multivariate analysis;
quality by design;
process characterization;
scale down model;
bioreactor scaling;
MONOCLONAL-ANTIBODY PRODUCTION;
ELEVATED PCO(2);
DESIGN SPACE;
QUALITY;
FERMENTATION;
OSMOLALITY;
METABOLISM;
PROTEIN;
D O I:
10.1002/btpr.1819
中图分类号:
Q81 [生物工程学(生物技术)];
Q93 [微生物学];
学科分类号:
071005 ;
0836 ;
090102 ;
100705 ;
摘要:
In characterizing a cell culture process to support regulatory activities such as process validation and Quality by Design, developing a representative scale down model for design space definition is of great importance. The manufacturing bioreactor should ideally reproduce bench scale performance with respect to all measurable parameters. However, due to intrinsic geometric differences between scales, process performance at manufacturing scale often varies from bench scale performance, typically exhibiting differences in parameters such as cell growth, protein productivity, and/or dissolved carbon dioxide concentration. Here, we describe a case study in which a bench scale cell culture process model is developed to mimic historical manufacturing scale performance for a late stage CHO-based monoclonal antibody program. Using multivariate analysis (MVA) as primary data analysis tool in addition to traditional univariate analysis techniques to identify gaps between scales, process adjustments were implemented at bench scale resulting in an improved scale down cell culture process model. Finally we propose an approach for small scale model qualification including three main aspects: MVA, comparison of key physiological rates, and comparison of product quality attributes. (c) 2013 American Institute of Chemical Engineers Biotechnol. Prog., 30:152-160, 2014
机构:
Merck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USAMerck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USA
Huang, Renjing
Wang, Kai
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机构:
Merck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USAMerck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USA
Wang, Kai
Flamm, Matthew H.
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机构:
Merck & Co Inc, Appl Math & Modeling, West Point, PA 19486 USAMerck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USA
Flamm, Matthew H.
Vazquez, Jorge
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h-index: 0
机构:
Merck & Co Inc, Ctr Math Sci, West Point, PA 19486 USAMerck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USA
Vazquez, Jorge
Gercke, Chris
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机构:
Merck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USAMerck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USA
Gercke, Chris
Ton, Christopher
论文数: 0引用数: 0
h-index: 0
机构:
Merck & Co Inc, Vaccine Proc Dev, West Point, PA 19486 USAMerck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USA
Ton, Christopher
Whitmer, Travis
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机构:
Merck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USAMerck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USA
Whitmer, Travis
Mathis, Pamela K.
论文数: 0引用数: 0
h-index: 0
机构:
Merck & Co Inc, Global Qual Large Mol Analyt Sci, West Point, PA 19486 USAMerck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USA
Mathis, Pamela K.
Ploeger, Kristin J. M.
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机构:
Merck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USAMerck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USA
Ploeger, Kristin J. M.
Rameez, Shahid
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机构:
Merck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USAMerck & Co Inc, Bioproc Drug Subst Commercializat, West Point, PA 19486 USA
机构:
Glycotope GmbH, Res & Dev, Robert Roessle Str 10,Bldg D 85, D-13125 Berlin, GermanyGlycotope GmbH, Res & Dev, Robert Roessle Str 10,Bldg D 85, D-13125 Berlin, Germany
Kreye, Steffen
Stahn, Rainer
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机构:
Glycotope GmbH, Res & Dev, Robert Roessle Str 10,Bldg D 85, D-13125 Berlin, GermanyGlycotope GmbH, Res & Dev, Robert Roessle Str 10,Bldg D 85, D-13125 Berlin, Germany
Stahn, Rainer
Nawrath, Karina
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h-index: 0
机构:
Glycotope GmbH, Res & Dev, Robert Roessle Str 10,Bldg D 85, D-13125 Berlin, GermanyGlycotope GmbH, Res & Dev, Robert Roessle Str 10,Bldg D 85, D-13125 Berlin, Germany
Nawrath, Karina
Goralczyk, Vicky
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h-index: 0
机构:
Glycotope GmbH, Res & Dev, Robert Roessle Str 10,Bldg D 85, D-13125 Berlin, GermanyGlycotope GmbH, Res & Dev, Robert Roessle Str 10,Bldg D 85, D-13125 Berlin, Germany
Goralczyk, Vicky
Zoro, Barney
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h-index: 0
机构:
Sartorius Stedim Biotech, Royston, EnglandGlycotope GmbH, Res & Dev, Robert Roessle Str 10,Bldg D 85, D-13125 Berlin, Germany
Zoro, Barney
Goletz, Steffen
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h-index: 0
机构:
Tech Univ Denmark, Dept Biotechnol & Biomed, Lyngby, DenmarkGlycotope GmbH, Res & Dev, Robert Roessle Str 10,Bldg D 85, D-13125 Berlin, Germany