Metabolic engineering of indole pyruvic acid biosynthesis in Escherichia coli with tdiD
Microbial Cell Factories volume 16, Article number: 2 (2017)
Indole pyruvic acid (IPA) is a versatile platform intermediate and building block for a number of high-value products in the pharmaceutical and food industries. It also has a wide range of applications, such as drugs for the nervous system, cosmetics, and luminophores. Chemical synthesis of IPA is a complicated and costly process. Moreover, through the biosynthesis route employing l-amino acid oxidase, the byproduct hydrogen peroxide leads the degradation of IPA. TdiD, identified as a specific tryptophan aminotransferase, could be an alternative solution for efficient IPA biosynthesis.
Escherichia coli strain W3110, which demonstrates basic production when supplied with tryptophan, was engineered for IPA biosynthesis. Several strategies were implemented to improve IPA production. First, through incorporating the codon-optimized tdiD into W3110, IPA levels increased from 41.54 ± 1.26 to 52.54 ± 2.08 mg/L. Second, after verifying the benefit of an increased phenylpyruvate pool, a YL03 strain was constructed based on a previously reported mutant strain of W3110 with a plasmid carrying aroF fbr and pheA fbr to further improve IPA production. The recombinant YL03 strain accumulated IPA at 158.85 ± 5.36 mg/L, which was 3.82-fold higher than that of the wild-type W3110 strain. Third, optimization of tdiD co expression was carried out by replacing the Trc promoter with a series of constitutively active promoters along with increasing the plasmid copy numbers. The highest IPA production was observed in YL08, which achieved 236.42 ± 17.66 mg/L and represented a greater than 5-fold increase as compared to W3110. Finally, the effects of deletion and overexpression of tnaA on IPA biosynthesis were evaluated. The removal of tnaA led to slightly reduced IPA levels, whereas the overexpression of tnaA resulted in a considerable decline in production.
This study illustrates the feasibility of IPA biosynthesis in E. coli through tdiD. An efficient IPA producing strain, YL08, was developed, which provides a new possibility for biosynthesis of IPA. Although the final production was limited, this study demonstrates a convenient method of IPA synthesis.
Indole pyruvic acid (IPA) is well known as the first step product in the IPA-pathway of the plant hormone indole-3-acetic acid (IAA) biosynthesis . IPA is also used as the precursor of the sweetener monatin  (Fig. 1). Chromopyrrolic acid can be produced from IPA directly, thereby generating indolocarbazole compounds with antitumor activities, such as staurosporine  (Fig. 1) and rebeccamycin . Furthermore, IPA constitutes the fundamental building block of bis-indolylquinones, such as terrequinone A  (Fig. 1), semicochliodinol, and hinnuliquinone . In recent decades, owing to their antiretroviral, anti-diabetes and cytotoxic bioactivities, these compounds have garnered significant attention .
Moreover, IPA itself is of high pharmaceutical importance. IPA has analgesic and sedative properties, particularly, its analgesic action does not induce drug resistance . For anxious people, IPA is a safe drug without withdrawal effects, and can help people release stress as well as generate feelings of relaxation and happiness . Besides, IPA counteracts endocrine improvement during stressful situations . After administration, serotonin and melatonin are the most prominent products of IPA, which have positive effects on insomnia . As a neuronal protecting agent , IPA maintains its antioxidant function to inhibit radical damage, and thus protects the brain from pathological impairment during aging . In addition, IPA is patented as a cosmetic agent for sun protection and anti-aging . And it could be a potential source of luminophores due to the characteristics of its chemiluminescence spectrum .
The chemical methods for IPA synthesis use either indole or tryptophan (Trp) as the initial raw material, but the procedures are complicated and costly [15, 16]. Biosynthesis, on the other hand, has a lot of advantages. Employing an l-amino acid oxidase or aminotransferase, Escherichia coli was able to successfully produce IPA from L-Trp [17, 18]. For the l-amino acid oxidase catalytic reaction, the synthesis of IPA is accompanied by the generation of hydrogen peroxide in equivalent mole ratio to IPA. Hydrogen peroxide can induce IPA degradation. Therefore, catalase activity either from the inducible and endogenous E. coli catalase  or exogenous catalase expression is required, in order to ensure IPA protection from the degradation mediated by hydrogen peroxide. Nevertheless, the remaining hydrogen peroxide can lead to oxidative stress [20, 21] as well as the undesired oxidation of further product. Therefore, elaborate regulation of catalase expression is necessary. However, through amino acid aminotransferase (AAT), the other product in addition to IPA would be an amino acid corresponding to the amino acceptor. Unlike the IPA biosynthesis process catalyzed by amino acid oxidase, no further steps were needed to remove the toxic byproduct and modulate redox balance when an AAT is utilized. Moreover, the accumulation of an amino acid as the other product, which is of great commercial value , provides an extra economic benefit. Therefore, in order to develop a universally applicable platform to improve IPA production and facilitate the biosynthesis of the follow-up sophisticated compound, utilization of an AAT is the optimal approach.
There are several AATs in E. coli. Similar to aspartate aminotransferase (AspC) and aromatic amino acid aminotransferase (TyrB), almost all of these enzymes are multispecific , and responsible for the synthesis of corresponding amino acids. In order to construct an IPA biosynthetic pathway with concise route, which can be accurately controlled without concerns for substrate preference, the utilization of an AAT with substrate specificity for Trp is desirable. Recently, with the elucidation of the terrequinone A biosynthesis pathway , tdiD derived from Aspergillus nidulans was characterized as an l-tryptophan:phenylpyruvate aminotransferase  (Fig. 1). This finding encourages the exploration of a new approach for IPA biosynthesis with TdiD in which only one catalysis step is needed to produce IPA from Trp. In this study, we demonstrate the construction of a new pathway for IPA production. The IPA producing pathway was established through recombinant expression of codon-optimized tdiD (tdiD co). IPA production was subsequently improved by increasing the substrate availability, blocking the branch pathway, and optimizing tdiD co expression. The influence of tnaA was also investigated in detail. Finally, an effective IPA production strain that can be engineered for further bioactive compound synthesis was developed. The procedure reported here represents a new vision into IPA biosynthesis and provides valuable perspective for this biological route.
Results and discussion
The incorporation of tdiD into E. coli W3110
TdiD catalyzes the transamination of L-Trp to form IPA. The two substrates, L-Trp and phenylpyruvate (PPA), are downstream metabolites of the shikimate pathway in E. coli. In addition to IPA, the other product is phenylalanine (Phe) which has extensive applications, functioning as a nutraceutical as well as the precursor for the generation of food additives and pharmaceutically active compounds . Here, we managed to improve the production of IPA using the transaminase TdiD supplemented with 2 g/L Trp.
tdiD co under the control of the Trc promoter was inserted into the medium-copy-number pET24b and named pTRCD (Table 1). Thus, E. coli strain WTRCD (Table 1) transformed pTRCD exhibited moderate TdiD expression. There was no distinct difference between W3110 and WTRCD in cell growth (Fig. 2a), indicating no detrimental effects caused by the existence of pTRCD. The WTRCD strain displayed enhanced IPA levels compared to the W3110 strain. Generally, the IPA production of W3110 and WTRCD increased continuously within 0–25 h, and maxed after 25 h of cultivation (the 0 h of cultivation started at the point of IPTG induction). At 25 h, the WTRCD strain produced a final titer of 52.54 ± 2.08 mg/L IPA, which is 26.48% more than the IPA produced in the W3110 strain (41.54 ± 1.26 mg/L) (Fig. 2b). After 25 h, IPA levels started to decrease in both strains, which can be ascribed to the decomposition . However, the IPA production of W3110 strain declined sharply while the IPA production in WTRCD strain decreased gradually (Fig. 2b). W3110 demonstrates basic IPA production due to the inherent multispecific AATs, which could convert Trp into IPA when supplied with Trp. AspC and TyrB, which have been used for IPA synthesis as an intermediate step in previous reports [1, 18], were considered as the main enzymes for the IPA basic production in W3110 strain. And this assumption has been verified by the negligible IPA production in the aspC and tyrB mutants strain which is indicated in the following section (Fig. 4b). AspC is in favor of the reverse reaction converting IPA to Trp [27, 28]. On the other hand, though TyrB catalyzes the reaction with a much lower Km than AspC , its expression is severely repressed by the products [30, 31]. Therefore, after 25 h cultivation, IPA biosynthesis in W3110 were repressed while the consumption and degradation of IPA continued, resulting in the dramatically reduced IPA concentration.
PPA feeding experiment
Equal molar amounts of Trp and PPA are needed for IPA biosynthesis through TdiD. The availability of both substrates is crucial for achieving the maximum production of IPA. Although an endogenous metabolite, native PPA might exist at a trace quantity. Thus, the insufficiency of PPA could be a bottleneck of the IPA biosynthesis in WTRCD strain. In order to investigate this possibility, sodium PPA (1.86 g/L, 10 mM) was added together with 0.5 mM IPTG at the same time to the medium containing Trp (2 g/L, 10 mM). The growth rate, substrate, and products concentrations were constantly monitored. As shown in Fig. 2, after PPA addition, cell growth of the WTRCD strain was hindered at the initial stage, although the final cell density was similar to that of the control. IPA production increased quickly from 0 to 5 h and reached 23.52 ± 3.71 mg/L at 5 h, which was approximately 3 times higher than that in the WTRCD strain without PPA supplementation. During the 5–20 h incubation time, IPA production of the WTRCD strain with PPA was enhanced 2- to 3-fold compared to the strain without PPA. However, the advantage in production disappeared after 20 h and the final IPA amount produced by WTRCD with PPA was only slightly higher than that of the strain without PPA (Fig. 2b). This decline might due to the rapid reduction in PPA levels over time. The relative concentration of PPA dropped from 100 to 25.27% in 10 h, remained 3.22% at 15 h, and was undetectable after 20 h (Fig. 2c). The maximum amount of Phe was observed at 20 h with a concentration of 0.86 ± 0.06 g/L (5.21 mM). This suggested that only 52.10% of PPA had been subjected to transamination, and the rest could undergo the degeneration process resulting from the instability of PPA. Meanwhile, 24.07 mg/L (0.12 mM) IPA was produced at 20 h through TdiD, which was correspondent to only 0.12 mM PPA consumption. Therefore, a large majority of PPA was transformed into Phe by other inherent AATs, such as AspC, TyrB and IlvE [24, 32] (Fig. 3).
The fermentation results observed during the initial 20 h indicate that the supply of PPA could efficiently enhance IPA production (Fig. 2). However, the growth impairment and instability of PPA make it inappropriate to be as an exogenous supplement as is typically done with Trp. Furthermore, it is necessary to prevent PPA from being utilized by other AATs. Therefore, augmentation of the availability of PPA and blocking the PPA-consumption branch pathways should be the next steps.
Increased PPA pool for IPA production
The PPA formation pathway is part of the shikimate pathway for aromatic amino acid synthesis in E. coli (Fig. 3). Eliminating the branch pathways and side reactions were the first considerations for improving the supply of PPA. Chorismate (CHA) is the common intermediate of Phe, tyrosine (Tyr), and Trp biosynthesis. The Tyr pathway can be disrupted via deletion of tyrA. However, the Trp pathway is retained in this case since Trp is also a substrate for IPA biosynthesis. In addition, AspC, TyrB, and IlvE (branched chain amino acid aminotransferase), which are responsible for the conversion of PPA into Phe, should be inactivated. According to a previous study , double deletion of aspC and tyrB can effectively improve PPA concentration and enhance the downstream product production. Furthermore, knockout of ilvE was shown to reduce Phe production, but had little effect on PPA or the downstream product, and resulted in a multi-auxotrophic strain. Therefore, the tyrA, tyrB, and aspC mutants  were used for IPA biosynthesis in this study to limit carbon flux diversion away from the heterogonous pathway (Fig. 3).
The tyrA, tyrB and aspC triple deletion strain Sun21  generally loses IPA-producing capacity (Fig. 4b). This result confirms that TyrB and AspC are the major AATs responsible for basal IPA production. Then, pTRCD was introduced into the mutant strain, named YL01. Both the Sun21 and YL01 strains exhibited growth inhibition, resulting in 88.26 and 84.78% max cell density relative to the W3110 strain, respectively (Fig. 4a). This diminished cell growth can be attributed to the three inactivated genes. Unlike the WTRCD strain in which TdiD along with the native AATs work together for IPA synthesis, TdiD serves as the only enzyme for IPA production in YL01. As shown in Fig. 4b, the W3110 strain accumulated higher IPA production in the first 25 h, while the YL01 strain surpassed it in the subsequent 30–45 h of fermentation time. By 30 h, the YL01 strain accumulated 36.72 ± 0 mg/L (18.86 ± 0.32 mg/g DCW) IPA through the transaminase activity of TdiD, which was 88.40% IPA production and 96.18% IPA specific production relative to that of the W3110 strain at 25 h. Therefore, the reconstitution of tdiD co in the mutant strain Sun21 largely regained Trp transamination ability and restored the basal IPA levels of the wild-type strain. The producing capacity exhibited by the YL01 strain confirms the promising role of TdiD in IPA biosynthesis.
In order to elevate the carbon flux in the PPA synthetic pathway and thus effectively enhance the supply of precursor, overexpression of the feedback resistance of DAHP (3-deoxy-d-arabino-heptulosonate-7-phosphate) synthase (aroF fbr) and chorismate mutase/prephenate dehydratase (pheA fbr) are common strategies [24, 33]. The strains harboring the aroF fbr and pheA fbr expression plasmid pSUFAQ  in Sun21 and YL01 were YL02 and YL03, respectively (Table 1). As illustrated in Fig. 4c, large amounts of Phe were accumulated in the YL02 and YL03 strains, indicating that the carbon flux had been redirected to the Phe pathway. Since PPA is a transient metabolite and can be rapidly converted into Phe by TdiD and the residual IlvE, the quantity of Phe indicated the existence of a sufficient PPA pool. However, the YL02 and YL03 strains showed significant growth delay. This negative impact might be caused by the carbon flux decrease in the TCA cycle . In spite of this, the maximum cell density attained by YL02 and YL03 were similar to that of W3110. YL02 produced negligible levels of IPA as Sun21 since the deficiency of AATs almost abolished IPA formation in both strains (Fig. 4b). With the reinforcement of linear flux from glucose to PPA, YL03 had the highest IPA production. The max IPA level was 158.85 ± 5.36 mg/L at 50 h, which is approximately 3.82-fold higher than that of the wild-type W3110. Moreover, YL03 had a max IPA specific production of 67.27 ± 2.11 mg/g DCW, corresponding to a 3.43-fold improvement compared to W3110 (Fig. 4d). As shown in Fig. 4b, the IPA production of YL03 increased continually and reached plateaus after 45 h. Compared to the IPA production profile of YL01 strain (parent strain of YL03, without pSUFAQ), this demonstrated that slowly reduced IPA concentration in YL01 after 30 h was due to the inadequate of PPA, not the consumption of IPA and the repressed enzyme expression as in W3110.
In previous reports, engineered PPA synthetic pathways have been expanded to obtain a lot of valuable products [24, 32, 33, 35]. In this study, the PPA pathway was engineered for enhanced IPA biosynthesis. The stimulation of IPA production accompanied by a certain amount of Phe production renders the IPA producing strain a multi-use platform in the future.
Optimization of tdiD co expression levels
As the IPA production shown above, pTRCD in YL01 can only compensate for the loss of the two major multispecific native AATs for IPA formation. This suggests that the expression of tdiD co could be a potentially regulatory element in IPA biosynthesis.
For fine-tuning gene expression, a constitutive system is better than an inducible conditional system . Constitutive expression of tdiD co can isolate the external effect and sustain amino transfer function throughout cultivation. A series of constitutive promoters with a wide range of strength are likely involved in the regulation. The RecA promoter is a native E. coli promoter with strong intensity that is repressed by LexA under normal conditions [37, 38]. By abolishing the LexA binding site and mutagenesis, Oxford Genetics Ltd. (UK) constructed a series of constitutive promoters based on RecA. Among them, OXB20 is the most efficient promoter and OXBP1 is the weakest promoter. With increasing strength, OXB12, OXB14, OXB16, OXB18, and OXB20 cover a wide range of weak, moderate, and powerful promoters. These five constitutive promoters were applied to the tdiD co fine tune expression strategy.
Another considerable factor accounting for the modulation of plasmid gene expression is the copy number. The absence of ROM coding region leads to a 2- to 3-fold increase in plasmid copy number. In addition, a mutation 108A (108C) in the pBR322 origin could contribute to a 6- to 8-fold increase in copy number [39, 40]. Based on the previous study , conducting rom deletion, site-directed mutagenesis, and the combination of the two methods resulted in three high-copy-number vectors pDRD, pMOD, and pDMD (Tables 1, 2).
Accordingly, eight plasmids were constructed. p12D, p14D, p16D, p18D, and p20D each contained five different constitutive promoters (Table 1). pDRD, pMOD, and pDMD had the same OXB20 promoter, but differed in plasmid copy number (Tables 1, 2). Theoretically, these eight plasmids represent the varying tdiD co expression levels. These plasmids were co-transformed into Sun21 with pSUFAQ to create the YL04–YL11 strains. To explore the effect of different levels of tdiD co expression on growth, the biomass of these producing strains in the final stage of fermentation were examined (Fig. 5a). Compared to YL03, the YL04–YL09 strains harboring p12D–p20D and pDRD, respectively (Tables 1, 2) had no apparent influence on growth and a slight increase in final biomass was observed. In contrast, YL10 showed minor growth inhibition and YL11 suffered severe growth delay; the final dry cell weight of YL11 was only about 50% of the other strains. This growth impairment might result from the metabolic burden imposed by the excessively high copy number.
For the YL04–YL08 strains, the increase in IPA production generally correlated with the improvement of promoter strength except for YL06 and YL07 (Fig. 5a). Remarkably, YL06-YL08 exhibited elevated IPA levels compared to YL03. The production of IPA in YL06 reached 181.54 ± 11.67 mg/L and YL07 reached 167.1 ± 4.08 mg/L, which increased 1.14 and 1.05 fold, respectively compared to YL03 (Fig. 5a). Moreover, YL08 showed the best IPA production performance with IPA levels of 236.42 ± 17.66 mg/L, a nearly 1.5-fold enhancement compared to YL03. In addition, the ascensive tendency was maintained throughout cultivation (Fig. 5b). Constitutive expression strategies have been widely applied in metabolic engineering to improve the accumulation of target products [41, 42], and in some cases stronger constitutive promoter could bring a better production . These results, together with the previous reports, demonstrate that the constitutive expression and gradual increase of promoter strength promote the production. In contrast, the strains with a high-copy-number plasmid did not produce similar beneficial effects. IPA production in YL09 did not significantly improve. Moreover, subsequent enhancement of plasmid copy number was adverse to IPA accumulation. YL10 and YL11 exhibited sharply reduced IPA levels when a maximum concentration of 28.33 ± 6.32 mg/L (YL10) and 22.42 ± 7.27 mg/L (YL11) was obtained. This dramatic decreased IPA production was even lower than that in the wild-type W3110: only 62.23 and 49.25% of that in W3110, respectively. Compared to pTRCD in YL01, which was capable of regaining a similar production profile to that of W3110, pMOD and pDMD in YL10 and YL11, respectively, demonstrated diminished TdiD value. These results are consistent with a previous study  showing that the performance of enzyme encoded in plasmid did not improve as the plasmid copy number increased. Furthermore, the extremely high plasmid copy number resulted in loss of enzyme activity . In addition, in YL10 and YL11, the substantial reduction of IPA production was accompanied by a decrease in Phe concentration (Fig. 5b). A possible explanation for this may be the increased expression of tdiD co induced high metabolic stress in E. coli and disturbed the expression of pSUFAQ. Despite the same low IPA levels, the mechanism for considerably reduced IPA production in YL04 was essentially different from that in YL10 and YL11. The insufficient tdiD co expression due to the weak promoter strength of OXB12 was responsible for the loss of IPA production in YL04. The above findings demonstrate that a modest increase in tdiD co expression benefited IPA biosynthesis.
Until now, few researches have focused on the direct production of IPA. In a previous report, 200 mg IPA was obtained from 500 mg Trp through immobilized enzymes in a continuous flow reactor . And another research achieved preeminent IPA production through a novel oxidase when supplied with an enormous amount of Trp, but extra catalase was still necessary for reaching the highest production . At the shake flask fermentation under the condition of 2 g/L Trp, YL08 enabled an effectively enhanced IPA production (236.42 ± 17.66 mg/L), and the IPA specific production was 95.69 ± 4.91 mg/g DCW, representing a 5.19- and 4.88-fold increase over W3110, respectively. However, the max IPA production still has not reached a satisfactory level. Based on the final IPA and Phe concentrations, even in YL08, only 25.62% of the PPA pool was employed by TdiD. Despite the existence of IlvE as a competitor, the primary reason might be the insufficient TdiD catalytic activity. Therefore, further research should focus on engineering the enzymatic activity of TdiD.
tnaA influence on IPA synthesis
Tryptophanase catalyzes the decomposition of Trp into indole, ammonium, and pyruvate . Deletion of the tnaA gene has been a common strategy for improved Trp biosynthesis production in E. coli [47, 48]. The expression of tnaA is induced by surplus Trp , and is inhibited by catabolite repression . However, analysis of IPA biosynthesis in E. coli BL21 showed that deletion of tnaA did not have a positive effect on IPA production but resulted in a 7% reduction (Additional file 1: Figure S1).
To fully explore the potential role of tnaA in IPA production, a tnaA knockout strain of Sun21 was constructed and named Zhu01. p20D and pSUFAQ were simultaneously expressed in Zhu01 to create the YL12 strain. Furthermore, a complete tnaA expression cassette (including Trc promoter and T7 terminator) was inserted into p20D, resulting in pTAD. pTAD was co-transformed with pSUFAQ in either Sun21 or Zhu01 to generate YL13 or YL14, respectively. The four strains represent different tnaA expression levels (Fig. 7b). IPA production, Trp and indole concentration as well as the growth rate of each strain were evaluated (Figs. 6, 7). Deletion of tnaA in YL12 strain had no significant impact on IPA production, and only led to slight decrease of IPA production and specific production (91.69 and 96.24% of YL08, respectively) (Fig. 6). On the other hand, the IPA production of tnaA overexpression strains (YL13 and YL14) sharply declined, which were as low as 32.16 and 31.55% of YL08, respectively (Fig. 6). There were no obvious differences in Trp concentrations between the four strains throughout the cultivation (Fig. 7c). Therefore, the fluctuation in IPA production was not due to the Trp availability.
Overexpression of tnaA in YL13 and YL14 strains enabled a significant increase in indole production, while the deletion of tnaA in YL12 led to the complete loss of the indole-producing ability (Fig. 7d). The maximum indole levels of YL13 and YL14 were both around 70 mg/L (Fig. 7d). Although up to 357 mg/L indole was required for serious inhibition of growth caused by its ionophore action , a slight growth obstruction could still be observed in YL13 and YL14 (Fig. 7a). Despite the decomposition of Trp for the certain indole production, YL13 and YL14 strains shared similar Trp concentration to YL08 strain. Therefore, more carbon flux partitioning at the CHA nod of YL13 and YL14 strains might be governed towards the Trp biosynthesis pathway, such that the PPA pool is diminished. The assumption is supported by the Phe production in YL13 and YL14 that decreased to only 70.78 and 65.17% of YL08 relatively. This could explain why YL13 and YL14 both demonstrated reduced IPA production. However, the reason for the tenuous loss of IPA production as a result of tnaA deletion is still unclear. Possible explanations might include the effect on TdiD enzyme activity and disturbance of Trp uptake.
IPA production with various concentrations of Trp supplement
Even in the best performing strain YL08, certain amount of Trp was remained at the end of fermentation (Fig. 7c). In order to figure out whether or not there is feedback effect of Trp, other than 2 g/L Trp, 0 g/L, 0.5 g/L, 1 g/L and 4 g/L Trp were also used to investigate their effect on IPA biosynthesis of YL08 strain. The cell growth, IPA production and Trp levels of YL08 strain were determined (Fig. 8). The growth of YL08 in the mediums containing various concentrations of Trp were similar and better than in the media without Trp supplement (Fig. 8a). Without Trp (0 g/L), the IPA production was negligible and the IPA production gradually enhanced as the exogenous Trp concentration increased (Fig. 8b). YL08 strain supplied with 4 g/L Trp has the maximum IPA production (318.09 ± 7.56 mg/L), which was 1.34-fold higher than the IPA production with 2 g/L Trp supplement. Moreover, IPA productivity also elevated as the Trp concentration increased. The highest IPA productivity was obtained with 4 g/L Trp supplement and reached 6.32 ± 0.36 mg/L/h. Since substrate inhibition usually leads to the severely decreased cell mass and product formation rate as the substrate concentration increases [52, 53], here up to 4 g/L Trp showed no obvious substrate feedback for IPA production.
Provided with 4 g/L Trp, YL08 strain achieved significant IPA specific production (137.24 ± 6.37 mg/g DCW) (Fig. 8c). However, when the Trp concentration increased from 0.5 to 1 g/L, then 2 and 4 g/L, the corresponding IPA specific production only had a 1.66-, 1.57- and 1.46-fold increase respectively (Fig. 8c). As discussed above, IlvE could be a strong competitor for the PPA pool. Thus the limited PPA concentration for IPA production might be the main reason for the disproportionate improvement of IPA specific production as the Trp concentration increased. Figure 8d showed the Trp concentration profile of the YL08 strain with different Trp supplement. From 0 to 40 h, the Trp levels of the culture decreased slowly, but then started to increase after 45 h fermentation time. Possible explanation might be the endogenous Trp biosynthesis through the shikimate pathway.
Consequently, future attempt to increase IPA biosynthesis production should be addressed from improvement of enzyme activity and substrate affinity of TdiD. Meanwhile, instead of exogenous supplement, Trp biosynthesis from glucose through inherent pathway should be performed as well. Strategies  for further shikimate pathway engineering could be implemented for simultaneous sufficient supply of both Trp and PPA without artificial addition.
In this study, a series of strains for IPA biosynthesis were established. The YL03 strain exhibited a 158.85 ± 5.36 mg/L IPA production, representing a 3.82-fold increase over that in the wild-type W3110. Furthermore, YL08 showed the best exaltation with IPA titers and was capable of producing 236.42 ± 17.66 mg/L IPA in flask cultivation. This represents an excellent starting point as a new avenue for future IPA biosynthesis via TdiD. Construction of the YL08 strain involved engineering the biosynthetic pathway and optimizing tdiD co expression levels. Following study aimed at identifying the role of tnaA in IPA biosynthesis. In addition to the consistent unfavorable influence, there was some discrepancy between the effects of tnaA deletion and its overexpression on IPA production. Finally, the IPA production with various concentrations of Trp supplement indicated that higher Trp concentration would benefit the IPA production. Overall, this study provides detailed evidence and serves as a useful resource for the future research.
Strains and chemicals
The strains and plasmids used in this study are listed in Table 1. E. coli strain DH5α was purchased from Transgene Bio (Transgene Biotechnology Co. Ltd. Beijing, China) for gene cloning. For IPA biosynthesis, E. coli strains W3110, mutant Sun21, and plasmid pSUFAQ were kindly donated by Professor Sheng Yang (Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China). Strains were maintained as glycerol stocks at −80 °C. The IPA sample was purchased from Sigma. All the other chemicals were purchased from Sangon Bio (Sangon Biotechnology Co. Ltd. Shanghai, China). Restriction endonucleases, DNA polymerases, and T4 DNA ligase were purchased from Takara Bio (Takara Biotechnology Dalian Co. Ltd., China) or Sangon Bio.
Lysogeny broth (LB) medium containing 10 g/L tryptone, 5 g/L yeast extract, and 10 g/L NaCl was used for E. coli cultivation. For IPA biosynthesis, E. coli strains were cultured in A medium composed of the following components (1 L): 20 g glucose, 2 g (NH4)2SO4, 13.6 g KH2PO4, 0.2 g MgSO4·7H2O, 7.5 × 10−3 g CaCl2, 5 × 10−4 g FeSO4·7H2O, 2 g Trp, 0.2 g Tyr, and 3 g aspartic acid. The pH was adjusted to 7 by the addition of NaOH. If required, antibiotics were added at appropriate concentrations: kanamycin 50 g/L, ampicillin 100 g/L, or chloramphenicol 35 g/L.
Gene cloning was conducted according to standard protocols . Gene splicing and site-directed mutagenesis were carried out according to a previously published PCR-mediated technique . PCR primers, tdiD co and OXB18 promoter were synthesized by Sangon Bio. The sequence of tdiD co was deposited in GenBank under the accession number KX594383.
All primers used in this study are listed in Additional file 1: Table S1. To construct pTRCD, PCR-amplified tdiD co from pUC57-D using the primers tdiDco-F/tdiDco-R was digested with NdeI/NotI and cloned into the NdeI/NotI site of the tdiD gene removed pET24b-tdiD, resulting in pT7D. The tdiD co in pT7D completely replaced the tdiD in pET24b-tdiD. Next, the Trc promoter amplified from pBJEI-6409 with the primers Trc-F-1/Trc-R-1 was substituted for the T7 promoter at the BglII/NdeI site of pT7D to generate pTRCD. The promoter changes mentioned below were all performed using the same approach through the BglII/NdeI site. The OXB18 promoter was amplified from pUC57-18 using the primers 18-F/18-R and substituted with the Trc promoter in pTRCD to obtain a new plasmid named p18D. OXB12, OXB14, OXB16, and OXB20 promoters are mutants of OXB18 promoter. To generate the OXB14 promoter, two PCR products were amplified from the OXB18 promoter in p18D with the primers 18-F/14-1 and 14-2/18-R, respectively. Then the two overlapping fragments were fused through overlap extension PCR to obtain full length OXB14 using the primers 18-F/18-R. The OXB14 promoter was subsequently cloned into p18D, and replaced the OXB18 promoter to yield p14D. A similar method was used to construct p20D. Using OXB20 in p20D as the template, the promoters OXB12 and OXB16 were also constructed with different combinations of corresponding primers with 18-F/18-R. They were then used to obtain plasmids p12D and p16D, respectively. To construct the pDRD plasmid, the linear plasmid backbone was amplified from p20D using the primers DR-F/DF-R to remove rom and ligated together by the added restriction site SalI. To generate pMOD, the mutational pBR322 origin was obtained though overlap PCR with primers (MO-1 to MO-4) containing the mutation within the origin region [108A (108C)]. Then, the mutated pBR322 origin was ligated with the plasmid backbone amplified from p20D using primers MO-5/MO-6, by the added restriction site NcoI. Deletion of rom in pMOD was accomplished by the same means used for pDRD with the same primers DR-F/DR-R to produce pDMD. Construction of the tnaA expression cassette consisted of amplification of the Trc promoter from pTRCD using the Trc-F-2/Trc-R-2 primers, amplification of tnaA from W3110 with primers tnaA-F/tnaA-R, amplification of the T7 terminator from pTRCD with primers Ter-T7-F/Ter-T7-R, and the fusion of the three fragments through overlap extension PCR. The resulting hybrid sequence amplified from the above three products with primers Trc-F-2/Ter-T7-R, which contained the tnaA gene flanked by the Trc promoter and T7 terminator, was incorporated into p20D through the single restriction site BglII to generate pTAD.
Construction of tnaA deletion mutant
The deletion of tnaA was achieved using a one-step inaction method . Generally, the PCR fragment used to mediate gene replacement for tnaA was amplified from pKD13 using the primers p1-tnaA/p4-tnaA and electroporated into the competent Sun21 strain harboring pKD46. After confirmation of the replacement by PCR with the primers kan-up/kan-down, kanamycin-resistance (KmR) marker was removed by pCP20 to generate the finally tnaA deletion strain, Zhu01. Verification of the disruption was conducted by PCR with primers up-tnaA/down-tnaA and DNA sequencing
Shake flask fermentation for IPA biosynthesis in E. coli
Overnight LB medium culture (2 mL) was inoculated in 250 mL Erlenmeyer flasks containing 50 mL of A medium. The cultures were first maintained in a shaker at 37 °C and 250 rpm. When the OD600 reached around 0.7–1.0, a final concentration of 0.5 mM IPTG was added. For the PPA feeding experiment, 1.86 g/L sodium PPA was supplemented at the same time of IPTG. The temperature was then reduced to 25 °C for enhanced soluble expression of proteins. In order to keep the stability of IPA, the cultures were kept in dark throughout the growth period. Every 5 h, 0.5 mL samples were taken out. A portion of the samples were used for cell density tests, and the rest were centrifuged at 4 °C and 10,000 rpm for 10 min. The supernatants were then stored at −20 °C for subsequent IPA and HPLC detection. All the experiments in this report were conducted in three independent replicates.
Determination of bacteria biomass
In order to monitor cell growth, the optical density of the culture was determined by measuring the absorbance at OD600 using an UV2300 UV–Vis (ultraviolet–visible) spectrophotometer (Techcomp, Shanghai, China) after an appropriate dilution. For the dry cell weight (DCW) measurement, 10 mL of culture broth was collected by centrifugation at 10,000×g for 10 min in a pre-weighed tube. Harvested cell was washed twice with deionized water, and then dried at 90 °C to a constant weight. Dry cell weight was calculated using the formula obtained in this work: DCW (g/L) = 0.28 × OD600.
Salkowski reagent has been widely used to estimate IAA production through a colorimetric method [57–59]. The measurement results obtained with the Salkowski reagent share a similar dynamic tendency to HPLC results . However, an accurate analysis  reveals that, besides IAA, Salkowski reagent can also react with IPA, and indole acetamide (IAM). When used in a reaction with IPA, the Salkowski reagent can provide precise measurements of AAT activity, and the accuracy of the method has been demonstrated . In this study, without IAA and IAM in E. coli, the Salkowski reagent can be a suitable way for IPA quantification.
Among the three formulations of the Salkowski reagent, the PC technique is the most sensitive and specific . Trp barely responds to the PC reagent, but its appearance improves the sensitivity towards IPA. When tested, the concentration of Trp in all samples and the standard were adjusted to 1 g/L. The supernatant was diluted 20 or 40 times with culture medium and water, then 0.5 mL of the sample was mixed with 0.5 mL of the PC reagent, which consists of 12 g/L FeCl3 and 7.9 M H2SO4. After 30 min incubation in the dark at room temperature, absorbance was read at 530 nm using the UV2300 UV–Vis spectrophotometer. IPA production was calculated from the standard calibration curve.
The concentrations of Trp, PPA, Phe, and indole were determined using an Agilent 1260 series HPLC (Agilent Technologies, USA) equipped with a UV–Vis diode array detector. A ZORBAX SB-18 column (5 μm, 4.6 × 150 mm) maintained at 35 °C was used for sample separation. The mobile phase consisted of 0.03% KH2PO4 water (solvent A) and methanol (solvent B) with a 1 mL/min flow rate. After injection of 10 μL diluted sample, the gradient was proceeded as follows: 20% B (0–2 min), 60% B (4–8 min), 100% B (14–19 min), and 20% B (20–25 min). The wavelength used to detect Phe and PPA was 215 nm, whereas the wavelength used to detect Trp and indole was 280 nm.
amino acid aminotransferase
indole pyruvic acid
Romasi EF, Lee J. Development of indole-3-acetic acid-producing Escherichia coli by functional expression of IpdC, AspC, and Iad1. J Microbiol Biotechnol. 2013;23:1726–36.
Mori K, Takemoto T. Method for producing monatin. US Patent 7396941. 2008.
Asamizu S, Kato Y, Igarashi Y, Furumai T, Onaka H. Direct formation of chromopyrrolic acid from indole-3-pyruvic acid by StaD, a novel hemoprotein in indolocarbazole biosynthesis. Tetrahedron Lett. 2006;47:473–5.
Howard-Jones AR, Walsh CT. Enzymatic generation of the chromopyrrolic acid scaffold of rebeccamycin by the tandem action of RebO and RebD. Biochemistry. 2005;44:15652–63.
Balibar CJ, Howard-Jones AR, Walsh CT. Terrequinone A biosynthesis through l-tryptophan oxidation, dimerization and bisprenylation. Nat Chem Biol. 2007;3:584–92.
Schneider P, Weber M, Rosenberger K, Hoffmeister D. A one-pot chemoenzymatic synthesis for the universal precursor of antidiabetes and antiviral bis-indolylquinones. Chem Biol. 2007;14:635–44.
Bacciottini L, Pellegrini-Giampietro DE, Bongianni F, De Luca G, Beni M, Politi V, Moroni F. Biochemical and behavioural studies on indole-pyruvic acid: a keto-analogue of tryptophan. Pharmacol Res Comm. 1987;19:803–17.
Politi V, De Luca G, Gallai V. Puca, Comin M. Clinical experiences with the use of indole-3-pyruvic acid. Adv Exp Med Biol. 1999;467:227–32.
Biagini G, Merlo Pich E, Carani C, Marrama P, Gustafsson JA, Fuxe K, Agnati LF. Indole-pyruvic acid, a tryptophan ketoanalogue, antagonizes the endocrine but not the behavioral effects of repeated stress in a model of depression. Biol Psychiatry. 1993;33:712–9.
Silvestri R, Mento G, Raffaele M, De Luca G, Buttin G, Casella C, Tisano A, De Domenico P, Di Rosa AE, Di Perri R. Indole-3-pyruvic acid as a possible hypnotic agrnt in insomniac subjects. J Int Med Res. 1991;19:403–9.
Politi V, Lavaggi MV, Di Stazio G, Margonelli A. Indole-3-pyruvic acid as a direct precursor of kynurenic acid. Adv Exp Med Biol. 1991;294:515–8.
Politi V, D’Alessio S, Di Stazio G, De Luca G. Antioxidant properties of indole-3-pyruvic acid. Adv Exp Med Biol. 1996;398:291–8.
Politi V, De Luca G, Di Stazio G, Materazzi M. Cosmetic use of 3-indolepyruvic acid. US Patent 5091172. 1992.
Hardeland R, Zsizsik BK, Poeggeler B, Fuhrberg B, Holst S, Coto-Montes A. Indole-3-pyruvic and -propionic acids, kynurenic acid, and related metabolites as luminophores and free-radical scavengers. Adv Exp Med Biol. 1999;467:389–95.
Wang D, Wei G. New method for the preparation of indole-3-pyruvic acid. Chem Bioeng. 2005;22:44–6.
Politi V, De Luca G, Di Stazio G, Materazzi M. Tryptophane and 3-indolepyruvic acid, methods of production therefor. US Patent 5210215. 1993.
Takaura Y, Hara S, Taba T, Suzuki S, Sugiyama M, Watanabe K, Yokozeki K. Novel oxidase gene and method for producing 3-indole-pyruvic acid by utilizing the gene. US Patent 0084610. 2013.
Hicks PM, Mcfarlan SC. Polypeptides and biosynthetic pathways for the production of monatin and its precursors. US Patent 0282260. 2005.
Schellhorn HE. Regulation of hydroperoxidase (catalase) expression in Escherichia coli. FEMS Microbiol Lett. 1995;131:113–9.
Asad N, Asad L, De Almeida C, Felzenszwalb I, Cabral-Neto J, Leitão A. Several pathways of hydrogen peroxide action that damage the E. coli genome. Genet Mol Biol. 2004;27:291–303.
Imlay JA, Linn S. Mutagenesis and stress responses induced in Escherichia coli by hydrogen peroxide. J Bacteriol. 1987;169:2967–76.
Bongaerts J, Krämer M, Müller U, Raeven L, Wubbolts M. Metabolic engineering for microbial production of aromatic amino acids and derived compounds. Metab Eng. 2001;3:289–300.
Mavrides C, Orr W. Multispecific aspartate and aromatic amino acid aminotransferases in Escherichia coli. J Biol Chem. 1975;250:4128–33.
Sun Z, Ning Y, Liu L, Liu Y, Sun B, Jiang W, Yang C, Yang S. Metabolic engineering of the l-phenylalanine pathway in Escherichia coli for the production of S- or R-mandelic acid. Microb Cell Fact. 2011;10:71.
Datsenko KA, Wanner BL. One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products. Proc Natl Acad Sci USA. 2000;97:6640–5.
Kaper JM, Gebhard O, Van den Berg C, Veldstra H. Studies on indolepyruvic acid: II. Ultraviolet spectrophotometry. Arch Biochem Biophys. 1963;103:475–87.
Cronin CN, Kirsch JF. Role of arginine-292 in the substrate specificity of aspartate aminotransferase as examined by site-directed mutagenesis. Biochemistry. 1988;27:4572–9.
Hayashi H, Inoue Y, Kuramitsu S, Morino Y, Kagamiyama H. Effects of replacement of tryptophan-140 by phenylalanine or glycine on the function of Escherichia coli aspartate aminotransferase. Biochem Biophys Res Commun. 1990;167:407–12.
Powell JT, Morrison JF. The purification and properties of the aspartate aminotransferase and aromatic amino acid aminotransferase from Escherichia coli. Eur J Biochem. 1978;87:391–400.
Pittard J, Camakaris H, Yang J. The TyrR regulon. Mol Microbiol. 2005;55:16–26.
Mavrides C, Orr W. Multiple forms of plurispecific aromatic: 2-oxoglutarate (oxaloacetate) aminotransferase (transaminase A) in Escherichia coli and selective repression by L-tyrosine. Biochim Biophys Acta. 1974;336:70–8.
Liu SP, Liu RX, El-Rotail AA, Ding ZY, Gu ZH, Zhang L, Shi GY. Heterologous pathway for the production of L-phenylglycine from glucose by E. coli. J Biotechnol. 2014;186:91–7.
Müller U, van Assema F, Gunsior M, Orf S, Kremer S, Schipper D, Wagemans A, Townsend CA, Sonke T, Bovenberg R, Wubbolts M. Metabolic engineering of the E. coli l-phenylalanine pathway for the production of D-phenylglycine (D-Phg). Metab Eng. 2006;8:196–208.
Kim SC, Min BE, Hwang HG, Seo SW, Jung GY. Pathway optimization by re-design of untranslated regions for l-tyrosine production in Escherichia coli. Sci Rep. 2015;5:13853.
Koma D, Yamanaka H, Moriyoshi K, Ohmoto T, Sakai K. Production of aromatic compounds by metabolically engineered Escherichia coli with an expanded shikimate pathway. Appl Environ Microbiol. 2012;78:6203–16.
De Mey M, Maertens J, Lequeux GJ, Soetaert WK, Vandamme EJ. Construction and model-based analysis of a promoter library for E. coli: an indispensable tool for metabolic engineering. BMC Biotechnol. 2007;7:1–14.
Shirakawa M, Tsurimoto T, Matsubara K. Plasmid vectors designed for high-efficiency expression controlled by the portable recA promoter-operator of Escherichia coli. Gene. 1984;28:127–32.
Weisemann JM, Weinstock GM. The promoter of the recA gene of Escherichia coli. Biochimie. 1991;73:457–70.
Lin-Chao S, Chen WT, Wong TT. High copy number of the pUC plasmid results from a Rom/Rop-suppressible point mutation in RNA II. Mol Microbiol. 1992;6:3385–93.
Nugent ME, Smith TJ, Tacon WCA. Characterization and incompatibility properties of ROM-derivatives of pBR322-based plasmids. J Gen Microbiol. 1986;132:1021–6.
Li H, Wang B, Zhu L, Cheng S, Li Y, Zhang L, Ding ZY, Gu ZH, Shi GY. Metabolic engineering of Escherichia coli W3110 for L-homoserine production. Process Biochem. 2016.
Rodriguez A, Martínez J, Báez-Viveros J, Flores N, Hernández-Chávez G, Ramírez OT, Gosset G, Bolivar F. Constitutive expression of selected genes from the pentose phosphate and aromatic pathways increases the shikimic acid yield in high-glucose batch cultures of an Escherichia coli strain lacking PTS and pykF. Microb Cell Fact. 2013;12:86.
Tong YJ, Ji XJ, Shen MQ, Liu LG, Nie ZK, Huang H. Constructing a synthetic constitutive metabolic pathway in Escherichia coli for (R,R)-2,3-butanediol production. Appl Microbiol Biotechnol. 2016;100:637–47.
Ryan W, Parulekar SJ. Recombinant protein synthesis and plasmid instability in continuous cultures of Escherichia coli JM103 harboring a high copy number plasmid. Biotechnol Bioeng. 1991;37:415–29.
De Luca G, Di Stazio G, Margonelli A, Materazzi M, Politi V. 3-indolepyruvic acid derivatives and pharmaceutical use thereof. US Patent 5002963. 1991.
Deeley MC, Yanofsky C. Nucleotide sequence of the structural gene for tryptophanase of Escherichia coli K-12. J Bacteriol. 1981;147:787–96.
Shen T, Liu Q, Xie X, Xu Q, Chen N. Improved production of tryptophan in genetically engineered Escherichia coli with TktA and PpsA overexpression. J Biomed Biotechnol. 2012;2012:1–8.
Aiba S, Imanaka T, Tsunekawa H. Enhancement of tryptophan production by Escherichia coli as an application of genetic engineering. Biotechnol Lett. 1980;2:525–30.
Yanofsky C, Horn V, Gollnick P. Physiological studies of tryptophan transport and tryptophanase operon induction in Escherichia coli. J Bacteriol. 1991;173:6009–17.
Botsford JL, DeMoss RD. Catabolite repression of tryptophanase in Escherichia coli. J Bacteriol. 1971;105:303–12.
Chimerel C, Field CM, Piñero-Fernandez S, Keyser UF, Summers DK. Indole prevents Escherichia coli cell division by modulating membrane potential. Biochim Biophys Acta. 2012;1818:1590–4.
Ding S, Tan T. L-lactic acid production by Lactobacillus casei fermentation using different fed-batch feeding strategies. Process Biochem. 2006;41:1451–4.
Reed MC, Lieb A, Nijhout HF. The biological significance of substrate inhibition: a mechanism with diverse functions. BioEssays. 2010;32:422–9.
Jiang M, Zhang H. Engineering the shikimate pathway for biosynthesis of molecules with pharmaceutical activities in E. coli. Curr Opin Biotechnol. 2016;42:1–6.
Sambrook J, Russell DW. Molecular cloning: a laboratory manual. 3rd ed. New York: Cold Spring Harbor Laboratory Press; 2001.
Heckman KL, Pease LR. Gene splicing and mutagenesis by PCR-driven overlap extension. Nat Protoc. 2007;2:924–32.
Nutaratat P, Srisuk N, Arunrattiyakorn P, Limtong S. Plant growth-promoting traits of epiphytic and endophytic yeasts isolated from rice and sugar cane leaves in Thailand. Fungal Biol. 2014;118:683–94.
Zimmer W, Aparicio C, Elmerich C. Relationship between tryptophan biosynthesis and indole-3-acetic acid production in Azospirillum: identification and sequencing of a trpGDC cluster. Mol Gen Genet. 1991;229:41–51.
Gordon SA, Weber RP. Colorimetric estimation of indoleacetic acid. Plant Physiol. 1951;26:192–5.
Sosa-Morales ME, Guevara-Lara F, Martínez-Juárez VM, Paredes-López O. Production of indole-3-acetic acid by mutant strains of Ustilago maydis (maize smut/huitlacoche). App Microbiol Biotechnol. 1997;48:726–9.
Glickmann E, Dessaux Y. A critical examination of the specificity of the salkowski reagent for indolic compounds produced by phytopathogenic bacteria. Appl Environ Microbiol. 1995;61:793–6.
Szkop M, Sikora P, Orzechowski S. A novel, simple, and sensitive colorimetric method to determine aromatic amino acid aminotransferase activity using the Salkowski reagent. Folia Microbiol. 2012;57:1–4.
YZ, LS, and JH designed the study. YZ carried out the experiments and wrote the draft manuscript. YH coordinated the study. BZ provided advice on technical methods and paper writing. YH, XK, and WL assisted with the gene deletion and sample preparation. JH supervised the entire study and revised the manuscript. All authors read and approved the final manuscript.
We are grateful to Professor Sheng Yang for providing the E. coli strains W3110 and mutant Sun21 as well as the plasmid pSUFAQ.
The authors declare that they have no competing interests.
Availability of data and materials
The gene sequence of tdiD co is available in GenBank with accession number KX594383.
This study was supported by the National High Technology Research and Development Program of China (863 Program) (2012AA02A704) and the National Natural Science Foundation of China (31370139).
Additional file 1: Figure S1. The IPA biosynthesis in BL21 strain. BLA is the tnaA knockout strain of BL21. The IPA level of BL21 + pT7D represents the relative 100% production. Similarly, the IPA specific production (mg/g DCW) of BL21+ pT7D represents the relative 100% specific production. Table S1. Primers used in this study.
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Zhu, Y., Hua, Y., Zhang, B. et al. Metabolic engineering of indole pyruvic acid biosynthesis in Escherichia coli with tdiD . Microb Cell Fact 16, 2 (2017). https://doi.org/10.1186/s12934-016-0620-6
- Indole pyruvic acid