Raman-based PAT for VLP precipitation: systematic data diversification and preprocessing pipeline identification.
Raman spectroscopy
chemometrics
partial least squares regression
pipeline optimization
preprocessing
process monitoring
protein precipitation
virus-like particles
Journal
Frontiers in bioengineering and biotechnology
ISSN: 2296-4185
Titre abrégé: Front Bioeng Biotechnol
Pays: Switzerland
ID NLM: 101632513
Informations de publication
Date de publication:
2024
2024
Historique:
received:
12
03
2024
accepted:
13
05
2024
medline:
17
6
2024
pubmed:
17
6
2024
entrez:
17
6
2024
Statut:
epublish
Résumé
Virus-like particles (VLPs) are a promising class of biopharmaceuticals for vaccines and targeted delivery. Starting from clarified lysate, VLPs are typically captured by selective precipitation. While VLP precipitation is induced by step-wise or continuous precipitant addition, current monitoring approaches do not support the direct product quantification, and analytical methods usually require various, time-consuming processing and sample preparation steps. Here, the application of Raman spectroscopy combined with chemometric methods may allow the simultaneous quantification of the precipitated VLPs and precipitant owing to its demonstrated advantages in analyzing crude, complex mixtures. In this study, we present a Raman spectroscopy-based Process Analytical Technology (PAT) tool developed on batch and fed-batch precipitation experiments of Hepatitis B core Antigen VLPs. We conducted small-scale precipitation experiments providing a diversified data set with varying precipitation dynamics and backgrounds induced by initial dilution or spiking of clarified
Identifiants
pubmed: 38882637
doi: 10.3389/fbioe.2024.1399938
pii: 1399938
pmc: PMC11177211
doi:
Types de publication
Journal Article
Langues
eng
Pagination
1399938Informations de copyright
Copyright © 2024 Dietrich, Schiemer, Kurmann, Zhang and Hubbuch.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.