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Volumn 101, Issue 7, 2010, Pages 2367-2374

Improvement of a two-stage fermentation process for docosahexaenoic acid production by Aurantiochytrium limacinum SR21 applying statistical experimental designs and data analysis

Author keywords

Artificial neural networks; Aurantiochytrium; Docosahexaenoic acid; Statistical designs; Two stage fermentation

Indexed keywords

DEEP NEURAL NETWORKS; FERMENTATION; GENETIC ALGORITHMS; NEURAL NETWORKS; STATISTICS;

EID: 77951232761     PISSN: 09608524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.biortech.2009.11.056     Document Type: Article
Times cited : (68)

References (32)
  • 1
    • 33044501635 scopus 로고    scopus 로고
    • Microbial polyhydroxyalkanoates, polysaccharides and lipids
    • Ratledge, C., Kristiansen, B. (Eds.), Cambridge University Press, Cambridge
    • Anderson, A., Wynn, J., 2001. Microbial polyhydroxyalkanoates, polysaccharides and lipids. In: Ratledge, C., Kristiansen, B. (Eds.), Basic Biotechnology. Cambridge University Press, Cambridge, pp. 325-348.
    • (2001) Basic Biotechnology , pp. 325-348
    • Anderson, A.1    Wynn, J.2
  • 3
    • 0033037543 scopus 로고    scopus 로고
    • Long chain n-3 polyunsaturated fatty acid production by members of the marine protistan group the thraustochytrids: screening of isolates and optimisation of docosahexaenoic acid production
    • Bowles, R.D., Hunt, A.E., Bremer, G.B., Duchars, M.G., Eaton, R.A., 1999. Long chain n-3 polyunsaturated fatty acid production by members of the marine protistan group the thraustochytrids: screening of isolates and optimisation of docosahexaenoic acid production. J. Biotechnol. 70, 193-202.
    • (1999) J. Biotechnol. , vol.70 , pp. 193-202
    • Bowles, R.D.1    Hunt, A.E.2    Bremer, G.B.3    Duchars, M.G.4    Eaton, R.A.5
  • 4
    • 0027388209 scopus 로고
    • Predictability, scale and biodiversity in coastal and estuarine ecosystems: implication for management
    • Constanza, R., Kemp, M., Boynton, W., 1993. Predictability, scale and biodiversity in coastal and estuarine ecosystems: implication for management. Ambio 22, 88-96.
    • (1993) Ambio , vol.22 , pp. 8896
    • Constanza, R.1    Kemp, M.2    Boynton, W.3
  • 5
    • 49249118741 scopus 로고    scopus 로고
    • Comparison of artificial neural network (ANN) and response surface methodology (RSM) in fermentation media optimization: case study of fermentative production of scleroglucan
    • Desai, K.M., Survase, S.A., Saudagar, P.S., Lele, S.S., Singhal, R.S., 2008. Comparison of artificial neural network (ANN) and response surface methodology (RSM) in fermentation media optimization: case study of fermentative production of scleroglucan. Biochem. Eng. J. 41, 266-273.
    • (2008) Biochem. Eng. J. , vol.41 , pp. 266-273
    • Desai, K.M.1    Survase, S.A.2    Saudagar, P.S.3    Lele, S.S.4    Singhal, R.S.5
  • 7
    • 0001801831 scopus 로고    scopus 로고
    • Basic oleochemicals, oleochemical products and new industrial oils
    • Gunstone, F.D., Hamilton, R.J. (Eds.), Sheffield Academic Press, Sheffield
    • Gunstone, F.D., 2001. Basic oleochemicals, oleochemical products and new industrial oils. In: Gunstone, F.D., Hamilton, R.J. (Eds.), Oleochemical Manufacture and Application. Sheffield Academic Press, Sheffield, pp. 1-22.
    • (2001) Oleochemical Manufacture and Application , pp. 1-22
    • Gunstone, F.D.1
  • 8
    • 0001138328 scopus 로고
    • A K-means clustering algorithm
    • Hartigan, J.A., Wong, M.A., 1979. A K-means clustering algorithm. Appl. Stat. 28, 100-108.
    • (1979) Appl. Stat. , vol.28 , pp. 100-108
    • Hartigan, J.A.1    Wong, M.A.2
  • 9
    • 0030028691 scopus 로고    scopus 로고
    • Improvement of docosahexaenoic acid production in a culture of Thraustochytrium aureum by medium optimization
    • Iida, I., Nakahara, T., Yocochi, T., Kamisaka, Y., Yagi, H., Yamaoka, M., Suzuki, O., 1996. Improvement of docosahexaenoic acid production in a culture of Thraustochytrium aureum by medium optimization. J. Ferment. Bioeng. 81, 76-78.
    • (1996) J. Ferment. Bioeng. , vol.81 , pp. 76-78
    • Iida, I.1    Nakahara, T.2    Yocochi, T.3    Kamisaka, Y.4    Yagi, H.5    Yamaoka, M.6    Suzuki, O.7
  • 10
    • 0001745023 scopus 로고    scopus 로고
    • Techniques of lipidology Isolation, analysis and identification of lipids
    • Burdon, R.H., van Knippenberg, P.H. (Eds.), Elsevier, Amsterdam
    • Kates, M., 1998. Techniques of lipidology. Isolation, analysis and identification of lipids. In: Burdon, R.H., van Knippenberg, P.H. (Eds.), Laboratory techniques in biochemistry and molecular biology. Elsevier, Amsterdam, pp. 100-111.
    • (1998) Laboratory techniques in biochemistry and molecular biology , pp. 100-111
    • Kates, M.1
  • 11
    • 0033370675 scopus 로고    scopus 로고
    • Strategies for improving fermentation medium performance. a review
    • Kennedy, M., Krouse, D., 1999. Strategies for improving fermentation medium performance. a review. J. Ind. Microbiol. Biotechnol. 23, 456-475.
    • (1999) J. Ind. Microbiol. Biotechnol. , vol.23 , pp. 456-475
    • Kennedy, M.1    Krouse, D.2
  • 12
    • 0035183230 scopus 로고    scopus 로고
    • The essentiality of long chain n-3 fatty acids in relation to development and function of the brain and retina
    • Lauritzen, L., Hansen, H.S., Jorgensen, M.H., Michaelsen, K.F., 2001. The essentiality of long chain n-3 fatty acids in relation to development and function of the brain and retina. Prog. Lipid Res. 40, 1-94.
    • (2001) Prog. Lipid Res. , vol.40 , pp. 1-94
    • Lauritzen, L.1    Hansen, H.S.2    Jorgensen, M.H.3    Michaelsen, K.F.4
  • 13
    • 0033403792 scopus 로고    scopus 로고
    • The biotechnological potential of thraustochytrids
    • Lewis, T.E., Nichols, P.D., McMeekin, T.A., 1999. The biotechnological potential of thraustochytrids. Mar. Biotechnol. 1, 580-587.
    • (1999) Mar. Biotechnol. , vol.1 , pp. 580-587
    • Lewis, T.E.1    Nichols, P.D.2    McMeekin, T.A.3
  • 18
    • 0035700673 scopus 로고    scopus 로고
    • n-3 polyunsaturated fatty acids and cardiovascular diseases
    • Nordoy, A., Marchioli, R., Arnesen, H., Videbaek, J., 2001. n-3 polyunsaturated fatty acids and cardiovascular diseases. Lipids 36, 127-129.
    • (2001) Lipids , vol.36 , pp. 127-129
    • Nordoy, A.1    Marchioli, R.2    Arnesen, H.3    Videbaek, J.4
  • 19
  • 20
    • 10044264487 scopus 로고    scopus 로고
    • Fatty acid biosynthesis in microorganisms being used for single cell oil production
    • Ratledge, C., 2004. Fatty acid biosynthesis in microorganisms being used for single cell oil production. Biochimie 86, 807-815.
    • (2004) Biochimie , vol.86 , pp. 807-815
    • Ratledge, C.1
  • 21
    • 0016916481 scopus 로고
    • Determination of ammonia and kjeldhal nitrogen by indophenol method
    • Scheiner, D., 1975. Determination of ammonia and kjeldhal nitrogen by indophenol method. Water Res. 10, 31-36.
    • (1975) Water Res , vol.10 , pp. 31-36
    • Scheiner, D.1
  • 22
    • 2142817149 scopus 로고    scopus 로고
    • Biotechnological production and applications of the omega-3 polyunsaturated fatty acid docosahexaenoic acid
    • Sijtsma, L., de Swaaf, M.E., 2004. Biotechnological production and applications of the omega-3 polyunsaturated fatty acid docosahexaenoic acid. Appl. Microbiol. Biotechnol. 64, 146-153.
    • (2004) Appl. Microbiol. Biotechnol. , vol.64 , pp. 146-153
    • Sijtsma, L.1    de Swaaf, M.E.2
  • 23
    • 11244251887 scopus 로고    scopus 로고
    • A simulation study comparing the impact of experimental error on the performance of experimental designs and artificial neural networks used for process screening
    • Soria, A.M., Gonzalez Funes, J.L., Garcia, A.F., 2004. A simulation study comparing the impact of experimental error on the performance of experimental designs and artificial neural networks used for process screening. J. Ind. Microbiol. Biotechnol. 31, 469-474.
    • (2004) J. Ind. Microbiol. Biotechnol. , vol.31 , pp. 469-474
    • Soria, A.M.1    Gonzalez Funes, J.L.2    Garcia, A.F.3
  • 24
    • 0001803769 scopus 로고
    • Media for industrial fermentations
    • Standbury, P.F., Whitaker, A., Hall, S.J. (Eds.), Pergamon, Oxford
    • Standbury, P.F., Whitaker, A., Hall, S.J., 1986. Media for industrial fermentations. In: Standbury, P.F., Whitaker, A., Hall, S.J. (Eds.), Principles of Fermentation technology. Pergamon, Oxford, pp. 93-122.
    • (1986) Principles of Fermentation technology , pp. 93-122
    • Standbury, P.F.1    Whitaker, A.2    Hall, S.J.3
  • 26
    • 0036498616 scopus 로고    scopus 로고
    • Optimizing scale-up fermentation processes
    • Thiry, M., Cingolani, D., 2002. Optimizing scale-up fermentation processes. Trends Biotechnol. 20, 103-105.
    • (2002) Trends Biotechnol , vol.20 , pp. 103-105
    • Thiry, M.1    Cingolani, D.2
  • 27
    • 33748489500 scopus 로고    scopus 로고
    • Coconut water as a medium additive for the production of docosahexaenoic acid (C22:6 n3) by Schizochytrium mangrovei Sk-02
    • Unagul, P., Assantachai, C., Phadungruengluij, S., Suphantharika, M., Tanticharoen, M., Verduyn, C., 2007. Coconut water as a medium additive for the production of docosahexaenoic acid (C22:6 n3) by Schizochytrium mangrovei Sk-02. Biores. Technol. 98, 281-287.
    • (2007) Biores. Technol. , vol.98 , pp. 281-287
    • Unagul, P.1    Assantachai, C.2    Phadungruengluij, S.3    Suphantharika, M.4    Tanticharoen, M.5    Verduyn, C.6
  • 28
    • 26844565513 scopus 로고    scopus 로고
    • Omega-3/6 fatty acids: alternative sources of production
    • Ward, O.P., Singh, A., 2005. Omega-3/6 fatty acids: alternative sources of production. Process Biochem. 40, 3627-3652.
    • (2005) Process Biochem , vol.40 , pp. 3627-3652
    • Ward, O.P.1    Singh, A.2
  • 29
    • 0038037924 scopus 로고    scopus 로고
    • Application of response surface methodology to optimize docosahexaenoic acid production by Schizochytrium sp. S31
    • Wu, S.-T., Lin, L.-P., 2003. Application of response surface methodology to optimize docosahexaenoic acid production by Schizochytrium sp. S31.. J. Food Biochem. 27, 127-139.
    • (2003) J. Food Biochem. , vol.27 , pp. 127-139
    • Wu, S.-T.1    Lin, L.-P.2
  • 30
    • 0031276127 scopus 로고    scopus 로고
    • Production of high yields of docosahexaenoic acid by Schizochytrium sp. strain SR21
    • Yaguchi, T., Tanaka, S., Yocochi, T., Nakahara, T., Higashihara, T., 1997. Production of high yields of docosahexaenoic acid by Schizochytrium sp. strain SR21. J. Am. Oil Chem. Soc 74, 1431-1434.
    • (1997) J. Am. Oil Chem. Soc , vol.74 , pp. 1431-1434
    • Yaguchi, T.1    Tanaka, S.2    Yocochi, T.3    Nakahara, T.4    Higashihara, T.5
  • 31
    • 0031974060 scopus 로고    scopus 로고
    • Optimization of docosahexaenoic acid production by Schizochytrium limacinum SR21
    • Yokochi, T., Honda, D., Higasshihara, T., Nakahara, T., 1998. Optimization of docosahexaenoic acid production by Schizochytrium limacinum SR21. Appl. Microbiol. Biotechnol. 49, 72-77.
    • (1998) Appl. Microbiol. Biotechnol. , vol.49 , pp. 72-77
    • Yokochi, T.1    Honda, D.2    Higasshihara, T.3    Nakahara, T.4
  • 32
    • 34547591822 scopus 로고    scopus 로고
    • Taxonomic rearrangement of the genus Schizochytrium sensu latu based on morphology, chemotaxonomic characteristics, and 18S rRNA gene phylogeny (Thraustochytriaceae Labyrinthulomycetes): emendation for Schizochytrium and erection of Aurantiochytrium and Oblongichytrium gen
    • Yokoyama, R., Honda, D., 2007. Taxonomic rearrangement of the genus Schizochytrium sensu latu based on morphology, chemotaxonomic characteristics, and 18S rRNA gene phylogeny (Thraustochytriaceae, Labyrinthulomycetes): emendation for Schizochytrium and erection of Aurantiochytrium and Oblongichytrium gen. Mycoscience 48, 199-211.
    • (2007) Mycoscience , vol.48 , pp. 199-211
    • Yokoyama, R.1    Honda, D.2


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