Articles & Issues
- Language
- English
- Conflict of Interest
- In relation to this article, we declare that there is no conflict of interest.
- Publication history
-
Received May 22, 2011
Accepted July 31, 2011
- This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/bync/3.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Copyright © KIChE. All rights reserved.
All issues
Optimization of salts in medium for production of carboxymethylcellulase by a psychrophilic marine bacterium, Psychrobacter aquimaris LBH-10 using two statistical methods
1Department of Medical Bioscience, Graduate School of Dong-A University, Saha-gu, Busan 604-714, Korea 2BK21 Bio-Silver Program, Dong-A University, Saha-gu, Busan 604-714, Korea 3Department of Biotechnology, College of Natural Resources and Life Science, Dong-A University, Saha-gu, Busan 604-714, Korea
jwlee@dau.ac.kr
Korean Journal of Chemical Engineering, March 2012, 29(3), 384-391(8), 10.1007/s11814-011-0192-4
Download PDF
Abstract
The concentration of four mineral salts in the medium for the production of carboxymethylcellulase (CMCase) by Psychrobacter aquimaris LBH-10 were optimized using orthogonal array method (OAM) and response surface method (RSM) and their results from two statistical methods were compared. The analysis of variance (ANOVA) of data from central composite design (CCD) based on OAM indicated that potassium phosphate gave the highest percentage participation for cell growth as well as production of CMCase. However, their relative participations of four salts for cell growth were different from those for production of CMCase. The ANOVA of results from RSM indicated that highly significant factors (“probe>F” less than 0.0001) for cell growth were K2HPO4 and (NH4)2SO4, whereas those for production of CMCase were K2HPO4, NaCl, and MgSO4·7H2O. The optimal concentration of K2HPO4, NaCl, MgSO4· 7H2O, and (NH4)2SO4 for cell growth extracted by Design Expert Software based on RSM were 7.10, 0.84, 0.24, and 0.33 g/L, respectively, whereas those for production of CMCase were 3.00, 0.52, 0.34, and 0.45 g/L. The optimal concentrations of salts for cell growth and production of CMCase using RSM basically coincided with those using OAM as well as those from ‘one-factor-at-a-time’ method. The production of CMCase by P. aquimaris LBH-10 with optimized concentrations of salts was 273.0 U/mL, which was enhanced by 1.27 times higher than the previous report.
Keywords
References
Yi JC, Sandra JC, John AB, Shu TC, Appl. Environ. Microbiol., 65, 553 (1999)
Ballesteros M, Oliva JM, Negro MJ, Manzanares P, Ballesteros I, Process Biochem., 39, 1843 (2004)
Sukumaran RK, Singhania RR, Mathew GM, Pandey A, Renew. Energy., 34, 421 (2009)
Kim HJ, Lee YJ, Gao W, Chung, Chung CH, Lee JW, Biotechnol. Bioprocess Eng., 16, 542 (2011)
Niranjane AP, Madhou P, Stevenson TW, Enzyme Microb. Technol., 40(6), 1464 (2007)
Chi Z, Chi Z, Zhang T, Liu G, Li J, Wang X, Biotechnol. Adv., 27, 236 (2009)
Rasmussnen RS, Morrissey M, Adv. Food Nut. Res., 52, 237 (2007)
Kim HJ, Gao W, Lee YJ, Chung CH, Lee JW, J. Life Sci., 20, 487 (2010)
Mawadza C, Hatti-Kaul R, Zvauya R, Mattiasson B, J. Biotechnol., 83, 177 (2000)
Gavaco-Paulo A, Carbohydr. Polym., 37, 273 (1998)
Cui JD, Korean J. Chem. Eng., 27(1), 174 (2010)
Li Y, Xing J, Li W, Xiong X, Li X, Liu H, Korean J. Chem. Eng., 24(5), 781 (2007)
Azin M, Moravej R, Zareh D, Enzyme Microb. Technol., 40(4), 801 (2007)
Sen R, J. Chem. Technol. Biotechnol., 68(3), 263 (1997)
Lee BH, Kim BK, Lee YJ, Chung CH, Lee JW, Enzyme Microb. Technol., 46(1), 38 (2010)
Kim BK, Lee BH, Lee YJ, Jin IH, Chung CH, Lee JW, Enzyme Microb. Technol., 44(6-7), 411 (2009)
Khuri AI, Cornell JA, Response surfaces: Design and analysis, New York, Marcel Dekker (1987)
Gao W, Lee YJ, Chung CH, Lee JW, Biotechnol. Bioprocess Eng., 15, 837 (2010)
Jin IH, Jung DY, Son CW, Kim SK, Gao W, Chung CH, Lee JW, Biotechnol. Bioproces Eng., 16, 245 (2011)
Lee NK, Jo YB, Jin IH, Son CW, Lee JW, J. Life Sci., 19, 1033 (2009)
Kalogiannis S, Iakovidou G, Liakopoulos-Kyriakides M, Kyriakidis DA, Skaracis GN, Process Biochem., 39, 249 (2003)
Jaleel CA, Manivannan P, Lakshmanan GMA, Sridharan R, Panneerselvam R, Comp. Rend. Biol., 330, 806 (2007)
Senthilkumar SR, Ashokkumar B, Raj KC, Gunasekaran P, Bioresour. Technol., 96(12), 1380 (2005)
Hongwen C, Baishan F, Zongding H, Biochem. Eng. J., 25, 47 (2005)
Lee YJ, Kim BK, Lee BH, Jo KI, Lee NK, Chung CH, Lee YC, Lee JW, Bioresour. Technol., 99(2), 378 (2008)
Ballesteros M, Oliva JM, Negro MJ, Manzanares P, Ballesteros I, Process Biochem., 39, 1843 (2004)
Sukumaran RK, Singhania RR, Mathew GM, Pandey A, Renew. Energy., 34, 421 (2009)
Kim HJ, Lee YJ, Gao W, Chung, Chung CH, Lee JW, Biotechnol. Bioprocess Eng., 16, 542 (2011)
Niranjane AP, Madhou P, Stevenson TW, Enzyme Microb. Technol., 40(6), 1464 (2007)
Chi Z, Chi Z, Zhang T, Liu G, Li J, Wang X, Biotechnol. Adv., 27, 236 (2009)
Rasmussnen RS, Morrissey M, Adv. Food Nut. Res., 52, 237 (2007)
Kim HJ, Gao W, Lee YJ, Chung CH, Lee JW, J. Life Sci., 20, 487 (2010)
Mawadza C, Hatti-Kaul R, Zvauya R, Mattiasson B, J. Biotechnol., 83, 177 (2000)
Gavaco-Paulo A, Carbohydr. Polym., 37, 273 (1998)
Cui JD, Korean J. Chem. Eng., 27(1), 174 (2010)
Li Y, Xing J, Li W, Xiong X, Li X, Liu H, Korean J. Chem. Eng., 24(5), 781 (2007)
Azin M, Moravej R, Zareh D, Enzyme Microb. Technol., 40(4), 801 (2007)
Sen R, J. Chem. Technol. Biotechnol., 68(3), 263 (1997)
Lee BH, Kim BK, Lee YJ, Chung CH, Lee JW, Enzyme Microb. Technol., 46(1), 38 (2010)
Kim BK, Lee BH, Lee YJ, Jin IH, Chung CH, Lee JW, Enzyme Microb. Technol., 44(6-7), 411 (2009)
Khuri AI, Cornell JA, Response surfaces: Design and analysis, New York, Marcel Dekker (1987)
Gao W, Lee YJ, Chung CH, Lee JW, Biotechnol. Bioprocess Eng., 15, 837 (2010)
Jin IH, Jung DY, Son CW, Kim SK, Gao W, Chung CH, Lee JW, Biotechnol. Bioproces Eng., 16, 245 (2011)
Lee NK, Jo YB, Jin IH, Son CW, Lee JW, J. Life Sci., 19, 1033 (2009)
Kalogiannis S, Iakovidou G, Liakopoulos-Kyriakides M, Kyriakidis DA, Skaracis GN, Process Biochem., 39, 249 (2003)
Jaleel CA, Manivannan P, Lakshmanan GMA, Sridharan R, Panneerselvam R, Comp. Rend. Biol., 330, 806 (2007)
Senthilkumar SR, Ashokkumar B, Raj KC, Gunasekaran P, Bioresour. Technol., 96(12), 1380 (2005)
Hongwen C, Baishan F, Zongding H, Biochem. Eng. J., 25, 47 (2005)
Lee YJ, Kim BK, Lee BH, Jo KI, Lee NK, Chung CH, Lee YC, Lee JW, Bioresour. Technol., 99(2), 378 (2008)