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Volumn 15, Issue 1, 2013, Pages 25-33

Dynamic modeling of aerobic growth of Shewanella oneidensis. Predicting triauxic growth, flux distributions, and energy requirement for growth

Author keywords

13C MFA; ATP requirement for growth; Dynamic metabolic model; Lumped hybrid cybernetic model (L HCM); Shewanella oneidensis

Indexed keywords

13C-MFA; AEROBIC GROWTH; BATCH CULTURE; CYBERNETIC MODELS; ENERGY REQUIREMENTS; EXTRACELLULAR METABOLITES; FLUX ANALYSIS; FLUX DISTRIBUTIONS; GROWTH PATTERNS; LIMITED DATA; METABOLIC MODELS; METABOLIC SHIFT; MODEL-BASED ANALYSIS; NETWORK-BASED; PREDICTIVE ACCURACY; PYRUVATES; SHEWANELLA ONEIDENSIS; SHEWANELLA ONEIDENSIS MR-1;

EID: 84870715541     PISSN: 10967176     EISSN: 10967184     Source Type: Journal    
DOI: 10.1016/j.ymben.2012.08.004     Document Type: Article
Times cited : (27)

References (36)
  • 1
    • 0031933027 scopus 로고    scopus 로고
    • Mathematical modeling and analysis in biochemical engineering: past accomplishments and future opportunities
    • Bailey J.E. Mathematical modeling and analysis in biochemical engineering: past accomplishments and future opportunities. Biotechnol. Progr. 1998, 14:8-20.
    • (1998) Biotechnol. Progr. , vol.14 , pp. 8-20
    • Bailey, J.E.1
  • 2
    • 0028011211 scopus 로고
    • Optimal experimental-design for parameter-estimation in unstructured growth-models
    • Baltes M., Schneider R., Sturm C., Reuss M. Optimal experimental-design for parameter-estimation in unstructured growth-models. Biotechnol. Progr. 1994, 10:480-488.
    • (1994) Biotechnol. Progr. , vol.10 , pp. 480-488
    • Baltes, M.1    Schneider, R.2    Sturm, C.3    Reuss, M.4
  • 5
    • 23244444598 scopus 로고    scopus 로고
    • Logistic equations effectively model mammalian cell batch and fed-batch kinetics by logically constraining the fit
    • Goudar C.T., Joeris K., Konstantinov K.B., Piret J.M. Logistic equations effectively model mammalian cell batch and fed-batch kinetics by logically constraining the fit. Biotechnol. Progr. 2005, 21:1109-1118.
    • (2005) Biotechnol. Progr. , vol.21 , pp. 1109-1118
    • Goudar, C.T.1    Joeris, K.2    Konstantinov, K.B.3    Piret, J.M.4
  • 6
    • 77950857659 scopus 로고    scopus 로고
    • Prediction of kinetic parameters from DNA-binding site sequences for modeling global transcription dynamics in Escherichia coli
    • Hardiman T., Meinhold H., Hofmann J., Ewald J.C., Siemann-Herzberg M., Reuss M. Prediction of kinetic parameters from DNA-binding site sequences for modeling global transcription dynamics in Escherichia coli. Metab. Eng. 2010, 12:196-211.
    • (2010) Metab. Eng. , vol.12 , pp. 196-211
    • Hardiman, T.1    Meinhold, H.2    Hofmann, J.3    Ewald, J.C.4    Siemann-Herzberg, M.5    Reuss, M.6
  • 7
    • 34848889237 scopus 로고    scopus 로고
    • Ecology and biotechnology of the genus Shewanella
    • Hau H.H., Gralnick J.A. Ecology and biotechnology of the genus Shewanella. Annu. Rev. Microbiol. 2007, 61:237-258.
    • (2007) Annu. Rev. Microbiol. , vol.61 , pp. 237-258
    • Hau, H.H.1    Gralnick, J.A.2
  • 8
    • 0016787183 scopus 로고
    • Effects of varying carbon source limiting growth on yield and maintenance characteristics of Escherichia Coli in continuous culture
    • Hempfling W.P., Mainzer S.E. Effects of varying carbon source limiting growth on yield and maintenance characteristics of Escherichia Coli in continuous culture. J. Bacteriol. 1975, 123:1076-1087.
    • (1975) J. Bacteriol. , vol.123 , pp. 1076-1087
    • Hempfling, W.P.1    Mainzer, S.E.2
  • 9
    • 0032875981 scopus 로고    scopus 로고
    • Cybernetic model of the growth dynamics of Saccharomyces cerevisiae in batch and continuous cultures
    • Jones K.D., Kompala D.S. Cybernetic model of the growth dynamics of Saccharomyces cerevisiae in batch and continuous cultures. J. Biotechnol. 1999, 71:105-131.
    • (1999) J. Biotechnol. , vol.71 , pp. 105-131
    • Jones, K.D.1    Kompala, D.S.2
  • 10
    • 84867404251 scopus 로고    scopus 로고
    • Exacting predictions by cybernetic model confirmed experimentally: steady state multiplicity in the chemostat
    • Kim J.I., Song H.S., Sunkara S.R., Lali A., Ramkrishna D. Exacting predictions by cybernetic model confirmed experimentally: steady state multiplicity in the chemostat. Biotechnol. Prog. 2012, 28:1160-1166.
    • (2012) Biotechnol. Prog. , vol.28 , pp. 1160-1166
    • Kim, J.I.1    Song, H.S.2    Sunkara, S.R.3    Lali, A.4    Ramkrishna, D.5
  • 11
    • 56249109734 scopus 로고    scopus 로고
    • A hybrid model of anaerobic E. coli GJT001: combination of elementary flux modes and cybernetic variables
    • Kim J.I., Varner J.D., Ramkrishna D. A hybrid model of anaerobic E. coli GJT001: combination of elementary flux modes and cybernetic variables. Biotechnol. Progr. 2008, 24:993-1006.
    • (2008) Biotechnol. Progr. , vol.24 , pp. 993-1006
    • Kim, J.I.1    Varner, J.D.2    Ramkrishna, D.3
  • 12
    • 0022755363 scopus 로고
    • Investigation of bacterial-growth on mixed substrates-experimental evaluation of cybernetic models
    • Kompala D.S., Ramkrishna D., Jansen N.B., Tsao G.T. Investigation of bacterial-growth on mixed substrates-experimental evaluation of cybernetic models. Biotechnol. Bioeng. 1986, 28:1044-1055.
    • (1986) Biotechnol. Bioeng. , vol.28 , pp. 1044-1055
    • Kompala, D.S.1    Ramkrishna, D.2    Jansen, N.B.3    Tsao, G.T.4
  • 13
    • 35748942255 scopus 로고    scopus 로고
    • Metal reduction kinetics in Shewanella
    • Lall R., Mitchell J. Metal reduction kinetics in Shewanella. Bioinformatics 2007, 23:2754-2759.
    • (2007) Bioinformatics , vol.23 , pp. 2754-2759
    • Lall, R.1    Mitchell, J.2
  • 15
  • 17
    • 0030571215 scopus 로고    scopus 로고
    • Cybernetic modeling of growth in mixed, substitutable substrate environments: preferential and simultaneous utilization
    • Ramakrishna R., Ramkrishna D., Konopka A.E. Cybernetic modeling of growth in mixed, substitutable substrate environments: preferential and simultaneous utilization. Biotechnol. Bioeng. 1996, 52:141-151.
    • (1996) Biotechnol. Bioeng. , vol.52 , pp. 141-151
    • Ramakrishna, R.1    Ramkrishna, D.2    Konopka, A.E.3
  • 18
    • 84858155067 scopus 로고    scopus 로고
    • Dynamic models of metabolism: review of the cybernetic approach
    • Ramkrishna D., Song H.S. Dynamic models of metabolism: review of the cybernetic approach. AlChE J. 2012, 58:986-997.
    • (2012) AlChE J. , vol.58 , pp. 986-997
    • Ramkrishna, D.1    Song, H.S.2
  • 19
    • 0031866036 scopus 로고    scopus 로고
    • A glycyl radical solution: oxygen-dependent interconversion of pyruvate formate-lyase
    • Sawers G., Watson G. A glycyl radical solution: oxygen-dependent interconversion of pyruvate formate-lyase. Mol. Microbiol. 1998, 29:945-954.
    • (1998) Mol. Microbiol. , vol.29 , pp. 945-954
    • Sawers, G.1    Watson, G.2
  • 20
    • 0033080396 scopus 로고    scopus 로고
    • Detection of elementary flux modes in biochemical networks: a promising tool for pathway analysis and metabolic engineering
    • Schuster S., Dandekar T., Fell D.A. Detection of elementary flux modes in biochemical networks: a promising tool for pathway analysis and metabolic engineering. Trends Biotechnol. 1999, 17:53-60.
    • (1999) Trends Biotechnol. , vol.17 , pp. 53-60
    • Schuster, S.1    Dandekar, T.2    Fell, D.A.3
  • 21
    • 0000029295 scopus 로고
    • On elementary flux modes in biochemical reaction systems at steady state
    • Schuster S., Hilgetag C. On elementary flux modes in biochemical reaction systems at steady state. J. Biol. Syst. 1994, 2:165-182.
    • (1994) J. Biol. Syst. , vol.2 , pp. 165-182
    • Schuster, S.1    Hilgetag, C.2
  • 22
    • 33745447768 scopus 로고    scopus 로고
    • Genomic analysis of carbon source metabolism of Shewanella oneidensis MR-1: predictions versus experiments
    • Serres M.H., Riley M. Genomic analysis of carbon source metabolism of Shewanella oneidensis MR-1: predictions versus experiments. J. Bacteriol. 2006, 188:4601-4609.
    • (2006) J. Bacteriol. , vol.188 , pp. 4601-4609
    • Serres, M.H.1    Riley, M.2
  • 24
    • 67650838724 scopus 로고    scopus 로고
    • Systematic development of hybrid cybernetic models: application to recombinant yeast co-consuming glucose and xylose
    • Song H.S., Morgan J.A., Ramkrishna D. Systematic development of hybrid cybernetic models: application to recombinant yeast co-consuming glucose and xylose. Biotechnol. Bioeng. 2009, 103:984-1002.
    • (2009) Biotechnol. Bioeng. , vol.103 , pp. 984-1002
    • Song, H.S.1    Morgan, J.A.2    Ramkrishna, D.3
  • 25
    • 58249087792 scopus 로고    scopus 로고
    • Reduction of a set of elementary modes using yield analysis
    • Song H.S., Ramkrishna D. Reduction of a set of elementary modes using yield analysis. Biotechnol. Bioeng. 2009, 102:554-568.
    • (2009) Biotechnol. Bioeng. , vol.102 , pp. 554-568
    • Song, H.S.1    Ramkrishna, D.2
  • 26
    • 77953080992 scopus 로고    scopus 로고
    • Prediction of metabolic function from limited data: lumped hybrid cybernetic modeling (L-HCM)
    • Song H.S., Ramkrishna D. Prediction of metabolic function from limited data: lumped hybrid cybernetic modeling (L-HCM). Biotechnol. Bioeng. 2010, 106:271-284.
    • (2010) Biotechnol. Bioeng. , vol.106 , pp. 271-284
    • Song, H.S.1    Ramkrishna, D.2
  • 27
    • 78649399059 scopus 로고    scopus 로고
    • Cybernetic models based on lumped elementary modes accurately predict strain-specific metabolic function
    • Song H.S., Ramkrishna D. Cybernetic models based on lumped elementary modes accurately predict strain-specific metabolic function. Biotechnol. Bioeng. 2011, 108:127-140.
    • (2011) Biotechnol. Bioeng. , vol.108 , pp. 127-140
    • Song, H.S.1    Ramkrishna, D.2
  • 28
    • 84857995962 scopus 로고    scopus 로고
    • Prediction of dynamic behavior of mutant strains from limited wild-type data
    • Song H.S., Ramkrishna D. Prediction of dynamic behavior of mutant strains from limited wild-type data. Metab. Eng. 2012, 14:69-80.
    • (2012) Metab. Eng. , vol.14 , pp. 69-80
    • Song, H.S.1    Ramkrishna, D.2
  • 29
    • 0037079050 scopus 로고    scopus 로고
    • Metabolic network structure determines key aspects of functionality and regulation
    • Stelling J., Klamt S., Bettenbrock K., Schuster S., Gilles E.D. Metabolic network structure determines key aspects of functionality and regulation. Nature 2002, 420:190-193.
    • (2002) Nature , vol.420 , pp. 190-193
    • Stelling, J.1    Klamt, S.2    Bettenbrock, K.3    Schuster, S.4    Gilles, E.D.5
  • 31
    • 33846031603 scopus 로고    scopus 로고
    • A kinetic model describing Shewanella oneidensis MR-1 growth, substrate consumption, and product secretion
    • Tang Y.J.J., Meadows A.L., Keasling J.D. A kinetic model describing Shewanella oneidensis MR-1 growth, substrate consumption, and product secretion. Biotechnol. Bioeng. 2007, 96:125-133.
    • (2007) Biotechnol. Bioeng. , vol.96 , pp. 125-133
    • Tang, Y.J.J.1    Meadows, A.L.2    Keasling, J.D.3
  • 32
    • 70350158322 scopus 로고    scopus 로고
    • Invariability of central metabolic flux distribution in Shewanella oneidensis MR-1 under environmental or genetic perturbations
    • Tang Y.J., Martin H.G., Deutschbauer A., Feng X.Y., Huang R., Llora X., Arkin A., Keasling J.D. Invariability of central metabolic flux distribution in Shewanella oneidensis MR-1 under environmental or genetic perturbations. Biotechnol. Progr. 2009, 25:1254-1259.
    • (2009) Biotechnol. Progr. , vol.25 , pp. 1254-1259
    • Tang, Y.J.1    Martin, H.G.2    Deutschbauer, A.3    Feng, X.Y.4    Huang, R.5    Llora, X.6    Arkin, A.7    Keasling, J.D.8
  • 33
    • 0042431786 scopus 로고    scopus 로고
    • Modeling chromate reduction in Shewanella oneidensis MR-1: development of a novel dual-enzyme kinetic model
    • Viamajala S., Peyton B.M., Petersen J.N. Modeling chromate reduction in Shewanella oneidensis MR-1: development of a novel dual-enzyme kinetic model. Biotechnol. Bioeng. 2003, 83:790-797.
    • (2003) Biotechnol. Bioeng. , vol.83 , pp. 790-797
    • Viamajala, S.1    Peyton, B.M.2    Petersen, J.N.3
  • 34
    • 33747856186 scopus 로고    scopus 로고
    • Metatool 5.0: fast and flexible elementary modes analysis
    • von Kamp A., Schuster S. Metatool 5.0: fast and flexible elementary modes analysis. Bioinformatics 2006, 22:1930-1931.
    • (2006) Bioinformatics , vol.22 , pp. 1930-1931
    • von Kamp, A.1    Schuster, S.2
  • 35
    • 84862800120 scopus 로고    scopus 로고
    • A molecular transporter engineering approach to improving xylose catabolism in Saccharomyces cerevisiae
    • Young E.M., Comer A.D., Huang H., Alper H.S. A molecular transporter engineering approach to improving xylose catabolism in Saccharomyces cerevisiae. Metab. Eng. 2012, 14:401-411.
    • (2012) Metab. Eng. , vol.14 , pp. 401-411
    • Young, E.M.1    Comer, A.D.2    Huang, H.3    Alper, H.S.4
  • 36
    • 33847136816 scopus 로고    scopus 로고
    • On the matching and proportional laws of cybernetic models
    • Young J.D., Ramkrishna D. On the matching and proportional laws of cybernetic models. Biotechnol. Progr. 2007, 23:83-99.
    • (2007) Biotechnol. Progr. , vol.23 , pp. 83-99
    • Young, J.D.1    Ramkrishna, D.2


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