Investigation of protein binding affinity and preferred orientations in ion exchange systems using a homologous protein library.
A library of cold shock protein B (CspB) mutant variants was employed to study protein binding affinity and preferred orientations in cation exchange 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. While the expected trends were observed with increasing or decreasing positive charge on the protein surface, the degree of change was a strong function of the location and microenvironment of the mutated amino acid. Quantitative structure-property relationship (QSPR) models were generated using a support vector regression technique that was able to give good predictions of the retention times of the various mutants. Molecular descriptors selected during model generation were used to elucidate the factors affecting protein retention. Electrostatic potential maps were also employed to provide insight into the effects of protein surface topography, charge density and charge distribution on protein binding affinity and possible preferred binding orientations. The use of this protein mutant library in concert with the qualitative and quantitative analyses presented in the article provides an improved understanding of protein behavior in ion exchange systems.
Chung
Wai Keen
WK
Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Troy, New York 12180, USA.
Hou
Ying
Y
Freed
Alexander
A
Holstein
Melissa
M
Makhatadze
George I
GI
Cramer
Steven M
SM
D000465:Algorithms; D001426:Bacterial Proteins / Q000737:chemistry* / Q000235:genetics / Q000378:metabolism*; D002852:Chromatography, Ion Exchange / Q000379:methods*; D057927:Hydrophobic and Hydrophilic Interactions; D008958:Models, Molecular; D019151:Peptide Library; D017354:Point Mutation / Q000235:genetics; D011485:Protein Binding; D011487:Protein Conformation; D021281:Quantitative Structure-Activity Relationship; D012044:Regression Analysis; D055672:Static Electricity; D040681:Structural Homology, Protein
D001426:Bacterial Proteins; D019151:Peptide Library; C077188:cold-shock protein CspB, Bacteria