메뉴 건너뛰기




Volumn 6, Issue , 2007, Pages

"Intelligent" descriptions of microbial kinetics in finitely dispersed bioreactors: Neural and cybernetic models for PHB biosynthesis by Ralstonia eutropha

Author keywords

[No Author keywords available]

Indexed keywords

POLY(3 HYDROXYBUTYRIC ACID);

EID: 34548599846     PISSN: None     EISSN: 14752859     Source Type: Journal    
DOI: 10.1186/1475-2859-6-23     Document Type: Article
Times cited : (6)

References (46)
  • 1
    • 0035706619 scopus 로고    scopus 로고
    • Understanding the bioreactor
    • Liden G Understanding the bioreactor Bioproc Biosyst Eng 2001, 24:273-279
    • (2001) Bioproc Biosyst Eng , vol.24 , pp. 273-279
    • Liden, G.1
  • 2
    • 0035852624 scopus 로고    scopus 로고
    • Progress in monitoring, modeling and control of bioprocesses during the last 20 years
    • 10.1016/S0168-1656(00)00361-8 11165361
    • Schugerl K Progress in monitoring, modeling and control of bioprocesses during the last 20 years J Biotechnol 2001, 85:149-173 10.1016/ S0168-1656(00)00361-8 11165361
    • (2001) J Biotechnol , vol.85 , pp. 149-173
    • Schugerl, K.1
  • 3
    • 0015066681 scopus 로고    scopus 로고
    • Simultaneous effect of macromixing and micromixing on growth processes
    • Fan LT Tsai BI Erickson LE Simultaneous effect of macromixing and micromixing on growth processes A I Ch E J 2004, 17:689-696
    • (2004) A I Ch E J , vol.17 , pp. 689-696
    • Fan, L.T.1    Tsai, B.I.2    Erickson, L.E.3
  • 4
    • 0035852883 scopus 로고    scopus 로고
    • Bioreactor performance: A more scientific approach for practice
    • 10.1016/S0168-1656(00)00366-7 11165363
    • Lubbert A Jorgensen SB Bioreactor performance: A more scientific approach for practice J Biotechnol 2001, 85:187-212 10.1016/ S0168-1656(00)00366-7 11165363
    • (2001) J Biotechnol , vol.85 , pp. 187-212
    • Lubbert, A.1    Jorgensen, S.B.2
  • 5
    • 0032600904 scopus 로고    scopus 로고
    • Metabolic engineering from a cybernetic perspective: Aspartate family of amino acids
    • 10.1006/mben.1998.0104
    • Varner JD Ramkrishna D Metabolic engineering from a cybernetic perspective: Aspartate family of amino acids Metabol Eng 1999, 1:88-116 10.1006/mben.1998.0104
    • (1999) Metabol Eng , vol.1 , pp. 88-116
    • Varner, J.D.1    Ramkrishna, D.2
  • 6
    • 0037697568 scopus 로고    scopus 로고
    • Cybernetic modeling of the cephalosporin C fermentation process by Cephalosporium acremonium
    • 10.1023/A:1023080027754 12882154
    • Kim BM Kim SW Yang DR Cybernetic modeling of the cephalosporin C fermentation process by Cephalosporium acremonium Biotechnol Lett 2003, 25:611-616 10.1023/A:1023080027754 12882154
    • (2003) Biotechnol Lett , vol.25 , pp. 611-616
    • Kim, B.M.1    Kim, S.W.2    Yang, D.R.3
  • 7
    • 0037036692 scopus 로고    scopus 로고
    • Optimizing high strength acetic acid bioprocesses by cognitive methods in an unsteady state cultivation
    • 10.1016/S0168-1656(02)00065-2 12067520
    • Arnold S Becker T Delgado A Emde F Enenkel A Optimizing high strength acetic acid bioprocesses by cognitive methods in an unsteady state cultivation J Biotechnol 2002, 97:133-145 10.1016/S0168-1656(02)00065-2 12067520
    • (2002) J Biotechnol , vol.97 , pp. 133-145
    • Arnold, S.1    Becker, T.2    Delgado, A.3    Emde, F.4    Enenkel, A.5
  • 8
    • 34547468739 scopus 로고    scopus 로고
    • Fed-batch optimization of PHB synthesis through mechanistic, cybernetic and neural approaches
    • Patnaik PR Fed-batch optimization of PHB synthesis through mechanistic, cybernetic and neural approaches Bioautomation 2006, 5;23-38
    • (2006) Bioautomation , vol.5 , pp. 23-38
    • Patnaik, P.R.1
  • 9
    • 12444285820 scopus 로고    scopus 로고
    • Intelligent monitoring of bioprocesses: A comparison of structured and unstructured approaches
    • 10.1007/s00449-004-0382-0
    • Hodgson BJ Taylor CN Ushio M Leigh JR Kalganova T Baganz F Intelligent monitoring of bioprocesses: A comparison of structured and unstructured approaches Bioproc Biosyst Eng 2004, 26;353-359 10.1007/s00449-004-0382-0
    • (2004) Bioproc Biosyst Eng , vol.26 , pp. 353-359
    • Hodgson, B.J.1    Taylor, C.N.2    Ushio, M.3    Leigh, J.R.4    Kalganova, T.5    Baganz, F.6
  • 10
    • 12444318615 scopus 로고    scopus 로고
    • Recent developments in the monitoring, modeling and control of biological production systems
    • 10.1007/s00449-004-0383-z
    • Mandenius C-F Recent developments in the monitoring, modeling and control of biological production systems Bioproc Biosyst Eng 2004 26:347-351 10.1007/s00449-004-0383-z
    • (2004) Bioproc Biosyst Eng , vol.26 , pp. 347-351
    • Mandenius, C.-F.1
  • 11
    • 0032953644 scopus 로고    scopus 로고
    • Knowledge-based design and operation of bioprocess systems
    • 10.1016/S1389-1723(99)80029-2 16232465
    • Shioya S Shimizu K Yoshida T Knowledge-based design and operation of bioprocess systems J Biosci Bioeng 1999, 8:261-266 10.1016/ S1389-1723(99)80029-2 16232465
    • (1999) J Biosci Bioeng , vol.87 , pp. 261-266
    • Shioya, S.1    Shimizu, K.2    Yoshida, T.3
  • 12
    • 0034786553 scopus 로고    scopus 로고
    • Microbial metabolism as an evolutionary response: The cybernetic approach to modeling
    • 10.1080/20013891081728
    • Patnaik PR Microbial metabolism as an evolutionary response: The cybernetic approach to modeling Crit Revs Biotechnol 2001, 21:155-175 10.1080/20013891081728
    • (2001) Crit Revs Biotechnol , vol.21 , pp. 155-175
    • Patnaik, P.R.1
  • 13
    • 12444300175 scopus 로고    scopus 로고
    • Hybrid process models for process optimization, monitoring and control
    • 10.1007/s00449-004-0385-x
    • Galvanauskas V Simutis R Lubbert A Hybrid process models for process optimization, monitoring and control Bioproc Biosyst Eng 2004, 26:393-400 10.1007/s00449-004-0385-x
    • (2004) Bioproc Biosyst Eng , vol.26 , pp. 393-400
    • Galvanauskas, V.1    Simutis, R.2    Lubbert, A.3
  • 15
    • 7444226964 scopus 로고    scopus 로고
    • Recent advances in microbial polyhydroxy-alkanoates
    • 10.1016/j.procbio.2004.01.053
    • Khanna S Srivastava AK Recent advances in microbial polyhydroxy-alkanoates Process Biochem 2005, 40:607-619 10.1016/ j.procbio.2004.01.053
    • (2005) Process Biochem , vol.40 , pp. 607-619
    • Khanna, S.1    Srivastava, A.K.2
  • 16
    • 0000576988 scopus 로고    scopus 로고
    • PHB and other polyhydroxyalkanoic acids
    • Biotechnology Weinheim, Germany, VCH Rehm H-J, Reed G 6 Ch 13
    • Steinbuchel A PHB and other polyhydroxyalkanoic acids Biotechnology Weinheim, Germany, VCH Rehm H-J, Reed G 1996 6 Ch 13
    • (1996) Biotechnology , vol.6
    • Steinbuchel, A.1
  • 17
    • 33745424182 scopus 로고    scopus 로고
    • Dispersion optimization to enhance PHB production in fed-batch cultures of Ralstonia eutropha
    • 10.1016/j.biortech.2005.09.027
    • Patnaik PR Dispersion optimization to enhance PHB production in fed-batch cultures of Ralstonia eutropha Bioresource Technol 2006, 97:1994-2001 10.1016/j.biortech.2005.09.027
    • (2006) Bioresource Technol , vol.97 , pp. 1994-2001
    • Patnaik, P.R.1
  • 19
    • 0032993346 scopus 로고    scopus 로고
    • Fermentation optimization for the production of poly-(β-hydroxybutyric acid) microbial thermoplastic
    • 10.1016/S0141-0229(99)00023-X
    • Grothe E Moo-Young M Chisti Y Fermentation optimization for the production of poly-(β-hydroxybutyric acid) microbial thermoplastic Enzyme Microb Technol 1999, 25:132-141 10.1016/S0141-0229(99)00023-X
    • (1999) Enzyme Microb Technol , vol.25 , pp. 132-141
    • Grothe, E.1    Moo-Young, M.2    Chisti, Y.3
  • 20
    • 2942589089 scopus 로고    scopus 로고
    • Model-based fed-batch cultivation of R. eutropha for enhanced biopolymer production
    • 10.1016/j.bej.2004.04.001
    • Patwardhan PR Srivastava AK Model-based fed-batch cultivation of R. eutropha for enhanced biopolymer production Biochem Eng J 2004, 20:21-28 10.1016/j.bej.2004.04.001
    • (2004) Biochem Eng J , vol.20 , pp. 21-28
    • Patwardhan, P.R.1    Srivastava, A.K.2
  • 21
    • 0043195843 scopus 로고    scopus 로고
    • Poly(3-hydroxybutyrate) synthesis in fed-batch culture of Ralstonia eutropha with phosphate limitation under different glucose concentrations
    • 10.1023/A:1025047410699 14514042
    • Shang L Jiang M Chang HN Poly(3-hydroxybutyrate) synthesis in fed-batch culture of Ralstonia eutropha with phosphate limitation under different glucose concentrations Biotechnol Lett 2003, 25:1415-1419 10.1023/ A:1025047410699 14514042
    • (2003) Biotechnol Lett , vol.25 , pp. 1415-1419
    • Shang, L.1    Jiang, M.2    Chang, H.N.3
  • 22
    • 20144362566 scopus 로고    scopus 로고
    • A simple structured mathematical model for biopolymer (PHB) production
    • 10.1021/bp0495769 15932263
    • Khanna S Srivastava AK A simple structured mathematical model for biopolymer (PHB) production Biotechnol Prog 2005, 21:830-838 10.1021/ bp0495769 15932263
    • (2005) Biotechnol Prog , vol.21 , pp. 830-838
    • Khanna, S.1    Srivastava, A.K.2
  • 23
    • 0033814278 scopus 로고    scopus 로고
    • Mobilization of poly(3-hydroxybutyrate) in Ralstonia eutropha
    • 94719 11004196 10.1128/JB.182.20.5916-5918.2000
    • Handrick R Reinhardt S Jendrossek D Mobilization of poly(3-hydroxybutyrate) in Ralstonia eutropha J Bacteriol 2000, 182:5916-5918 94719 11004196 10.1128/JB.182.20.5916-5918.2000
    • (2000) J Bacteriol , vol.182 , pp. 5916-5918
    • Handrick, R.1    Reinhardt, S.2    Jendrossek, D.3
  • 24
    • 0035220212 scopus 로고    scopus 로고
    • Microbial degradation of polyesters
    • Jendrossek D Microbial degradation of polyesters Adv Biochem Eng Biotechnol 2001, 71:193-325
    • (2001) Adv Biochem Eng Biotechnol , vol.71 , pp. 193-325
    • Jendrossek, D.1
  • 25
    • 0342618672 scopus 로고    scopus 로고
    • Application of nonsingular transformation to on-line optimal control of poly-β-hydroxybutyrate fermentation
    • 10.1016/S0168-1656(97)00064-3
    • Lee JH Lim HC Hong J Application of nonsingular transformation to on-line optimal control of poly-β-hydroxybutyrate fermentation J Biotechnol 1997, 55:135-150 10.1016/S0168-1656(97)00064-3
    • (1997) J Biotechnol , vol.55 , pp. 135-150
    • Lee, J.H.1    Lim, H.C.2    Hong, J.3
  • 26
    • 33745520427 scopus 로고    scopus 로고
    • Enhancement of PHB biosynthesis by Ralstonia eutropha in fed-batch cultures by neural filtering and control
    • 10.1205/fbp.05008
    • Patnaik PR Enhancement of PHB biosynthesis by Ralstonia eutropha in fed-batch cultures by neural filtering and control Food Biopod Processing 2006, 84(C2)150-156 10.1205/fbp.05008
    • (2006) Food Biopod Processing , vol.84 , Issue.C2 , pp. 150-156
    • Patnaik, P.R.1
  • 27
    • 0022321813 scopus 로고
    • Kinetics and models for the bioconversion of methane into an intra-cellular polymer, poly-β-hydroxybutyrate (PHB)
    • Asenjo JA Suk JS Kinetics and models for the bioconversion of methane into an intra-cellular polymer, poly-β-hydroxybutyrate (PHB) Biotechnol Bioeng Symp 1985, 15:225-234
    • (1985) Biotechnol Bioeng Symp , vol.15 , pp. 225-234
    • Asenjo, J.A.1    Suk, J.S.2
  • 28
    • 0021892226 scopus 로고
    • A cybernetic view of microbial growth: Modeling of cells as optimal strategists
    • 10.1002/bit.260270102
    • Dhurjati P Ramkrishna D Flickinger MC Taso GT A cybernetic view of microbial growth: Modeling of cells as optimal strategists Biotechnol Bioeng 1985, 27:1-9 10.1002/bit.260270102
    • (1985) Biotechnol Bioeng , vol.27 , pp. 1-9
    • Dhurjati, P.1    Ramkrishna, D.2    Flickinger, M.C.3    Taso, G.T.4
  • 29
    • 0028434199 scopus 로고
    • Cybernetic model for synthesis of poly-β-hydroxybutyric acid in Alcaligenes eutrophus
    • 10.1002/bit.260431107
    • Yoo S Kim W-S Cybernetic model for synthesis of poly-β-hydroxybutyric acid in Alcaligenes eutrophus Biotechnol Bioeng 1994, 43:1043-1051 10.1002/bit.260431107
    • (1994) Biotechnol Bioeng , vol.43 , pp. 1043-1051
    • Yoo, S.1    Kim, W.-S.2
  • 30
    • 84986456078 scopus 로고
    • On the law of effect
    • 1333768 16811440 10.1901/jeab.1970.13-243
    • Herrnstein RJ On the law of effect J Exp Anal Behav 1970, 13:243-266 1333768 16811440 10.1901/jeab.1970.13-243
    • (1970) J Exp Anal Behav , vol.13 , pp. 243-266
    • Herrnstein, R.J.1
  • 31
    • 0141977190 scopus 로고    scopus 로고
    • Cybernetic model predictive control of a continuous bioreactor with cell recycle
    • 10.1021/bp025776d 14524710
    • Gadkar KG Doyle FJ III Crowley TJ Varner JD Cybernetic model predictive control of a continuous bioreactor with cell recycle Biotechnol Prog 2003, 19:1487-1497 10.1021/bp025776d 14524710
    • (2003) Biotechnol Prog , vol.19 , pp. 1487-1497
    • Gadkar, K.G.1    Doyle III, F.J.2    Crowley, T.J.3    Varner, J.D.4
  • 33
    • 0030456785 scopus 로고    scopus 로고
    • Preliminary screening of neural network configurations for bioreactor applications
    • Patnaik PR Preliminary screening of neural network configurations for bioreactor applications Biotechnol Techniques 1996, 10:967-970
    • (1996) Biotechnol Techniques , vol.10 , pp. 967-970
    • Patnaik, P.R.1
  • 34
    • 0035005089 scopus 로고    scopus 로고
    • Influence of micromixing on microorganisms and products
    • 10.1002/1521-3846(200105)21:2<155::AID-ABIO155>3.0.CO;2-Q
    • Berzins A Toma M Rikmanis M Viesturs U Influence of micromixing on microorganisms and products Acta Biotechnol 2001, 21:155-170 10.1002/ 1521-3846(200105)21:2<155::AID-ABIO155>3.0.CO;2-Q
    • (2001) Acta Biotechnol , vol.21 , pp. 155-170
    • Berzins, A.1    Toma, M.2    Rikmanis, M.3    Viesturs, U.4
  • 36
    • 0033951434 scopus 로고    scopus 로고
    • Issues regarding artificial neural network modeling of reactors and fermenters
    • Chen VCP Rollins DK Issues regarding artificial neural network modeling of reactors and fermenters Bioproc Biosyst Eng 2000, 22:85-93
    • (2000) Bioproc Biosyst Eng , vol.22 , pp. 85-93
    • Chen, V.C.P.1    Rollins, D.K.2
  • 37
    • 0032893519 scopus 로고    scopus 로고
    • An evolutionary strategy for fed-batch reactor optimization: Concept and performance
    • 10.1016/S0168-1656(98)00174-6
    • Roubos JA van Straten G van Boxtel AJB An evolutionary strategy for fed-batch reactor optimization: Concept and performance J Biotechnol 1999, 67:173-187 10.1016/S0168-1656(98)00174-6
    • (1999) J Biotechnol , vol.67 , pp. 173-187
    • Roubos, J.A.1    van Straten, G.2    van Boxtel, A.J.B.3
  • 38
    • 1842690638 scopus 로고    scopus 로고
    • Optimal control of bioreactors: A simultaneous approach for complex systems
    • 10.1016/j.cej.2003.09.002
    • Riascos CAM Pinto JM Optimal control of bioreactors: A simultaneous approach for complex systems Chem Eng J 2004, 99:23-34 10.1016/ j.cej.2003.09.002
    • (2004) Chem Eng J , vol.99 , pp. 23-34
    • Riascos, C.A.M.1    Pinto, J.M.2
  • 40
    • 17744370794 scopus 로고    scopus 로고
    • Neural network designs for poly-β-hydroxybutyrate production optimization under simulated industrial conditions
    • 10.1007/s10529-005-1775-0 15834806
    • Patnaik PR Neural network designs for poly-β-hydroxybutyrate production optimization under simulated industrial conditions Biotechnol Lett 2005, 27:409-415 10.1007/s10529-005-1775-0 15834806
    • (2005) Biotechnol Lett , vol.27 , pp. 409-415
    • Patnaik, P.R.1
  • 41
    • 0142027019 scopus 로고    scopus 로고
    • Process design for microbial plastic factories: Metabolic engineering of polyhydroxyalkanoates
    • 10.1016/j.copbio.2003.09.002 14580576
    • Ador IS Keasling JD Process design for microbial plastic factories: metabolic engineering of polyhydroxyalkanoates Curr Opin Biotechnol 2003, 14:475-483 10.1016/j.copbio.2003.09.002 14580576
    • (2003) Curr Opin Biotechnol , vol.14 , pp. 475-483
    • Ador, I.S.1    Keasling, J.D.2
  • 42
    • 0032485354 scopus 로고    scopus 로고
    • Metabolic modeling of polyhydroxybutyrate biosynthesis
    • 10.1002/(SICI)1097-0290(19980305)57:5<557::AID-BIT8>3.0.CO;2-F 10099235
    • Leaf TA Srienc F Metabolic modeling of polyhydroxybutyrate biosynthesis Biotechnol Bioeng 1998, 57:557-570 10.1002/ (SICI)1097-0290(19980305)57:5<557::AID-BIT8>3.0.CO;2-F 10099235
    • (1998) Biotechnol Bioeng , vol.57 , pp. 557-570
    • Leaf, T.A.1    Srienc, F.2
  • 43
    • 0025020367 scopus 로고
    • Cyclic nature of poly(3-hydroxyalkanoate) metabolism in Alcaligenes eutrophus
    • 10.1111/j.1574-6968.1990.tb13856.x
    • Doi Y Segawa A Kawaguchi Y Kunioka M Cyclic nature of poly(3-hydroxyalkanoate) metabolism in Alcaligenes eutrophus FEMS Microbiol Lett 1990, 67:165-170 10.1111/j.1574-6968.1990.tb13856.x
    • (1990) FEMS Microbiol Lett , vol.67 , pp. 165-170
    • Doi, Y.1    Segawa, A.2    Kawaguchi, Y.3    Kunioka, M.4
  • 44
    • 0035052969 scopus 로고    scopus 로고
    • Kinetic analysis on formation of poly(3-hydroxbutyrate) from acetic acid by Ralstonia eutropha under chemically defined conditions
    • 10.1038/sj.jim.7000097 11420650
    • Wang J Yu J Kinetic analysis on formation of poly(3-hydroxbutyrate) from acetic acid by Ralstonia eutropha under chemically defined conditions J Ind Microbiol Biotechnol 2001, 26:121-126 10.1038/sj.jim.7000097 11420650
    • (2001) J Ind Microbiol Biotechnol , vol.26 , pp. 121-126
    • Wang, J.1    Yu, J.2
  • 45
    • 19544379881 scopus 로고    scopus 로고
    • Stochasticity in gene expression: From theories to phenotypes
    • 10.1038/nrg1615
    • Kaern M Elston TC Blake WJ Collins JJ Stochasticity in gene expression: from theories to phenotypes Nature Rev Genet 2005, 6:451-464 10.1038/ nrg1615
    • (2005) Nature Rev Genet , vol.6 , pp. 451-464
    • Kaern, M.1    Elston, T.C.2    Blake, W.J.3    Collins, J.J.4
  • 46
    • 31644435763 scopus 로고    scopus 로고
    • Synthesizing cellular intelligence and artificial intelligence for bioprocesses
    • 10.1016/j.biotechadv.2005.08.002 16171965
    • Patnaik PR Synthesizing cellular intelligence and artificial intelligence for bioprocesses Biotechnol Adv 2006, 24:129-133 10.1016/ j.biotechadv.2005.08.002 16171965
    • (2006) Biotechnol Adv , vol.24 , pp. 129-133
    • Patnaik, P.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.