth was carried out on medium CGXIIG containing l-methionine with amino acids supplemented as indicated (each at 0.1 g/L).
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Molecules 23 02102 g003 550
Figure 3. Comparison of the C. glutamicum strains FA-1 and FA-1△ilvE during cultivation in shake-flasks with fermentation medium. (A) C. glutamicum FA-1, (B) C. glutamicum FA-1△ilvE. Solid squares: OD600, Hollow circles: Glucose, Solid triangles: l-leucine, Hollow triangles: l-valine. The data represent mean values and standard deviations obtained from three independent cultivations.
Figure 3. Comparison of the C. glutamicum strains FA-1 and FA-1△ilvE during cultivation in shake-flasks with fermentation medium. (A) C. glutamicum FA-1, (B) C. glutamicum FA-1△ilvE. Solid squares: OD600, Hollow circles: Glucose, Solid triangles: l-leucine, Hollow triangles: l-valine. The data represent mean values and standard deviations obtained from three independent cultivations.
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Molecules 23 02102 g004 550
Figure 4. Comparison of the C. glutamicum strains FA-1△ilvE/pEC-XK99E-aspB and FA-1△ilvE△aspB during cultivation in shake-flasks with fermentation medium. (A) C. glutamicum FA-1△ilvE/pEC-XK99E-aspB, (B) C. glutamicum FA-1△ilvE△aspB. Solid squares: OD600, Hollow circles: Glucose, Solid triangles: l-leucine, Hollow triangles: l-valine. The data represent mean values and standard deviations obtained from three independent cultivations.
Figure 4. Comparison of the C. glutamicum strains FA-1△ilvE/pEC-XK99E-aspB and FA-1△ilvE△aspB during cultivation in shake-flasks with fermentation medium. (A) C. glutamicum FA-1△ilvE/pEC-XK99E-aspB, (B) C. glutamicum FA-1△ilvE△aspB. Solid squares: OD600, Hollow circles: Glucose, Solid triangles: l-leucine, Hollow triangles: l-valine. The data represent mean values and standard deviations obtained from three independent cultivations.
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Molecules 23 02102 g005 550
Figure 5. Comparison of the different strains during cultivation in shake-flasks with fermentation medium. (A) C. glutamicum FA-1△ilvE△aspB/pEC-XK99E-tyrB, (B) C. glutamicum FA-1△ilvE△aspB/pEC-XK99E-ybgE, (C) C. glutamicum FA-1△ilvE△aspB/pEC-XK99E-CaIlvE, (D) by-products. Solid squares: OD600, Hollow circles: Glucose, Solid triangles: l-leucine, Hollow triangles: l-valine. The data represent mean values and standard deviations obtained from three independent cultivations.
Figure 5. Comparison of the different strains during cultivation in shake-flasks with fermentation medium. (A) C. glutamicum FA-1△ilvE△aspB/pEC-XK99E-tyrB, (B) C. glutamicum FA-1△ilvE△aspB/pEC-XK99E-ybgE, (C) C. glutamicum FA-1△ilvE△aspB/pEC-XK99E-CaIlvE, (D) by-products. Solid squares: OD600, Hollow circles: Glucose, Solid triangles: l-leucine, Hollow triangles: l-valine. The data represent mean values and standard deviations obtained from three independent cultivations.
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Table
Table 1. Specific activities of transamination enzymes with leucine and valine as substrates.
Table 1. Specific activities of transamination enzymes with leucine and valine as substrates.
StrainGrowth Conditions aAminotransferase Specific Activity
(mU/mg of Protein)
LeucineValine
FA-1+Ile18.12 ± 2.1210.07 ± 1.87
FA-1△ilvE+Ile + Val2.73 ± 0.92<1
FA-1△ilvE△aspB+Ile + Val + Leu + Asp<1<1
FA-1△ilvE/pEC-XK99E-aspB+Ile + Val17.39 ± 2.67<1
a The medium CGXIIG contained l-methionine. All data represent values of three determinations of three independent experiments ± SD.
Table
Table 2. Comparisons of shake flask culture parameters of BCAAs production by different strains.
Table 2. Comparisons of shake flask culture parameters of BCAAs production by different strains.
Strainl-Leucine (g/L)l-Valine (g/L)l-Alanine (g/L)
FA-1△ilvE△aspB<1<12.75 ± 0.23
FA-1△ilvE△aspB/pEC-XK99E-aspC<1<12.98 ± 0.72
FA-1△ilvE△aspB/pEC-XK99E-yhdR<1<12.69 ± 0.11
FA-1△ilvE△aspB/pEC-XK99E-ywfG<1<12.45 ± 0.35
All data represent values of three determinations of three independent experiments with ±SD.
Table
Table 3. Specific activities of transamination enzymes with leucine and valine as substrates.
Table 3. Specific activities of transamination enzymes with leucine and valine as substrates.
StrainGrowth Conditions aAminotransferase Specific Activity
(mU/mg of Protein)
LeucineValine
FA-1△ilvE△aspB/pEC-XK99E-tyrB+Ile + Val + Leu + Asp16.85 ± 1.19<1
FA-1△ilvE△aspB/pEC-XK99E-ybgE+Ile + Val + Leu + Asp16.11 ± 2.018.79 ± 1.33
FA-1△ilvE△aspB/pEC-XK99E-CaIlvE+Ile + Val + Leu + Asp15.94 ± 1.888.33 ± 1.28
FA-1△ilvE△aspB/pEC-XK99E-aspC+Ile + Val + Leu + Asp<1<1
FA-1△ilvE△aspB/pEC-XK99E-yhdR+Ile + Val + Leu + Asp<1<1
FA-1△ilvE△aspB/pEC-XK99E-ywfG+Ile +Val + Leu + Asp<1<1
a The medium CGXIIG contained l-methionine. All data represent values of three determinations of three independent experiments with ± SD.
Table
Table 4. Strains and plasmids used.
Table 4. Strains and plasmids used.
Strains and PlasmidDescriptionSource or Reference
Strains
E. coli
BL21(DE3)F- ompT gal dcm lon hsdSB (rB-mB-) λ(DE3)Strata gene
W3110Wild typeLab stock
C. glutamicum
ATCC 13032Type strainATCC
FA-1ilvE+aspB+Lab stock
FA-1△ilvEAs in FA-1, ilvE-This work
FA-1△ilvE/pEC-XK99E-aspBAs in FA-1△ilvE, aspB+This work
FA-1△ilvE△aspBAs in FA-1△ilvE, aspB-This work
FA-1△ilvE△aspB/pEC-XK99E-tyrBAs in FA-1△ilvE△aspB, tyrB+This work
FA-1△ilvE△aspB/pEC-XK99E-ybgEAs in FA-1△ilvE△aspB, ybgE+This work
FA-1△ilvE△aspB/pEC-XK99E-CaIlvEAs in FA-1△ilvE△aspB, CaIlv +This work
FA-1△ilvE△aspB/pEC-XK99E-aspCAs in FA-1△ilvE△aspB, aspC+This work
FA-1△ilvE△aspB/pEC-XK99E-yhdRAs in FA-1△ilvE△aspB, yhdR+This work
FA-1△ilvE△aspB/pEC-XK99E-ywfGAs in FA-1△ilvE△aspB, ywfG +This work
B. subtilis 168Wild typeATCC
C. acetobutylicum ATCC 824Wild typeATCC
Plasmids
pk18mobsacBIntegration vectorLab stock
pk18mobsacB-△ilvEpk18mobsacB carrying ilvE-L and ilvE-R geneThis work
pk18mobsacB-△aspBpk18mobsacB carrying aspB -L and aspB -R geneThis work
pEC-XK99EE. coli-C. glutamicum shuttle vector and KanrLab stock
pEC-XK99E-aspBpEC-XK99E with a 1.3 kb Kpn I/Xba I fragment containing aspB geneThis work
pEC-XK99E-tyrBpEC-XK99E with a 1.2 kb EcoR I/BamH I fragment containing tyrB geneThis work
pEC-XK99E-ybgEpEC-XK99E with a 1.0 kb EcoR I/BamH I fragment containing ybgE geneThis work
pEC-XK99E-CaIlvEpEC-XK99E with a 1.0 kb EcoR I/BamH I fragment containing CaIlvE geneThis work
pEC-XK99E-aspCpEC-XK99E with a 1.2 kb EcoR I/BamH I fragment containing aspC geneThis work
pEC-XK99E-yhdRpEC-XK99E with a 1.1 kb EcoR I/BamH I fragment containing yhdR geneThis work
pEC-XK99E-ywfGpEC-XK99E with a 1.2 kb Kpn I/Xba I fragment containing ywfG geneThis work
Table
Table 5. Primers used in this work.
Table 5. Primers used in this work.
PrimerSequence (5′ → 3′)Description or Reference
P1TCCCCCGGGCAAGCCTAGCCATTCCTC (Smal I)P1 to P4, primers for ilvE deletion
P2GCTCTAGACGTCTACCAGCAGTTCAAG (Xba I)
P3GCTCTAGATGGGATACGAAGTAGAAGAGC (Xba I)
P4ACGCGTCGACTTTCCAACCGTCAGCTG (Sal I)
P5ATGACGTCATTAGAGTTCAP5 and P6: primers for ilvE deletion identification
P6GGTCTTAAAACCGGTTGAT
P7GGGGTACCATGAGTTCAGTTTCGCTGC (Kpn I)P7 and P8: primers for aspB and aspB deletion identification
P8GCTCTAGATCTCCGCTGTATTCACTTTTAG (Xba I)
P9GGAATTCTATCTTGTGAACTCCCCCAG (EcoR I)P9 to P12, primers for aspB deletion
P10ACGCGTCGACTATCAACGATGCCATCCAG (Sal I)
P11ACGCGTCGACCCGAAGTTCAACAAGGTTCTG (Sal I)
P12CCCAAGCTTGGCCAGGCTCAAAATCTC (Hind III)
P13GGAATTCTGGAGAACCATCGCATGTTTC (EcoR I)P13 and P14: primers for tyrB
P14CGGGATCCTAATTTCACTGCAGGCTGGG (BamH I)
P15GGAATTCATGAATAAGCTTATTGAACGAG (EcoR I)P15 and P16: primers for ybgE
P16CGGGATCCTCACACTTCCACTGTCCAG (BamH I)
P17GGAATTCCAGCGTTAATCTACTCATCATG (EcoR I)P17 and P18: primers for CaIlvE
P18CGGGATCCTTTGCAACAGCCCATTC (BamH I)
P19GGAATTCATGAATAAGCTTATTGAACGAG (EcoR I)P19 and P20: primers for aspC
P20CGGGATCCTTACAGCACTGCCACAATCG (BamH I)
P21GGAATTCATGAAATTGGCTGGGTTATC (EcoR I)P21 and P22: primers for yhdR
P22CGGGATCCTGGATTGGAAGAGGAAGG (BamH I)
P23GGGGTACCATGGAAATAACACCGTCC (Kpn I)P23 and P24: primers for ywfG
P24GCTCTAGATTAGCGGGATGTTTCTTG (Xba I)
Underlining shows the restriction site for the enzyme indicated in parentheses.

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Feng, L.-Y.; Xu, J.-Z.; Zhang, W.-G. Improved l-Leucine Production in Corynebacterium glutamicum by Optimizing the Aminotransferases. Molecules 2018, 23, 2102. https://doi.org/10.3390/molecules23092102

AMA Style

Feng L-Y, Xu J-Z, Zhang W-G. Improved l-Leucine Production in Corynebacterium glutamicum by Optimizing the Aminotransferases. Molecules. 2018; 23(9):2102. https://doi.org/10.3390/molecules23092102

Chicago/Turabian Style

Feng, Li-Yan, Jian-Zhong Xu, and Wei-Guo Zhang. 2018. "Improved l-Leucine Production in Corynebacterium glutamicum by Optimizing the Aminotransferases" Molecules 23, no. 9: 2102. https://doi.org/10.3390/molecules23092102

APA Style

Feng, L.-Y., Xu, J.-Z., & Zhang, W.-G. (2018). Improved l-Leucine Production in Corynebacterium glutamicum by Optimizing the Aminotransferases. Molecules, 23(9), 2102. https://doi.org/10.3390/molecules23092102

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