Design of experiments and design space approaches in the pharmaceutical bioprocess optimization

被引:45
作者
Kasemiire, Alice [1 ]
Avohou, Hermane T. [1 ]
De Bleye, Charlotte [1 ]
Sacre, Pierre-Yves [1 ]
Dumont, Elodie [1 ]
Hubert, Philippe [1 ]
Ziemons, Eric [1 ]
机构
[1] Univ Liege ULiege, CIRM, Dept Pharm Pharmaceut Analyt Chem, ViBra Sante Hub, Ave Hippocrate 15, B-4000 Liege, Belgium
关键词
Design of experiments; Quality by design; Design space; Critical process parameters; Critical quality attributes; RESPONSE-SURFACE METHODOLOGY; SOLID-STATE FERMENTATION; EMBRYONIC STEM-CELLS; CULTURE-MEDIUM; DIFFERENTIATION; ENHANCEMENT; EXTRACTION; PARAMETERS; QUALITY; PIGMENT;
D O I
10.1016/j.ejpb.2021.06.004
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
The optimization of pharmaceutical bioprocesses suffers from several challenges like complexity, upscaling costs, regulatory approval, leading to the risk of delivering substandard drugs to patients. Bioprocess is very complex and requires the evaluation of multiple components that need to be monitored and controlled in order to attain the desired state when the process ends. Statistical design of experiments (DoE) is a powerful tool for optimizing bioprocesses because it plays a critical role in the quality by design strategy as it is useful in exploring the experimental domain and providing statistics of interest that enable scientists to understand the impact of critical process parameters on the critical quality attributes. This review summarizes selected publications in which DoE methodology was used to optimize bioprocess. The main objective of the critical review was to clearly demonstrate potential benefits of using the DoE and design space methodologies in bioprocess optimization.
引用
收藏
页码:144 / 154
页数:11
相关论文
共 67 条
[1]   Enhancement of tannase production by Lactobacillus plantarum CIR1: validation in gas-lift bioreactor [J].
Aguilar-Zarate, Pedro ;
Cruz-Hernandez, Mario A. ;
Montanez, Julio C. ;
Belmares-Cerda, Ruth E. ;
Aguilar, Cristobal N. .
BIOPROCESS AND BIOSYSTEMS ENGINEERING, 2014, 37 (11) :2305-2316
[2]   IMPROVED CELLULASE PRODUCTION BY Botryosphaeria rhodina FROM OPEFB AT LOW LEVEL MOISTURE CONDITION THROUGH STATISTICAL OPTIMIZATION [J].
Bahrin, E. K. ;
Ibrahim, M. F. ;
Abd Razak, M. N. ;
Abd-Aziz, S. ;
Shah, U. K. Md ;
Alitheen, N. ;
Salleh, M. Md .
PREPARATIVE BIOCHEMISTRY & BIOTECHNOLOGY, 2012, 42 (02) :155-170
[3]   Optimization of cultivation conditions for monoclonal IgM antibody production by M1A2 hybridoma using artificial neural network [J].
Bashokouh, Fatemeh ;
Abbasiliasi, Sahar ;
Tan, Joo Shun .
CYTOTECHNOLOGY, 2019, 71 (04) :849-860
[4]   Development and optimization of a new culture media using extruded bean as nitrogen source [J].
Batista, Karla A. ;
Fernandes, Katia F. .
METHODSX, 2015, 2 :154-158
[5]   A Design of Experiments (DoE) Approach Accelerates the Optimization of Copper-Mediated 18F-Fluorination Reactions of Arylstannanes [J].
Bowden, Gregory D. ;
Pichler, Bernd J. ;
Maurer, Andreas .
SCIENTIFIC REPORTS, 2019, 9 (1)
[6]  
Chauhan Mamta, 2013, Enzyme Res, V2013, P353954, DOI 10.1155/2013/353954
[7]   Medium optimization for the production of cyclic adenosine 3′,5′-monophosphate by Microbacterium sp no. 205 using response surface methodology [J].
Chen, Xiao-Chun ;
Bai, Jian-Xin ;
Cao, Jia-Ming ;
Li, Zhen-Jiang ;
Xiong, Jian ;
Zhang, Lei ;
Hong, Yuan ;
Ying, Han-Jie .
BIORESOURCE TECHNOLOGY, 2009, 100 (02) :919-924
[8]   Optimization of laccase production from Marasmiellus palmivorus LA1 by Taguchi method of Design of experiments [J].
Chenthamarakshan, Aiswarya ;
Parambayil, Nayana ;
Miziriya, Nafeesathul ;
Soumya, P. S. ;
Lakshmi, M. S. Kiran ;
Ramgopal, Anala ;
Dileep, Anuja ;
Nambisan, Padma .
BMC BIOTECHNOLOGY, 2017, 17
[9]   Laccase production from sucrose by recombinant Yarrowia lipolytica and its application to decolorization of environmental pollutant dyes [J].
Darvishi, Farshad ;
Moradi, Marzieh ;
Jolivalt, Claude ;
Madzak, Catherine .
ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2018, 165 :278-283
[10]   A Reliable and Efficient Protocol for Human Pluripotent Stem Cell Differentiation into the Definitive Endoderm Based on Dispersed Single Cells [J].
Diekmann, Ulf ;
Lenzen, Sigurd ;
Naujok, Ortwin .
STEM CELLS AND DEVELOPMENT, 2015, 24 (02) :190-204