首页|确定性筛选设计在Purcise Q膜纯化抗体的应用

确定性筛选设计在Purcise Q膜纯化抗体的应用

Purcise Q mAb Polishing Purification Process Development with Definitive Screening Designs Approach

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目的:通过确定性筛选设计(DSD)方法建立单抗的Purcise Q膜阴离子交换工艺,进一步降低残留宿主细胞蛋白(HCP)含量.方法:将亲和层析洗脱过滤液作为样品,进行Purcise Q膜层析,选取上样pH、上样电导、载量、流速、峰收集条件 5 个因子为输入因子,以回收率、HCP去除率、多聚体含量为输出响应值,使用确定性筛选设计DOE模型进行实验.结果:在实验参数范围内,多聚体含量没有明显的变化,HCP含量显著降低.上样电导和载量显著影响HCP去除率,而载量、流速和峰收集条件则显著影响层析回收率.利用JMP的模拟实验功能获得了稳健工艺参数组合(上样电导 3 ms/cm、载量 300 g/L、流速 25 MV/min、峰收集 50 mAU/mm),进一步利用决策树机器学习方法自动获得设计空间(上样电导 3.0~3.6 ms/cm、载量300~460 g/L、流速 5~25 MV/min、峰收集 50~180 mAU/mm).结论:确定性筛选设计实验方法适用于膜层析的工艺开发,能够一段式快速获得稳健工艺参数组合和设计空间,对于工艺放大、工艺转移和降低生产风险极具指导意义.
Objective:Establish the Purcise Q membrane anion-exchange process of mAb by a definitive screening designs(DSD)approach to further remove residual host cell protein(HCP)level.Methods:Purcise Q membrane chromatography is performed with filtered affinity chromatography eluate as load sample.Experiments are carried out using the DSD model with five factors including load pH,load conductivity,loading capacity,flow rate and peak collection criteria as input factors and recovery yield,HCP removal rate and aggregate level as output responses.Results:Within the experimental parameters,significant HCP removal and non-significant aggregate removal are observed.Load conductivity and loading capacity had a significant impact on HCP removal.While load capacity,flow rate and peak collection criteria significantly impacted recovery yield.Robust process parameters(load capacity 3 ms/cm,loading capacity 300 g/L,flow rate 25 MV/min,and peak collection criteria 50 mAU/mm)are identified by simulation experiments in JMP.Design space(load capacity 3.0~3.6 ms/cm,loading capacity 300~460 g/L,flow rate 5~25 MV/min,and peak collection criteria 50~180 mAU/mm)is further obtained automatically with the decision tree-based learning approach.Conclusion:The DSD experimental design is an efficient tool for process development of membrane chromatography.It can effectively obtain robust process parameters and design space with great significance for process scale-up,technical transfer and production risk mitigation.

definitive screening designsPurcise Q membranehost cell proteindesign spacerobust process parameter

胡晔、廖敏

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复旦大学,上海 200433

确定性筛选设计 Purcise Q膜层析 宿主细胞蛋白 设计空间 稳健工艺参数

2024

生物化工

生物化工

ISSN:
年,卷(期):2024.10(1)
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