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孔隙扩散模型的适应性,用于描述多次添加批次摄取高通量筛选实验。

Adaptation of the pore diffusion model to describe multi-addition batch uptake high-throughput screening experiments.

作者信息

Traylor Steven J, Xu Xuankuo, Li Yi, Jin Mi, Li Zheng Jian

机构信息

Biologics Process Development, Bristol-Myers Squibb, Hopkinton 01748, MA, USA.

Biologics Process Development, Bristol-Myers Squibb, Syracuse, NY 13057, USA.

出版信息

J Chromatogr A. 2014 Nov 14;1368:100-6. doi: 10.1016/j.chroma.2014.09.058. Epub 2014 Sep 30.

Abstract

Equilibrium isotherm and kinetic mass transfer measurements are critical to mechanistic modeling of binding and elution behavior within a chromatographic column. However, traditional methods of measuring these parameters are impractically time- and labor-intensive. While advances in high-throughput robotic liquid handling systems have created time and labor-saving methods of performing kinetic and equilibrium measurements of proteins on chromatographic resins in a 96-well plate format, these techniques continue to be limited by physical constraints on protein addition, incubation and separation times; the available concentration of protein stocks and process pools; and practical constraints on resin and fluid volumes in the 96-well format. In this study, a novel technique for measuring protein uptake kinetics (multi-addition batch uptake) has been developed to address some of these limitations during high-throughput batch uptake kinetic measurements. This technique uses sequential additions of protein stock to chromatographic resin in a 96-well plate and the subsequent removal of each addition by centrifugation or vacuum separation. The pore diffusion model was adapted here to model multi-addition batch uptake and was tested and compared with traditional batch uptake measurements of uptake of an Fc-fusion protein on an anion exchange resin. Acceptable agreement between the two techniques is achieved for the two solution conditions investigated here. In addition, a sensitivity analysis of the model to the physical inputs is presented and the advantages and limitations of the multi-addition batch uptake technique are explored.

摘要

平衡等温线和动力学传质测量对于色谱柱内结合和洗脱行为的机理建模至关重要。然而,测量这些参数的传统方法在时间和人力上都不切实际。尽管高通量机器人液体处理系统的进步创造了省时省力的方法,可在96孔板中对色谱树脂上的蛋白质进行动力学和平衡测量,但这些技术仍然受到蛋白质添加、孵育和分离时间的物理限制;蛋白质储备液和过程池的可用浓度;以及96孔板中树脂和流体体积的实际限制。在本研究中,开发了一种测量蛋白质摄取动力学的新技术(多次添加分批摄取),以解决高通量分批摄取动力学测量过程中的一些限制。该技术在96孔板中向色谱树脂依次添加蛋白质储备液,随后通过离心或真空分离去除每次添加物。在此采用孔扩散模型对多次添加分批摄取进行建模,并与在阴离子交换树脂上对Fc融合蛋白摄取的传统分批摄取测量进行测试和比较。对于此处研究的两种溶液条件,两种技术之间达成了可接受的一致性。此外,还给出了模型对物理输入的敏感性分析,并探讨了多次添加分批摄取技术的优缺点。

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