References
- Desai JD, Banat IM. 1997. Microbial production of surfactants and their commercial potential. Microbiol. Mol. Biol. Rev. 61: 47-64. https://doi.org/10.1128/.61.1.47-64.1997
- Van Hamme JD, Singh A, Ward OP. 2006. Physiological aspects. Part 1 in a series of papers devoted to surfactants in microbiology and biotechnology. Biotechnol. Adv. 24: 604-620. https://doi.org/10.1016/j.biotechadv.2006.08.001
- Banat IM, Makkar RS, Cameotra SS. 2000. Potential commercial applications of microbial surfactants. Appl. Microbiol. Biotechnol. 53: 495-508. https://doi.org/10.1007/s002530051648
- Toledo FL, Gonzalez-Lopez J, Calvo C. 2008. Production of bioemulsifier by Bacillus subtilis, Alcaligenes faecalis and Enterobacter species in liquid culture. Bioresour. Technol. 99: 8470-8475. https://doi.org/10.1016/j.biortech.2007.08.055
- Mukherjee S, Das P, Sen R. 2006. Towards commercial production of microbial surfactants. Trends Biotechnol. 24: 509-515. https://doi.org/10.1016/j.tibtech.2006.09.005
- Christofi N, Ivshina IB. 2002. Microbial surfactants and their use in field studies of soil remediation. J. Appl. Microbiol. 93: 915-929. https://doi.org/10.1046/j.1365-2672.2002.01774.x
- Mukherjee S, Das P, Sivapathasekaran C, Sen R. 2008. Enhanced production of biosurfactant by a marine bacterium on statistical screening of nutritional parameters. Biochem. Eng. J. 42: 254-260. https://doi.org/10.1016/j.bej.2008.07.003
- Abouseoud M, Maachi R, Amrane A, Boudergua S, Nabi A. 2008. Evaluation of different carbon and nitrogen sources in production of biosurfactant by Pseudomonas fluorescens. Desalination 223: 143-151. https://doi.org/10.1016/j.desal.2007.01.198
- Liyana-Pathirana C, Shahidi F. 2005. Optimization of extraction of phenolic compounds from wheat using response surface methodology. Food Chem. 93: 47-56. https://doi.org/10.1016/j.foodchem.2004.08.050
- Montgomery D. 2005. Design and Analysis of Experiments, pp. 478-553. (8th ed). John Wiley and Sons, USA.
- Kalil SJ, Maugeri F, Rodrigues MI. 2000. Response surface analysis and simulation as a tool for bioprocess design and optimization. Process Biochem. 35: 539-550. https://doi.org/10.1016/S0032-9592(99)00101-6
- Myers RH, Montgomery DC. 2002. Response surface methodology: process and product optimization using designed experiments, (2nd ed). John Wiley & Sons, USA.
- Chauhan AK, Survase SA, Kishenkumar J, Annapure US. 2009. Medium optimization by orthogonal array and response surface methodology for cholesterol oxidase production by Streptomyces lavendulae NCIM2499. J. Gen. Appl. Microbiol. 55: 171-180. https://doi.org/10.2323/jgam.55.171
- Dutta JR, Dutta PK, Banerjee R. 2004. 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. https://doi.org/10.1016/j.procbio.2003.11.009
- Oskouie SFG, Tabandeh F, Yakhchali B, Eftekhar F. 2008. Response surface optimization of medium composition for alkaline protease production by Bacillus clausii. Biochem. Eng. J. 39: 37-42. https://doi.org/10.1016/j.bej.2007.08.016
- Singh RS, Singh H, Saini GK. 2009. Response surface optimization of the critical medium components for pullulan production by Aureobasidium pullulans FB-1. Appl. Biochem. Biotechnol. 152: 42-53. https://doi.org/10.1007/s12010-008-8180-9
- Xiong YH, Liu JZ, Song HY, Ji LN. 2004. Enhanced production of extracellular ribonuclease from Aspergillus niger by optimization of culture conditions using response surface methodology. Biochem. Eng. J. 21: 27-32. https://doi.org/10.1016/j.bej.2004.04.010
- Mutalik SR, Vaidya BK, Joshi RM, Desai KM, Nene SN. 2008. Use of response surface optimization for the production of biosurfactant from Rhodococcus spp. MTCC2574. Bioresour. Technol. 99: 7875-7880. https://doi.org/10.1016/j.biortech.2008.02.027
- Najafi AR, Rahimpour MR, Jahanmiri AH, Roostaazad R, Arabian D, Ghobadi Z. 2010. Enhancing biosurfactant production from an indigenous strain of Bacillus mycoides by optimizing the growth conditions using a response surface methodology. Chem. Eng. J. 163: 188-194. https://doi.org/10.1016/j.cej.2010.06.044
- Rodrigues L, Teixeira J, Oliveira R, van der Mei HC. 2006. Response surface optimization of the medium components for the production of biosurfactants by probiotic bacteria. Process Biochem. 41: 1-10. https://doi.org/10.1016/j.procbio.2005.01.030
- Chen HC. 1996. Optimizing the concentrations of carbon, nitrogen and phosphorous in a citric acid fermentation with response surface method. Food Biotechnol. 10: 13-27. https://doi.org/10.1080/08905439609549898
- Rao PV, Jayaraman K, Lakshmanan CM. 1993. Production of lipase by Candida rugosa in solid state fermentation. 2: Medium optimization and effect of aeration. Process Biochem. 28: 391-395. https://doi.org/10.1016/0032-9592(93)80026-D
- Park EJ, Kim JY. 2015. Characteristics of culture conditions for the production of biosurfactant by Bacillus pumilus IJ-1. J. Appl. Biol. Chem. 58: 81-88. https://doi.org/10.3839/jabc.2015.014
- Kim JY. 2014. Isolation and characterization of a biosurfactantproducing bacterium Bacillus pumilus IJ-1 from contaminated crude oil collected in Taean, Korea. J. Korean Soc. Appl. Biol. Chem. 57: 5-14. https://doi.org/10.1007/s13765-013-4236-9
- Hur SH, Yang JS, Hong JH. 2002. Production of biosurfactant using Bacillus spp.. J. Korean Soc. Food Sci. Nutr. 31: 389-393. https://doi.org/10.3746/jkfn.2002.31.3.389
- Carrillo PG, Mardaraz C, Pitta-Alvarez SI, Giulietti AM. 1996. Isolation and selection of biosurfactant-producing bacteria. World J. Microbiol. Biotechnol. 12: 82-84. https://doi.org/10.1007/BF00327807
- Lang S. 2002. Biological amphiphiles (microbial biosurfactants). Curr. Opin. Colloid Interface Sci. 7: 12-20. https://doi.org/10.1016/S1359-0294(02)00007-9
- Zajic JE, Seffens W. 1984. Biosurfactants. CRC Crit. Rev. Biotechnol. 1: 87-107. https://doi.org/10.3109/07388558309082580
- Box GEP, Wilson KB. 1951. On the experimental attainment of optimum conditions. J. Royal Statist. Soc. Ser. B 13: 1-45.
- Ren X, Yu D, Han S, Feng Y. 2006. Optimization of recombinant hyperthermophilic esterase production from agricultural waste using response surface methodology. Bioresour. Technol. 97: 2345-2349. https://doi.org/10.1016/j.biortech.2005.10.027
- Kim BS, Kim JY. 2013. Optimization of culture conditions for the production of biosurfactant by Bacillus subtilis JK-1 using response surface methodology. J. Korean Soc. Appl. Biol. Chem. 56: 279-287. https://doi.org/10.1007/s13765-013-3044-6
- Fooladi T, Moazami N, Abdeshahian P, Kadier A, Ghojavand H, Wan Yusoff WM, et al. 2016. Characterization, production and optimization of lipopeptide biosurfactant by new strain Bacillus pumilus 2IR isolated from an Iranian oil field. J. Pet. Sci. Eng. 145: 510-519. https://doi.org/10.1016/j.petrol.2016.06.015
- Datta P, Tiwari P, Pandey LM. 2018. Isolation and characterization of biosurfactant producing and oil degrading Bacillus subtilis MG495086 from formation water of Assam oil reservoir and its suitability for enhanced oil recovery. Bioresour. Technol. 270: 439-448. https://doi.org/10.1016/j.biortech.2018.09.047
- Kiran GS, Anto Thomas T, Selvin J, Sabarathnam B, Lipton AP. 2010. Optimization and characterization of a new lipopeptide biosurfactant produced by marine Brevibacterium aureum MSA13 in solid state culture. Bioresour. Technol. 101: 2389-2396. https://doi.org/10.1016/j.biortech.2009.11.023