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Similarity assessment by multivariate statistics method based on the distance between biosimilar and originator
- Source :
- Bioresources and Bioprocessing, Vol 8, Iss 1, Pp 1-7 (2021)
- Publication Year :
- 2021
- Publisher :
- SpringerOpen, 2021.
-
Abstract
- The development of biosimilar products or follow-on biologics has been flourishing in recent years because of their lower price than the originators. In this study, a multivariate data analysis method based on JMP software was proposed to assess the glycosylation pattern similarity of antibody candidates from different conditions in optimization experiments with a reference. A specific distance was generated by this method and indicated the glycoform similarity between the biosimilar and the reference. This method can be applied to analyze the similarity of other physicochemical and functional characteristics between follow-on biologics and originators. Then, the design of experimental methods can be realized to optimize the conditions of cell culture to attain similar antibody candidates. A higher concentration of GlcNAc added to the basal media made the glycan of the antibody more similar to the glycan of the reference in this study.
- Subjects :
- 0301 basic medicine
Multivariate statistics
Multivariate analysis
Computer science
lcsh:Biotechnology
Biomedical Engineering
Computational biology
lcsh:Chemical technology
01 natural sciences
lcsh:Technology
Similarity
010104 statistics & probability
03 medical and health sciences
Cluster analysis
Similarity (network science)
lcsh:TP248.13-248.65
Glycosylation pattern
lcsh:TP1-1185
0101 mathematics
Renewable Energy, Sustainability and the Environment
lcsh:T
Biosimilar
030104 developmental biology
Multivariate statistics method
Experimental methods
Food Science
Biotechnology
Subjects
Details
- Language :
- English
- ISSN :
- 21974365
- Volume :
- 8
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Bioresources and Bioprocessing
- Accession number :
- edsair.doi.dedup.....8a8fb4f91d0c96fc8bd719eea84efa88