遗传算法
生物过程
生化工程
生物利用度
生物系统
化学
生物物理学
工艺工程
生物
进化生物学
生物信息学
工程类
古生物学
作者
Alan T. Stone,Venkata Gayatri Dhara,Harnish Mukesh Naik,Lateef Aliyu,Junxi Lai,Jackson Jenkins,Michael J. Betenbaugh
标识
DOI:10.1016/j.copbio.2021.08.004
摘要
Upstream process development seeks to optimize media formulations to promote robust cell culture conditions and regulate product quality attributes such as glycosylation, aggregation, and charge variants. Transition metal ions Mn, Fe, Cu, and Zn present in cell culture media have a significant impact on cell growth, metabolism and product quality. These metals and other media components can have different chemical associations or speciation in media that are poorly characterized but may significantly impact their properties and effect on cellular performance. Computer-based equilibrium models are a good starting point for exploring metal speciation, bioavailability and conditions where precipitation may occur. However, some equilibrium constants, especially for newly introduced medium components, have not been experimentally determined. Owing to concurrent physical and biological processes, speciation may also be controlled by reaction kinetics rather than by equilibrium. These factors highlight the importance of analytically interrogating medium speciation to gain insights into the complex interconnections between media components and bioprocess performance.
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