Production of Phenylacetylcarbinol via Biotransformation Using the Co-Culture of Candida tropicalis TISTR 5306 and Saccharomyces cerevisiae TISTR 5606 as the Biocatalyst
Abstract
:1. Introduction
2. Materials and Methods
2.1. SCB, Cultivation Media, and Enzyme Mixtures
2.2. Microorganisms
2.3. Pretreatment
2.4. Experimental Design
2.5. Screening of Yeasts for the Production of Ethanol and Frozen–Thawed Whole Cells as a Source of PDC in 250 mL Batch Mode
2.6. Screening of a Single Yeast Strain or Co-Culture Cultivation for PAC Production via Biotransformation Process in a Single-Phase Emulsion System
2.7. Selection of Suitable Cultivation Period for the Production of Ethanol and Whole-Cell Biomass by the Selected Yeast Culture in a 100 L Bioreactor
2.8. Selection of Suitable Initial [Pyr]/[Bz] Ratio for PAC Production through the Biotransformation Process in a Single-Phase Emulsion System
2.9. PAC Production through Biotransformation Process in a Two-Phase Emulsion System with the Selected [Pyr]/[Bz] Ratio Using Frozen–Thawed Whole Cells Derived from 100 L Bioreactor
2.10. Analytical Techniques
2.11. Preliminary Cost Analysis
2.12. Statistical Analysis
3. Results and Discussion
3.1. Screening of Yeasts for the Production of Ethanol and Frozen–Thawed Whole Cells as a Source of PDC in 250 mL Batch Mode
3.2. Screening of a Single Yeast Strain or Co-Culture Cultivation for PAC Production via Biotransformation Process in a Single-Phase Emulsion System
3.3. Selection of Suitable Cultivation Period for the Production of Ethanol and Whole-Cell Biomass by the Selected Yeast Culture in a 100 L Bioreactor
3.4. Selection of Suitable Initial [Pyr]/[Bz] Ratio for PAC Production through the Biotransformation Process in a Single-Phase Emulsion System
3.5. PAC Production through Biotransformation Process in a Two-Phase Emulsion System with the Selected [Pyr]/[Bz] Ratio Using Frozen–Thawed Whole Cells Derived from 100 L Bioreactor
3.6. Preliminary Cost Analysis for the Production of PAC
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
References
- Shukla, V.; Kulkarni, P. L-Phenylacetylcarbinol (L-PAC): Biosynthesis and industrial applications. World J. Microbiol. Biotechnol. 2000, 16, 499–506. [Google Scholar] [CrossRef]
- Brussee, J.; Roos, E.; Van der Gen, A. Bio-organic synthesis of optically active cyanohydrins and acyloins. Tetrahedron Lett. 1988, 29, 4485–4488. [Google Scholar] [CrossRef]
- Subramanian, P.M.; Chatterjee, S.K.; Bhatia, M.C. Synthesis of (1RS, 2SR)-(±)-2-amino-1-phenyl-1-propanol from (R)-(−)-1-hydroxy-1-phenyl-2-propanone. J. Chem. Technol. Biotechnol. 1987, 39, 215–218. [Google Scholar] [CrossRef]
- Davis, F.A.; Sheppard, A.C.; Chen, B.C.; Haque, M.S. Chemistry of oxaziridines. 14. Asymmetric oxidation of ketone enolates using enantiomerically pure (camphorylsulfonyl) oxaziridine. J. Am. Chem. Soc. 1990, 112, 6679–6690. [Google Scholar] [CrossRef]
- Mochizuki, N.; Hiramatsu, S.; Sugai, T.; Ohta, H.; Morita, H.; Itokawa, H. Improved conditions for the production and characterization of 1-arylpropane-1,2-diols and related compounds. Biosci. Biotechnol. Biochem. 1995, 59, 2282–2291. [Google Scholar] [CrossRef]
- Oliver, A.L.; Anderson, B.N.; Roddick, F.A. Factors affecting the production of L-phenylacetylcarbinol by yeast: A case study. Adv. Microb. Physiol. 1999, 41, 1–45. [Google Scholar]
- Leksawasdi, N.; Breuer, M.; Hauer, B.; Rosche, B.L.; Rogers, P. Kinetics of pyruvate decarboxylase deactivation by benzaldehyde. Biocatal. Biotransformation 2003, 21, 315–320. [Google Scholar] [CrossRef]
- Pronk, J.T.; Yde Steensma, H.; Van Dijken, J.P. Pyruvate metabolism in Saccharomyces cerevisiae. Yeast 1996, 12, 1607–1633. [Google Scholar] [CrossRef]
- Killenberg-Jabs, M.; Jabs, A.; Lilie, H.; Golbik, R.; Hübner, G. Active oligomeric states of pyruvate decarboxylase and their functional characterization. Eur. J. Biochem. 2001, 268, 1698–1704. [Google Scholar] [CrossRef] [PubMed]
- Nunta, R.; Techapun, C.; Kuntiya, A.; Hanmuangjai, P.; Moukamnerd, C.; Khemacheewakul, J.; Sommanee, S.; Reungsang, A.; Boonmee Kongkeitkajorn, M.; Leksawasdi, N. Ethanol and phenylacetylcarbinol production processes of Candida tropicalis TISTR 5306 and Saccharomyces cerevisiae TISTR 5606 in fresh juices from longan fruit of various sizes. J. Food Process. Preserv. 2018, 42, e13815. [Google Scholar] [CrossRef]
- Goetz, G.; Iwan, P.; Hauer, B.; Breuer, M.; Pohl, M. Continuous production of (R)-phenylacetylcarbinol in an enzyme-membrane reactor using a potent mutant of pyruvate decarboxylase from Zymomonas mobilis. Biotechnol. Bioeng. 2001, 74, 317–325. [Google Scholar] [CrossRef]
- Yun, H.; Kim, B.-G. Enzymatic production of (R)-phenylacetylcarbinol by pyruvate decarboxylase from Zymomonas mobilis. Biotechnol. Bioprocess Eng. 2008, 13, 372–376. [Google Scholar] [CrossRef]
- Tangtua, J.; Techapun, C.; Pratanaphon, R.; Kuntiya, A.; Chaiyaso, T.; Hanmuangjai, P.; Seesuriyachan, P.; Leksawasdi, N. Screening of 50 microbial strains for production of ethanol and (R)-phenylacetylcarbinol. Chiang Mai J. Sci 2013, 40, 299–304. [Google Scholar]
- Rogers, P.; Shin, H.; Wang, B. Biotransformation for L-ephedrine production. Biotreat. Downstr. Process. Model. 1997, 33–59. [Google Scholar]
- Andreu, C.; del Olmo, M. Potential of some yeast strains in the stereoselective synthesis of (R)-(−)-phenylacetylcarbinol and (S)-(+)-phenylacetylcarbinol and their reduced 1, 2-dialcohol derivatives. Appl. Microbiol. Biotechnol. 2014, 98, 5901–5913. [Google Scholar] [CrossRef] [PubMed]
- Rosche, B.; Leksawasdi, N.; Sandford, V.; Breuer, M.; Hauer, B.; Rogers, P. Enzymatic (R)-phenylacetylcarbinol production in benzaldehyde emulsions. Appl. Microbiol. Biotechnol. 2002, 60, 94–100. [Google Scholar] [PubMed]
- Bae, J.W.; Han, J.H.; Park, M.S.; Lee, S.-G.; Lee, E.Y.; Jeong, Y.J.; Park, S. Development of recombinant Pseudomonas putida containing homologous styrene monooxygenase genes for the production of (S)-styrene oxide. Biotechnol. Bioprocess Eng. 2006, 11, 530–537. [Google Scholar] [CrossRef]
- Xu, Z.; Fang, L.; Lin, J.; Jiang, X.; Liu, Y.; Cen, P. Efficient bioreduction of ethyl 4-chloro-3-oxobutanoate to (S)-4-chloro-3-hydrobutanoate by whole cells of Candida magnoliae in water/n-butyl acetate two-phase system. Biotechnol. Bioprocess Eng. 2006, 11, 48–53. [Google Scholar] [CrossRef]
- Khemacheewakul, J.; Taesuwan, S.; Nunta, R.; Techapun, C.; Phimolsiripol, Y.; Rachtanapun, P.; Jantanasakulwong, K.; Porninta, K.; Sommanee, S.; Mahakuntha, C. Validation of mathematical model with phosphate activation effect by batch (R)-phenylacetylcarbinol biotransformation process utilizing Candida tropicalis pyruvate decarboxylase in phosphate buffer. Sci. Rep. 2021, 11, 1–11. [Google Scholar] [CrossRef]
- Kandar, S.; Suresh, A.; Noronha, S.B. (R)-PAC biosynthesis in [BMIM][PF 6]/aqueous biphasic system using Saccharomyces cerevisiae BY4741 cells. Appl. Biochem. Biotechnol. 2015, 175, 1771–1788. [Google Scholar] [CrossRef] [PubMed]
- Bruder, S.; Boles, E. Improvement of the yeast based (R)-phenylacetylcarbinol production process via reduction of by-product formation. Biochem. Eng. J. 2017, 120, 103–112. [Google Scholar] [CrossRef]
- Leksawasdi, N.; Porninta, K.; Khemacheewakul, J.; Techapun, C.; Phimolsiripol, Y.; Nunta, R.; Trinh, N.T.N.; Reungsang, A. Longan syrup and related products: Processing technology and new product developments. In Asian Berries; CRC Press: Boca Raton, FL, USA, 2020; pp. 123–148. [Google Scholar]
- Yadav, K.S.; Naseeruddin, S.; Prashanthi, G.S.; Sateesh, L.; Rao, L.V. Bioethanol fermentation of concentrated rice straw hydrolysate using co-culture of Saccharomyces cerevisiae and Pichia stipitis. Bioresour. Technol. 2011, 102, 6473–6478. [Google Scholar] [CrossRef] [PubMed]
- Ungureanu, N.; Vlăduț, V.; Biriș, S.-Ș. Sustainable valorization of waste and by-products from sugarcane processing. Sustainability 2022, 14, 11089. [Google Scholar] [CrossRef]
- Nunta, R.; Techapun, C.; Sommanee, S.; Mahakuntha, C.; Porninta, K.; Punyodom, W.; Phimolsiripol, Y.; Rachtanapun, P.; Wang, W.; Zhuang, X.; et al. Valorization of rice straw, sugarcane bagasse and sweet sorghum bagasse for the production of bioethanol and phenylacetylcarbinol. Sci. Rep. 2023, 13, 727. [Google Scholar] [CrossRef] [PubMed]
- Yang, S.-T. Bioprocessing for Value-Added Products from Renewable Resources: New Technologies and Applications; Elsevier: Amsterdam, The Netherlands, 2011. [Google Scholar]
- Chen, Y. Development and application of co-culture for ethanol production by co-fermentation of glucose and xylose: A systematic review. J. Ind. Microbiol. Biotechnol. 2011, 38, 581–597. [Google Scholar] [CrossRef]
- Singh, A.; Bajar, S.; Bishnoi, N.R. Enzymatic hydrolysis of microwave alkali pretreated rice husk for ethanol production by Saccharomyces cerevisiae, Scheffersomyces stipitis and their co-culture. Fuel 2014, 116, 699–702. [Google Scholar] [CrossRef]
- Sopandi, T.; Wardah, A. Ethanol production and sugar consumption of co-culture Saccharomyces cerevisiae FNCC 3012 with Candida tropicalis FNCC 3033 in media containing inhibitor fermentation. J. Microbiol. Biotechnol. Food Sci. 2017, 2021, 160–167. [Google Scholar] [CrossRef]
- Ghose, T. Measurement of cellulase activities. Pure Appl. Chem. 1987, 59, 257–268. [Google Scholar] [CrossRef]
- Borzani, W.; Vairo, M.L. Quantitative adsorption of methylene blue by dead yeast cells. J. Bacteriol. 1958, 76, 251–255. [Google Scholar] [CrossRef] [PubMed]
- Sharma, S.K.; Kalra, K.L.; Kocher, G.S. Fermentation of enzymatic hydrolysate of sunflower hulls for ethanol production and its scale-up. Biomass Bioenergy 2004, 27, 399–402. [Google Scholar] [CrossRef]
- Bradford, M.M. A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Anal. Biochem. 1976, 72, 248–254. [Google Scholar] [CrossRef] [PubMed]
- Alloue-Boraud, W.A.M.; N’Guessan, K.F.; Djeni, N.; Hiligsmann, S.; Djè, K.M.; Delvigne, F. Fermentation profile of Saccharomyces cerevisiae and Candida tropicalis as starter cultures on barley malt medium. J. Food Sci. Technol. 2015, 52, 5236–5242. [Google Scholar] [CrossRef] [PubMed]
- Schirmer-Michel, A.C.; Flôres, S.H.; Hertz, P.F.; Matos, G.S.; Ayub, M.A.Z. Production of ethanol from soybean hull hydrolysate by osmotolerant Candida guilliermondii NRRL Y-2075. Bioresour. Technol. 2008, 99, 2898–2904. [Google Scholar] [CrossRef] [PubMed]
- Chandel, A.K.; Kapoor, R.K.; Singh, A.; Kuhad, R.C. Detoxification of sugarcane bagasse hydrolysate improves ethanol production by Candida shehatae NCIM 3501. Bioresour. Technol. 2007, 98, 1947–1950. [Google Scholar] [CrossRef]
- Ha, S.-J.; Galazka, J.M.; Rin Kim, S.; Choi, J.-H.; Yang, X.; Seo, J.-H.; Louise Glass, N.; Cate, J.H.; Jin, Y.-S. Engineered Saccharomyces cerevisiae capable of simultaneous cellobiose and xylose fermentation. Proc. Natl. Acad. Sci. USA 2011, 108, 504–509. [Google Scholar] [CrossRef]
- Skoog, D.A.; Holler, F.J.; Crouch, S.R. Principles of Instrumental Analysis, 7th ed.; Cengage Learning: Southbank, VIC, Australia, 2018; 959p. [Google Scholar]
- Sandford, V.; Breuer, M.; Hauer, B.; Rogers, P.; Rosche, B. (R)-phenylacetylcarbinol production in aqueous/organic two-phase systems using partially purified pyruvate decarboxylase from Candida utilis. Biotechnol. Bioeng. 2005, 91, 190–198. [Google Scholar] [CrossRef]
- Tuma, D.J.; Hoffman, T.; Sorrell, M.F. The chemistry of acetaldehyde-protein adducts. Alcohol Alcohol. (Oxf. Oxfs.) Suppl. 1991, 1, 271–276. [Google Scholar]
- Nunta, R.; Techapun, C.; Jantanasakulwong, K.; Chaiyaso, T.; Seesuriyachan, P.; Khemacheewakul, J.; Mahakuntha, C.; Porninta, K.; Sommanee, S.; Trinh, N.T. Batch and continuous cultivation processes of Candida tropicalis TISTR 5306 for ethanol and pyruvate decarboxylase production in fresh longan juice with optimal carbon to nitrogen molar ratio. J. Food Process Eng. 2019, 42, e13227. [Google Scholar] [CrossRef]
- Hickert, L.R.; da Cunha-Pereira, F.; de Souza-Cruz, P.B.; Rosa, C.A.; Ayub, M.A.Z. Ethanogenic fermentation of co-cultures of Candida shehatae HM 52.2 and Saccharomyces cerevisiae ICV D254 in synthetic medium and rice hull hydrolysate. Bioresour. Technol. 2013, 131, 508–514. [Google Scholar] [CrossRef]
- Tesfaw, A.; Assefa, F. Current trends in bioethanol production by Saccharomyces cerevisiae: Substrate, inhibitor reduction, growth variables, coculture, and immobilization. Int. Sch. Res. Not. 2014, 2014, 532852. [Google Scholar] [CrossRef]
- Khan, T.R.; Daugulis, A.J. Application of solid–liquid TPPBs to the production of L-phenylacetylcarbinol from benzaldehyde using Candida utilis. Biotechnol. Bioeng. 2010, 107, 633–641. [Google Scholar] [CrossRef] [PubMed]
- Sankar, M.; Nowicka, E.; Carter, E.; Murphy, D.M.; Knight, D.W.; Bethell, D.; Hutchings, G.J. The benzaldehyde oxidation paradox explained by the interception of peroxy radical by benzyl alcohol. Nat. Commun. 2014, 5, 1–6. [Google Scholar] [CrossRef] [PubMed]
- Iyer, P.V.; Ananthanarayan, L. Enzyme stability and stabilization—Aqueous and non-aqueous environment. Process Biochem. 2008, 43, 1019–1032. [Google Scholar] [CrossRef]
- Eş, I.; Vieira, J.D.G.; Amaral, A.C. Principles, techniques, and applications of biocatalyst immobilization for industrial application. Appl. Microbiol. Biotechnol. 2015, 99, 2065–2082. [Google Scholar] [CrossRef]
- Wachtmeister, J.; Rother, D. Recent advances in whole cell biocatalysis techniques bridging from investigative to industrial scale. Curr. Opin. Biotechnol. 2016, 42, 169–177. [Google Scholar] [CrossRef]
- De Santis, P.; Meyer, L.-E.; Kara, S. The rise of continuous flow biocatalysis–fundamentals, very recent developments and future perspectives. React. Chem. Eng. 2020, 5, 2155–2184. [Google Scholar] [CrossRef]
- Xu, K.-X.; Xue, M.-G.; Li, Z.; Ye, B.-C.; Zhang, B. Recent progress on feasible strategies for arbutin production. Front. Bioeng. Biotechnol. 2022, 10, 914280. [Google Scholar] [CrossRef] [PubMed]
- Wu, Q.-Y.; Huang, Z.-Y.; Wang, J.-Y.; Yu, H.-L.; Xu, J.-H. Construction of an Escherichia coli cell factory to synthesize taxadien-5α-ol, the key precursor of anti-cancer drug paclitaxel. Bioresour. Bioprocess. 2022, 9, 82. [Google Scholar] [CrossRef]
Time (h) | Produced [Ethanol] (Max. Score * 100) | Produced [Dried Biomass] (Max. Score 100) | Volumetric PDC Activity (Max. Score 50) | Specific PDC Activity (Max. Score 50) | Total Points (Max. Score 300) | |||||
---|---|---|---|---|---|---|---|---|---|---|
0 | 0.00 ± 0.00 | F | 0.00 ± 0.00 | D | 3.12 ± 0.16 | F | 50.0 ± 2.0 | A | 53.1 ± 2.0 | G |
8 | 46.2 ± 2.3 | E | 62.5 ± 1.3 | C | 13.7 ± 0.3 | E | 9.49 ± 0.25 | F | 132 ± 3 | F |
16 | 97.3 ± 3.9 | AB | 100 ± 2.2 | A | 13.8 ± 0.6 | E | 7.16 ± 0.23 | G | 218 ± 5 | E |
24 | 98.1 ± 4.6 | AB | 95.9 ± 3.6 | A | 23.8 ± 0.5 | D | 12.5 ± 0.5 | E | 230 ± 6 | CD |
32 | 100 ± 2.1 | A | 89.6 ± 3.3 | B | 23.4 ± 0.6 | D | 10.7 ± 0.4 | F | 224 ± 4 | DE |
40 | 93.1 ± 4.4 | BC | 88.9 ± 2.4 | B | 40.0 ± 1.6 | C | 17.3 ± 0.3 | CD | 239 ± 5 | AB |
48 | 90.0 ± 4.9 | CD | 88.7 ± 1.3 | B | 42.1 ± 1.9 | BC | 16.6 ± 0.6 | D | 237 ± 5 | BC |
56 | 86.5 ± 3.6 | D | 88.5 ± 2.3 | B | 50.0 ± 1.4 | A | 20.9 ± 0.6 | B | 246 ± 5 | A |
64 | 85.0 ± 3.1 | D | 86.0 ± 2.6 | B | 42.7 ± 1.9 | B | 18.2 ± 0.7 | C | 232 ± 4 | BCD |
72 | 84.2 ± 2.4 | D | 85.3 ± 3.9 | B | 40.6 ± 1.7 | BC | 18.6 ± 0.8 | C | 229 ± 5 | D |
Time (h) | Produced [Ethanol] (Max. Score * 100) | Produced [Dried Biomass] (Max. Score 100) | Volumetric PDC Activity (Max. Score 50) | Specific PDC Activity (Max. Score 50) | Total Points (Max. Score 300) | |||||
---|---|---|---|---|---|---|---|---|---|---|
0 | 0.00 ± 0.00 | G | 0.00 ± 0.00 | F | 9.37 ± 0.36 | H | 50.0 ± 0.8 | A | 59.4 ± 0.8 | G |
8 | 13.6 ± 0.3 | F | 42.5 ± 2.0 | E | 16.4 ± 0.5 | G | 17.9 ± 1.0 | E | 90.4 ± 2.3 | F |
16 | 14.7 ± 0.4 | F | 69.3 ± 2.6 | D | 21.3 ± 0.7 | F | 22.2 ± 1.1 | D | 128 ± 3 | E |
24 | 20.4 ± 1.4 | E | 84.7 ± 5.3 | C | 20.7 ± 0.5 | F | 19.7 ± 2.7 | DE | 145 ± 6 | D |
32 | 41.5 ± 1.4 | D | 94.3 ± 5.1 | AB | 31.5 ± 1.2 | E | 29.7 ± 2.8 | C | 197 ± 6 | C |
40 | 95.8 ± 2.1 | B | 100 ± 4.8 | A | 31.6 ± 1.2 | E | 29.4 ± 2.1 | C | 257 ± 6 | B |
48 | 100 ± 3.1 | A | 100 ± 3.3 | A | 34.2 ± 1.4 | D | 31.4 ± 1.6 | C | 266 ± 5 | A |
56 | 89.8 ± 3.0 | C | 96.2 ± 2.5 | A | 36.8 ± 1.4 | C | 32.1 ± 1.4 | C | 255 ± 4 | B |
64 | 91.3 ± 1.8 | C | 93.3 ± 3.8 | AB | 47.0 ± 2.1 | B | 38.8 ± 1.8 | B | 270 ± 5 | A |
72 | 92.1 ± 2.5 | C | 88.5 ± 4.3 | BC | 50.0 ± 1.8 | A | 32.4 ± 1.3 | C | 263 ± 5 | AB |
Time (h) | Produced [Ethanol] (Max. Score * 100) | Produced [Dried Biomass] (Max. Score 100) | Volumetric PDC Activity (Max. Score 50) | Specific PDC Activity (Max. Score 50) | Total Points (Max. Score 300) | |||||
---|---|---|---|---|---|---|---|---|---|---|
0 | 0.00 ± 0.00 | E | 0.00 ± 0.00 | H | 2.70 ± 0.13 | H | 50.0 ± 1.8 | A | 52.7 ± 1.8 | H |
8 | 39.2 ± 2.1 | C | 64.7 ± 1.4 | G | 5.51 ± 0.13 | G | 7.70 ± 0.32 | H | 117 ± 3 | G |
16 | 89.3 ± 2.2 | C | 82.4 ± 2.3 | F | 10.2 ± 1.3 | F | 10.9 ± 0.5 | G | 193 ± 3 | F |
24 | 90.8 ± 3.7 | BC | 89.0 ± 1.9 | E | 13.9 ± 0.8 | E | 14.6 ± 0.5 | F | 208 ± 4 | E |
32 | 91.2 ± 3.7 | BC | 92.2 ± 2.4 | D | 23.7 ± 1.8 | D | 21.1 ± 0.8 | E | 228 ± 5 | D |
40 | 95.0 ± 3.9 | AB | 94.1 ± 1.2 | CD | 32.2 ± 2.8 | C | 28.5 ± 0.9 | C | 250 ± 5 | C |
48 | 95.4 ± 2.5 | AB | 96.1 ± 1.9 | BC | 32.1 ± 2.7 | C | 25.8 ± 1.0 | D | 249 ± 4 | C |
56 | 95.4 ± 2.1 | AB | 98.0 ± 1.0 | AB | 39.6 ± 3.3 | B | 29.3 ± 1.0 | C | 262 ± 4 | B |
64 | 95.8 ± 2.7 | AB | 100 ± 2.1 | A | 39.9 ± 2.8 | B | 28.9 ± 1.1 | C | 265 ± 5 | B |
72 | 100 ± 3.3 | A | 100 ± 1.3 | A | 50.0 ± 2.8 | A | 35.1 ± 1.4 | B | 285 ± 5 | A |
Time (h) | Produced [Ethanol] (Max. Score * 100) | Produced [Dried Biomass] (Max. Score 100) | Volumetric PDC Activity (Max. Score 50) | Specific PDC Activity (Max. Score 50) | Total Points (Max. Score 300) | |||||
---|---|---|---|---|---|---|---|---|---|---|
0 | 0.00 ± 0.00 | I | 0.00 ± 0.00 | I | 2.50 ± 0.09 | H | 50.0 ± 1.2 | A | 52.5 ± 1.2 | K |
8 | 13.2 ± 0.2 | H | 63.1 ± 1.3 | H | 10.3 ± 0.4 | G | 6.77 ± 0.14 | G | 93.4 ± 1.4 | J |
16 | 25.8 ± 1.4 | G | 69.1 ± 0.5 | G | 15.1 ± 0.5 | F | 9.40 ± 0.28 | F | 120 ± 2 | I |
24 | 51.0 ± 1.8 | F | 86.6 ± 1.3 | F | 30.5 ± 1.6 | E | 17.7 ± 0.6 | BC | 186 ± 3 | H |
32 | 72.5 ± 1.4 | E | 89.6 ± 0.5 | E | 39.1 ± 1.3 | C | 18.6 ± 0.7 | B | 220 ± 2 | G |
40 | 85.1 ± 1.4 | D | 91.3 ± 0.8 | DE | 45.4 ± 1.0 | B | 17.0 ± 0.5 | C | 239 ± 2 | D |
48 | 93.9 ± 1.4 | B | 92.9 ± 1.1 | CD | 48.6 ± 1.6 | A | 18.0 ± 0.6 | B | 253 ± 2 | B |
60 | 100 ± 2 | A | 93.7 ± 0.5 | C | 50.0 ± 1.8 | A | 18.4 ± 0.6 | B | 262 ± 3 | A |
72 | 89.6 ± 1.4 | C | 97.0 ± 0.7 | B | 43.6 ± 1.0 | B | 16.0 ± 0.4 | D | 246 ± 2 | C |
84 | 88.9 ± 2.5 | C | 98.6 ± 1.6 | AB | 34.9 ± 0.7 | D | 12.7 ± 0.5 | E | 235 ± 3 | DE |
96 | 87.2 ± 1.6 | CD | 98.9 ± 0.8 | A | 34.2 ± 1.1 | D | 11.8 ± 0.3 | E | 232 ± 2 | E |
108 | 85.7 ± 1.9 | D | 99.5 ± 0.5 | A | 30.8 ± 0.8 | E | 10.1 ± 0.2 | F | 226 ± 2 | F |
120 | 85.1 ± 1.0 | D | 100 ± 2 | A | 30.6 ± 1.0 | E | 9.81 ± 0.34 | F | 226 ± 2 | F |
Single-Phase Emulsion System | Two-Phase Emulsion System | |||
---|---|---|---|---|
Materials, Biomass, or Chemicals Used | [Pyr]/[Bz] of 120/100 (mM) (Current Study) | [Pyr]/[Bz] of 240/200 (mM) (Current Study) | [Pyr]/[Bz] of 120/100 (mM) (Current Study) | [Pyr]/[Bz] of 120/100 (mM) (Leksawasdi et al. [22]) |
Quantity Used (kg) | ||||
Frozen–thawed whole cells | 7.76 ± 0.11 | 9.47 ± 0.01 | 5.30 ± 0.05 | 6.89 ± 0.17 |
First-Pass Costing (USD) | ||||
Pyr | 0.001 | 0.002 | 0.001 | 0.001 |
Bz | 0.107 | 0.260 | 0.146 # | 0.113 # |
Cofactors and buffering species | 0.712 | 0.871 | 0.487 | 0.756 |
Water and palm oil (organic phase) | 0.000 | 0.000 | 1.295 ** | 2.010 |
(A) Subtotal cost * | 0.820 | 1.133 | 1.929 | 2.879 * |
Second-Pass Costing (USD) | ||||
Pyr | 0.001 | 0.002 | 0.001 | 0.001 |
Bz | 0.107 | 0.260 | 0.062 # | 0.026 # |
Cofactors and buffering species | 0.712 | 0.871 | 0.487 | 0.756 |
Water and palm oil (organic phase) | 0.000 | 0.000 | 0.000 ** | 0.000 ** |
(B) Subtotal cost * | 0.820 | 1.133 | 0.550 | 0.782 * |
Third-Pass Costing (USD) | ||||
Pyr | 0.001 | 0.002 | 0.001 | 0.001 |
Bz | 0.107 | 0.260 | 0.062 # | 0.026 # |
Cofactors and buffering species | 0.712 | 0.871 | 0.487 | 0.756 |
Water and palm oil (organic phase) | 0.000 | 0.000 | 0.000 ** | 0.000 ** |
(C) Subtotal cost * | 0.820 | 1.133 | 0.550 | 0.782 * |
Overall Three-Pass Costing (USD) | ||||
Total cost *** [(A) + (B) + (C)/3] | 0.820 | 1.133 | 1.010 | 1.481 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Kumar, A.; Techapun, C.; Sommanee, S.; Mahakuntha, C.; Feng, J.; Htike, S.L.; Khemacheewakul, J.; Porninta, K.; Phimolsiripol, Y.; Wang, W.; et al. Production of Phenylacetylcarbinol via Biotransformation Using the Co-Culture of Candida tropicalis TISTR 5306 and Saccharomyces cerevisiae TISTR 5606 as the Biocatalyst. J. Fungi 2023, 9, 928. https://doi.org/10.3390/jof9090928
Kumar A, Techapun C, Sommanee S, Mahakuntha C, Feng J, Htike SL, Khemacheewakul J, Porninta K, Phimolsiripol Y, Wang W, et al. Production of Phenylacetylcarbinol via Biotransformation Using the Co-Culture of Candida tropicalis TISTR 5306 and Saccharomyces cerevisiae TISTR 5606 as the Biocatalyst. Journal of Fungi. 2023; 9(9):928. https://doi.org/10.3390/jof9090928
Chicago/Turabian StyleKumar, Anbarasu, Charin Techapun, Sumeth Sommanee, Chatchadaporn Mahakuntha, Juan Feng, Su Lwin Htike, Julaluk Khemacheewakul, Kritsadaporn Porninta, Yuthana Phimolsiripol, Wen Wang, and et al. 2023. "Production of Phenylacetylcarbinol via Biotransformation Using the Co-Culture of Candida tropicalis TISTR 5306 and Saccharomyces cerevisiae TISTR 5606 as the Biocatalyst" Journal of Fungi 9, no. 9: 928. https://doi.org/10.3390/jof9090928