Enhanced production of human Cytochrome P450 2C9 by Escherichia coli BL21(DE3)pLysS through the novel use of grey relational analysis and Plackett-Burman design
Cytochrome P450 (CYP, P450) 2C9 is one of three human microsomal CYPs in subfamily 2C that contribute extensively to the hepatic metabolism of therapeutic drugs. The enhancement of recombinant CYP2C9 expression of a transformed E. coli strain is essential for the development of an efficient large-sc...
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Published in | World journal of microbiology & biotechnology Vol. 23; no. 1; pp. 71 - 78 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Dordrecht
Dordrecht : Springer Netherlands
01.01.2007
Springer Springer Nature B.V |
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Abstract | Cytochrome P450 (CYP, P450) 2C9 is one of three human microsomal CYPs in subfamily 2C that contribute extensively to the hepatic metabolism of therapeutic drugs. The enhancement of recombinant CYP2C9 expression of a transformed E. coli strain is essential for the development of an efficient large-scale bioprocess. The recombinant CYP2C9 production is influenced by various factors, especially the medium components. The aim of this study is to optimize the culture medium of the recombinant E. coli, to determine the influence order of 11 factors, and to improve the yield of heterologously expressed CYP2C9. Plackett-Burman (PB) design, a statistical methodology, was used to screen 11 nutrients and medium components for the production of human CYP2C9 from E. coli BL21(DE3)pLysS harboring plasmid pCW2C9dH in aerobic shaking flask cultures. The experimental data were subject to statistical analysis for calculating the regression coefficients. The matrix of PB design was also used to construct the series that is needed for grey relational analysis (GRA), an approach totally different from traditional statistical analysis used to calculate the relational grade between two sequence data, to determine the influence priority of 11 parameters. Influence priority: glycerol > δ-ALA > IPTG = ampicillin > chloramphenicol = inoculum density > peptone > thiamine > trace elements > NH₄Cl > MgSO₄. The coefficient for the individual factor estimated from PB design agrees the conclusion of GRA. This is the first report that combined two powerful analysis methods for the enhanced production of recombinant protein. |
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AbstractList | Cytochrome P450 (CYP, P450) 2C9 is one of three human microsomal CYPs in subfamily 2C that contribute extensively to the hepatic metabolism of therapeutic drugs. The enhancement of recombinant CYP2C9 expression of a transformed E. coli strain is essential for the development of an efficient large-scale bioprocess. The recombinant CYP2C9 production is influenced by various factors, especially the medium components. The aim of this study is to optimize the culture medium of the recombinant E. coli, to determine the influence order of 11 factors, and to improve the yield of heterologously expressed CYP2C9. Plackett-Burman (PB) design, a statistical methodology, was used to screen 11 nutrients and medium components for the production of human CYP2C9 from E. coli BL21(DE3)pLysS harboring plasmid pCW2C9dH in aerobic shaking flask cultures. The experimental data were subject to statistical analysis for calculating the regression coefficients. The matrix of PB design was also used to construct the series that is needed for grey relational analysis (GRA), an approach totally different from traditional statistical analysis used to calculate the relational grade between two sequence data, to determine the influence priority of 11 parameters. Influence priority: glycerol > delta -ALA > IPTG = ampicillin > chloramphenicol = inoculum density > peptone > thiamine > trace elements > NH sub(4)Cl > MgSO sub(4). The coefficient for the individual factor estimated from PB design agrees the conclusion of GRA. This is the first report that combined two powerful analysis methods for the enhanced production of recombinant protein. Cytochrome P450 (CYP, P450) 2C9 is one of three human microsomal CYPs in subfamily 2C that contribute extensively to the hepatic metabolism of therapeutic drugs. The enhancement of recombinant CYP2C9 expression of a transformed E. coli strain is essential for the development of an efficient large-scale bioprocess. The recombinant CYP2C9 production is influenced by various factors, especially the medium components. The aim of this study is to optimize the culture medium of the recombinant E. coli, to determine the influence order of 11 factors, and to improve the yield of heterologously expressed CYP2C9. Plackett-Burman (PB) design, a statistical methodology, was used to screen 11 nutrients and medium components for the production of human CYP2C9 from E. coli BL21(DE3)pLysS harboring plasmid pCW2C9dH in aerobic shaking flask cultures. The experimental data were subject to statistical analysis for calculating the regression coefficients. The matrix of PB design was also used to construct the series that is needed for grey relational analysis (GRA), an approach totally different from traditional statistical analysis used to calculate the relational grade between two sequence data, to determine the influence priority of 11 parameters. Influence priority: glycerol > δ-ALA > IPTG = ampicillin > chloramphenicol = inoculum density > peptone > thiamine > trace elements > NH₄Cl > MgSO₄. The coefficient for the individual factor estimated from PB design agrees the conclusion of GRA. This is the first report that combined two powerful analysis methods for the enhanced production of recombinant protein. Cytochrome P450 (CYP, P450) 2C9 is one of three human microsomal CYPs in subfamily 2C that contribute extensively to the hepatic metabolism of therapeutic drugs. The enhancement of recombinant CYP2C9 expression of a transformed E. coli strain is essential for the development of an efficient large-scale bioprocess. The recombinant CYP2C9 production is influenced by various factors, especially the medium components. The aim of this study is to optimize the culture medium of the recombinant E. coli, to determine the influence order of 11 factors, and to improve the yield of heterologously expressed CYP2C9. Plackett-Burman (PB) design, a statistical methodology, was used to screen 11 nutrients and medium components for the production of human CYP2C9 from E. coli BL21(DE3)pLysS harboring plasmid pCW2C9dH in aerobic shaking flask cultures. The experimental data were subject to statistical analysis for calculating the regression coefficients. The matrix of PB design was also used to construct the series that is needed for grey relational analysis (GRA), an approach totally different from traditional statistical analysis used to calculate the relational grade between two sequence data, to determine the influence priority of 11 parameters. Influence priority: glycerol > δ-ALA > IPTG = ampicillin > chloramphenicol = inoculum density > peptone > thiamine > trace elements > NH^sub 4^Cl > MgSO^sub 4^. The coefficient for the individual factor estimated from PB design agrees the conclusion of GRA. This is the first report that combined two powerful analysis methods for the enhanced production of recombinant protein.[PUBLICATION ABSTRACT] |
Author | Zhu, Pan H Yang, Sheng L Yang, Ling Hao, Da C |
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Cites_doi | 10.1016/j.pep.2003.08.009 10.1111/j.1745-4549.2005.00025.x 10.1016/j.steroids.2004.01.002 10.1093/mutage/gei012 10.1016/S0021-9258(20)82244-3 10.1016/j.pep.2005.01.016 10.1128/MCB.25.14.5823-5833.2005 10.1074/jbc.M502309200 10.3748/wjg.v11.i22.3457 10.1016/j.abb.2004.05.012 10.1007/s00449-003-0340-2 10.1081/DMR-120033996 10.1006/abbi.2001.2516 10.1016/S0300-483X(99)00209-7 10.1124/jpet.105.088211 10.1074/jbc.M405427200 10.1002/bit.10867 |
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Keywords | Human Grey relational analysis Plackett-Burman design Cytochrome P450 Escherichia coli Production Bacteria Cytochrome P450 2C9 Gene expression Optimization Enterobacteriaceae Heterologous expression |
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SubjectTerms | ammonium chloride ampicillin Biological and medical sciences bioprocessing Biotechnology chloramphenicol containers Content analysis culture media Cytochrome cytochrome P-450 Cytochrome P450 2C9 Design drugs E coli Escherichia coli Fundamental and applied biological sciences. Psychology glycerol Grey relational analysis Heterologous expression humans inoculum density magnesium sulfate metabolism nutrients optimization Peptones Plackett-Burman design plasmids recombinant proteins Statistical analysis Statistical methods Studies thiamin Trace elements |
Title | Enhanced production of human Cytochrome P450 2C9 by Escherichia coli BL21(DE3)pLysS through the novel use of grey relational analysis and Plackett-Burman design |
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