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使用纳米颗粒聚集体和计算流体动力学评估灌注旋转叶泵的剪切力。

Evaluating shear in perfusion rotary lobe pump using nanoparticle aggregates and computational fluid dynamics.

机构信息

Cell Culture Development, Biogen, 5000 Davis Drive, Research Triangle Park, NC, 27709, USA.

Gene Therapy Cell Culture, Biogen, Cambridge, MA, 02142, USA.

出版信息

Bioprocess Biosyst Eng. 2022 Sep;45(9):1477-1488. doi: 10.1007/s00449-022-02757-1. Epub 2022 Jul 23.

Abstract

Perfusion cell culture technology has gained a lot of interest in recent years in the biopharmaceutical industry. One common application is N-1 perfusion which is used to intensify fed batch production processes and increase facility output. Upon running our perfusion process for the first time at manufacturing scale, unexpected cell damage was observed. Reducing the recirculation pump speed resulted in improvements in cell viability which implied the impact of pump shear stress on cell viability. In this study, we used polymethyl methacrylate (PMMA) nanoparticles to determine the shear stress inside two different sized rotary lobe pumps used in N-1 perfusion. The results were used to validate a computational fluid dynamics (CFD) model to predict the maximum shear under different operating conditions of the pump. The CFD model identified the radial and mesh clearance zones as regions that experience the maximum shear stress inside the pump. The model was then used to evaluate the impact of different geometry modifications in the pump lobes, and it predicted a 17% reduction in the maximum shear stress by increasing the mesh and radial clearances by 0.08 mm and 0.13 mm, respectively. The study indicates that CFD can be a useful tool to predict shear stress inside rotary pumps. The results can be used to optimize the pump operating conditions or even customize the pump geometry to save time and cost of process scaling to manufacturing without compromising the preset operating conditions or critical scale-up parameters.

摘要

近年来,灌流细胞培养技术在生物制药行业中引起了广泛关注。一种常见的应用是 N-1 灌流,用于强化分批补料生产过程并提高设备产量。在首次在生产规模上运行我们的灌流工艺时,观察到了意想不到的细胞损伤。降低再循环泵的速度导致细胞活力得到改善,这意味着泵剪切应力对细胞活力有影响。在这项研究中,我们使用聚甲基丙烯酸甲酯(PMMA)纳米颗粒来确定 N-1 灌流中使用的两种不同尺寸的旋转叶片泵内的剪切应力。结果用于验证计算流体动力学(CFD)模型,以预测不同泵操作条件下的最大剪切应力。CFD 模型确定了径向和网格间隙区域是泵内经历最大剪切应力的区域。然后,该模型用于评估泵叶片的不同几何形状修改的影响,并预测通过将网格和径向间隙分别增加 0.08 毫米和 0.13 毫米,最大剪切应力降低 17%。该研究表明,CFD 可以成为预测旋转泵内剪切应力的有用工具。结果可用于优化泵的操作条件,甚至可以根据需要定制泵的几何形状,以在不影响预设操作条件或关键放大参数的情况下,节省从实验室规模放大到生产规模的时间和成本。

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