Leveraging high-throughput analytics and automation to rapidly develop high-concentration mAb formulations: integrated excipient compatibility and viscosity screening.

Q2 Medicine Antibody Therapeutics Pub Date : 2024-10-12 eCollection Date: 2024-10-01 DOI:10.1093/abt/tbae028
Lun Xin, Lan Lan, Mourad Mellal, Nathan McChesney, Robert Vaughan, Claudia Berdugo, Yunsong Li, Jingtao Zhang
{"title":"Leveraging high-throughput analytics and automation to rapidly develop high-concentration mAb formulations: integrated excipient compatibility and viscosity screening.","authors":"Lun Xin, Lan Lan, Mourad Mellal, Nathan McChesney, Robert Vaughan, Claudia Berdugo, Yunsong Li, Jingtao Zhang","doi":"10.1093/abt/tbae028","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Formulation screening is essential to experimentally balance stability and viscosity in high-concentration mAb formulations. We developed a high-throughput approach with automated sample preparation and analytical workflows to enable the integrated assessment of excipient compatibility and viscosity of mAb formulations.</p><p><strong>Methods: </strong>Ninety-six formulations of a trastuzumab biosimilar were screened by combining 8 types of excipient modifiers with 4 types of buffers across a pH range of 4.5 to 7.5. Key stability risks, including high molecular weight (HMW) aggregation and fragmentation, were thoroughly assessed along with viscosity at high concentrations. Additionally, several biophysical parameters were evaluated for their ability to predict stability or viscosity outcomes. Multiple linear regression was applied to fit the data and identify key factors.</p><p><strong>Results: </strong>The optimal pH range for the trastuzumab biosimilar was found to be 5.0 to 6.5, based on opposing pH dependencies for stability and viscosity. Buffer type had a minor effect on viscosity and fragmentation but played a significant role in influencing HMW aggregates, with Na-acetate and histidine-HCl being the best candidates. The impact of excipient modifiers on viscosity, HMW, and fragmentation depended on both pH and buffer type, showing strong interactions among factors. Arginine-HCl and lysine-HCl effectively lowered viscosity of the trastuzumab biosimilar at pH levels above 6.0, while glycine formulations were more effective at reducing viscosity below pH 6.0. Histidine-HCl, arginine-HCl, and lysine-HCl lowered the risk of HMW aggregation, whereas formulations containing Na-phosphate or NaCl showed higher HMW aggregation. Formulations with arginine-HCl, lysine-HCl, and NaCl demonstrated a rapid increase in fragmentation at pH levels below 5.0, while Na-aspartate formulations showed increased fragmentation at pH levels above 6.5.</p><p><strong>Conclusion: </strong>Hence, it is important to optimize the levels of each chosen excipient in the formulation study to balance their benefits against potential incompatibilities. This study serves as a foundation for identifying high-concentration antibody formulations using a high-throughput approach, where minimal materials are required, and optimized formulation design spaces can be quickly identified.</p>","PeriodicalId":36655,"journal":{"name":"Antibody Therapeutics","volume":"7 4","pages":"335-350"},"PeriodicalIF":0.0000,"publicationDate":"2024-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11646310/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Antibody Therapeutics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/abt/tbae028","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/10/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Formulation screening is essential to experimentally balance stability and viscosity in high-concentration mAb formulations. We developed a high-throughput approach with automated sample preparation and analytical workflows to enable the integrated assessment of excipient compatibility and viscosity of mAb formulations.

Methods: Ninety-six formulations of a trastuzumab biosimilar were screened by combining 8 types of excipient modifiers with 4 types of buffers across a pH range of 4.5 to 7.5. Key stability risks, including high molecular weight (HMW) aggregation and fragmentation, were thoroughly assessed along with viscosity at high concentrations. Additionally, several biophysical parameters were evaluated for their ability to predict stability or viscosity outcomes. Multiple linear regression was applied to fit the data and identify key factors.

Results: The optimal pH range for the trastuzumab biosimilar was found to be 5.0 to 6.5, based on opposing pH dependencies for stability and viscosity. Buffer type had a minor effect on viscosity and fragmentation but played a significant role in influencing HMW aggregates, with Na-acetate and histidine-HCl being the best candidates. The impact of excipient modifiers on viscosity, HMW, and fragmentation depended on both pH and buffer type, showing strong interactions among factors. Arginine-HCl and lysine-HCl effectively lowered viscosity of the trastuzumab biosimilar at pH levels above 6.0, while glycine formulations were more effective at reducing viscosity below pH 6.0. Histidine-HCl, arginine-HCl, and lysine-HCl lowered the risk of HMW aggregation, whereas formulations containing Na-phosphate or NaCl showed higher HMW aggregation. Formulations with arginine-HCl, lysine-HCl, and NaCl demonstrated a rapid increase in fragmentation at pH levels below 5.0, while Na-aspartate formulations showed increased fragmentation at pH levels above 6.5.

Conclusion: Hence, it is important to optimize the levels of each chosen excipient in the formulation study to balance their benefits against potential incompatibilities. This study serves as a foundation for identifying high-concentration antibody formulations using a high-throughput approach, where minimal materials are required, and optimized formulation design spaces can be quickly identified.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
利用高通量分析和自动化技术快速开发高浓度 mAb 制剂:辅料兼容性和粘度综合筛选。
背景:配方筛选对实验平衡高浓度单抗配方的稳定性和粘度至关重要。我们开发了一种具有自动化样品制备和分析工作流程的高通量方法,以便对单抗制剂的赋形剂相容性和粘度进行综合评估。方法:通过将8种赋形剂改性剂与4种缓冲液在pH范围为4.5至7.5的范围内结合,筛选96种曲妥珠单抗生物仿制药配方。关键的稳定性风险,包括高分子量(HMW)的聚集和破碎,与高浓度的粘度一起进行了全面评估。此外,还评估了几种生物物理参数预测稳定性或粘度结果的能力。采用多元线性回归对数据进行拟合,识别关键因素。结果:曲妥珠单抗生物类似药的最佳pH范围为5.0至6.5,基于稳定性和粘度的相反pH依赖性。缓冲液类型对黏度和破碎度的影响较小,但对HMW聚集体的影响较大,乙酸钠和组氨酸- hcl是最佳候选。赋形剂对粘度、HMW和破碎度的影响取决于pH值和缓冲液类型,各因素之间表现出很强的相互作用。精氨酸- hcl和赖氨酸- hcl在pH高于6.0时有效降低曲妥珠单抗生物类似药的粘度,而甘氨酸制剂在pH低于6.0时更有效地降低粘度。组氨酸- hcl、精氨酸- hcl和赖氨酸- hcl降低了HMW聚集的风险,而含有磷酸钠或NaCl的配方则显示出更高的HMW聚集。添加精氨酸- hcl、赖氨酸- hcl和NaCl的配方在pH值低于5.0时破碎率迅速增加,而na -天冬氨酸配方在pH值高于6.5时破碎率增加。结论:因此,在配方研究中优化每种赋形剂的水平以平衡其益处和潜在的不相容性是很重要的。该研究为使用高通量方法鉴定高浓度抗体配方奠定了基础,该方法所需的材料最少,并且可以快速确定优化的配方设计空间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Antibody Therapeutics
Antibody Therapeutics Medicine-Immunology and Allergy
CiteScore
8.70
自引率
0.00%
发文量
30
审稿时长
8 weeks
期刊最新文献
A bioluminescent reporter bioassay for in-process assessment of chimeric antigen receptor lentiviral vector potency. Humanized anti-CD11d monoclonal antibodies suitable for basic research and therapeutic applications. Practical advice in the development of a lyophilized protein drug product. Connexin 43 hemichannels and related diseases. Leveraging high-throughput analytics and automation to rapidly develop high-concentration mAb formulations: integrated excipient compatibility and viscosity screening.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1