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Kinetic Studies of Alkaline Protease from Bacillus licheniformis NCIM-2042
1Department of Biotechnology, National Institute of Technology, Durgapur, Mahatma Gandhi Avenue, Durgapur-713209, India, 1Department of Chemical Engineering, Heritage Institute of Technology, Kolkata-700107, India
J. Microbiol. Biotechnol. 2012; 22(12): 1758-1766
Published December 28, 2012 https://doi.org/10.4014/jmb.1206.06015
Copyright © The Korean Society for Microbiology and Biotechnology.
Abstract
Keywords
References
- Andrews, J. F. 1968. A mathematical model for the continuous culture of microorganisms utilizing inhibitory substrates. Biotechnol. Bioeng. 10: 702-723.
- Anwar, A. and M. Saleemuddin. 2000. Alkaline protease from Spilosoma obliqua: Potential applications in bio-formulations. Biotechnol. Appl. Biochem. 31: 85-89.
- Bergmeyer, H. U. and E. Bernt. 1974. Methods of Enzymatic Analysis, pp. 1205-1212. 2nd Ed. Academic Press, New York.
- Bhunia, B., K. K. Behera, A. Baquee, and H. P. Sharma. 2010. Optimization of alkaline protease activity from Bacillus subtilis 2724 by response surface methodology (RSM). Int. J. Biol. Sci. Eng. 1: 158-169.
- Bhunia, B. and A. Dey. 2012. Statistical approach for optimization of physiochemical requirements on alkaline protease production from Bacillus licheniformis NCIM 2042. Enzyme Res. 2012:905804.
- Bhunia, B., D. Dutta, and S. Chaudhuri. 2010. Selection of suitable carbon, nitrogen and sulphate source for the production of alkaline protease by Bacillus licheniformis NCIM-2042. Not. Sci. Biol. 2: 56-59.
- Bhunia, B., D. Dutta, and S. Chaudhuri. 2011. Extracellular alkaline protease from Bacillus licheniformis NCIM-2042:Improving enzyme activity assay and characterization. Eng. Life Sci. 11: 207-215.
- Bradford, M. M. 1976. A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Anal. Biochem. 72: 248-254.
- Divyashree, M. S., N. K. Rastogi, and T. R. Shamala. 2009. A simple kinetic model for growth and biosynthesis of polyhydroxyalkanoate in Bacillus flexus. N Biotechnol. 26: 92-98.
- Englyst, H. N., S. M. Kingman, and J. H. Cummings. 1992. Classification and measurement of nutritionally important starch fractions. Eur. J. Clin. Nutr. 46(Suppl 2): S33-S50.
- Gaden, E. L. 2000. Fermentation process kinetics. Biotechnol. Bioeng. 67: 629-635.
- Griffin, H. L., R. V. Greene, and M. A. Cotta. 1992. Isolation and characterization of an alkaline protease from the marine shipworm bacterium. Curr. Microbiol. 24: 111-117.
- Gupta, R., Q. K. Beg, and P. Lorenz. 2002. Bacterial alkaline proteases: Molecular approaches and industrial applications. Appl. Microbiol. Biotechnol. 59: 15-32.
- Haki, G. D. and S. K. Rakshit. 2003. Developments in industrially important thermostable enzymes: A review. Bioresour. Technol. 89: 17-34.
- Jamuna, R., N. Saswathi, R. Sheela, and S. V. Ramakrishna. 1993. Synthesis of cyclodextrin glucosyl transferase by Bacillus cereus for the production of cyclodextrins. Appl. Biochem. Biotechnol. 43: 163-176.
- Kono, T. and T. Asai. 1969. Kinetics of fermentation processes. Biotechnol. Bioeng. 11: 293-321.
- Kumar, N., P. S. Monga, A. K. Biswas, and D. Das. 2000. Modeling and simulation of clean fuel production by Enterobacter cloacae IIT-BT 08. Int. J. Hydrogen Energy 25: 945-952.
- Liu, J. Z., L. P. Weng, Q. L. Zhang, H. Xu, and L. N. Ji. 2003. A mathematical model for gluconic acid fermentation by Aspergillus niger. Biochem. Eng. J. 14: 137-141
- Luedeking, R. and E. L. Piret. 2000. A kinetic study of the lactic acid fermentation. Batch process at controlled pH. Biotechnol. Bioeng. 67: 636-644.
- Monod, J. 1949. The growth of bacterial cultures. Annu. Rev. Microbiol. 3: 371-394.
- Nakamura, N. and K. Horikoshi. 1976. Characterization and some cultural conditions of a cyclodextrin glycosyltransferase-producing alkalophilic Bacillus sp. Agric. Biol. Chem. 40: 753-757.
- Park, T. H., H. D. Shin, and Y. H. Lee. 1999. Characterization of the β-cyclodextrin glucanotransferase gene of Bacillus firmus var. alkalophilus and its expression in E. coli J. Microbiol. Biotechnol. 9: 811-819.
- Prakasham, R. S., Ch. Subba Rao, R. Sreenivas Rao, and P. N. Sarma. 2007. Enhancement of acid amylase production by an isolated Aspergillus awamori. J. Appl. Microbiol. 102: 204-211.
- Prakasham, R. S., Ch. Subba Rao, and P. N. Sarma. 2006. Green gram husk - an inexpensive substrate for alkaline protease production by Bacillus sp. in solid-state fermentation. Bioresour. Technol. 97: 1449-1454.
- Rajendran, A. and V. Thangavelu. 2008. Evaluation of various unstructured kinetic models for the production of protease by Bacillus sphaericus MTCC511. Eng. Life Sci. 8: 179-185.
- Rao, S. Ch., T. Sathish, M. Mahalaxmi, G. S. Laxmi, R. S. Rao, and R. S. Prakasham. 2008. Modelling and optimization of fermentation factors for enhancement of alkaline protease production by isolated Bacillus circulans using feed-forward neural network and genetic algorithm. J. Appl. Microbiol. 104: 889-898.
- Rao, C. S., T. Sathish, P. Brahamaiah, T. P. Kumarb, and R. S. Prakashama. 2009. Development of a mathematical model for Bacillus circulans growth and alkaline protease production kinetics. J. Chem. Technol. Biotechnol. 84: 302-307.
- Rao, R. S., R. S. Prakasham, K. K. Prasad, S. Rajesham, P. N. Sarma, and L. V. Rao. 2004. Xylitol production by Candida sp.:Parameter optimization using Taguchi approach. Process Biochem. 39: 951-956.
- Shah, K., K. Mody, J. Keshri, and B. Jha. 2010. Purification and characterization of a solvent, detergent and oxidizing agent tolerant protease from Bacillus cereus isolated from the Gulf of Khambhat. J. Molec. Catal. B Enz. 67: 85-91.
- Shuler, M. L. and F. Kargi. 2008. Bioprocess Engineering: Basic Concepts. Practice Hall of India Private Limited, New Delhi.
- Srinivasulu, B., R. S. Prakasham, J. Annapurna, S. Srinivas, P. Ellaiah, and S. V. Ramakrishna. 2002. Neomycin production with free and immobilized cells of Streptomyces marinensis in an airlift reactor. Process Biochem. 38: 593-598.
- Subba Rao, C., S. S. Madhavendra, R. Sreenivas Rao, P. J. Hobbs, and R. S. Prakasham. 2008. Studies on improving the immobilized bead reusability and alkaline protease production by isolated immobilized Bacillus circulans (MTCC 6811) using overall evaluation criteria. Appl. Biochem. Biotechnol. 150: 65-83.
- Underkoefler, L. A. and R. J. Hickey. 1954. Industrial Fermentations, Vol. 1. Chemical Publishing Co., New York.
- Vazquez, J. A. and M. A. Murado. 2008. Unstructured mathematical model for biomass, lactic acid and bacteriocin production by lactic acid bacteria in batch fermentation. J. Chem. Technol. Biotechnol. 83: 91-96.
Related articles in JMB

Article
Research article
J. Microbiol. Biotechnol. 2012; 22(12): 1758-1766
Published online December 28, 2012 https://doi.org/10.4014/jmb.1206.06015
Copyright © The Korean Society for Microbiology and Biotechnology.
Kinetic Studies of Alkaline Protease from Bacillus licheniformis NCIM-2042
Biswanath Bhunia 1, Bikram Basak 1, Pinaki Bhattacharya 2 and Apurba Dey 1*
1Department of Biotechnology, National Institute of Technology, Durgapur, Mahatma Gandhi Avenue, Durgapur-713209, India, 1Department of Chemical Engineering, Heritage Institute of Technology, Kolkata-700107, India
Abstract
An extensive investigation was carried out to describe the
kinetics of cell growth, substrate consumption, and
product formation in the batch fermentation using starch
as substrate. Evaluation of intrinsic kinetic parameters
was carried out using a best-fit unstructured model. A
nonlinear regression technique was applied for computational
purpose. The Andrew’s model showed a comparatively
better R2 value among all tested models. The values of
specific growth rate (μmax), saturation constant (KS),
inhibition constant (KI), and YX/S were found to be 0.109 h-1,
11.1 g/l, 0.012 g/l, and 1.003, respectively. The Leudeking-
Piret model was used to study the product formation
kinetics and the process was found to be growth-associated.
The growth-associated constant (α) for protease production
was sensitive to substrate concentration. Its value was
fairly constant up to a substrate concentration of 30.8 g/l,
and then decreased.
Keywords: Cell growth, Fermentation, Kinetics, Modeling, Simulation
References
- Andrews, J. F. 1968. A mathematical model for the continuous culture of microorganisms utilizing inhibitory substrates. Biotechnol. Bioeng. 10: 702-723.
- Anwar, A. and M. Saleemuddin. 2000. Alkaline protease from Spilosoma obliqua: Potential applications in bio-formulations. Biotechnol. Appl. Biochem. 31: 85-89.
- Bergmeyer, H. U. and E. Bernt. 1974. Methods of Enzymatic Analysis, pp. 1205-1212. 2nd Ed. Academic Press, New York.
- Bhunia, B., K. K. Behera, A. Baquee, and H. P. Sharma. 2010. Optimization of alkaline protease activity from Bacillus subtilis 2724 by response surface methodology (RSM). Int. J. Biol. Sci. Eng. 1: 158-169.
- Bhunia, B. and A. Dey. 2012. Statistical approach for optimization of physiochemical requirements on alkaline protease production from Bacillus licheniformis NCIM 2042. Enzyme Res. 2012:905804.
- Bhunia, B., D. Dutta, and S. Chaudhuri. 2010. Selection of suitable carbon, nitrogen and sulphate source for the production of alkaline protease by Bacillus licheniformis NCIM-2042. Not. Sci. Biol. 2: 56-59.
- Bhunia, B., D. Dutta, and S. Chaudhuri. 2011. Extracellular alkaline protease from Bacillus licheniformis NCIM-2042:Improving enzyme activity assay and characterization. Eng. Life Sci. 11: 207-215.
- Bradford, M. M. 1976. A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Anal. Biochem. 72: 248-254.
- Divyashree, M. S., N. K. Rastogi, and T. R. Shamala. 2009. A simple kinetic model for growth and biosynthesis of polyhydroxyalkanoate in Bacillus flexus. N Biotechnol. 26: 92-98.
- Englyst, H. N., S. M. Kingman, and J. H. Cummings. 1992. Classification and measurement of nutritionally important starch fractions. Eur. J. Clin. Nutr. 46(Suppl 2): S33-S50.
- Gaden, E. L. 2000. Fermentation process kinetics. Biotechnol. Bioeng. 67: 629-635.
- Griffin, H. L., R. V. Greene, and M. A. Cotta. 1992. Isolation and characterization of an alkaline protease from the marine shipworm bacterium. Curr. Microbiol. 24: 111-117.
- Gupta, R., Q. K. Beg, and P. Lorenz. 2002. Bacterial alkaline proteases: Molecular approaches and industrial applications. Appl. Microbiol. Biotechnol. 59: 15-32.
- Haki, G. D. and S. K. Rakshit. 2003. Developments in industrially important thermostable enzymes: A review. Bioresour. Technol. 89: 17-34.
- Jamuna, R., N. Saswathi, R. Sheela, and S. V. Ramakrishna. 1993. Synthesis of cyclodextrin glucosyl transferase by Bacillus cereus for the production of cyclodextrins. Appl. Biochem. Biotechnol. 43: 163-176.
- Kono, T. and T. Asai. 1969. Kinetics of fermentation processes. Biotechnol. Bioeng. 11: 293-321.
- Kumar, N., P. S. Monga, A. K. Biswas, and D. Das. 2000. Modeling and simulation of clean fuel production by Enterobacter cloacae IIT-BT 08. Int. J. Hydrogen Energy 25: 945-952.
- Liu, J. Z., L. P. Weng, Q. L. Zhang, H. Xu, and L. N. Ji. 2003. A mathematical model for gluconic acid fermentation by Aspergillus niger. Biochem. Eng. J. 14: 137-141
- Luedeking, R. and E. L. Piret. 2000. A kinetic study of the lactic acid fermentation. Batch process at controlled pH. Biotechnol. Bioeng. 67: 636-644.
- Monod, J. 1949. The growth of bacterial cultures. Annu. Rev. Microbiol. 3: 371-394.
- Nakamura, N. and K. Horikoshi. 1976. Characterization and some cultural conditions of a cyclodextrin glycosyltransferase-producing alkalophilic Bacillus sp. Agric. Biol. Chem. 40: 753-757.
- Park, T. H., H. D. Shin, and Y. H. Lee. 1999. Characterization of the β-cyclodextrin glucanotransferase gene of Bacillus firmus var. alkalophilus and its expression in E. coli J. Microbiol. Biotechnol. 9: 811-819.
- Prakasham, R. S., Ch. Subba Rao, R. Sreenivas Rao, and P. N. Sarma. 2007. Enhancement of acid amylase production by an isolated Aspergillus awamori. J. Appl. Microbiol. 102: 204-211.
- Prakasham, R. S., Ch. Subba Rao, and P. N. Sarma. 2006. Green gram husk - an inexpensive substrate for alkaline protease production by Bacillus sp. in solid-state fermentation. Bioresour. Technol. 97: 1449-1454.
- Rajendran, A. and V. Thangavelu. 2008. Evaluation of various unstructured kinetic models for the production of protease by Bacillus sphaericus MTCC511. Eng. Life Sci. 8: 179-185.
- Rao, S. Ch., T. Sathish, M. Mahalaxmi, G. S. Laxmi, R. S. Rao, and R. S. Prakasham. 2008. Modelling and optimization of fermentation factors for enhancement of alkaline protease production by isolated Bacillus circulans using feed-forward neural network and genetic algorithm. J. Appl. Microbiol. 104: 889-898.
- Rao, C. S., T. Sathish, P. Brahamaiah, T. P. Kumarb, and R. S. Prakashama. 2009. Development of a mathematical model for Bacillus circulans growth and alkaline protease production kinetics. J. Chem. Technol. Biotechnol. 84: 302-307.
- Rao, R. S., R. S. Prakasham, K. K. Prasad, S. Rajesham, P. N. Sarma, and L. V. Rao. 2004. Xylitol production by Candida sp.:Parameter optimization using Taguchi approach. Process Biochem. 39: 951-956.
- Shah, K., K. Mody, J. Keshri, and B. Jha. 2010. Purification and characterization of a solvent, detergent and oxidizing agent tolerant protease from Bacillus cereus isolated from the Gulf of Khambhat. J. Molec. Catal. B Enz. 67: 85-91.
- Shuler, M. L. and F. Kargi. 2008. Bioprocess Engineering: Basic Concepts. Practice Hall of India Private Limited, New Delhi.
- Srinivasulu, B., R. S. Prakasham, J. Annapurna, S. Srinivas, P. Ellaiah, and S. V. Ramakrishna. 2002. Neomycin production with free and immobilized cells of Streptomyces marinensis in an airlift reactor. Process Biochem. 38: 593-598.
- Subba Rao, C., S. S. Madhavendra, R. Sreenivas Rao, P. J. Hobbs, and R. S. Prakasham. 2008. Studies on improving the immobilized bead reusability and alkaline protease production by isolated immobilized Bacillus circulans (MTCC 6811) using overall evaluation criteria. Appl. Biochem. Biotechnol. 150: 65-83.
- Underkoefler, L. A. and R. J. Hickey. 1954. Industrial Fermentations, Vol. 1. Chemical Publishing Co., New York.
- Vazquez, J. A. and M. A. Murado. 2008. Unstructured mathematical model for biomass, lactic acid and bacteriocin production by lactic acid bacteria in batch fermentation. J. Chem. Technol. Biotechnol. 83: 91-96.