메뉴 건너뛰기




Volumn 62, Issue 1, 1998, Pages 1-10

Analysis of differentiation state in Streptomyces albidoflavus SMF301 by the combination of pyrolysis mass spectrometry and neural networks

Author keywords

Artificial neural networks; Differentiation; Pyrolysis mass spectrometry; Streptomyces albidoflavus

Indexed keywords

ALGORITHMS; BACKPROPAGATION; BACTERIA; DIFFERENTIATION (CALCULUS); FUNCTIONS; MASS SPECTROMETRY; MORPHOLOGY; NEURAL NETWORKS; PYROLYSIS; STATISTICAL METHODS;

EID: 0344110212     PISSN: 01681656     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0168-1656(98)00034-0     Document Type: Article
Times cited : (12)

References (31)
  • 1
    • 0030046650 scopus 로고    scopus 로고
    • A rapid approach for the detection of dipicolinic acid in bacterial spores using pyrolysis-mass spectrometry
    • Berverly, M.B., Basile, F., Voorhees, K.J., Hadfield, T.L., 1996. A rapid approach for the detection of dipicolinic acid in bacterial spores using pyrolysis-mass spectrometry. Rapid Commun. Mass Spectrom. 10, 455-458.
    • (1996) Rapid Commun. Mass Spectrom. , vol.10 , pp. 455-458
    • Berverly, M.B.1    Basile, F.2    Voorhees, K.J.3    Hadfield, T.L.4
  • 2
    • 0001044176 scopus 로고
    • Neural networks and their applications
    • Bishop, C.M., 1994. Neural networks and their applications. Rev. Sci. Instrum. 65, 1803-1831.
    • (1994) Rev. Sci. Instrum. , vol.65 , pp. 1803-1831
    • Bishop, C.M.1
  • 3
    • 0026899279 scopus 로고
    • Event dependent control of noise enhances learning in neural networks
    • Burton, R.M., Mpitsos, G.J., 1992. Event dependent control of noise enhances learning in neural networks. Neural Networks 5, 627-637.
    • (1992) Neural Networks , vol.5 , pp. 627-637
    • Burton, R.M.1    Mpitsos, G.J.2
  • 4
    • 0023972381 scopus 로고
    • New loci required for Streptomyces coelicolor morphological and physiological differentiation
    • Champness, W.C., 1988. New loci required for Streptomyces coelicolor morphological and physiological differentiation. J. Bacteriol. 170, 1168-1174.
    • (1988) J. Bacteriol. , vol.170 , pp. 1168-1174
    • Champness, W.C.1
  • 5
    • 0002829751 scopus 로고
    • Morphological and physiological differentiation in Streptomyces
    • Losick, R., Shapiro, L. (Eds.). Cold Spring Habor Laboratory Press, New York
    • Chater, K.F., 1984. Morphological and physiological differentiation in Streptomyces. In: Losick, R., Shapiro, L. (Eds.), Microbial Development. Cold Spring Habor Laboratory Press, New York, pp. 89-115.
    • (1984) Microbial Development , pp. 89-115
    • Chater, K.F.1
  • 6
    • 0001510268 scopus 로고
    • Sporulation in Streptomyces
    • Smith, I., Slepecky, R.A., Setlow, P. (Eds.). American Society for Microbiology, Washington DC
    • Chater, K.F., 1989. Sporulation in Streptomyces. In: Smith, I., Slepecky, R.A., Setlow, P. (Eds.), Regulation of Prokaryotic Development. American Society for Microbiology, Washington DC, pp. 277-299.
    • (1989) Regulation of Prokaryotic Development , pp. 277-299
    • Chater, K.F.1
  • 7
    • 0027404549 scopus 로고
    • Artificial neural network analysis pyrolysis-mass spectrometry data in the identification of Streptomyces stains
    • Chun, J., Atalan, E., Ward, A.C., Goodfellow, M., 1993. Artificial neural network analysis pyrolysis-mass spectrometry data in the identification of Streptomyces stains. FEMS Microbiol. Lett. 107, 321-326.
    • (1993) FEMS Microbiol. Lett. , vol.107 , pp. 321-326
    • Chun, J.1    Atalan, E.2    Ward, A.C.3    Goodfellow, M.4
  • 8
    • 0024721944 scopus 로고
    • Sporulation of several species of Streptomyces in submerged culture after nutritional downshift
    • Daza, A., Martin, J.F., Dominuez, A., Gil, J.A., 1989. Sporulation of several species of Streptomyces in submerged culture after nutritional downshift. J. Gen. Microbiol. 135, 2483-2491.
    • (1989) J. Gen. Microbiol. , vol.135 , pp. 2483-2491
    • Daza, A.1    Martin, J.F.2    Dominuez, A.3    Gil, J.A.4
  • 9
    • 0002579765 scopus 로고
    • Catabolic regulation in industrial microbiology
    • Krumphanzi, V., Sikya, B., Vanek, Z. (Eds.). Academic Press, New York
    • Demain, A.L., 1982. Catabolic regulation in industrial microbiology. In: Krumphanzi, V., Sikya, B., Vanek, Z. (Eds.), Overproduction of Microbial Products. Academic Press, New York, pp. 3-20.
    • (1982) Overproduction of Microbial Products , pp. 3-20
    • Demain, A.L.1
  • 10
    • 0027242809 scopus 로고
    • Initializing back propagation networks with prototypes
    • Denoeux, T., Lengelle, R., 1993. Initializing back propagation networks with prototypes. Neural Networks 6, 351-363.
    • (1993) Neural Networks , vol.6 , pp. 351-363
    • Denoeux, T.1    Lengelle, R.2
  • 11
    • 0026748097 scopus 로고
    • Learning coefficient dependent on training set size
    • Eaton, H.A.C., Oliver, T.L., 1992. Learning coefficient dependent on training set size. Neural Networks 5, 283-288.
    • (1992) Neural Networks , vol.5 , pp. 283-288
    • Eaton, H.A.C.1    Oliver, T.L.2
  • 12
    • 0028199844 scopus 로고
    • Rapid identification of species within the Mycobacterium tuberculosis complex by artificial neural network analysis of pyrolysis-mass spectra
    • Freeman, R., Goodacre, R., Sisson, P.R., Magee, J.G., Ward, A.C., Lightfoot, N.F., 1994. Rapid identification of species within the Mycobacterium tuberculosis complex by artificial neural network analysis of pyrolysis-mass spectra. J. Med. Microbiol. 40, 170-173.
    • (1994) J. Med. Microbiol. , vol.40 , pp. 170-173
    • Freeman, R.1    Goodacre, R.2    Sisson, P.R.3    Magee, J.G.4    Ward, A.C.5    Lightfoot, N.F.6
  • 14
    • 0026706096 scopus 로고
    • Neural networks and olive oil
    • Goodacre, R., Kell, D.B., Bianchi, G., 1992. Neural networks and olive oil. Nature 359, 594.
    • (1992) Nature , vol.359 , pp. 594
    • Goodacre, R.1    Kell, D.B.2    Bianchi, G.3
  • 15
    • 0027281106 scopus 로고
    • Rapid and quantitative analysis of bioprocesses using pyrolysis-mass spectrometry and neural networks: Application to indole production
    • Goodacre, R., Kell, D.B., 1993a. Rapid and quantitative analysis of bioprocesses using pyrolysis-mass spectrometry and neural networks: application to indole production. Anal. Chim. Acta 279, 17-26.
    • (1993) Anal. Chim. Acta , vol.279 , pp. 17-26
    • Goodacre, R.1    Kell, D.B.2
  • 16
    • 84988201553 scopus 로고
    • Rapid assessment of the adulteration of virgin olive oils by other seed oils using pyrolysis-mass spectrometry and artificial neural networks
    • Goodacre, R., Kell, D.B., 1993b. Rapid assessment of the adulteration of virgin olive oils by other seed oils using pyrolysis-mass spectrometry and artificial neural networks. J. Sci. Food Agric. 63, 297-307.
    • (1993) J. Sci. Food Agric. , vol.63 , pp. 297-307
    • Goodacre, R.1    Kell, D.B.2
  • 17
    • 0028532762 scopus 로고
    • Rapid screening for metabolite overproduction in fermentor broths using pyrolysis-mass spectrometer with multivariate calibration and artificial neural networks
    • Goodacre, R., Trew, S., Wrigley-Jones, C., Neal, M.J., Maddok, J., Ottley, T.W., Porter, N., Kell, D.B., 1994. Rapid screening for metabolite overproduction in fermentor broths using pyrolysis-mass spectrometer with multivariate calibration and artificial neural networks. Biotechnol. Bioeng. 44, 1205-1216.
    • (1994) Biotechnol. Bioeng. , vol.44 , pp. 1205-1216
    • Goodacre, R.1    Trew, S.2    Wrigley-Jones, C.3    Neal, M.J.4    Maddok, J.5    Ottley, T.W.6    Porter, N.7    Kell, D.B.8
  • 18
    • 0029165985 scopus 로고
    • Rapid and quantitative analysis of metabolites in fermentor broths using pyrolysis-mass spectrometry with supervised learning: Application to the screening of Penicillium chrysogenum fermentations for the overproduction of penicillins
    • Goodacre, R., Trew, S., Wrigley-Jones, C., Saunders, G., Neal, M.J., Porter, N., Kell, D.B., 1995. Rapid and quantitative analysis of metabolites in fermentor broths using pyrolysis-mass spectrometry with supervised learning: application to the screening of Penicillium chrysogenum fermentations for the overproduction of penicillins. Anal. Chim. Acta 313, 25-43.
    • (1995) Anal. Chim. Acta , vol.313 , pp. 25-43
    • Goodacre, R.1    Trew, S.2    Wrigley-Jones, C.3    Saunders, G.4    Neal, M.J.5    Porter, N.6    Kell, D.B.7
  • 19
    • 0029564363 scopus 로고
    • Production dynamics of extracellular proteases accompanying morphological differentiation of Streptomyces albidoflavus SMF301
    • Kang, S.G., Kim, I.S., Rho, Y.T., Lee, K.J., 1995. Production dynamics of extracellular proteases accompanying morphological differentiation of Streptomyces albidoflavus SMF301. Microbiology 141, 3095-3103.
    • (1995) Microbiology , vol.141 , pp. 3095-3103
    • Kang, S.G.1    Kim, I.S.2    Rho, Y.T.3    Lee, K.J.4
  • 20
    • 0020522125 scopus 로고
    • Sporulation of Streptomyces griseus in submerged culture
    • Kendrick, K.E., Ensign, J.C., 1983. Sporulation of Streptomyces griseus in submerged culture. J. Bacteriol. 155, 357-366.
    • (1983) J. Bacteriol. , vol.155 , pp. 357-366
    • Kendrick, K.E.1    Ensign, J.C.2
  • 21
    • 0021724068 scopus 로고
    • Microcycle sporulation of Streptomyces viridochromogenes
    • Koepsel, R., Ensign, J.C., 1984. Microcycle sporulation of Streptomyces viridochromogenes. Arch. Microbiol. 140, 9-14.
    • (1984) Arch. Microbiol. , vol.140 , pp. 9-14
    • Koepsel, R.1    Ensign, J.C.2
  • 22
    • 0027787614 scopus 로고
    • Characteristics of spores formed by solid and submerged cultures of Streptomyces albidoflavus SMF301
    • Lee, K.J., Rho, Y.T., 1993. Characteristics of spores formed by solid and submerged cultures of Streptomyces albidoflavus SMF301. J. Gen. Microbiol. 139, 3131-3137.
    • (1993) J. Gen. Microbiol. , vol.139 , pp. 3131-3137
    • Lee, K.J.1    Rho, Y.T.2
  • 23
    • 0027667984 scopus 로고
    • Evaluation of neural networks based on radial basis functions and their application to the prediction of boiling points from structural parameters
    • Lohninger, H., 1993. Evaluation of neural networks based on radial basis functions and their application to the prediction of boiling points from structural parameters. J. Chem. Inf. Comput. Sci. 33, 736-744.
    • (1993) J. Chem. Inf. Comput. Sci. , vol.33 , pp. 736-744
    • Lohninger, H.1
  • 24
    • 0020249380 scopus 로고
    • Comparative studies on some methods for handling quantitative data generated by analytical pyrolysis
    • MacFie, H.J.H., Gutteridge, C.S., 1982. Comparative studies on some methods for handling quantitative data generated by analytical pyrolysis. J. Anal. Appl. Pyrol. 4, 175-204.
    • (1982) J. Anal. Appl. Pyrol. , vol.4 , pp. 175-204
    • MacFie, H.J.H.1    Gutteridge, C.S.2
  • 25
    • 0028484517 scopus 로고
    • Neural networks contributions in biotechnology
    • Montague, G., Morris, J., 1994. Neural networks contributions in biotechnology. Trends. Biotechnol. 12, 312-323.
    • (1994) Trends. Biotechnol. , vol.12 , pp. 312-323
    • Montague, G.1    Morris, J.2
  • 27
    • 0028024082 scopus 로고
    • Kinetic studies on mycelium growth and spore formation in submerged cultures of Streptomyces albidoflavus SMF301
    • Rho, Y.T., Lee, K.J., 1994. Kinetic studies on mycelium growth and spore formation in submerged cultures of Streptomyces albidoflavus SMF301. J. Gen. Microbiol. 140, 2061-2065.
    • (1994) J. Gen. Microbiol. , vol.140 , pp. 2061-2065
    • Rho, Y.T.1    Lee, K.J.2
  • 29
    • 0026017007 scopus 로고
    • Creating artificial neural networks that generalize
    • Sietsma, J., Dow, R.J.F., 1991. Creating artificial neural networks that generalize. Neural Networks 4, 67-79.
    • (1991) Neural Networks , vol.4 , pp. 67-79
    • Sietsma, J.1    Dow, R.J.F.2
  • 30
    • 0024910167 scopus 로고
    • Differentiation of leafy spurge accessions based on chemical constitution using Curie-point-pyrolysis-mass spectrometry pattern recognition
    • Valcarce, R.V., Smith, G.G., Stevenson, J.M., Evans, J.O., 1989. Differentiation of leafy spurge accessions based on chemical constitution using Curie-point-pyrolysis-mass spectrometry pattern recognition. J. Anal. Appl. Pyrol. 17, 5-24.
    • (1989) J. Anal. Appl. Pyrol. , vol.17 , pp. 5-24
    • Valcarce, R.V.1    Smith, G.G.2    Stevenson, J.M.3    Evans, J.O.4
  • 31
    • 0004198870 scopus 로고
    • Identification of complex organic materials by mass spectrometric analysis of their pyrolysis products
    • Zemany, P.D., 1952. Identification of complex organic materials by mass spectrometric analysis of their pyrolysis products. Anal. Chem. 24, 1709-1713.
    • (1952) Anal. Chem. , vol.24 , pp. 1709-1713
    • Zemany, P.D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.