Introduction
There are numerous possibilities for replacing chemical techniques with biotechnological methods based on renewable resources, to meet concerns regarding environmental sustainability. One of the most widely used renewable raw materials is vegetable oils [18,20]. Such vegetable oils and their component fatty acid provide opportunities for the manufacture of value-added products such as keto-fatty acid, which is used in the production of a variety of chemical products such as plasticizers, lubricants, detergents, cosmetics, and surfactants. A number of these compounds may be produced using bioprocesses generating lower environmental pollution than when produced by chemical processes [9].
Several reports indicate that microorganisms can convert unsaturated fatty acids to keto-fatty acids through bioprocesses. 10-Ketostearic acid is produced by Flavobacterium sp. DS5 [4] and Staphylococcus warneri [10]. 7,10-Di-hydroxy-8(E)-octadecenoic acid is produced by Pseudomonas sp. PR3 [5]. Strains of Nocardia [8] and Flavobacterium [3] produce 10-hydroxy-12-octadecenoic acid.
Corynebacterium glutamicum, a nonpathogenic, nonsporulating, gram-positive soil bacterium, has been widely used for biotechnological industrial applications [1], and is considered one of the most interesting microorganisms for use as a biocatalyst in cofactor-dependent reactions.
The whole cell catalyst shows several advantages over the cell-free system. Namely, the ability that the catalyst can be re-used for several bioconversion reactions without any loss of activity [13].
This study is one of the first reports examining the biocatalytic efficiency of C. glutamicum in converting ricinoleic acid to 12-ketooleic acid through whole cell bioconversion. Products were identified using gas chromatography/mass spectrometry (GC/MS). The reaction conditions, including pH, reaction temperature, and non-ionic detergents, for the production of 12-ketooleic acid from ricinoleic acid by recombinant C. glutamicum whole cell bioconversion were optimized. Using these optimized reaction conditions, we performed whole cell bioconversion in buffer solution and through fermentation.
Materials and Methods
Microbial Strains and Culture Medium
C. glutamicum ATCC 13032 was used throughout this study for 12-ketooleic acid production. Escherichia coli DH5α cells (Dong-In Biotech, Korea) were used for manipulation of the expression vector (Table 1). C. glutamicum seed and flask cultivation was performed at 30℃ in calf-derived brain–heart infusion (BHI) medium (Becton, Dickinson and company), composed of 5g/l beef heart, 12.5g/l calf brain, 2.5g/l disodium hydrogen phosphate, 2 g/l D(+)-glucose, 10 g/l peptone, and 5g/l sodium chloride. Phosphate-buffered saline (PBS) solution (pH 7.0-8.0) and 50 mM Tris-HCl (pH 8.0-9.0) buffer were used to optimize the reaction conditions. Batch cultivation and bioconversion were performed in a 2.5L bioreactor (Kobiotech, South Korea), with a modified CGXII medium, consisting of 20 g/l NH4SO4, 16.68 g/l KH2PO4, 13.48 g/l K2HPO4, 0.25g/l MgSO4, 30 mg/l protocatechuic acid, 10 mg/l FeSO4, 10 mg/l MnSO4, 10 mg/l CaCl2, 1 mg/l ZnSO4, 0.2 mg/l CuSO4, 20 µg/l NiCl2, 0.2 mg/l biotin, 5 g/l urea, 20 g/l glucose, and 50 mg/ml kanamycin [2].
Table 1.Strains, vectors, and oligonucleotides used in this study.
Gene Cloning
The C. glutamicum shuttle expression vectors pCESH36, pCESI16, and pCESL10 [21], which were the derivative of vector pCES208 [12], were used for cloning of the target gene (Table 1). The vectors contain a fully synthetic promoter capable of mediating the constitutive expression of heterologous genes in C. glutamicum without the addition of reagents (e.g., IPTG, rhamnose). Recombinant vectors pCESH36::ADH, pCESI16::ADH, and pCESL10::ADH were constructed by transferring the ADH gene (GenBank Accession No. GQ434006.1) of M. luteus NCTC2665 [16], digested with BamHI–NdeI using the In-fusion HD Cloning Kit (Clontech, USA), and designed oligonucleotides (Table 1). The constructed vector was transformed into C. glutamicum using the electroporation shock and heat shock method [14,17].
Whole Cell Bioconversion in Flasks
Seed cultures were grown in 14 ml polystyrene round-bottom tube flasks containing 3 ml of BHI medium at 30℃ and 200 rpm. Flask cultures were grown in 500 ml baffled flasks containing 100 ml of BHI medium inoculated with 1% (v/v) of the seed culture at 30℃ and 200 rpm. Cells were harvested at the stationary growth phase by centrifugation (Supra 22k; Hanil, South Korea) at 4,500 ×g for 15 min at 4℃. Cells were washed twice with 50 mM Tris-HCl (pH 8.0) buffer and resuspended in the same buffer. Whole cell bioconversion was initiated in 50 mM Tris-HCl (pH 8.0) buffer containing 5.6 g/l cell dry weight at pH 8.0, 35℃, and 200 rpm.
Whole Cell Bioconversion in Bioreactors
Seed cultures were grown in 14 ml polystyrene round-bottom tube flasks containing 3 ml of BHI medium at 30℃ and 200 rpm. Then 1% (v/v) of C. glutamicum harboring pCESL10::ADH seed culture was cultivated in 100 ml of BHI medium in a 500 ml baffle flask at 30℃ and 200 rpm. For preparation of the batch culture, the flask culture was inoculated into a 2.5L bioreactor (Kobiotech, South Korea) at 10% (v/v) inoculation volume and 1 L operating volume. Dissolved oxygen was provided by injection of filtered air at a flow rate of 1.5vvm, and the agitation speed was maintained at 200 rpm. The culture pH was maintained at 7.0 through automatic addition of 5 M NaOH and 5 M HCl solutions until cells reached the stationary growth phase. Bioconversion was initiated subsequently by shifting the pH to 8.0 and temperature to 35℃.
Product Analysis by Gas Chromatography/Mass Spectrometry
The concentrations of the remaining fatty acids and accumulated keto-fatty acid in the reaction medium (e.g., ricinoleic acid, 12-ketooleic acid) were determined as previously described [7]. The reaction medium was mixed with ethyl acetate containing 0.1 or 0.5g/l palmitic acid as an internal standard. The organic phase was harvested after vigorous vortexing and then subjected to derivatization with N-methyl-N-(trimethylsilyl) trifluoroacetamide (TMS)/pyridine (1:3 (v/v)). The TMS derivatives were analyzed using a 5975 series MSD and Agilent 7890A gas chromatograph. The derivatives were separated on a nonpolar capillary column (30 m length, 0.25 µm film thickness; HP-5MS; Agilent Technologies, Palo Alto, CA, USA). A linear temperature gradient was programmed as 90℃, 5℃/min to 280℃, with an injection port temperature of 230℃. Samples were injected at a split ratio of 1:5. Mass spectra were obtained by electron impact ionization at 70 eV. Scan spectra were obtained within the 100–600 m/z range. Selected ion monitoring was used for the detection and fragmentation analysis of the reaction products [6].
Results and Discussion
Selection of Recombinant Corynebacterium Strains by Whole Cell Bioconversion
For optimal yield and productivity, it is important to select appropriate promoters for the target gene. From an economic standpoint, constitutive promoters are superior to inducible promoters [11,18]. Therefore, we used pCES208 vectors, each containing a synthetic promoter (H36, I16, or L10) allowing for the constitutive expression of heterologous genes, for the transformation of C. glutamicum.
C. glutamicum-pCESL10::ADH (C. glutamicum expressing ADH under the control of the constitutive L10 promoter) produced the highest 12-ketooleic acid yield (data not shown) and therefore was selected for 12-ketooleic acid production by whole cell bioconversion.
Gas chromatographic analysis of the conversion product revealed a single, new GC peak that was determined to be 12-ketooleic acid (Figs. 1A and 1B).
Fig. 1.Gas chromatography/mass spectrometry (GC/MS) analyses of biocenversion products. (A) Gas chromatogram of trimethylsilyl (TMS) derivatives recovered after bioconversion of ricinoleic acid by recombinant C. glutamicum. Peaks were identified as (i) trimethylsilyl palmitate (internal standard), (ii) trimethylsilyl ricinoleic acid, and (iii) trimethylsilyl 12-ketooleic acid. (B) Chemical structure and GC/MS spectra of trimethylsilylated 12-ketooleic acid.
Effects of pH and Reaction Temperature on the Production of 12-Ketooleic Acid by Whole Cell Bioconversion
The conversion of ricinoleic acid to 12-ketooleic acid by whole cells of recombinant C. glutamicum was examined by varying the pH from 7.0 to 9.0, and the reaction temperature from 25℃ to 45℃, using a constant cell dry weight of 5.6 g/l. To optimize whole cell bioconversion reaction conditions, we examined the effects of pH and reaction temperature on bioconversion containing two types of buffer solutions with the addition of 5 mM ricinoleic acid and 0.05 g/l Tween 80. The optimal pH yielding the highest conversion efficiency of ricinoleic acid to 12-ketooleic acid was determined using either a 50mM PBS buffer or 50 mM Tris-HCl buffer (Fig. 2A). The pH 8.0 conversion data indicate that the Tris-HCl buffer is more suitable than the PBS buffer for the conversion of ricinoleic acid to 12-ketooleic acid by recombinant C. glutamicum. The conversion efficiency of ricinoleic acid to 12-ketooleic acid using the 50 mM Tris-HCl (pH 8.0) buffer was relatively high; the relative conversion efficiency decreased at a pH higher or lower than 8.0. Therefore, pH 8.0 was determined as optimal for the conversion of ricinoleic acid to 12-ketooleic acid. In addition, we studied the effect of reaction temperature (25–45℃) on whole cell bioconversion in 50mM Tris-HCl (pH 8.0) buffer (Fig. 2B). The conversion efficiency of ricinoleic acid to 12-ketooleic acid was poor at 40℃ and 45℃ compared with that at 25℃, 30℃, and 35℃. At temperatures higher than 40℃, recombinant C. glutamicum exhibited both decreased growth and low conversion efficiency. When the temperature range of 25℃ to 35℃ was examined, maximum conversion efficiency was apparent at 35℃. These results indicate that the conversion of ricinoleic acid to 12-ketooleic acid is most affected by pH and reaction temperature. Thus, optimizing the pH and reaction temperature is critical for the production of 12-ketooleic acid by whole cell bioconversion in recombinant C. glutamicum.
Fig. 2.Effects of pH and reaction temperature on whole cell bioconversion in recombinant C. glutamicum. (A) Effect of pH; Whole cell bioconversion was performed in 50 mM PBS buffer ( □ ) for pH 7.0 to 8.0, and 50 mM Tris-HCl buffer ( ■ ) for pH 8.0 to 9.0, in addition to 5 mM ricinooleic acid and 0.05 g/l Tween 80 for 2 h. (B) Effect of temperature; Whole cell bioconversion was performed in 50 mM Tris-HCl (pH 8.0) buffer containing 5 mM ricinoleic acid and 0.05 g/l Tween 80 for 2 h with a reaction temperature range of 25℃ to 45℃.
Effects of Non-Ionic Detergents on the Production of 12-Ketooleic Acid by Whole Cell Bioconversion
Detergents are generally used to disrupt biological membranes and solubilize membrane proteins or to ensure homogeneity of soluble proteins in suspensions. Ionic detergents denature protein, whereas non-ionic detergents do not. Therefore, appropriate detergents must be chosen to avoid the denaturation and inactivation of proteins. Non-ionic detergents contribute to the uniform distribution of unsaturated fatty acids in aqueous solutions, enabling their effective utilization as substrates by microorganisms [15,19].
Therefore, we examined which non-ionic detergents contributed the most to the production of 12-ketooleic acid from ricinoleic acid by whole cell bioconversion in recombinant C. glutamicum (Figs. 3A and 3B). Fig. 3A demonstrates the relative conversion efficiency of 12-ketooleic acid using the non-ionic detergents Tween 20, Tween 40, Tween 80, Triton X-100, Triton X-114, Span 20, and Span 80 (at a concentration of 0.05 g/l). Of the non-ionic detergents examined, Tween 80 resulted in the highest production of 12-ketooleic acid; a 1.4× increase compared with the control sample (no added non-ionic detergents). These results indicate that non-ionic detergents are required to improve the ability of recombinant C. glutamicum to produce 12-ketooleic acid from ricinoleic acid. The conversion efficiency of 12-ketooleic acid relative to the concentration of Tween 80 (0–0.09 g/l) used is shown in Fig. 3B. Addition of Tween 80, at any concentration, improved the conversion efficiency; the highest production of 12-ketooleic acid was attained at a concentration of 0.05 g/l.
Fig. 3.Effects of detergents on the conversion of ricinoleic acid to 12-ketooleic acid by whole cell bioconversion in recombinant C. glutamicum. (A) The effect of various types of non-ionic detergents. Whole cell bioconversion was performed in 50 mM Tris-HCl (pH 8.0) buffer containing a cell dry weight of 5.6 g/l, 5 mM ricinoleic acid, and 0.05 g/l detergent at 35℃ for 2 h. (B) The effect of Tween 80 concentration. Whole cell bioconversions were performed in 50 mM Tris-HCl (pH 8.0) buffer containing a cell dry weight of 5.6 g/l, 5 mM ricinoleic acid, and varying concentrations of Tween 80 at 35℃ for 2 h.
Whole Cell Bioconversion Based on Buffer Solution Under the Optimized Conditions
Three milliliters of recombinant C. glutamicum seed culture was grown in a 14 ml round-bottom tube overnight; flask cultivation was performed in BHI medium containing 50 mg kanamycin/ml at 30℃ and 200 rpm until reaching the stationary phase. Subsequent to cell harvesting and resuspension, whole cell bioconversion of ricinoleic acid to 12-ketooleic acid was performed under the optimized conditions in 50 mM Tris-HCl (pH 8.0) buffer containing 5 mM ricinoleic acid and 0.05 g/l Tween 80 for 2 h. (Fig. 4). The resulting data, analyzed using GC/MS, indicate a maximum conversion yield of 72% and maximum volumetric productivity of 1.2 g/l/h.
Fig. 4.Whole cell bioconversion of ricinoleic acid to 12-ketooleic acid under optimized conditions in 50 mM Tris-HCl (pH 8.0) buffer containing 5 mM ricinoleic acid and 0.05 g/l Tween 80 for 2 h. Subsequent to cultivation in BHI medium, cells were harvested at the stationary growth phase and resuspended in reaction medium to a cell density of 5.6 g/l cell dry weight. Symbols indicate concentration of ricinoleic acid (△), and 12-ketooleic acid (▽) for C. glutamicum-pCESL10; and of ricinoleic acid ( ▲ ) and 12-ketooleic acid ( ▼ ) for C. glutamicum-pCESL10::ADH.
Whole Cell Bioconversion Depends on the Medium Under Optimized Conditions
For industrial-scale production, performing bioconversion reactions directly in the medium is simpler and cheaper than using a buffer-based system. Therefore, whole cell bioconversion of ricinoleic acid to 12-ketooleic acid was performed in modified CGXII medium under the optimized reaction conditions (pH 8.0, 35℃) in a 2.5 L bioreactor (Kobiotech, South Korea). When cells reached the stationary growth phase, bioconversion was initiated by the addition of 10 mM ricinoleic acid and 0.05 g/l Tween 80 (Fig. 5). GC/MS analysis revealed that 5.3 mM ricinoleic acid was consumed, and 3.9 mM 12-ketooleic acid was produced. The maximum volumetric productivity was 0.69 g/l/h and the maximum conversion yield was 74% (mol/mol). The result indicated that the production of 12-ketooleic acid by whole cells of recombinant C. glutamicum under optimized conditions would be a good approach in terms of conversion yield; however, the productivity was lower than that of buffer-based whole cell bioconversion. These results will be beneficial for the biological production of 12-ketooleic acid at an industrial scale.
Fig. 5.Whole cell bioconversion of ricinoleic acid to 12-ketooleic acid in CGXII medium under the optimized conditions. At stationary growth phase, 10 mM ricinoleic acid and 0.05 g/l Tween 80 were added and the reaction was performed for 4 h. Symbols indicate concentration of ricinoleic acid (△), and 12-ketooleic acid (▽) for C. glutamicum-pCESL10; and of ricinoleic acid (▲ ) and 12-ketooleic acid ( ▼ ) for C. glutamicum-pCESL10::ADH.
참고문헌
- Doo EH, Lee WH, Seo HS, Seo JH, Park JB. 2009. Productivity of cyclohexanone oxidation of the recombinant Corynebacterium glutamicum expressing chnB of Acinetobacter calcoaceticus. J. Biotechnol. 142: 164-169. https://doi.org/10.1016/j.jbiotec.2009.04.008
- Hoffmann J, Altenbuchner J. 2014. Hyaluronic acid production with Corynebacterium glutamicum: effect of media composition on yield and molecular weight. J. Appl. Microbiol. 117: 663-678. https://doi.org/10.1111/jam.12553
- Hou CT. 1994. Conversion of linoleic acid to 10-hydroxy-12(Z)-octadecenoic acid by Flavobacterium sp. (NRRL B-14859). J. Am. Oil Chem. Soc. 71: 975-978. https://doi.org/10.1007/BF02542264
- Hou CT. 1994. Production of 10-ketostearic acid from oleic acid by Flavobacterium sp. strain DS5 (NRRL B-1485 9). Appl. Environ. Microbiol. 60: 3760-3763.
- Hou CT, Bagby MO. 1991. Production of a new compound, 7-10-dihydroxy-8-(E)-octadecenoic acid, by a Pseudomonas sp. PR3. J. Ind. Microbiol. 7: 123-130. https://doi.org/10.1007/BF01576074
- Jang HY, Jeon EY, Baek AH, Lee SM, Park JB. 2014. Production of ω-hydroxyundec-9-enoic acid and n-heptanoic acid from ricinoleic acid by recombinant Escherichia coli-based biocatalyst. Process Biochem. 49: 617-622. https://doi.org/10.1016/j.procbio.2014.01.025
- Joo YC, Seo ES, Kim YS, Kim KR, Park JB, Oh DK. 2012. Production of 10-hydroxystearic acid from oleic acid by recombinant Escherichia coli containing oleate hydratase from Stenotrophomonas maltaophilia. J. Biotechnol. 158: 17-23. https://doi.org/10.1016/j.jbiotec.2012.01.002
- Koritala S, Bagby MO. 1992. Microbial conversion of linoleic and linolenic acids to unsaturated hydroxy fatty acids. J. Am. Oil Chem. Soc. 67: 575-578. https://doi.org/10.1007/BF02636111
- Kuo TM, Nakamura LK, Lanser AC. 2002. Conversion of fatty acid by Bacillus sphaericus-like organisms. Curr. Microbiol. 45: 265-271. https://doi.org/10.1007/s00284-002-3748-z
- Lanser AC, Nakamura LK. 1996. Identification of a Staphylococcus warneri species that converts oleic acid to 10-ketostearic acid. Curr. Microbiol. 32: 260-263. https://doi.org/10.1007/s002849900047
- Lee JH. 2014. Development and characterization of expression vectors for Corynebacterium glutamicum. J. Microbiol. Biotechnol. 24: 70-79. https://doi.org/10.4014/jmb.1310.10032
- Park JU, Jo JH, Kim YJ, Chung SS, Lee JH, Lee HH. 2008. Construction of heat-inducible expression vector of Corynebacterium glutamicum and C. ammoniagenes: fusion of lambda operator with promoters isolated from C. ammoniagenes. J. Microbiol. Biotechnol. 18: 639-647.
- Richter N, Neumann M, Liese A, Wohlgemuth R, Weckbecker A, Eggert T, Hummel W. 2010. Characterization of a whole-cell catalyst co-expressing glycerol dehydrogenase and glucose dehydrogenase and its application in the synthesis of L-glyceraldehyde. Biotechnol. Bioeng. 106: 541-552. https://doi.org/10.1002/bit.22714
- Sambrook J, Russell DW. 2001. Molecular Cloning: a Laboratory Manual. Cold Spring Harbor Laboratory, Press, NY.
- Sen A, Semiz A. 2007. Effects of metals and detergents on biotransformation and detoxification enzymes of leaping mullet (Liza saliens). Ecotoxicol. Environ. Saf. 68: 405-411. https://doi.org/10.1016/j.ecoenv.2006.08.007
- Song JW, Jeon EY, Song DH, Jang HY, Bornscheuer UT, Oh DK, Park JB. 2013. Multistep enzymatic synthesis of longchain α,ω-dicarboxylic and ω-hydroxycarboxylic acids from renewable fatty acids and plant oils. Angew. Chem. Int. Ed. 52: 2534-2537. https://doi.org/10.1002/anie.201209187
- Tauch A, Kirchner O, Löffler B, Götker S, Pühler A, Kalinowski J. 2002. Efficient electrotransformation of Corynebacterium diphtheriae with a mini-replicon derived from the Corynebacterium glutamicum plasmid pGA1. Curr. Microbiol. 45: 362-367. https://doi.org/10.1007/s00284-002-3728-3
- Willke TH, Vorlop KD. 2004. Industrial bioconversion of renewable resources as an alternative to conventional chemistry. Appl. Microbiol. Biotechnol. 66: 131-142. https://doi.org/10.1007/s00253-004-1733-0
- Woldringh CL. 1970. Lysis of the cell membrane of Escherichia coli K12 by ionic detergents. Biochim. Biophys. Acta 224: 288-290. https://doi.org/10.1016/0005-2787(70)90650-7
- Xia Y, Larock RC. 2010. Vegetable oil-based polymeric materials: synthesis, properties, and applications. Green Chem. 12: 1893-1909. https://doi.org/10.1039/c0gc00264j
- Yim SS, An SJ, Kang MS, Lee JH, Jeong KJ. 2013. Isolation of fully synthetic promoters for high-level gene expression in Corynebacterium glutamicum. Biotechnol. Bioeng. 110: 2959-2969. https://doi.org/10.1002/bit.24954
피인용 문헌
- The Actinobacterium Corynebacterium glutamicum, an Industrial Workhorse vol.26, pp.5, 2015, https://doi.org/10.4014/jmb.1601.01053
- Bioprocess engineering to produce 9-(nonanoyloxy) nonanoic acid by a recombinant Corynebacterium glutamicum-based biocatalyst vol.44, pp.9, 2017, https://doi.org/10.1007/s10295-017-1945-9
- Whole cell biocatalysts: essential workers from Nature to the industry vol.10, pp.2, 2015, https://doi.org/10.1111/1751-7915.12363
- Inversion of cpADH5 Enantiopreference and Altered Chain Length Specificity for Methyl 3‐Hydroxyalkanoates vol.23, pp.51, 2015, https://doi.org/10.1002/chem.201702581
- Microbial bioconversion of ginsenosides in Panax ginseng and their improved bioactivities vol.34, pp.7, 2018, https://doi.org/10.1080/87559129.2018.1424183
- Recombinant Protein Expression System in Corynebacterium glutamicum and Its Application vol.9, pp.None, 2015, https://doi.org/10.3389/fmicb.2018.02523
- Characterization of Two VAO-Type Flavoprotein Oxidases from Myceliophthora thermophila vol.23, pp.1, 2018, https://doi.org/10.3390/molecules23010111
- Ultrasound-assisted D-tartaric acid whole-cell bioconversion by recombinant Escherichia coli vol.42, pp.None, 2015, https://doi.org/10.1016/j.ultsonch.2017.11.002
- Knockout of secondary alcohol dehydrogenase in Nocardia cholesterolicum NRRL 5767 by CRISPR/Cas9 genome editing technology vol.15, pp.3, 2020, https://doi.org/10.1371/journal.pone.0230915
- Production of trans-cinnamic acid by whole-cell bioconversion from l-phenylalanine in engineered Corynebacterium glutamicum vol.20, pp.1, 2015, https://doi.org/10.1186/s12934-021-01631-1