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Recent Advances in the Monitoring of Protein Crystallization Processes in Downstream Processing
by
Walla, Brigitte
, Montes Figueredo, Sergio
, Bischoff, Daniel
, Corona Viramontes, Iliana
, Weuster-Botz, Dirk
in
attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy
/ Automation
/ Batch processes
/ Chemical industry
/ Crystal growth
/ Crystallization
/ Crystals
/ focused beam reflectance measurement (FBRM)
/ Fourier transforms
/ Image analysis
/ Ion beams
/ Lasers
/ Liquid phases
/ Machine learning
/ machine learning (ML) based image analysis
/ Microscopy
/ Monitoring
/ monitoring techniques
/ Morphology
/ Parameter estimation
/ Particle size
/ Pharmaceutical industry
/ Process controls
/ protein crystallization
/ Proteins
/ Quality management
/ Random variables
/ Reflectance
/ Solid phases
/ Spectrum analysis
/ UV/Vis spectroscopy
2023
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Recent Advances in the Monitoring of Protein Crystallization Processes in Downstream Processing
by
Walla, Brigitte
, Montes Figueredo, Sergio
, Bischoff, Daniel
, Corona Viramontes, Iliana
, Weuster-Botz, Dirk
in
attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy
/ Automation
/ Batch processes
/ Chemical industry
/ Crystal growth
/ Crystallization
/ Crystals
/ focused beam reflectance measurement (FBRM)
/ Fourier transforms
/ Image analysis
/ Ion beams
/ Lasers
/ Liquid phases
/ Machine learning
/ machine learning (ML) based image analysis
/ Microscopy
/ Monitoring
/ monitoring techniques
/ Morphology
/ Parameter estimation
/ Particle size
/ Pharmaceutical industry
/ Process controls
/ protein crystallization
/ Proteins
/ Quality management
/ Random variables
/ Reflectance
/ Solid phases
/ Spectrum analysis
/ UV/Vis spectroscopy
2023
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Recent Advances in the Monitoring of Protein Crystallization Processes in Downstream Processing
by
Walla, Brigitte
, Montes Figueredo, Sergio
, Bischoff, Daniel
, Corona Viramontes, Iliana
, Weuster-Botz, Dirk
in
attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy
/ Automation
/ Batch processes
/ Chemical industry
/ Crystal growth
/ Crystallization
/ Crystals
/ focused beam reflectance measurement (FBRM)
/ Fourier transforms
/ Image analysis
/ Ion beams
/ Lasers
/ Liquid phases
/ Machine learning
/ machine learning (ML) based image analysis
/ Microscopy
/ Monitoring
/ monitoring techniques
/ Morphology
/ Parameter estimation
/ Particle size
/ Pharmaceutical industry
/ Process controls
/ protein crystallization
/ Proteins
/ Quality management
/ Random variables
/ Reflectance
/ Solid phases
/ Spectrum analysis
/ UV/Vis spectroscopy
2023
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Recent Advances in the Monitoring of Protein Crystallization Processes in Downstream Processing
Journal Article
Recent Advances in the Monitoring of Protein Crystallization Processes in Downstream Processing
2023
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Overview
Protein crystallization is nowadays performed at the micro to macro scale in academia and industry, being particularly interesting for pharmaceutical applications. Protein crystallization offers an attractive alternative to chromatography as a downstream processing step in the biotechnology industry, but also in the food and chemical industries. Monitoring of the protein crystallization process is required to understand the crystal growth mechanism and to obtain the information necessary for efficient process control, which needs to comply with the critical quality attributes of the product. Since a wide range of monitoring techniques have already been developed and established, this review focuses on the recent advances of selected techniques in monitoring protein crystallization processes such as the focused beam reflectance method (FBRM), and machine learning-based image analysis for solid-phase monitoring, as well as the spectroscopic methods for liquid-phase monitoring, such as attenuated total reflectance Fourier transform infrared (ATR-FTIR) and UV/Vis spectroscopy.
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