Automated vertical wheel bioreactor integrated with process analytics for T-cell manufacturing.

IF 3.2 3区 医学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Bryan Wang, Bharat Kanwar, Annie C Bowles-Welch, Walker Byrnes, Paloma Casteleiro Costa, Caroline Filan, Reginald Tran, Theresa Kotanchek, Francisco Robles, Krishnendu Roy, Stephen Balakirsky
{"title":"Automated vertical wheel bioreactor integrated with process analytics for T-cell manufacturing.","authors":"Bryan Wang, Bharat Kanwar, Annie C Bowles-Welch, Walker Byrnes, Paloma Casteleiro Costa, Caroline Filan, Reginald Tran, Theresa Kotanchek, Francisco Robles, Krishnendu Roy, Stephen Balakirsky","doi":"10.1016/j.jcyt.2025.08.007","DOIUrl":null,"url":null,"abstract":"<p><strong>Background aims: </strong>Biomanufacturing of cell therapies involves highly complex and labor-intensive processes, where process parameters and biological variabilities can significantly influence product quality, reproducibility and therapeutic efficacy. Here, we developed a vertical wheel-based bioreactor platform with automated controls and in-line process analytical technologies (PAT) to demonstrate successful closed-system T cell biomanufacturing.</p><p><strong>Methods: </strong>By identifying the critical process parameters (CPP), a process development strategy was optimized for expanding primary human unmodified and chimeric antigen receptor (CAR) T cells using multiple activation systems, including degradable microscaffolds.</p><p><strong>Results: </strong>Spent media analysis combined with symbolic regression identified CPPs, which were validated through small-scale experiments and large-scale expansions in the bioreactor platform. Closed-loop automation with analytics such as real-time imaging also was integrated into the bioreactor platform for continuous monitoring and process control.</p><p><strong>Conclusions: </strong>This integrated bioreactor platform provides a proof-of-concept design for multiplexed PAT integration, process optimization and feedback-controlled intelligent automation to enable discovery, monitoring and control of critical quality attributes and critical process parameters for cell therapy manufacturing.</p>","PeriodicalId":50597,"journal":{"name":"Cytotherapy","volume":" ","pages":""},"PeriodicalIF":3.2000,"publicationDate":"2025-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cytotherapy","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.jcyt.2025.08.007","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background aims: Biomanufacturing of cell therapies involves highly complex and labor-intensive processes, where process parameters and biological variabilities can significantly influence product quality, reproducibility and therapeutic efficacy. Here, we developed a vertical wheel-based bioreactor platform with automated controls and in-line process analytical technologies (PAT) to demonstrate successful closed-system T cell biomanufacturing.

Methods: By identifying the critical process parameters (CPP), a process development strategy was optimized for expanding primary human unmodified and chimeric antigen receptor (CAR) T cells using multiple activation systems, including degradable microscaffolds.

Results: Spent media analysis combined with symbolic regression identified CPPs, which were validated through small-scale experiments and large-scale expansions in the bioreactor platform. Closed-loop automation with analytics such as real-time imaging also was integrated into the bioreactor platform for continuous monitoring and process control.

Conclusions: This integrated bioreactor platform provides a proof-of-concept design for multiplexed PAT integration, process optimization and feedback-controlled intelligent automation to enable discovery, monitoring and control of critical quality attributes and critical process parameters for cell therapy manufacturing.

集成了t细胞制造过程分析的自动垂直轮式生物反应器。
背景目的:细胞疗法的生物制造涉及高度复杂和劳动密集型的过程,其中工艺参数和生物学变异可以显著影响产品质量、可重复性和治疗效果。在这里,我们开发了一个垂直轮式生物反应器平台,具有自动控制和在线过程分析技术(PAT),以展示成功的封闭系统T细胞生物制造。方法:通过确定关键工艺参数(CPP),优化了使用多种激活系统(包括可降解微支架)扩增原代人未修饰和嵌合抗原受体(CAR) T细胞的工艺开发策略。结果:废媒分析结合符号回归识别出CPPs,并通过小规模实验和生物反应器平台的大规模扩展验证。具有实时成像等分析功能的闭环自动化也被集成到生物反应器平台中,用于连续监测和过程控制。结论:该集成生物反应器平台为多路PAT集成、工艺优化和反馈控制的智能自动化提供了概念验证设计,可以发现、监测和控制细胞治疗制造的关键质量属性和关键工艺参数。
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 求助全文
来源期刊
Cytotherapy
Cytotherapy 医学-生物工程与应用微生物
CiteScore
6.30
自引率
4.40%
发文量
683
审稿时长
49 days
期刊介绍: The journal brings readers the latest developments in the fast moving field of cellular therapy in man. This includes cell therapy for cancer, immune disorders, inherited diseases, tissue repair and regenerative medicine. The journal covers the science, translational development and treatment with variety of cell types including hematopoietic stem cells, immune cells (dendritic cells, NK, cells, T cells, antigen presenting cells) mesenchymal stromal cells, adipose cells, nerve, muscle, vascular and endothelial cells, and induced pluripotential stem cells. We also welcome manuscripts on subcellular derivatives such as exosomes. A specific focus is on translational research that brings cell therapy to the clinic. Cytotherapy publishes original papers, reviews, position papers editorials, commentaries and letters to the editor. We welcome "Protocols in Cytotherapy" bringing standard operating procedure for production specific cell types for clinical use within the reach of the readership.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信