Issue
Korean Journal of Chemical Engineering,
Vol.27, No.4, 1233-1238, 2010
Modeling and optimization of cutinase production by recombinant Escherichia coli based on statistical experimental designs
Statistics-based experiment designs were used to optimize the culture medium (glucose, yeast extract, IPTG, tween-60, and CaCl2) for cutinase production by recombinant Escherichia coli. A 2^(5-1) fractional factorial design augmented with center points revealed that glucose, yeast extract, and IPTG were the most significant factors, whereas the other factors were not important within the levels tested. The method of steepest ascent was used to approach the proximity of optimum, followed by a central composite design to develop a response surface for culture condition optimization. The optimum culture medium for cutinase production was found to be: glucose 33. 92 g/L, yeast extract 30.92 g/L, and IPTG 0.76 g/L. A cutinase production of 145.27±1.5 U/mL, which was in agreement with the prediction, was observed in triplicate verification experiments. The results obtained here verified the effectiveness of the applied methodology and may be helpful for cutinase production on an industrial scale.
[References]
  1. Agrawal PB, Nierstrasz VA, Warmoeskerken MMCG, Enzyme Microb. Technol., 42(6), 473, 2008
  2. Carvalho CML, Aires-Barros MR, Cabral JMS, Biotechnol. Bioeng., 66(1), 17, 1999
  3. Carvalho CM, Serralheiro ML, Cabral JM, Airesbarros MR, Enzyme Microb. Technol., 21(2), 117, 1997
  4. Chen J, Wang Q, Hua ZZ, Du GC, Enzyme Microb. Technol., 40(7), 1651, 2007
  5. Du GC, Zhang SL, Hua ZZ, Zhu Y, Chen J, Biotechnol.J., 2, 365, 2007
  6. Silva C, Araujo R, Casal M, Gubitz GM, Cavaco-Paulo A, Enzyme Microb. Technol., 40(7), 1678, 2007
  7. FETT WF, GERARD HC, MOREAU RA, OSMAN SF, JONES LE, Curr. Microbiol., 25(3), 165, 1992
  8. Calado CRC, Monteiro SMS, Cabral JMS, Fonseca LP, J. Biosci. Bioeng., 93(4), 354, 2002
  9. Calado CRC, Taipa MA, Cabral JMS, Fonseca LP, Enzyme Microb. Technol., 31(1-2), 161, 2002
  10. Ferreira BS, Calado CRC, van Keulen F, Fonseca LP, Cabral JMS, da Fonseca MMR, Appl. Microbiol. Biotechnol., 61(1), 69, 2003
  11. Pio TF, Macedo GA, Enzyme Microb. Technol., 41(5), 613, 2007
  12. Fett WF, Gerard HC, Moreau RA, Osman SF, Jones LE, Appl. Environ. Microbiol., 58, 2123, 1992
  13. Calado CRC, Mannesse M, Egmond M, Cabral JMS, Fonseca LP, Biotechnol. Bioeng., 78(6), 692, 2002
  14. Calado CRC, Almeida C, Cabral JMS, Fonseca LP, J. Biosci. Bioeng., 96(2), 141, 2003
  15. Fett WF, Wijey C, Moreau RA, J. Appl. Microbiol., 86, 561, 1999
  16. Rispoli FJ, Shah V, J. Ind. Microbiol. Biotechnol., 34, 349, 2007
  17. Cunha MT, Costa MJL, Calado CRC, Fonseca LP, Aires-Barros MR, Cabral JMS, J. Biotechnol., 100, 55, 2003
  18. Calado CRC, Ferreira BS, Fonseca DMMR, Cabral JMS, Fonseca LP, J. Biotechnol., 109, 147, 2004
  19. Kepka C, Collet E, Persson J, Stahl A, Lagerstedt T, Tjerneld F,Veide A, J. Biotechnol., 103, 165, 2003
  20. Fett WF, Wijey C, Moreau RA, Osman SF, Lett. Appl.Microbiol., 31, 25, 2000
  21. He GQ, Huo GH, Liu LM, Zhu Y, Du GC, Chen J, Biotechnol.Biopro. E., 14, 46, 2009
  22. Chen S, Tong X, Woodard RW, Du GC, Wu J, Chen J, J.Biol. Chem., 283, 25854, 2008
  23. Pio TF, Macedo GA, J. Ind. Microbiol. Biotechnol., 35, 59, 2008
  24. Ergun M, Mutlu SF, Bioresour. Technol., 73(3), 251, 2000
  25. Yu X, Hallett SG, Sheppard J, Watson AK, Appl. Microbiol. Biotechnol., 47(3), 301, 1997
  26. Liu L, Sun J, Zhang DX, Du GC, Chen J, Xu WB, Enzyme Microb. Technol., 44(1), 24, 2009