Correction
14 Mar 2017: The PLOS ONE Staff (2017) Correction: Enhanced poly(3-hydroxypropionate) production via β-alanine pathway in recombinant Escherichia coli. PLOS ONE 12(3): e0174258. https://doi.org/10.1371/journal.pone.0174258 View correction
Figures
Abstract
Poly(3-hydroxypropionate) (P3HP) is a thermoplastic with great compostability and biocompatibility, and can be produced through several biosynthetic pathways, in which the glycerol pathway achieved the highest P3HP production. However, exogenous supply of vitamin B12 was required to maintain the activity of glycerol dehydratase, resulting in high production cost. To avoid the addition of VB12, we have previously constructed a P3HP biosynthetic route with β-alanine as intermediate, and the present study aimed to improve the P3HP production of this pathway. L-aspartate decarboxylase PanD was found to be the rate-limiting enzyme in the β-alanine pathway firstly. To improve the pathway efficiency, PanD was screened from four different sources (Escherichia coli, Bacillus subtilis, Pseudomonas fluorescens, and Corynebacterium glutamicum). And PanD from C. glutamicum was found to have the highest activity, the P3HP production was improved in flask cultivation with this enzyme. To further improve the production, the host strain was screened and the culture condition was optimized. Under optimal conditions, production and content of P3HP reached to 10.2 g/L and 39.1% (wt/wt [cell dry weight]) in an aerobic fed-batch fermentation. To date, this is the highest P3HP production without VB12.
Citation: Lacmata ST, Kuiate J-R, Ding Y, Xian M, Liu H, Boudjeko T, et al. (2017) Enhanced poly(3-hydroxypropionate) production via β-alanine pathway in recombinant Escherichia coli. PLoS ONE 12(3): e0173150. https://doi.org/10.1371/journal.pone.0173150
Editor: Marie-Joelle Virolle, Universite Paris-Sud, FRANCE
Received: November 3, 2016; Accepted: February 15, 2017; Published: March 2, 2017
Copyright: © 2017 Lacmata et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All relevant data are within the paper and its Supporting Information file.
Funding: This work was supported by the 100-Talent Project of CAS (for GZ), CAS Key Program (ZDRW-ZS-2016-3M for GZ and KGZD-EW-606-1-3 for MX), Shandong Province Postdoctoral Innovation Foundation (201603076 for XF), and Taishan Scholars Climbing Program of Shandong (No. TSPD20150210). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Poly(3-hydroxypropionate) (P3HP) is a promising polymer with high rigidity, ductility, and exceptional tensile strength in drawn films, and can be synthesized chemically by ring opening polymerization of β-propiolactone [1]. However, the chemical synthesis is not suitable for industrial scale production of P3HP because β-propiolactone is a human carcinogen. As 3-hydroxypropionate (3HP) is not a common metabolite in most organisms, biosynthesis of 3HP-containing polymers was usually based on structurally-related precursors, such as 3HP and acrylic acid [1], whereas the precursors are generally expensive and toxic to the cells. So P3HP biosynthesis from inexpensive carbon sources has attracted much more interest recently.
In our previous study, three strategies have been adopted for P3HP biosynthesis. One pathway starts from malonyl-CoA, which is reduced to free 3HP by the malonyl-CoA reductase (MCR) from Chloroflexus aurantiacus. Unfortunately, our recombinant Escherichia coli strain accumulated only 13 mg/L P3HP when using glucose as sole carbon source [2]. In the second strategy, glycerol is converted into 3-hydroxypropionaldehyde by glycerol dehydratase from Klebsiella pneumoniae, followed by CoA ligation with propionaldehyde dehydrogenase from Salmonella typhimurium, and polymerization with polyhydroxyalkanoate synthase from Cupriavidus necator. Though 10.1 g/L P3HP was produced from glycerol in fed-batch fermentation, exogenous supply of vitamin B12 was required to maintain the activity of glycerol dehydratase, which resulted in high production cost [3].
Then a new pathway employing β-alanine as an intermediate was constructed (Fig 1) [4]. In this pathway, L-aspartate produced from aspartate biosynthesis pathway was converted into β-alanine using L-aspartate-α-decarboxylase (PanD) from Escherichia coli, β-alanine was converted into malonate semialdehyde by β-alanine-pyruvate transaminase of Pseudomonas putida, and then malonate semialdehyde was reduced by 3-hydroxy acid dehydrogenase from E. coli to 3-HP as precursor of P3HP. Although this pathway has some advantages such as being redox neutral and does not require VB12, the P3HP production and content are relatively lower than other pathways. High cost and low production seriously restricted the industrialization of P3HP. In previous study, it was noticed that supplement of β-alanine could significantly improve the P3HP production, indicating that the P3HP yield of β-alanine pathway is limited by two possible reasons: low activity of PanD or low intracellular L-aspartate concentration. Further study should be done to verify the real cause and improve the P3HP production.
Four L-aspartate decarboxylases (PanD) from E. coli, B. subtilis, P. fluorescens, and C. glutamicum were tested. PP0596, β-alanine-pyruvate transaminase from Pseudomonas putida; YdfG, 3-hydroxyacid dehydrogenase from E. coli; PrpE, propionyl-CoA synthase rom E. coli; PhaC1, polyhydroxyalkanoate synthase from Cupriavidus necator.
This study was aimed to find the rate-limiting step of the new P3HP pathway and improve the production for industrial scale. Based on the results, firstly we figured out that insufficient β-alanine restricts the P3HP biosynthesis and poor PanD is the rate-limiting enzyme in the β-alanine pathway. Through enzyme screening, PanD from Corynebacteria glutamicum was proved to have higher enzyme activity and could improve the P3HP production dramatically. Under optimal conditions, the resultant E. coli strain produced 0.98 g/L and 10.2 g/L P3HP in flask cultivation and fed-batch fermentation, respectively. To our knowledge, this is the highest P3HP production without VB12, which is a good step for the industrialization.
Materials and methods
Bacterial strains and plasmid construction
The bacterial strains and plasmids used in this work are listed in Table 1. The plasmid pHP302 carrying phaC1 and prpE genes [2] and plasmid pWQ513 harboring ydfG, PP0596 and panD from E. coli [4] were constructed previously. C. glutamicum ATCC 13032 was purchased from ATCC for panDCg cloning [5]. The panD genes from Bacillus subtilis (panDBs) [6] and Pseudomonas fluorescens (panDPf) were codon-optimized according to E. coli codon preference, and synthesized by Genewiz Company (Beijing, China). The panDEc gene in pWQ513 was replaced by panDBs, panDPf, and panDCg to generate plasmid pFS01, pFS02, and pFS03, respectively.
Shake flask culture
The engineered strains were grown in a modified minimal medium as described previously, which contains 20 g glycerol, 3g glucose, 1.5 g KH2PO4, 3 g (NH4)2SO4, 1 g citric acid, 1 g citrate sodium, 1.9 g KCl, 3 g MgSO4, 0.138 g FeSO4·7H2O, 45 mg vitamin B1, and 1 ml of trace element solution per liter[3]. Shake flask cultures were carried out in 500 ml baffled flasks containing 100ml medium at 37°C in an orbital incubator and shaken at 200 rpm with an orbit diameter of 26 mm. The cells were induced with 0.05mM IPTG at OD600 ~ 0.6 unless specified. The precursors (β-alanine and L-aspartate) and organic nitrogen sources (tryptone, soy peptone, yeast extract and beef extract) were added as indicated in the text. The P3HP was extracted from the lyophilized cells with hot chloroform as described [7]. All shake-flask experiments were performed in triplicate.
Fed-batch fermentation
Fed-batch fermentation were carried out in a Biostat B plus MO5L fermentor (Sartorius Stedim Biotech GmbH, Germany) under the optimal conditions obtained through shake flask experiments. 3 g/L glucose and 20 g/L glycerol was used as initial carbon sources. After the initial carbon sources were nearly exhausted, fed-batch mode was commenced by feeding a solution containing 10M glycerol. Ammonia (25% in water) was added automatically to control the pH at 7.0. The dissolved oxygen concentration was maintained at 20% saturation. At OD600 of 10, the cells were induced by adding 0.05mM IPTG. IPTG and antibiotics were added every 24h during 72h fermentation.
SDS-PAGE analysis and aspartate decarboxylase activity assay
The strain Q2153, Q2542, Q2543, Q2544 and E. coli BL21(DE3) were grown in minimal medium at 37°C and induced by 0.05 mM IPTG at 30°C. The cells were harvested by centrifugation 3h after induction and lysed by sonication. The whole-cell lysate was used for SDS-PAGE. Proteins were separated in 12% acrylamide gels and visualized with Coomassie brilliant blue R250. L-Aspartate-decarboxylase (PanD) activity was assayed by evaluating the conversion of aspartate to β-alanine as determined by high-pressure liquid chromatography (HPLC) analysis [8].
P3HP extraction and characterization
After all the fermentation process, the obtained cells were harvested by centrifugation and washed with distilled water. The cell pellets were lyophilized and the CDW was gravimetrically determined. The P3HP was extracted from the lyophilized cells with hot chloroform in a soxhlet apparatus and precipitated by the ice cold absolute ethanol as described [7]. The structure of the obtained P3HP was confirmed by NMR analysis using the Advanced III 600 NMR spectrometer (Bruker, Switzerland) as described in our previous study [9]. P3HP content was calculated using the ratio of P3HP weight to cell dry weight.
Results and discussion
Verification of the rate-limiting step in β-alanine pathway
In previous study, we had constructed the β-alanine pathway to produce P3HP from inexpensive carbon sources [4]. The phenomenon that addition of β-alanine improved P3HP production suggested the insufficient intracellular β-alanine supply, which could be caused by two possible reasons: low activity of L-aspartate decarboxylase (PanD) or low intracellular L-aspartate concentration. To figure out the restricting factor of β-alanine pathway, E. coli BL21(DE3) strain carrying pHP302 and pWQ513 (Q2153) was grown in shake flask, and 5 g/L β-alanine or L-aspartate was added into the medium. As shown in Fig 2, the P3HP production with β-alanine addition was 0.32 ± 0.01 g/L P3HP representing 7.7% of cell dry weight (CDW), which is more than 3 times higher than that of the control group (0.11 ± 0.004 g/L), whereas L-aspartate supplement increased the cell growth dramatically and did not change much the P3HP production (0.13 ± 0.02 g/L). Also, there was a large amount of L-aspartate residues in the medium. This result demonstrates that intracellular L-aspartate cannot be converted into β-alanine effectively.
The strain Q2153 was grown in minimal medium with supplement of 5 g/L β-alanine (β-Ala) or L-aspartate (L-Asp), cultivation without amino acid was used as the control (CK), and the P3HP production (white), CDW (light grey), and P3HP content (heavy grey) were presented. The experiment was carried out in shaking flask in triplicate. All shake-flask experiments were incubated for 48 h after induction.
Moreover, a panD deleted strain lacked L-aspartate-α-decarboxylase enzyme activity and exhibited β-alanine auxotrophy [10]. And as reported, it has been suggested that the formation of β-alanine is the rate-limiting step in the pantothenate biosynthesis pathway [11], and enhanced expression of the C. glutamicum panD gene in E. coli overcomes the β-alanine limitation in pantothenate biosynthesis [8]. So, it confirmed that PanD which converts L-aspartate into β-alanine restricts the efficiency of the pathway.
Screening of the L-aspartate decarboxylase
Science PanD was proven to be the rate-limiting enzyme, it is important to find a more efficient PanD to improve the P3HP production via β-alanine pathway. Three more genes encoding L-aspartate decarboxylase, panDBs from B. subtilis (accession No. L47709), panDPf from P. fluorescens (accession No. AY210414), and panDCg from C. glutamicum (accession No. AF116184), were cloned and used to replace the panDEc gene from E. coli in plasmid pWQ513. The resultant plasmids were transformed into BL21(DE3) strain along with pHP302 to generate P3HP-producing strains, respectively. After 48-h incubation in shake flask, the strain Q2544 carrying panDCg produced 0.32 ± 0.02 g/L P3HP (5.3% of CDW), which is 2.9-, 1.4- and 2.3-fold higher than the strains carrying panDEc (Q2153), panDBs (Q2542), and panDPf (Q2543), respectively (Fig 3), suggesting that the enzyme activity of PanDCg is the highest among these four enzymes. To confirm this speculation, PanD activity was assayed with crude extracts of bacterial cell cultures. The specific activity of PanDEc, PanDBs, PanDPf and PanDCg were 0.83 U/mg, 6.37 U/mg, 0.91 U/mg and 7.82 U/mg, respectively. SDS-PAGE was also performed to check the protein expression, however, no significant difference was observed between different PanD proteins. Furthermore, the P3HP production of strain Q2544 increased by three times when either L-aspartate or β-alanine was added into culture, indicating that PanDCg was sufficient to convert intracellular L-aspartate into β-alanine.
P3HP-producing strains with different panD gene were grown in minimal medium, and the P3HP production (white), CDW (light grey), and P3HP content (heavy grey) were presented. The experiment was carried out in shaking flask in triplicate. Ec, Escherichia coli; Bs, Bacillus subtilis; Pf, Pseudomonas fluorescens; Cg, Corynebacteria glutamicum.
L-aspartate-α-decarboxylase found in microorganisms is usually a homotetramer, it is initially translated as an inactive precursor protein (π-chain) which undergoes intramolecular self-cleavage to create its active subunit form and cofactor [12]. The E. coli PanD is an unusual enzyme in that it requires pyruvate as a covalently bound, activated by the putative acetyltransferase PanZ [13]. No over-expressing of suitable PanZ in this study might be the reason of weak E. coli PanD activity. Compared with E. coli PanD, the maturation of C. glutamicum PanD is independent of acetyl-coenzyme A sensor such as PanZ or PanM [14]. Also, the C. glutamicum panD gene is preceded by a perfect SD sequence and can be efficiently translated, resulting in higher activity [8]. However, the activity of C. glutamicum PanD in our study is much lower than published papers [8,15], which may be caused by different C. glutamicum strains and different metabolic systems.
Comparison of P3HP production in different E. coli strains
The choice of the host strain for microbial fermentation is very important for better production. To maximize the level of P3HP production, four different E. coli strains were tested here. After 48-h incubation in shake flask, the JM109(DE3) strain carrying pWQ302 and pFS03 accumulated 0.73 ± 0.02 g/L P3HP, which is much higher than the P3HP yield in BL21(DE3), BL21 star(DE3), and BL21 Rosetta(DE3), although all these four strains possessed similar cell dry weight (CDW) (Fig 4). So, JM109(DE3) strain was selected as the host for P3HP production thereafter.
Different host strains carrying plasmids pHP302 and pFS03 were grown in minimal medium, and the P3HP production (white), CDW (light grey), and P3HP content (heavy grey) were presented. The experiments were perfomed in triplicate in shake-flask cultures.
Optimisation of culture conditions
In the microbial production of desired products, culture conditions play a very important role, so optimization of culture conditions is regarded as an effective method to improve the product quality and quantity. Here, inducer concentration and organic nitrogen source were optimized to enhance P3HP yield.
In our engineered strain, the expression of heterologous genes was induced by addition of IPTG. To avoid the insufficient enzyme synthesis or metabolic burden to the cells caused by improper inducing methods, several IPTG concentrations at different time intervals were tested in shake flask culture. Addition of 0.025 mM IPTG resulted in quite low P3HP production. With increased inducer concentration, the P3HP production was remarkably improved and the maximum production of 0.98 ± 0.02 g/L was presented when IPTG was added at 0.05 mM every 24 hours (Table 2). However, IPTG at 0.1 mM severely repressed the cell growth and P3HP accumulation probably because of its cell toxicity [16].
To test whether addition of organic nitrogen source improves the P3HP production, 3 g/L of soya peptone, yeast extract, beef extract, and tryptone was added into the culture, respectively. Addition of beef extract increased the P3HP yield to 1.35 ± 0.07 g/L, about 1.5-times higher than the control group, whereas the P3HP production was repressed when soya peptone or tryptone was supplied in the cell culture (Fig 5). Often the PHA production can be improved under nitrogen-limited condition [17], which was also observed in this study when using soya peptone and tryptone. However, the P3HP production increased with beef extract, which is a new interesting phenomenon found in this study. The pathway used in this study work with amino acid and transaminases, so it is possible that beef extract not only provide some vitamins but also serve as a potential source of amino acid (alanine or aspartate) to enhance the efficiency of the pathway.
The strain E. coli JM109(DE3) harboring pHP302 and pFS03 was used, and 3 g/L of soya peptone, yeast extract, beef extract, and tryptone was added into the culture, respectively. Incubation without organic nitrogen was used as the control (CK). The P3HP production (white), CDW (light grey), and P3HP content (heavy grey) were presented. All shake-flask experiments were incubated at 30°C for 48 h after the first time of induction. The experiments were performed in triplicate shake-flask cultures.
Fed-batch fermentation
In order to test the suitability of the recombinant E. coli strains for an improved P3HP production process, we carried out fed-batch fermentation based on the results obtained with flask cultures. The fermentations were performed under aerobic condition using E. coli JM109(DE3) harboring pHP302 and pFS03, and cell growth and P3HP accumulation were monitored over the course of fermentation. As shown in Fig 6, the cell mass reached the maximum of 26.9 g/L after 48h fermentation whereas the highest P3HP production of 10.2 ± 0.64 g/L (39.1% of CDW) was achieved after 60h. To date, this is the highest P3HP production via β-alanine pathway. However, the yield was relatively low (S1 Fig), which means that further research of the metabolism characteristics of the whole pathway should be done to improve the conversion efficiency.
The content of P3HP was calculated using the ratio of P3HP weight to cell dry weight.
Though the P3HP production in this study is a little lower compared with the previous report [18], the pathway used in this study has some advantages including no addition of coenzyme, redox neutral, and wide range of carbon sources [4]. As the bioreactor mixing efficiency may affect the cell population behavior [19] and improve the production, it is worthy to note that higher P3HP content may be obtained with optimized aeration condition, oxygen pressure, substrate addition strategy, and reactor configuration.
Conclusions
In this study, P3HP production was improved by optimized β-alanine pathway with L-aspartate decarboxylase from Corynebacteria glutamicum. When PanDC was overexpressed in engineered E. coli JM109(DE3) strain, 0.98 g/L P3HP was accumulated in flask cultures with optimized conditions, and the P3HP production and content reached to 10.2g/L and 39.1% (wt/wt [cell dry weight]) respectively in fed-batch fermentation with minimal medium. This is the highest P3HP production by recombinant Escherichia coli strain without VB12.
Supporting information
S1 Fig. The productivity and yield of P3HP in fed-batch fermentation.
https://doi.org/10.1371/journal.pone.0173150.s001
(TIF)
Author Contributions
- Conceptualization: STL XF GZ.
- Data curation: STL XF GZ.
- Formal analysis: XF GZ.
- Funding acquisition: GZ XF MX HL.
- Investigation: STL XF GZ.
- Methodology: STL XF GZ.
- Project administration: GZ XF.
- Resources: XF MX HL GZ.
- Software: XF STL GZ.
- Supervision: GZ XF JRK TB.
- Validation: STL JRK YD MX HL TB XF GZ.
- Visualization: STL XF GZ.
- Writing – original draft: STL YD XF GZ.
- Writing – review & editing: XF GZ MX.
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