Developing a medium combination to attain similar glycosylation profile to originator by DoE and cluster analysis method
Abstract Glycosylation is critical for monoclonal antibody production because of its impact on pharmacokinetics and pharmacodynamics. Modulation of glycan profile is frequently needed in biosimilar development. However, glycosylation profile is not a single value like that of cell culture titer, hen...
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doaj-f5d25ef0fbbe444bbb4889a4a3d4babe2021-04-04T11:30:03ZengNature Publishing GroupScientific Reports2045-23222021-03-011111910.1038/s41598-021-86447-0Developing a medium combination to attain similar glycosylation profile to originator by DoE and cluster analysis methodJian Xu0Zhihui Shao1Zhanqing Wang2Yingfeng Huang3Xun Zou4Yaling Shen5State Key Laboratory of Bioreactor Engineering, Shanghai Collaborative Innovation Center for Biomanufacturing Technology, East China University of Science and TechnologyCAS Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of SciencesProcess Development Department, Dragon Sail PharmaceuticalR&D Laboratories, Dragonboat BiopharmaceuticalShanghai Sanjin Bioscience and TechnologyState Key Laboratory of Bioreactor Engineering, Shanghai Collaborative Innovation Center for Biomanufacturing Technology, East China University of Science and TechnologyAbstract Glycosylation is critical for monoclonal antibody production because of its impact on pharmacokinetics and pharmacodynamics. Modulation of glycan profile is frequently needed in biosimilar development. However, glycosylation profile is not a single value like that of cell culture titer, hence making it challenging for the Design of Experiment (DoE) methodology to be directly applied. In this study, a Her2-binding antibody was developed as a biosimilar to Herceptin. Cluster analysis was introduced to demonstrate the similarity of glycan profiles between the samples and the reference with specific value—distance. The glycosylation was subsequently optimized with the DoE method. Basal medium and feed medium were found to be the significant factors to the glycosylation pattern. Moreover, a combination of medium and feed strategy was developed to attain the most similar glycoprotein molecule to that of the originator biologic drug. This study may provide an additional option to evaluate multivariable factors and assess biosimilarity and/or comparability in monoclonal antibody production.https://doi.org/10.1038/s41598-021-86447-0 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jian Xu Zhihui Shao Zhanqing Wang Yingfeng Huang Xun Zou Yaling Shen |
spellingShingle |
Jian Xu Zhihui Shao Zhanqing Wang Yingfeng Huang Xun Zou Yaling Shen Developing a medium combination to attain similar glycosylation profile to originator by DoE and cluster analysis method Scientific Reports |
author_facet |
Jian Xu Zhihui Shao Zhanqing Wang Yingfeng Huang Xun Zou Yaling Shen |
author_sort |
Jian Xu |
title |
Developing a medium combination to attain similar glycosylation profile to originator by DoE and cluster analysis method |
title_short |
Developing a medium combination to attain similar glycosylation profile to originator by DoE and cluster analysis method |
title_full |
Developing a medium combination to attain similar glycosylation profile to originator by DoE and cluster analysis method |
title_fullStr |
Developing a medium combination to attain similar glycosylation profile to originator by DoE and cluster analysis method |
title_full_unstemmed |
Developing a medium combination to attain similar glycosylation profile to originator by DoE and cluster analysis method |
title_sort |
developing a medium combination to attain similar glycosylation profile to originator by doe and cluster analysis method |
publisher |
Nature Publishing Group |
series |
Scientific Reports |
issn |
2045-2322 |
publishDate |
2021-03-01 |
description |
Abstract Glycosylation is critical for monoclonal antibody production because of its impact on pharmacokinetics and pharmacodynamics. Modulation of glycan profile is frequently needed in biosimilar development. However, glycosylation profile is not a single value like that of cell culture titer, hence making it challenging for the Design of Experiment (DoE) methodology to be directly applied. In this study, a Her2-binding antibody was developed as a biosimilar to Herceptin. Cluster analysis was introduced to demonstrate the similarity of glycan profiles between the samples and the reference with specific value—distance. The glycosylation was subsequently optimized with the DoE method. Basal medium and feed medium were found to be the significant factors to the glycosylation pattern. Moreover, a combination of medium and feed strategy was developed to attain the most similar glycoprotein molecule to that of the originator biologic drug. This study may provide an additional option to evaluate multivariable factors and assess biosimilarity and/or comparability in monoclonal antibody production. |
url |
https://doi.org/10.1038/s41598-021-86447-0 |
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