Issue
Korean Chemical Engineering Research,
Vol.50, No.5, 879-884, 2012
고체발효에서 반응표면분석법을 이용한 구연산 생산 최적화
Response Surface Optimization of Fermentation Parameters for Citric Acid Production in Solid Substrate Fermentation
본 실험에서는 Aspergillus niger NRRL 567의 고체배양을 이용한 구연산 생산 시, 물리/화학적 발효 조건인 배양 온도, 배지 pH, 접종 농도 및 수분 함량이 구연산 생산에 미치는 영향을 단일변수(one-factor-at-a-time)와 반응표면 분석법(surface response methodology)을 이용하여 순차적 최적화를 수행하였다. 단일변수 최적화의 경우, A. niger에 의한 구연산 생산은 물리/화학적 발효 조건에 의해 영향을 받으며, 발효 온도 30 ℃, 영양 배지 pH 7.1, 수분 함량 75%와 접종 농도 4.0×106 spores/ml에서 최대 구연산 생산인 98.2 g/kg DPM (dry peat moss)을 보였다. 단일변수 최적화에 근거하여 반응표면 분석법을 도입하여 2차 최적화를 수행했을 경우, 배지 pH와 수분 함량이 구연산 생산에 유의한 영향 을 주었으며 온도 26.5 ℃, 영양 배지 pH 9.9, 수분 함량 75.1%와 접종 농도 6.0×106 spores/ml에서 최대 구연산 생산인 118.8 g/kg DPM가 얻어졌다. 이는 최적화 이전의 대조군에 비해 구연산 생산이 1.6배 증가한 결과이다.
In this present study, Aspergillus niger NRRL 567 was cultivated on an inert support material and the effects of various fermentation parameters including temperature, nutrient solution pH, inoculation level, and moisture content were observed and optimized by one-factor-at-a-time (OFAT) and response surface methodology (RSM), sequentially. It was found that the incubation temperature of 30 ℃ with 75% moisture content, nutrient solution pH of 7.1 and inoculation level of 4.0×106 spores/ml were the most favorable. Again, fermentation parameters were optimized using RSM. The determined optimum condition is 26.5 ℃, pH 9.9, 75.1%, and 6.0×106 spores/ml. Under this optimized condition, A. niger NRRL 567 produced 118.8 g citric acid/kg dry peat moss at 72 hr. Maximum citric acid production of optimized condition by RSM represented a 1.6-fold increase compared to that obtained from control experiment.
[References]
  1. Haq I, Khurshid S, Ali K, Ashraf H, Qadeer MA, Rajoka I, World J. Microbiol.Biotechnol., 17, 35, 2001
  2. Pazouki M, Felse PA, Sinha J, Panda T, Bioprocess Eng., 22, 353, 2000
  3. Vandenberghe LPS, Soccol CR, Pandey A, Lebeault JM, Bioresour. Technol., 74(2), 175, 2000
  4. Hang YD, Luh BS, Woodams EE, J. Food Sci., 226, 175, 52, 1987
  5. Alvarez-Vasquez F, Gonzalez-Alco C, Torres NV, Biotechnol. Bioeng., 70, 82, 2000
  6. Wasay SA, Barrington SF, Tokunaga S, Water Air Soil Pollut., 116, 449, 1999
  7. Barrington S, Kim JS, Wang L, Kim JW, Korean J. Chem. Eng., 26, 422, 2008
  8. Xu DB, Kubicek CP, Roch M, App. Microbiol. Biotechnol., 30, 444, 1989
  9. Prado FC, Vandenberghe LP, Soccol CR, Braz.Arch. Biol. Technol., 48, 29, 2005
  10. Barrington S, Kim JW, Bioresour. Technol., 99(2), 368, 2008
  11. Battaglin RA, Huergo M, Pilodof AMR, Bartholomai GB, Appl.Microbiol. Biotechnol., 35, 292, 1991
  12. Wen ZY, Chen F, Biotechnol. Bioeng., 75(2), 159, 2001
  13. Pintado J, Torrado A, Gonzalez MP, Murado MA, Enzyme Microb. Technol., 23(1-2), 149, 1998
  14. Ellaiah P, Srinivasulu B, Adinarayana K, Process Biochem., 30, 529, 2004
  15. Dhillon GS, Brar SK, Verma M, Tyagi RD, J. Appl. Microbiol., 110(4), 1045, 2011
  16. Roukas TJ, Ind. Microbol.Biotechnol., 25, 298, 2000
  17. Vandenberghe LPS, Soccol CR, Pandey A, Lebeault JM, Bioresour. Technol., 74(2), 175, 2000
  18. Mahadik ND, Puntambekar US, Bastawde KB, Khire JM, Gokhale DV, Process Biochem., 38, 715, 2002
  19. Kumar D, Verma R, Bhalla TC, J. Food Sci Technol., 47, 458, 2010
  20. Nampoothiri MK, Baiju TV, Sandhya C, Sabu A, Szakacs G, Pandey A, Process Biochem., 11, 1583, 2003
  21. Bari MN, Alam MZ, Muyibi SA, Jamal P, Abdullah-Al-Mamum, Bioresour. Technol., 100(12), 3113, 2009
  22. Tengerdy, Solid state fermentation RP, Trends Biotechnol., 3, 96, 1985
  23. Reid ID, Enz. Microbiol. Technol., 11, 786, 1989
  24. Rezaei PS, Darzi GN, Shafaghat H, Korean J. Chem. Eng., 27(3), 919, 2010
  25. Kamini NR, Mala JGS, Puvanakrishnan R, Process. Biochem., 28, 505, 1998
  26. Fawole OB, Odunfa, Int. Biodeterior., 51, 223, 2003
  27. Goes AP, Sheppard JD, J.Chem. Technol. Biotechnol., 73, 709, 1999
  28. Hang YD, Woodams EE, Bioresour. Technol., 65(3), 251, 1998
  29. Kim KS, Kim JS, Korean Chem. Eng. Res., 48(6), 704, 2010
  30. Kim JW, Barrington S, Sheppard J, Lee B, Process Biochem., 41, 1253, 2006