Skip to main content
Log in

Application of response surface methodology in medium optimization for spore production of Coniothyrium minitans in solid-state fermentation

  • Published:
World Journal of Microbiology and Biotechnology Aims and scope Submit manuscript

Summary

Spore production of Coniothyrium minitans was optimized by using response surface methodology (RSM), which is a powerful mathematical approach widely applied in the optimization of fermentation process. In the first step of optimization, with Plackett–Burman design, soluble starch, urea and KH2PO4 were found to be the important factors affecting C. minitans spore production significantly. In the second step, a 23 full factorial central composite design and RSM were applied to determine the optimal concentration of each significant variable. A second-order polynomial was determined by the multiple regression analysis of the experimental data. The optimum values for the critical components for the maximum were obtained as follows: soluble starch 0.643 (36.43 g. l−1), urea −0.544 (3.91 g l−1) and KH2PO4 0.049 (1.02 g l−1) with a predicted value of maximum spore production of 9.94 × 109 spores/g IDM. Under the optimal conditions, the practical spore production was 1.04 × 1010 spores/g IDM. The determination coefficient (R2) was 0.923, which ensure an adequate credibility of the model.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • K. Adinarayana P. Ellaiah (2002) ArticleTitleResponse surface optimization of the critical medium components for this production of alkaline protease by a newly isolated Bacillus sp Journal of Pharmacy and Pharmaceutical Science 5 272–227

    Google Scholar 

  • G.J. Boland R. Hall (1994) ArticleTitleIndex of plant hosts of Sclerotinia sclerotiorum Canadian Journal of Plant Pathology 16 93–108

    Google Scholar 

  • W.A. Campbell (1947) ArticleTitleA new species of Coniothyrium parasitic on sclerotia Mycologia 39 190–195

    Google Scholar 

  • R. Chakravarti V. Sahai (2002) ArticleTitleOptimization of compactin production in chemically defined production medium by Penicillium citrinum using statistical methods Process Biochemistry 38 481–486

    Google Scholar 

  • N.B. Ghanem H.H. Yusef H.K. Mahrouse (2000) ArticleTitleProduction of Aspergillus terreus xylanase in solid-state cultures: application of the Plackett–Burman experimental design to evaluate nutritional requirements Bioresource Technology 73 113–121

    Google Scholar 

  • M. Hujanen S. Linko Y.Y. Linko M. Leisola (2001) ArticleTitleOptimization of media and cultivation conditions for L (+)(S)-lactic acid production by Lactobacillus casei NRRL B-441 Applied Microbiology and Biotechnology 56 126–130 Occurrence Handle11499919

    PubMed  Google Scholar 

  • C. Larroche (1996) ArticleTitleMicrobial growth and sporulation behaviour in solid-state fermentation Journal of Scientific and Industrial Research 55 408–423

    Google Scholar 

  • B. Lhomme J.C. Roux (1991) ArticleTitleUtilization of experimental designs for optimization of Rhizopus arrhizus culture Bioresource Technology 35 301–312

    Google Scholar 

  • M.P. McQuilken J.M. Whipps (1995) ArticleTitleProduction, survival and evaluation of solid-substrate inocula of Coniothyrium minitans against Sclerotinia sclerotiorum European Journal of Plant Pathology 101 101–110

    Google Scholar 

  • M.P. McQuilken S.P. Budge J.M. Whipps (1997) ArticleTitleEffects of culture media and environmental factors on conidial germination, pycnidial production and hyphal extension of Coniothyrium minitans Mycological Research 101 11–17

    Google Scholar 

  • M.P. McQuilken J.M. Whipps (1997) ArticleTitleProduction, survival and evaluation of liquid culture-produced inocula of Coniothyrium minitans against Sclerotinia sclerotiorum Biocontrol Science and Technology 7 23–26

    Google Scholar 

  • J. Oostra J. Tramper A. Rinzema (1998) ArticleTitleBiomass estimation of Coniothyrium minitans in solid-state fermentation Enzyme and Microbial Technology 22 480–486

    Google Scholar 

  • J. Oostra J. Tramper A. Rinzema (2000) ArticleTitleModel-based bioreactor selection for large-scale solid-state cultivation of Coniothyrium minitans spores on oats Enzyme and Microbial Technology 27 652–663 Occurrence Handle11064047

    PubMed  Google Scholar 

  • L.P. Ooijkas I. Chin-Joe J. Tramper R.M. Buitelaar (1998) ArticleTitleSpore production of Coniothyrium minitans on different nitrogen sources with glucose or starch as carbon source Biotechnology Letters 20 785–788

    Google Scholar 

  • L.P. Ooijkas E.C. Wilkinson J. Tramper R.M. Buitelaar (1999) ArticleTitleMedium optimization for spore production of Coniothyrium minitans using statistically based experimental designs Biotechnology and Bioengineering 64 92–100 Occurrence Handle10397843

    PubMed  Google Scholar 

  • Y.S. Park S.W. Kang J.S. Lee S.I. Hong S.W. Kim (2002) ArticleTitleXylanase production in solid state fermertation by Aspergillus niger mutant using statistical experimental designs Applied Microbiology and Biotechnology 58 761–766 Occurrence Handle12021796

    PubMed  Google Scholar 

  • R.L. Plackett J.P. Burman (1946) ArticleTitleThe design of optimum multifactorial experiments Biometrika 33 305–325

    Google Scholar 

  • P. RamaMohan Reddy G. Reddy G. Seenayya (1999) ArticleTitleProduction of thermostble β-amylase and pullulanase by Clostridium thermosulfurogenes SV2 in solid-state fermentation: Screening of nutrients using Plackett–Burman design Bioprocess Engineering 21 175–179

    Google Scholar 

  • H. Roger J.M. Willians R.C. Cooke (1998) ArticleTitleRole of soil mesofauna in dispersal of Coniothyrium minitans: Transmission to sclerotia of Sclerotinia sclerotiorum Soil Biology and Biochemistry 30 1929–1935

    Google Scholar 

  • A.K. Sadhukhan M.V. Ramana Murthy Kumar Ajaya E.V.S. R. Mohan G. Vandana C. Bhar K. Venkateswara Rao (1999) ArticleTitleOptimization of mycophenolic acid production in solid-state fermentation using response surface methodology Journal of Industrial Microbiology and Biotechnology 22 33–38

    Google Scholar 

  • J.E. Smith J.C. Galbraith (1971) ArticleTitleBiochemical and physiological aspects of differentiation in the fungi Advances in Microbial Physiology 5 45–134 Occurrence Handle4950260

    PubMed  Google Scholar 

  • P. Suamant K.B. Qasim G. Rani (2002) ArticleTitleOptimization of alkaline protease from Bacillus sp. by response surface methology Current Microbiology 44 286–290 Occurrence Handle11910500

    PubMed  Google Scholar 

  • I. Sunitha M.V. Subba Rao C. Ayyanna (1998) ArticleTitleOptimization of medium constituents and fermentation conditions for the production of L-glutamic acid by the co-immobilized whole cells of Micrococcus glutamicus and Pseudomonas reptilivora Bioprocess Engineering 18 353–359

    Google Scholar 

  • F.J. Webber J. Tramper A. Rinzema (1999) ArticleTitleA simplified material and energy balance approach for process development and scale-up of Coniothyrium minitans conidia production by solid-state cultivation in a packed-bed reactor Biotechnology and Bioengineering 65 447–458 Occurrence Handle10506420

    PubMed  Google Scholar 

  • J.M. Whipps M. Gerlagh (1992) ArticleTitleBiology of Coniothyrium minitans and its potential for use in disease biocontrol Mycological Research 96 897–907

    Google Scholar 

  • J.M. Whipps S.K. Grewal P. Vander Goes (1991) ArticleTitleInteractions between Coniothyrium minitans and Sclerotia Mycological Research 95 295–299

    Google Scholar 

  • X. Yu S.G. Hallet J. Sheppard A.K. Watson (1997) ArticleTitleApplication of the Plackett–Burman experimental design to evaluate nutritional requirements for the production of Colletotrichum coccodes spores Applied Microbiology and Biotechnology 47 301–305

    Google Scholar 

  • J. Zhang C. Marcin M.A. Shifflet P. Salmon T. Brix R. Greasham B. Buokland M. Chartrain (1996) ArticleTitleDevelopment of a defined medium fermentation process for physotigmine production by Streptomyces griseofuscus Applied Microbiology and Biotechnology 44 568–575 Occurrence Handle8703428

    PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jian Chen.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Chen, X., Li, Y., Du, G. et al. Application of response surface methodology in medium optimization for spore production of Coniothyrium minitans in solid-state fermentation. World J Microbiol Biotechnol 21, 593–599 (2005). https://doi.org/10.1007/s11274-004-3492-6

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11274-004-3492-6

Keywords

Navigation