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Updated: Jun 21, 2026

Generic Protocol for Optimization of Heterologous Protein Production Using Automated Microbioreactor Technology
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面向机器学习引导的CHO生物处理和媒体优化,以改善滴度和糖化

Ian Walsh1, Fumi Shozui2, Ayaka Sato2

  • 1Bioprocessing Technology Institute, A*STAR, Singapore.

Biotechnology journal
|October 31, 2025
PubMed
概括

机器学习模型准确地预测了中国仓鼠卵巢 (CHO) 细胞培养标位和糖化. 这种ML增强的实验设计 (DOE) 通过确定优化关键质量属性的关键因素来加速生物过程开发.

关键词:
在CHO细胞培养中生物过程优化优化关键的质量属性 关键的质量属性设计实验的设计.功能选择 功能选择葡萄糖酶化是什么? 葡萄糖酶化是什么?机器学习是机器学习.模拟火的模拟火标题 标题 标题 标题

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