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Proteomics approach to investigate separation behavior of proteins in ion-exchange chromatography.

机译:蛋白质组学方法研究离子交换色谱中蛋白质的分离行为。

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摘要

In the present study, protein isoelectric point (pI), molecular weight (MW) and partitioning coefficient (K) were characterized for a mixture of proteins using a three-dimensional (3D) method which combined hydrophobic partitioning with two-dimensional (2D) electrophoresis. Protein pI and MW were obtained from 2D gels directly using the known pI gradients and the positions of MW standards. Protein partition coefficients were obtained by quantifying protein spot mass for the top and bottom phase gels so that mass ratios could be calculated for matched spots. The characterized three protein molecular properties were used to represent protein charge, size and surface hydrophobicity, which showed different degrees of influence on protein separation behaviors in ion-exchange chromatography (IEC).;Statistical models correlated the three characterized protein properties to retention times in cation-exchange chromatography (CEC) using partial least squares (PLS) regression. The resulting models fit well (R2=0.913 and 0.873 for SP and 15S, respectively) considering the limited property basis and the regression models were able to predict results for a small test set of proteins. The models showed that pI and MW correlated positively with CEC retention time, while the net influence of the partition coefficient depended on the base matrix type. This approach could be extended to host protein extracts to provide guidance for purification of recombinant proteins or choice of a suitable host for a particular recombinant protein.
机译:在本研究中,使用三维(3D)方法结合疏水分配与二维(2D)来表征蛋白质混合物的蛋白质等电点(pI),分子量(MW)和分配系数(K)电泳。使用已知的pI梯度和MW标准品的位置直接从2D凝胶中获得蛋白质pI和MW。通过定量上相和下相凝胶的蛋白质斑点质量来获得蛋白质分配系数,以便可以为匹配的斑点计算质量比。表征的三种蛋白质分子特性用于表示蛋白质的电荷,大小和表面疏水性,它们在离子交换色谱法(IEC)中显示出不同程度的对蛋白质分离行为的影响。统计模型将三种表征的蛋白质特性与保留时间相关联。阳离子交换色谱(CEC),使用偏最小二乘(PLS)回归。考虑到有限的属性基础,所得模型非常吻合(对于SP和15S,R2分别为0.913和0.873),回归模型能够预测少量蛋白质测试集的结果。模型显示,pI和MW与CEC保留时间呈正相关,而分配系数的净影响取决于基础矩阵类型。该方法可以扩展到宿主蛋白提取物中,为纯化重组蛋白或为特定重组蛋白选择合适的宿主提供指导。

著录项

  • 作者

    Xu, Li.;

  • 作者单位

    Iowa State University.;

  • 授予单位 Iowa State University.;
  • 学科 Engineering Chemical.
  • 学位 M.A.
  • 年度 2008
  • 页码 53 p.
  • 总页数 53
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 化工过程(物理过程及物理化学过程);
  • 关键词

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