Analysis of Biologics Molecular Descriptors towards Predictive Modelling for Protein Drug Development Using Time-Gated Raman Spectroscopy

Analysis of Biologics Molecular Descriptors towards Predictive Modelling for Protein Drug Development Using Time-Gated Raman Spectroscopy

Pharmaceutical proteins, compared to small molecular weight drugs, are relatively fragile molecules, thus necessitating monitoring protein unfolding and aggregation during production and post-marketing. Currently, many analytical techniques take offline measurements, which cannot directly assess pro...

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Bibliographic Details
Main Authors: Jaakko Itkonen, Leo Ghemtio, Daniela Pellegrino, Pia J. Jokela (née Heinonen), Henri Xhaard, Marco G. Casteleijn
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Pharmaceutics
Subjects:
pharmaceutical proteins
Raman spectroscopy
PCA
K-means clustering
in-line measurement
biologics
Online Access:https://www.mdpi.com/1999-4923/14/8/1639

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