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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Main Authors: Jian Xu, Zhihui Shao, Zhanqing Wang, Yingfeng Huang, Xun Zou, Yaling Shen
Format: Article
Language:English
Published: Nature Publishing Group 2021-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-86447-0
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spelling 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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