Open Access

Inducible gene expression system by 3-hydroxypropionic acid

  • Shengfang Zhou1, 2,
  • Satish Kumar Ainala1,
  • Eunhee Seol1,
  • Trinh Thi Nguyen1 and
  • Sunghoon Park1Email author
Contributed equally
Biotechnology for Biofuels20158:169

Received: 29 July 2015

Accepted: 2 October 2015

Published: 20 October 2015



3-Hydroxypropionic acid (3-HP) is an important platform chemical that boasts a variety of industrial applications. Gene expression systems inducible by 3-HP, if available, are of great utility for optimization of the pathways of 3-HP production and excretion.


Here we report the presence of unique inducible gene expression systems in Pseudomonas denitrificans and other microorganisms. In P. denitrificans, transcription of three genes (hpdH, mmsA and hbdH-4) involved in 3-HP degradation was upregulated by 3-HP by the action of a transcriptional regulator protein, LysR, and a cis-acting regulatory site for LysR binding. Similar inducible systems having an LysR transcriptional regulator were identified in other microorganisms that also could degrade 3-HP. A docking study showed that the 3-HP binding pocket is located between the N-terminal helix-turn-helix motif and the C-terminal cofactor-binding domain.


This LysR-regulated 3-HP-inducible system should prove useful for control of the level of gene expression in response to 3-HP.


3-Hydroxypropionic acid LysR Inducible hpdH mmsA hbdH


3-Hydroxypropionic acid (3-HP) is an important platform chemical. It can be converted to acrylic acid, acrylamide, 1,3-propanediol, malonic acid, and others. It can also be used for synthesis of biodegradable polymer [13]. Biological production of 3-HP from glycerol has been successfully demonstrated in several bacteria such as Escherichia coli, Klebsiella pneumoniae and Pseudomonas denitrificans, which are engineered to (over)express glycerol dehydratase (GDHt, coenzyme B12 -dependent), glycerol dehydratase reactivation factors (GdrAB), and/or aldehyde dehydrogenase (ALDH, NAD+-dependent) [48]. Some recombinant strains such as E. coli W DUBGK have produced >40 g/L of 3-HP in 48 h [9], but further increases of 3-HP production have been challenging. The 3-HP pathway enzymes GDHt and ALDH have been shown to be unstable and to lose their activities during prolonged fermentation, especially in the late stage [9].

One important mechanism of GDHt activity loss is so-called suicidal inactivation. Coenzyme B12, the cofactor of GDHt, is irreversibly damaged during dehydration reaction of the substrate glycerol to 3-hydroxypropionaldehyde (3-HPA) [10]. This inactivation is aggravated in the presence of oxygen. To alleviate this mechanism-based inactivation, Yamanishi et al. [11] developed mutant GDHt by site-directed mutagenesis. Some of the mutant enzymes exhibited improved stability, but the activity was significantly lower than that of the wild type. Toxic intermediate 3-HPA also causes enzyme instability. It was observed that, when GDHt or ALDH was incubated with 3-HPA, its activity declined in a dose-dependent manner (unpublished data). Aldehyde is known to react with amino acid residues lysine, cysteine and histidine by targeting the ε-amino group (NH3 +), the sulfhydryl group (-SH) and the imidazole group, respectively [1215]. Serious efforts to stabilize enzymes against aldehydes by site-directed or random mutagenesis have been made, but with only limited success [13, 16].

One alternative approach to solve the instability problem in 3-HP production is to synthesize new and active enzymes continuously during the entire period of cultivation. This is difficult, especially in the late period of fermentation, where cell growth is very slow and target products often accumulate at levels toxic enough to interfere with cellular metabolisms. However, if there exists a dynamic 3-HP-inducible promoter, gene expression for the aforementioned, unstable GDHt and ALDH enzymes can be stimulated and their enzymatic activities can be maintained at high levels, even in the late period of 3-HP production. To this end, we attempted to screen such promoters in 3-HP-degrading P. denitrificans, and identified two of them in this specific strain. After analyzing the 3-HP-inducible system’s gene arrangement, including transcriptional activator proteins, promoter sequences and structural genes under the control of such 3-HP-inducible promoters, similar 3-HP-inducible gene expression systems were searched and identified in other microorganisms. The existence of 3-HP-inducible gene expression systems in many of these microbes was confirmed by measurement of the transcriptions of the genes under the control of the 3-HP-inducible promoters.

Results and discussion

Screening of 3-HP-inducible promoters in P. denitrificans

3-Hydroxypropionic acid (3-HP) is a carbon compound not commonly encountered in the natural environment; neither its use as a carbon substrate nor its biological degradation has been adequately elucidated. Recently, we found that P. denitrificans can grow on 3-HP as carbon source and, further, that it degrades 3-HP under non-growing conditions in the presence of oxygen [7, 8]. Genome sequence and metabolite analysis by gas chromatography/mass spectrometry [7] suggested that 3-HP is metabolized in P. denitrificans sequentially via two major enzymes, a putative 3-hydroxypropionate dehydrogenase (HpdH) and (methyl)malonate-semialdehyde dehydrogenase (MmsA) [8, 17, 18], and converted to acetyl-CoA. In activity assay with purified enzymes, a putative 3-hydroxyisobutyrate dehydrogenase (HbdH-4) also exhibited 3-HP degradation [19]. Because the degradation activity of 3-HP in P. denitrificans was found to increase greatly when cells were exposed to 3-HP [8], we hypothesized that the expressions of these enzymes are induced by 3-HP. Thus, transcription of three chosen 3-HP catabolic genes, hpdH, hbdH-4 and mmsA, was examined by quantitative RT-PCR with and without exposure to 3-HP (Fig. 1). The housekeeping gene rpoD, encoding sigma factor 70, was used as a reference. As expected, expression of all three putative 3-HP catabolic genes was enhanced markedly upon exposure to 3-HP: 47-fold for hpdH, 141-fold for hbdH-4, and 142-fold for mmsA. This indicates that transcription of the three genes is induced by 3-HP. The levels of transcription for mmsA and hbdH-4 were much higher than that for hpdH, suggesting that the promoter strength of the first two genes is much stronger than the other.
Fig. 1

a Relative mRNA levels and b fold increase of 3-hydroxypropionate catabolism genes in wild-type P. denitrificans ATCC13867. P. denitrificans cells were cultivated in M9 minimal medium containing 5 g/L sodium gluconate. At OD600 of ~0.4–0.5, 3-HP was supplemented at 25 mmol/L (gray bar) or 0 mM (black bar), and cells were harvested after a further 2 h cultivation. The fold increase is indicated by the dark gray bar. The standard deviation of the mRNA-level measurements was <10 %. The mRNA levels were compared with those of the reference gene, rpoD

Analysis of 3-HP-inducible gene expression system

To unravel the details of the 3-HP-induced gene expression systems, the genetic arrangement of the operons for hpdH, hbdH-4 and mmsA in P. denitrificans was analyzed (Fig. 2). The three genes were found to exist in two separate operons, hpdH in one operon (the C3 operon, hereafter) and hbdH-4 and mmsA in another (the C4 operon). Located just before each of the C3 and C4 operons, there was an oppositely oriented gene encoding a LysR-type transcriptional regulator (LTTR) (Fig. 2a), which suggests the possible involvement of LysR protein in the regulation of the expressions of those genes. Additionally, this suggests that the transcription of LysR regulator protein is also self-regulated, though negatively. LysR protein is known to be composed of a DNA-binding domain (helix-turn-helix motif) at the N-terminus and a cofactor-binding domain at the C-terminus [20]. When binding to DNA, LysR protein forms a homodimer and targets two specific binding sites, a regulatory binding site, which has the conserved T-N11-A/TTA-N7/8-GAA motif, and an activation binding site (near the -35 RNA polymerase binding site) (Fig. 2b). The tetramer of LysR, formed through protein–protein interaction between two LysR homodimers, is known to lead to conformational changes in DNA and, thereby, to enhancement of RNA polymerase binding in the promoter sequence. The conserved T-N11-A/TTA-N7/8-GAA motif also was identified in both operons. The structure of the putative LysR protein for the C4 operon was analyzed as well (see Fig. 3 for more details). Features similar to those found in other LysR proteins, namely a DNA-binding helix-turn-helix motif, a substrate-binding motif and a linker connecting the two, were identified in C4-LysR. The structural characteristics of the putative LysR, the existence of the LysR-binding T-N11-A/TTA-N7/8-GAA motif DNA sequence in the intergenic region, as well as the RT-PCR results shown in Fig. 1, strongly support the conclusion that gene transcription in the C3 and C4 operons is induced by the LysR-3-HP complex.
Fig. 2

Genetic arrangement of 3-HP catabolism genes in P. denitrificans and analysis of LysR regulation system. a 3-HP catabolic genes (hpdH, hbdH-4 and mmsA) divergently located relative to lysR-family transcription regulatory gene. b Hypothetical scheme of typical structure of divergent promoter regulated by LysR-family transcriptional regulator. RS regulatory site, AS activation site, Conserved motif T-N11-A or TTA-N7/8-GAA

Fig. 3

Predicted three-dimensional (3D) structure and docking analysis of C4-LysR in Pseudomonas denitrificans ATCC 13867. The inset shows the active-site pocket amino acid interactions with 3-HP. The hydrogen bonds are represented by the yellow dotted lines

Virtual screening of 3-HP-inducible gene expression systems

The LTTR-mediated 3-HP-inducible gene expression systems were screened in other microorganisms using homology searches of various public and private databases such as NCBI (nr, refseq_protein, and env_nr), MBGD (Microbial Genome Database), and SEED. The most conserved components of the C3 and C4 operons from P. denitrificans, HpdH (C3-LysR) and HbdH-4 (C4-LysR), were used as primary queries. The 3-HP-inducible systems existed in more than 53 genera among the members of the sequenced bacterial species; some of them had both C3 and C4 operons, while others C4 operon only. The 53 genera were arbitrarily grouped into 14 based on (1) their gene organization and (2) the existence of the C3 operon (Fig. 4). A comparison among the various organisms revealed that the genetic organizations and compositions of the LysR systems differed significantly. Notably for example, the C4 system was more commonly present than the C3. Interestingly too, in many microorganisms, the genes encoding a DNA-binding regulator protein (C3- or C4-LysR) were located just before the corresponding C3 or C4 operon and oppositely oriented, indicating that transcription of the LysR regulator protein is self-repressed, as in the case of P. denitrificans (see Fig. 2). However, in other microorganisms, the gene encoding LysR was located remotely from the C3 or C4 operon and in the same orientation. Further studies are required to understand the significance of the different LysR gene arrangements among various genera.
Fig. 4

Gene organization of C3 and C4 operons involved in 3-HP degradation pathway in various microbial genera

A phylogenetic tree was generated to analyze the proximities among the C4-LysR variants (Fig. 5). The C4-LysR of Pseudomonas was close to that of Azotobacter but far from those of Kitasatospora, Kutzneria, Segniliparus, Catenulispora and Gordonia. The multiple sequence alignment for the helix-turn-helix regions of C3- and C4-LysR exhibited a high amino acid sequence homology (data not shown). Moreover, the amino acid sequences of the enzymes HpdH, HbdH and MmsA appeared to be significantly conserved across all of the species studied (Additional files 1 and 2: Tables S1 and S2). This indicates that the 3-HP-inducible LysR system and the operons regulated by LysR are widely distributed across a broad range of microorganisms.
Fig. 5

Evolutionary relationships of C4-LysR in various microbial genera. The location of Pseudomonas in the tree is marked. The numbers on the tree branches represent the measure of statistical confidence in each branch of the tree; genera with confidence levels below 30, generally indicative of lower confidence, were eliminated

Molecular modeling and docking

Wek et al. reported that LysR-type protein binds to operator sites and directs a conformational change in the structure of the promoter–operator DNA complex [21]. When bound by inducer molecules, LysR protein enhances the recruitment of RNA polymerase to the promoter without affecting the occupancy of the LysR protein at the operator site. However, the ligand-associated conformational changes in LysR protein and their effect on the activity of LysR have not been fully elucidated. For detailed understanding of the structural and functional characteristics, protein modeling was performed for C4-LysR and its interaction with 3-HP (protein–ligand interaction). Because the crystal structure of C4-LysR is not available, multiple template threading was employed (see “Methods”). The predicted model was evaluated using the RAMPAGE tool, by calculating the main-chain RMSD (Root Mean Square Deviation) with reference to its template structure (3SZP) and their amino acid distribution.

Among the various docking poses generated, the best one showed the lowest Glide docking score (empirical scoring function) of −5.01 kcal/mol with three hydrogen bonds and a hydrophobic contact, which indicated the high reliability of the simulation [22]. Several intermolecular interactions were identified between C4-LysR and the 3-HP molecule: three amino acid residues (ARG94, LYS96 and GLU137) present in the substrate-binding domain showed hydrogen bonding with 3-HP, while ARG24 located in the helix-turn-helix domain, exhibited a hydrophobic interaction (Fig. 3). The steric hindrance caused by the binding of 3-HP to the active site of C4-LysR might be responsible for protein dimerization and DNA relaxation. Thus, increasing the RNA polymerase (RNAP) binding at the promoter site would effectively activate transcription of the target genes.

Resting-cell degradation of 3-HP and 3-HP-dependent transcription activation of C3 and C4 operons in selected microorganisms

As in the case of P. denitrificans, the genes in the C3 and C4 operons in the microorganisms presented in Fig. 4 were expected to get involved in 3-HP degradation and/or assimilation. To confirm this, 3-HP degradation under non-growing conditions was examined for 10 selected microorganisms (Table 1). Cells were cultured in nutrient media containing 25 mM 3-HP to mid-log period, harvested by centrifugation, and resuspended in 100 mM potassium phosphate buffer (pH 7.0) containing 25 mM 3-HP. After 24 h incubation at 30 °C, the amount of degraded 3-HP was determined. All 10 of the microorganisms degraded 3-HP, though the amounts varied. Four strains, Pseudomonas protegens CHA0, Pseudomonas fluorescence A506, Alicycliphilus denitrificans and A. avenae subsp. citrulli, showed high degradation yields similar to that of P. denitrificans. In contrast, Pseudomonas knackmussii B13, Pseudogulbenkiania sp. and Variovorax paradoxus exhibited up to 50 % lower degradation yields compared with P. denitrificans.
Table 1

Bacterial strains used in this study and their 3-HP degradation



3-HP degraded (mM)a

Pseudomonas denitrificans ATCC13867

KCCM, Korea


Pseudomonas knackmussii B13

DSM, Germany


Pseudomonas protegens CHA0

DSM, Germany


Pseudomonas fluorescens A506

ATCC, America


Alicycliphilus denitrificans

DSM, Germany


Pseudogulbenkiania sp.

DSM, Germany


Collimonas arenae

DSM, Germany


Acidovorax sp.

DSM, Germany


Achromobacter xylosoxidans

KCCM, Korea


Acidovorax avenae subsp. citrulli

KCTC, Korea


Variovorax paradoxus

KCTC, Korea


aThe 3-HP degradation was measured under non-growing conditions and the amount was calculated between 0 and 24 h

The transcription levels of the 3-HP catabolic genes (hpdH, hbdH, mmsA) in the 10 microorganisms also were determined, after growing them in the absence or presence of 25 mM 3-HP (Table 2). Six showed improved transcription for the three 3-HP catabolic genes, with the exception of Acidovorax sp. for hpdH. As in the case of P. denitrificans, transcription of hpdH was lower than that of mmsA or hbdH, indicating that the promoter strength of the former is weaker than the others. In three of the microorganisms (Collimonas arenae, Achromobacter xylosoxidans, V. paradoxus), the mRNA of the 3-HP catabolic genes was not amplified at all, which suggested that the degenerate primer sequences, designed based on NCBI database, did not match the original gene sequence (Additional file 3: Table S3). With P. protegens CHA0, total RNA could not be isolated using standard RNA isolation procedures (see “Methods”). It should be noted that the fold increases in transcription of three genes in the six microorganisms (P. knackmussii B13, P. fluorescence A506, A. denitrificans, Pseudogulbenkiania sp., Acidovorax sp. and A. avenae subsp. citrulli) are generally lower compared to those of P. denitrificans (Table 2). In P. denitrificans, the fold increase was in the range of 47–142, while that in the other six microorganisms was <37. The reason for this difference is not clear, though we suspect that culture conditions, including medium composition, could have affected expressions of C3- and C4-LysR and the catabolic genes under their control. Nevertheless, the enhanced transcription of the putative 3-HP catabolic genes, along with the resting-cell 3-HP degradation, strongly suggests that the 10 microorganisms tested (Table 1) and, probably, most of other microorganisms listed in Additional files 1 and 2: Tables S1 and S2 have 3-HP-inducible C3 and/or C4 operons similar to those of P. denitrificans. Further in vivo and in vitro studies to elucidate the detailed mechanism of 3-HP-inducible systems are in progress.
Table 2

Fold increases of mRNA expression levels of hpdH, mmsA and hpdH by induction of 3-HP in various microorganisms


Fold increase




Pseudomonas denitrificans ATCC13867




Pseudomonas knackmussii B13




Pseudomonas protegens CHA0a

Pseudomonas fluorescens A506




Alicycliphilus denitrificans




Pseudogulbenkiania sp.




Collimonas arenae




Acidovorax sp.




Achromobacter xylosoxidans




Acidovorax avenae subsp. citrulli




Variovorax paradoxus




ND not detectable

aFailed to isolate RNA


Unique transcriptional activator proteins and promoters that respond to 3-HP were studied. In the presence of 3-HP, two different LysR-family transcriptional regulators, designated C3- and C4-LysR, respectively, were found to stimulate the transcription of the catabolic genes hpdH, hbdH and/or mmsA involved in 3-HP degradation. The inducible systems were common to many microorganisms: more than 53 genera, according to the genome sequence databases. The present molecular modeling and docking studies suggested that, in C4-LysR, the four amino acid residues ARG94, LYS96, GLU137 and ARG24 interact with 3-HP and activate the LysR regulator protein. The 3-HP-inducible systems promise to be of a great utility to the development of gene expression systems that are regulated by 3-HP.



Pseudomonas denitrificans ATCC 13867 and Pseudomonas fluorescens A506 were purchased from ATCC (America). A. xylosoxidans were obtained from KCCM (Korea). A. avenae sub sp. citrulli and V. paradoxus were obtained from KCTC (Korea). P. knackmussii B13, P. protegens, A. denitrificans, Pseudogulbenkiania sp., C. arenae and Acidovorax sp. were acquired from DSM (Germany). The primers were synthesized by Cosmo Genetech Co. Ltd (Seoul, Korea). 3-HP was purchased from Tokyo Kasei Kogyo Co. Ltd., Tokyo, Japan (TCI America, Portland, OR). Yeast extract (Cat. 212750), tryptone (Cat. 211705), trypticase soy broth (Cat. 211768), and peptone (Cat. 211921) were supplied by Difco (Becton–Dickinson; Franklin Lakes, NJ). Unless indicated otherwise, all of the other chemicals and enzymes were purchased from Sigma-Aldrich (St. Louis, MO).

Resting-cell degradation of 3-HP

Non-growing cell experiments were performed to examine 3-HP degradation by some of the bacteria strains listed in Table 1. Active cells were prepared by growing the strains each in its own specified enriched nutrient medium using 250 mL Erlenmeyer flasks with 50 mL working volume under aerobic conditions with 200 rpm agitation speed in an orbital incubator shaker. The nutrient medium for the P. fluorescence strain contains the following components per liter: peptone, 20 g; glycerol, 10 mL; K2HPO4, 1.5 g; MgSO4·7H2O, 1.5 g; 3-HP, 25 mmol. For the P. knackmussii, P. protegens, Pseudogulbenkiania sp., A. xylosoxidans, V. paradoxus, Acidovorax avenae subsp. citrulli, C. arenae and A. denitrificans strains, the nutrient medium contains the following components per liter: peptone, 5 g; beef extract 3 g; 3-HP, 25 mmol. For the Acidovarax sp. strain, trypticase soy broth containing 25 mmol/L was used. The cultures were conducted at 30 °C, obtaining ~1–1.5 OD600. The cells were then harvested and centrifuged at 5000 rpm for 10 min. The resultant pellet was washed with 100 mM potassium phosphate buffer (pH 7.0) and resuspended in the same buffer supplemented with 25 ± 2 mmol/L 3-HP. The cells were then harvested and centrifuged as above noted, subjecting them to non-growing 3-HP degradation experimentation. After 24 h cultivation, the samples were withdrawn to determine the 3-HP concentrations.

RNA extraction and Real-time PCR

The P. denitrificans ATCC 13867 strain was grown in M9 minimal medium containing 5 g/L sodium gluconate; the other microorganism strains listed in Table 1 were grown in a specified nutrient medium. The cells were cultivated under the aerobic condition at 37 or 30 °C and 200 rpm in an orbital incubator shaker. 3-HP at 0/25 mM was supplemented at OD600 of ~0.4–0.5. After a further 2 h cultivation, approximately 5 × 108 cells were collected and centrifuged at 5000×g for 10 min. The cell pellets were immediately resuspended in 500 μL of RNAlater solution (Ambion, UK). RNA was extracted using a total RNA isolation kit (Macherey–Nagel, Germany). One microgram of total RNA was employed to synthesize the first-strand cDNA in a 20 µL reaction using the SuperScript III first-strand synthesis system (Invitrogen, USA). A real-time PCR analysis was performed, according to the SYBR green method, in a 20 µL reaction volume using the StepOne Real-Time PCR system (Applied Biosystems, USA). The PCR efficiencies of all of the primers were experimentally determined and found to be suitable for reliable copy-number quantification. The relative quantification for each of the mRNA levels was calculated using the ΔΔC t method as described previously [23]. All of the assays were performed in duplicate, and a template-less reaction template was used as a negative control.

Phylogenetic tree

The evolutionary history was inferred using the Neighbor-Joining method [24], which proceeds as follows: a bootstrap consensus tree inferred from 1000 replicates is taken to represent the evolutionary history of the taxa analyzed [25]; branches corresponding to partitions reproduced in less than 50 % of the bootstrap replicates are collapsed; the percentages of replicate trees in the associated taxa clustered together in the bootstrap test (1000 replicates) are shown next to the branches; the tree is drawn to scale, with branch lengths (in the same units as those of the evolutionary distances) used to infer the phylogenetic tree. The evolutionary distances were computed, using the Poisson correction method [26], in units of the number of amino acid substitutions per site. Evolutionary analyses were conducted in MEGA5 [27].

Protein modeling and docking of C4-LysR

A model three-dimensional (3D) C4-LysR structure was created by protein fold modeling using the MUSTER (MUlti-Source ThreadER) program [28]. The protein model with the lowest level probability density function (PDF) energy was selected. The prepared protein model was energy minimized by the OPLS 2005 force field. Further, the model, thus refined, was validated using ProCheck and Ramachandran plot (RAMPAGE tool;

A molecular docking study was carried out to examine the binding interaction between the modeled C4-LysR protein and 3-HP. The active-site regions in C4-LysR for 3-HP binding were predicted, using the COACH tool, according to the highest C-scores and cluster sizes of 0.05 and 9.0, respectively. The validated model and predicted active-site residues were used to perform docking studies, using the Maestro program from the SCHRODINGER™v10.1 software package to run the docking protocol. Briefly, the target protein (C4-LysR) and the ligand (3-HP) were prepared and processed using Protein Preparation Wizard and LigPrep Wizard in the Schrodinger graphical user interface MAESTRO (version 10.1). Bond orders were assigned to the ligand, and hydrogen bonds consistent with the physiological pH (7.0) were added to the receptor. The initial ligand conformations were obtained by a Monte Carlo conformational search. Using the Receptor Grid Generation tool, a receptor grid box (scaling factor: 1.0; partial charge cutoff: 0.25 Å) was generated around the active-site residues predicted by the COACH tool. Ligand docking was performed using XP (extra precision) predefined docking settings and flexible ligand sampling within the grid box. Finally, the docked poses were visualized using the Maestro 10.1 graphical user interface.

Analytical methods

The cell concentration was determined in a 10-mm-path-length cuvette using a double-beam spectrophotometer (Lambda 20, Perkin-Elmer, Norwalk, CT). The concentrations of 3-HP were determined by HPLC using a slightly modified version of the method described elsewhere [29]. Briefly, the obtained by 10 min centrifugation of the culture samples at 10,000×g was filtered through a Tuffryn-membrane (Acrodisc; Pall Life Sciences, Port Washington, NY) and eluted through a 300 mm × 7.8 mm Aminex HPX-87H (Bio-Rad, USA) column at 65 °C using 2.5 mmol/L H2SO4 as the mobile phase.




oxidized form of nicotinamide adenine dinucleotide


real-time polymerase chain reaction

C t

cycle threshold


Authors’ contributions

SZ, SKA and SP designed the research. SZ, SKA and TTN performed the experiment. ES helped with strain ordering and experimental analysis. SZ, SKA and SP analyzed the data and wrote the manuscript. All authors read and approved the manuscript.


This study was supported by the Korean Ministry of Science, ICT and Future Planning through the Advanced Biomass R & D Center (ABC; Grant No. 2010-0029799), KAIST, Korea. This study was also supported by the “2015 Post-Doc. Development Program” of Pusan National University (for S. Zhou) and the BK 21 Plus Program for Advanced Chemical Technology at Pusan National University (for S. K. Ainala and T. T. Nguyen).

Competing interests

The authors declare that they have no competing interests.

Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (, which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver ( applies to the data made available in this article, unless otherwise stated.

Authors’ Affiliations

School of Chemical and Biomolecular Engineering, Pusan National University
Department of Biochemical Engineering, College of Pharmaceutical and Life Sciences, Changzhou University


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