Predicting Protein Interactions of Concentrated Globular Protein Solutions Using Colloidal Models

被引:39
作者
Woldeyes, Mahlet A. [1 ]
Calero-Rubio, Cesar [1 ]
Furst, Eric M. [1 ]
Roberts, Christopher J. [1 ]
机构
[1] Univ Delaware, Dept Chem & Biomol Engn, Newark, DE 19716 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
MONOCLONAL-ANTIBODY SOLUTION; CLUSTER FORMATION; INTERMOLECULAR INTERACTIONS; ALPHA-CHYMOTRYPSINOGEN; VIRIAL-COEFFICIENTS; NEUTRON-SCATTERING; AGGREGATION RATES; VISCOSITY; DILUTE; CRYSTALLIZATION;
D O I
10.1021/acs.jpcb.7b02183
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Protein interactions of alpha-chymotrypsinogen A (aCgn) were quantified using light scattering from low to high protein concentrations. Static light scattering (SLS) was used to determine the excess Rayleigh ratio (R-ex) and osmotic second virial coefficients (B-22) as a function of pH and total ionic strength (TIS). Repulsive (attractive) proteinprotein interactions (PPI) were observed at pH 5 (pH 7), with decreasing repulsions (attractions) upon increasing TIS. Simple colloidal potential of mean force models (PMF) that account for short-range nonelectrostatic attractions and screened electrostatic interactions were used to fit model parameters from data for B-22 vs TIS at both pH values. The parameters and PMF models from low-concentration conditions were used as the sole input to transition matrix Monte Carlo simulations to predict high concentration R-ex behavior. At conditions where PPI are repulsive to slightly attractive, experimental R-ex data at high concentrations could be predicted quantitatively by the simulations. However, accurate predictions were challenging when PPI were strongly attractive due to strong sensitivity to changes in PMF parameter values. Additional simulations with higher-resolution coarse-grained molecular models suggest an approach to qualitatively predict cases when anisotropic surface charge distributions will lead to overall attractive PPI at low ionic strength, without assumptions regarding electrostatic patches or multipole expansions.
引用
收藏
页码:4756 / 4767
页数:12
相关论文
共 64 条
[1]   ERROR MEASURES FOR GENERALIZING ABOUT FORECASTING METHODS - EMPIRICAL COMPARISONS [J].
ARMSTRONG, JS ;
COLLOPY, F .
INTERNATIONAL JOURNAL OF FORECASTING, 1992, 8 (01) :69-80
[2]   Hofmeister Effects in Monoclonal Antibody Solution Interactions [J].
Arzensek, Dejan ;
Kuzman, Drago ;
Podgornik, Rudolf .
JOURNAL OF PHYSICAL CHEMISTRY B, 2015, 119 (33) :10375-10389
[3]   Identifying protein aggregation mechanisms and quantifying aggregation rates from combined monomer depletion and continuous scattering [J].
Barnett, Gregory V. ;
Drenski, Michael ;
Razinkov, Vladimir ;
Reed, Wayne F. ;
Roberts, Christopher J. .
ANALYTICAL BIOCHEMISTRY, 2016, 511 :80-91
[4]   Osmolyte Effects on Monoclonal Antibody Stability and Concentration-Dependent Protein Interactions with Water and Common Osmolytes [J].
Barnett, Gregory V. ;
Razinkov, Vladimir I. ;
Kerwin, Bruce A. ;
Blake, Steven ;
Qi, Wei ;
Curtis, Robin A. ;
Roberts, Christopher J. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2016, 120 (13) :3318-3330
[5]  
Ben-Naim A., 1992, STAT THERMODYNAMICS
[6]   Generic coarse-grained model for protein folding and aggregation [J].
Bereau, Tristan ;
Deserno, Markus .
JOURNAL OF CHEMICAL PHYSICS, 2009, 130 (23)
[7]   Protein-Protein Interactions in Dilute to Concentrated Solutions: α-Chymotrypsinogen in Acidic Conditions [J].
Blanco, Marco A. ;
Perevozchikova, Tatiana ;
Martorana, Vincenzo ;
Manno, Mauro ;
Roberts, Christopher J. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2014, 118 (22) :5817-5831
[8]   Coarse-Grained Model for Colloidal Protein Interactions, B22, and Protein Cluster Formation [J].
Blanco, Marco A. ;
Sahin, Erinc ;
Robinson, Anne S. ;
Roberts, Christopher J. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2013, 117 (50) :16013-16028
[9]   Reexamining protein-protein and protein-solvent interactions from Kirkwood-Buff analysis of light scattering in multi-component solutions [J].
Blanco, Marco A. ;
Sahin, Erinc ;
Li, Yi ;
Roberts, Christopher J. .
JOURNAL OF CHEMICAL PHYSICS, 2011, 134 (22)
[10]   Orientation-averaged pair potentials between dipolar proteins or colloids [J].
Bratko, D ;
Striolo, A ;
Wu, JZ ;
Blanch, HW ;
Prausnitz, JM .
JOURNAL OF PHYSICAL CHEMISTRY B, 2002, 106 (10) :2714-2720