GoSilico GmbH, Kriegsstr. 240, Karlsruhe 76135, Germany; Institute of Engineering in Life Sciences, Section IV: Biomolecular Separation Engineering, Karlsruhe Institute of Technology (KIT), Fritz-Haber-Weg 2, Karlsruhe 76131, Germany.
GoSilico GmbH, Kriegsstr. 240, Karlsruhe 76135, Germany.
J Chromatogr A. 2021 Sep 13;1653:462397. doi: 10.1016/j.chroma.2021.462397. Epub 2021 Jul 9.
For mechanistic modeling of ion exchange (IEX) processes, a profound understanding of the adsorption mechanism is important. While the description of protein adsorption in IEX processes has been dominated by stoichiometric models like the steric mass action (SMA) model, discrepancies between experimental data and model results suggest that the conceptually simple stoichiometric description of protein adsorption provides not always an accurate representation of nonlinear adsorption behavior. In this work an alternative colloidal particle adsorption (CPA) model is introduced. Based on the colloidal nature of proteins, the CPA model provides a non-stoichiometric description of electrostatic interactions within IEX columns. Steric hindrance at the adsorber surface is considered by hard-body interactions between proteins using the scaled-particle theory. The model's capability of describing nonlinear protein adsorption is demonstrated by simulating adsorption isotherms of a monoclonal antibody (mAb) over a wide range of ionic strength and pH. A comparison of the CPA model with the SMA model shows comparable model results in the linear adsorption range, but significant differences in the nonlinear adsorption range due to the different mechanistic interpretation of steric hindrance in both models. The results suggest that nonlinear adsorption effects can be overestimated by the stoichiometric formalism of the SMA model and are generally better reproduced by the CPA model.
对于离子交换 (IEX) 过程的机理建模,深入了解吸附机理非常重要。虽然 IEX 过程中蛋白质吸附的描述一直由计量模型主导,如空间位阻质量作用 (SMA) 模型,但实验数据与模型结果之间的差异表明,蛋白质吸附的概念简单的计量描述并不总是对非线性吸附行为提供准确的表示。在这项工作中,引入了一种替代的胶体颗粒吸附 (CPA) 模型。基于蛋白质的胶体性质,CPA 模型提供了 IEX 柱内静电相互作用的非计量描述。在吸附剂表面的空间位阻通过使用比例粒子理论的蛋白质之间的硬体相互作用来考虑。通过模拟单克隆抗体 (mAb) 在很宽的离子强度和 pH 范围内的吸附等温线,证明了该模型描述非线性蛋白质吸附的能力。CPA 模型与 SMA 模型的比较表明,在线性吸附范围内,模型结果具有可比性,但由于两种模型中空间位阻的机械解释不同,在非线性吸附范围内存在显著差异。结果表明,SMA 模型的计量形式可能高估了非线性吸附效应,而 CPA 模型通常能更好地再现这些效应。