Sequential optimization of culture meduim composition for extracellular lipase production by Bacillus sphaericus using statistical methods

Journal of Chemical Technology and Biotechnology

Volumn 82, Issue 5, 2007, Pages 460-470

  Rajendran, Aravindan ^a   Thangavelu, Viruthagiri ^a  

^a ANNAMALAI UNIVERSITY   (India)

Author keywords

Artificial neural network; Bacillus sphaericus; Lipase; Response surface methodology; Unstructured kinetic modeling

Indexed keywords

BACTERIA; LIPASES; MATHEMATICAL MODELS; NEURAL NETWORKS; OPTIMIZATION; STATISTICAL METHODS; VEGETABLE OILS;

BACILLUS SPHAERICUS; RESPONSE SURFACE METHODOLOGY;

CELL CULTURE;

GLUCOSE; MAGNESIUM SULFATE; OLIVE OIL; PEPTONE; PROTEINASE; SESAME SEED OIL; SODIUM CHLORIDE; TRIACYLGLYCEROL LIPASE; WATER;

BACTERIA; CELL CULTURE; LIPASES; MATHEMATICAL MODELS; NEURAL NETWORKS; OPTIMIZATION; STATISTICAL METHODS; VEGETABLE OILS;

ARTICLE; ARTIFICIAL NEURAL NETWORK; BACILLUS SPHAERICUS; BACTERIUM CULTURE; CULTURE MEDIUM; ENZYME ACTIVITY; ENZYME SYNTHESIS; KINETICS; METHODOLOGY; MODEL; NONHUMAN; PREDICTION; PROTEIN DETERMINATION; STATISTICAL ANALYSIS; STATISTICAL MODEL;

BACILLUS SPHAERICUS; SESAMUM INDICUM;

EID: 34249888727     PISSN: 02682575     EISSN: 10974660     Source Type: Journal    
DOI: 10.1002/jctb.1691     Document Type: Article

References (43)

1. Gupta R, Gupta N and Rathi P, Bacterial lipases: an overview of production, purification and biochemical properties. Appl Microbiol Biotechnol 64:763-781 (2004).
2. Jaeger KE and Reetz MT, Microbial lipases form versatile tools for biotechnology. Trends Biotechnol 16:396-403 (1998).
3. Pandey A, Benjamin S, Soccol CR, Nigam P, Krieger N and Soccol VT, The realm of microbial lipases in biotechnology. Biotechnol Appl Biochem 29:119-131 (1999).
4. Reetz MT, Lipases as practical biocatalysts. Curr Opin Chem Biol 6:145-150 (2002).
5. Jaeger KE and Eggert T, Lipases for biotechnology. Curr Opin Biotechnol 13:390-397 (2002).
6. Nthangeni MB, Patterton H, van Tonder A, Vergeer WP and Litthauer D, Over-expression and properties of a purified recombinant Bacillus licheniformis lipase: a comparative report on Bacillus lipases. Enzyme Microb Technol 28:705-712 (2001).
7. Ruiz C, Javier Pastor FI and Diaz P, Isolation and characterization of Bacillus sp. BP-6 LipA, a ubiquitous lipase among mesophilic Bacillus species. Lett Appl Microbiol 37:354-359 (2003).
8. Hun CJ, Rahman RNZA, Salleh AB and Basri M, A newly isolated organic solvent tolerant Bacillus sphaericus 205y producing organic solvent stable lipase. Biochem Eng J 15:147-151 (2003).
9. Singh J, Vohra RM and Sahoo DK, Enhanced production of alkaline protease by Bacillus sphaericus using fed-batch culture. Process Biochem 39:1093-1101 (2004).
10. Abdel-Fattah YR and Olama ZA, L-asparaginase production by Pseudomonas aeruginosa in solid-state culture: evaluation and optimization of culture conditions using factorial designs. Process Biochem 38:115-122 (2002).
11. Cutchins EC, Doetsch RN and Pelczar MJ, The influence of medium composition on the production of bacterial lipase. J Bacteriol 63:269-272 (1952).
12. Espinosa E, Sanchez S and Farres A, Nutritional factor affecting lipase production by Rhizopus delemar CDBB H313. Biotechnol Lett 12:209-214 (1990).
13. Chakravarti R and Sahai V, Optimization of compactin production in chemically defined production medium by Penicillium citrinum using statistical methods. Process Biochem 38:481-486 (2002).
14. Box GEP, Hunter WG and Hunter JS, Statistics for Experimenters: An Introduction to Design, Data Analysis, and Model Building. John Wiley and Sons, New York (1978).
15. Cochran WG and Cox GM, Experimental Designs. John Wiley and Sons, New York (1957).
16. Gawande BN and Patkar AY, Application of factorial designs for optimization of cyclodextrin glycosyltransferase production from Klebsiella pneumoniae pneumoniae AS-22. Biotechnol Bioeng 64:168-173 (1999).
17. Souza MC de O, Roberto IC and Milagres AMF, Solid-state fermentation for xylanase production by Thermoascus aurantiacus using response surface methodology. Appl Microbiol Biotechnol 52:768-772 (1999).
18. Glassey J, Montague GA, Ward AC and Kara B, Artificial neural network based experimental design procedures for enhancing fermentation development. Biotechnol Bioeng 44:397-405 (1994).
19. Ota Y and Yamada K, Lipase from Candida paralipolytica Part I. Anionic surfactants as the essential activator in the systems emulsified by polyvinyl alcohol. Agric Biol Chem 30:351-358 (1966).
20. Anson ML, The estimation of pepsin, trypsin, papain and cathepsin with hemoglobin. J Gen Physiol 22:79-89 (1938).
21. Miller GL, Use of dinitrosalicylic acid reagent for determination of reducing sugar. Anal Chem 31:426-428 (1959).
22. Lowry OH, Rosenbrough MJ, Farr AL and Randell RJ, Protein measurement with folin phenol reagent. J Biol Chem 193:265-275 (1951).
23. Plackett RL and Burman JP, The design of optimum multifactorial experiments. Biometrika 33:305-325 (1946).
24. Ghosh PK, Saxena RK, Gupta R, Yadav RP and Davidson S, Microbial lipases: production and applications. Sci Prog 79:119-157 (1996).
25. Maia MM, Heasley A, Camargo de Morais MM, Melo EH, Morais MA Jr, Ledingham WM, et al., Effect of culture conditions on lipase production by Fusarium solani in batch fermentation. Bioresource Technol 76:23-27 (2001).
26. Pokorny D, Friedrich J and Cimerman A, Effect of nutritional factors on lipase biosynthesis by Aspergillus niger. Biotechnol Lett 16:363-366 (1994).
27. Rapp P, Production, regulation, and some properties of lipase activity from Fusarium oxysporum f. sp. Vasinfectum. Enzyme Microb Technol 17:832-838 (1995).
28. Salleh AB, Musani R and Razak CNA, Extra and intracellular lipases from a thermophilic Rhizopus oryzae and factors affecting their production. Can J Microbiol 39:978-981 (1993).
29. Lakshmi BS, Kangueane P, Abraham B and Pennathur G, Effect of vegetable oils in the secretion of lipase from Candida rugosa (DSM 2031). Lett Appl Microbiol 29:66-70 (1999).
30. Sharma R, Chisti Y and Banerjee UC, Production, purification, characterization, and applications of lipases. Biotechnol Adv 19:627-662 (2001).
31. Dalmau E, Sanchez A, Montesinos JL, Valero F, Lafuente FJ and Casas C, Study of the drop size frequencies in a microbial growth system with an aqueous-organic culture medium: lipase production from Candida rugosa. J Biotechnol 59:183-192 (1998).
32. Dutta JR, Dutta PK and Hanerjee R, Optimization of culture parameters for extracellular protease production from a newly isolated Pseudomonas sp. using response surface and artificial neural network models. Process Biochem 39:2193-2198 (2004).
33. Linko S, Luopa J and Zhu YH, Neural networks as 'software sensors' in enzyme production. J Biotechnol 52:257-266 (1997).
34. Weiss RM and Ollis DF, Extracellular microbial polysaccharides. I. Substrate, biomass, and product kinetic equations for batch xanthan gum fermentation. Biotechnol Bioeng 22:859-873 (1980).
35. Luedeking R and Piret EL, A kinetic study of the lactic acid fermentation. J Biochem Microbiol Technol Eng 1:393-412 (1959).
36. Dalmau E, Montesinos JL, Lotti M and Casas C, Effect of different carbon sources on lipase production by Candida rugosa. Enzyme Microb Technol 26:657-663 (2000).
37. Elibol M and Ozer D, Response surface analysis of lipase production by freely suspended Rhizopus arrhizus. Process Biochem 38:367-372 (2002).
38. Valero F, Del Rio JL, Poch M and Sola C, Fermentation behavior of lipase production by Candida rugosa growing on different mixtures of glucose and olive oil. J Ferment Bioeng 72:399-401 (1991).
39. Chang RC, Chou SJ and Shaw JF, Multiple forms and function of Candida rugosa lipase. Biotechnol Appl Biochem 19:93-97 (1994).
40. Abdel-Fattah YR, Soliman NA, Gaballa AA, Sabry SA and EI-Diwany AI, Lipase production from a novel thermophilic Bacillus sp: Application of Plackett-Burman design for evaluating culture conditions affecting enzyme formation. Polish J Microbiol 51:353-366 (2002).
41. Wang YX, Srivastava KC, Shen GW and Wang HY, Thermostable alkaline lipase from a newly isolated thermophilic Bacillus strain A30-1 (ATCC 53841). J Ferment Bioeng 79:433-438 (1995).
42. Rathi P, Goswami VK, Sahai V and Gupta R, Statistical medium optimization and production of a hyperthermostable lipase from Burkholderia cepacia in a bioreactor. J Appl Microbiol 93:930-936 (2002).
43. Chen SJ, Cheng CY and Chen TL, Production of an alkaline lipase by Acinetobacter radioresistens. J Ferment Bioeng 86:308-312 (1998).