Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, USA.
J Chromatogr A. 2010 Jan 8;1217(2):191-8. doi: 10.1016/j.chroma.2009.08.005. Epub 2009 Aug 7.
A library of cold shock protein B mutant variants was employed to examine differences in protein binding behavior in ion exchange and multimodal chromatography. Single site mutations introduced at charged amino acids on the protein surface resulted in a homologous protein set with varying charge density and distribution. The retention times of the mutants varied significantly during linear gradient chromatography in both systems. The majority of the proteins were more strongly retained on the multimodal cation exchange resin as compared to the traditional cation exchanger. Further, the elution order of the mutants on the multimodal resin was different from that obtained with the ion exchanger. Quantitative structure-property relationship models generated using a support vector regression technique were shown to provide good predictions for the retention times of protein mutants on the multimodal resin. A coarse-grained ligand docking package was employed to examine the various interactions between the proteins and ligands in free solution. The multimodal ligand was shown to utilize multiple interaction types to achieve stronger retention on the protein surface. The use of this protein library in concert with the qualitative and quantitative analyses presented in this paper provides an improved understanding of protein behavior in multimodal chromatographic systems.
利用冷休克蛋白 B 突变体文库研究了在离子交换和多模式色谱中蛋白质结合行为的差异。在蛋白质表面的带电氨基酸上引入单点突变,导致具有不同电荷密度和分布的同源蛋白质组。在两种系统的线性梯度色谱中,突变体的保留时间差异很大。与传统的阳离子交换剂相比,大多数蛋白质在多模式阳离子交换树脂上的保留更强。此外,突变体在多模式树脂上的洗脱顺序与在离子交换剂上获得的洗脱顺序不同。使用支持向量回归技术生成的定量构效关系模型表明,它们能够很好地预测蛋白质突变体在多模式树脂上的保留时间。使用粗粒度配体对接包研究了蛋白质在游离溶液中与配体之间的各种相互作用。多模式配体利用多种相互作用类型在蛋白质表面实现更强的保留。本文提出的蛋白质文库的使用与定性和定量分析相结合,为理解多模式色谱系统中的蛋白质行为提供了更好的认识。