Czech J. Food Sci., 2024, 42(4):225-234 | DOI: 10.17221/193/2023-CJFS
Optimisation of experimental variables for extracellular amylase production by Bacillus cereus AS2Original Paper
- 1 Department of Microbiology, Abbottabad University of Science and Technology, Havelian, Pakistan
- 2 Department of Microbiology, University of Karachi, Karachi, Pakistan
- 3 College of Agriculture Engineering and Food Sciences, Shandong University of Technology, Zibo, China
- 4 Department of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia
- 5 Department of Chemistry and Biochemistry, Faculty of Medicine and Pharmacy, Ibn Zohr University, Laayoune, Morocco
Amylases are one of the biotechnologically important enzymes that have multiple applications in the food, pharmaceutical, cosmetics, textile, detergent, paper and pulp, bioremediation and nano-biotechnology industries. Amylases can be isolated from animals, plants and microbial regions, but nowadays enzymes from prokaryotic species have gained more importance. Among the microbes, amylases from Bacillus cereus have gained considerable demand in various industrial sectors. Growing industrial demand for enzymes compels the availability of enzymes in large quantities that can only be achieved by employing efficient fermentation techniques. Therefore, the current study is aimed at the statistical optimisation of the production conditions for extracellular amylase production from Bacillus strain AS2. In a recent study, the optimum amylase producing AS2 strain was identified on a molecular level, and it was found that it has close relation with the already reported strains of Bacillus cereus. The further enzyme production was optimised by using a statistical optimisation tool. A full-factorial central composite design (CCD) consisting of 53 experiments was designed using six significant variables (incubation period, pH, temperature, carbon and nitrogen source and metal ion). The analysis revealed that the optimal media concentrations were 54.34 g·L–1 starch, 0.63 g·L–1 CaCl2, 1 g·L–1 glycine, pH 7.0, 76 h, and 40 °C, respectively. A 1.23-fold increase in the enzyme yield (1 050 IU·mL–1·min–1) was noticed as compared to the original production level. The statistical optimisation approach gives the exact variables that influence the enzyme production and, hence, offers the best way to optimise the bioprocess. The optimised enzyme can be used in industries for various purposes such as de-sizing, de-inking, hydrolysing starch residues, etc.
Keywords: amylases; statistical optimisation; response surface methodology; central composite design; bioprocess
Received: November 20, 2023; Revised: June 29, 2024; Accepted: July 12, 2024; Prepublished online: August 8, 2024; Published: August 28, 2024 Show citation
| ACS | AIP | APA | ASA | Harvard | Chicago | Chicago Notes | IEEE | ISO690 | MLA | NLM | Turabian | Vancouver |
References
- Abdel-Fattah Y.R., Soliman N.A., El-Toukhy N.M., El-Gendi H., Ahmed R.S. (2013): Production, purification, and characterization of thermostable α-amylase produced by Bacillus licheniformis isolate AI20. Journal of Chemistry, 1: 673173.
Go to original source... - Bessler C., Schmitt J., Maurer K.H., Schmid R.D. (2003): Directed evolution of a bacterial α-amylase: Toward enhanced pH-performance and higher specific activity. Protein Science, 12: 2141-2149.
Go to original source...
Go to PubMed... - Bernfeld P. (1955): Amylases α and β. Methods in Enzymology, 1: 149-158.
Go to original source... - Cosa S., Mabinya L.V., Olaniran A.O., Okoh O.O., Bernard K., Deyzel S., Okoh A.I. (2011): Bioflocculant production by Virgibacillus sp. Rob isolated from the bottom sediment of Algoa Bay in the Eastern Cape, South Africa. Molecules, 16: 2431-2442.
Go to original source...
Go to PubMed... - Dey G., Mitra A., Banerjee R., Maiti B. (2001): Enhanced production of amylase by optimization of nutritional constituents using response surface methodology. Biochemical Engineering Journal, 7: 227-231.
Go to original source... - Gangadharan D., Sivaramakrishnan S., Nampoothiri K.M., Sukumaran R.K., Pandey A. (2008): Response surface methodology for the optimization of alpha amylase production by Bacillus amyloliquefaciens. Bioresource Technology, 99: 4597-4602.
Go to original source...
Go to PubMed... - Gupta R., Gigras P., Mohapatara H., Kumar V., Chauhan B. (2003): Microbial α-amylases: A biotechnological perspective. Process Biochemistry, 38: 1599-1616.
Go to original source... - Haq I., Ashraf H., Iqbal J., Qadeer M.A. (2003): Production of alpha amylase by Bacillus licheniformis using an economical medium. Bioresource Technology, 87: 57-61.
Go to original source...
Go to PubMed... - Jujjavarapu S.E., Dhagat S. (2019): Evolutionary trends in industrial production of α-amylase. Recent Patents on Biotechnology, 13: 4-18.
Go to original source...
Go to PubMed... - Lee D.H., Kim H.R., Chung H., Lim J.G., Kim S., Kim S.K., Ku H.-J., Kim H., Ryu S., Choi S.H., Lee J.-H. (2015): Complete genome sequence of Bacillus cereus FORC_005, a food-borne pathogen from the soy sauce braised fish-cake with quail-egg. Standards in Genomic Sciences, 10: 1-8.
Go to original source...
Go to PubMed... - Mohammad N.H., EL-Sherbiny G.M., Hammad A.A., El-Nour A., Salwa A., Askar A.A. (2021): Optimization of bacterial cellulose production using Plackett-Burman and response surface methodology. Egyptian Journal of Medical Microbiology, 30: 93-101.
Go to original source... - Muralidhar R.V., Chirumamila R., Marchant R., Nigam P. (2001): A response surface approach for the comparison of lipase production by Candida cylindracea using two different carbon sources. Biochemical Engineering Journal, 9: 17-23.
Go to original source... - Nanmori T., Numata Y., Shinke R. (1987): Isolation, and characterization of a Bacillus cereus mutant strain hyperproductive of exo-β-amylase. Applied and Environmental Microbiology, 53: 768-771.
Go to original source...
Go to PubMed... - Osman M.S., Idris A.S.O., Anandan D., Ismail A.M., El-Hussein A.A. (2020): Optimization and production of alkaline Proteases from Bacillus subtilis MMS15 isolate. Neelain Journal of Science and Technology, 4: 9-16.
- Ponraj M., Jamunarani P., Zambare V. (2011): Isolation, and optimization of culture conditions for decolorization of true blue using dye decolorizing fungi. Asian Journal of Experimental Biological Sciences, 2: 270-276.
- Raplong H.H., Odeleye P.O., Hammuel Ch., Idoko M.O., Asanato J.I. (2014): Production of alpha-amylase by Bacillus cereus in submerged fermentation. Aceh International Journal of Science and Technology, 3: 124-130.
Go to original source... - Raul D., Biswas T., Mukhopadhyay S., Kumar Das S., Gupta S. (2014): Production and partial purification of alpha amylase from Bacillus subtilis (MTCC 121) using solid state fermentation. Biochemistry Research International, 2014: 568141.
Go to original source...
Go to PubMed... - Reddy L., Wee Y.J., Yun J.-S., Ryu H.W. (2008): Optimization of alkaline protease production by batch culture of Bacillus sp. RKY3 through Plackett-Burman and response surface methodological approaches. Bioresource Technology, 99: 2242-2249.
Go to original source...
Go to PubMed... - Rehman A., Saeed A. (2015): Isolation and screening of amylase producing Bacillus species from soil. International Journal of Advanced Research, 3: 151-164.
- Rehman A., Saeed A., Asad W., Baloch M.N., Ur M.M. (2019a): Utilization of agro-industrial wastes for the production of amylase by indigenously isolated Bacillus cereus AS2. International Journal of Biology and Biotechnology,16: 457-463.
- Rehman A., Saeed A., Asad W., Kiran T., Baloch M.N., Eijaz S. (2019b): Optimization of physicochemical parameters for maximum amylase production by indigenously isolated Bacillus cereus AS2 strain. Pakistan Journal of Pharmaceutical Sciences, 32: 889-894.
- Rehman A., Saeed A., Asad W., Khan I., Hayat A., Rehman M.U., Shah T.A., Sitotaw B., Dawoud T.M, Bourhia M. (2023): Eco-friendly textile desizing with indigenously produced amylase from Bacillus cereus AS2. Scientific Reports, 13: 11991.
Go to original source...
Go to PubMed... - Shaktimay K., Datta T.K., Ray R.C. (2010): Optimization of thermostable α-amylase production by Streptomyces erumpens MTCC 7317 in solid-state fermentation using cassava fibrous residue. Brazilian Archives of Biology and Technology, 53: 301-309.
Go to original source... - Stergiou P.-Y., Foukis A., Theodorou L., Papagianni M., Papamichael E. (2014): Optimization of the production of extracellular α-amylase by Kluyveromyces marxianus IF0 0288 by response surface methodology. Brazilian Archives of Biology and Technology, 5: 421-426.
Go to original source... - Tanyildizi M. S., Özer D., Elibol M. (2005): Optimization of α-amylase production by Bacillus sp. using response surface methodology. Process Biochemistry, 40: 2291-2296.
Go to original source...
This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY NC 4.0), which permits non-comercial use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.

