Predicting High-Concentration Interactions of Monoclonal Antibody Solutions: Comparison of Theoretical Approaches for Strongly Attractive Versus Repulsive Conditions

被引:22
作者
Calero-Rubio, Cesar [1 ,3 ]
Saluja, Atul [2 ,3 ]
Sahin, Erinc [2 ]
Roberts, Christopher J. [1 ]
机构
[1] Univ Delaware, Dept Chem & Biomol Engn, Newark, DE 19716 USA
[2] Bristol Myers Squibb, Drug Prod Sci & Technol, New Brunswick, NJ 08901 USA
[3] Sanofi, Biol Drug Prod Dev & Mfg, Framingham, MA 01701 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
PROTEIN-PROTEIN INTERACTIONS; 2ND VIRIAL-COEFFICIENTS; AGGREGATION RATES; PHASE-BEHAVIOR; ALPHA-CHYMOTRYPSINOGEN; CLUSTER FORMATION; SELF-ASSOCIATION; VISCOSITY; DILUTE; CRYSTALLIZATION;
D O I
10.1021/acs.jpcb.9b03779
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
Nonspecific protein-protein interactions of a monoclonal antibody were quantified experimentally using light scattering from low to high protein concentrations (c(2)) and compared with prior work for a different antibody that yielded qualitatively different behavior. The c(2) dependence of the excess Rayleigh ratio (R-ex) provided the osmotic second virial coefficient (B-22) at low c(2) and the static structure factor (S-q=0) at high c(2), as a function of solution pH, total ionic strength (TIS), and sucrose concentration. Net repulsive interactions were observed at pH 5, with weaker repulsions at higher TIS. Conversely, attractive electrostatic interactions were observed at pH 6.5, with weaker attractions at higher TIS. Refined coarse-grained models were used to fit model parameters using experimental B-22 versus TIS data. The parameters were used to predict high-c(2) R-ex values via Monte Carlo simulations and separately with Mayer-sampling calculations of higher-order virial coefficients. For both methods, predictions for repulsive to mildly attractive conditions were quantitatively accurate. However, only qualitatively accurate predictions were practical for strongly attractive conditions. An alternative, higher resolution model was used to show semiquantitatively and quantitatively accurate predictions of strong electrostatic attractions at low c(2) and low ionic strength.
引用
收藏
页码:5709 / 5720
页数:12
相关论文
共 64 条
  • [1] Nucleation, growth, and activation energies for seeded and unseeded aggregation of α-chymotrypsinogen A
    Andrews, Jennifer M.
    Weiss, William F.
    Roberts, Christopher J.
    [J]. BIOCHEMISTRY, 2008, 47 (08) : 2397 - 2403
  • [2] [Anonymous], 1992, Statistical Thermodynamics for Chemists and Biochemists
  • [3] [Anonymous], 2000, STAT MECH
  • [4] Acetate- and Citrate-Specific Ion Effects on Unfolding and Temperature-Dependent Aggregation Rates of Anti-Streptavidin IgG1
    Barnett, Gregory V.
    Razinkov, Vladimir I.
    Kerwin, Bruce A.
    Hillsley, Alexander
    Roberts, Christopher J.
    [J]. JOURNAL OF PHARMACEUTICAL SCIENCES, 2016, 105 (03) : 1066 - 1073
  • [5] Structural Changes and Aggregation Mechanisms for Anti-Streptavidin IgG1 at Elevated Concentration
    Barnett, Gregory V.
    Qi, Wei
    Amin, Samiul
    Lewis, E. Neil
    Razinkov, Vladimir I.
    Kerwin, Bruce A.
    Liu, Yun
    Roberts, Christopher J.
    [J]. JOURNAL OF PHYSICAL CHEMISTRY B, 2015, 119 (49) : 15150 - 15163
  • [6] Protein-Protein Interactions in Dilute to Concentrated Solutions: α-Chymotrypsinogen in Acidic Conditions
    Blanco, Marco A.
    Perevozchikova, Tatiana
    Martorana, Vincenzo
    Manno, Mauro
    Roberts, Christopher J.
    [J]. JOURNAL OF PHYSICAL CHEMISTRY B, 2014, 118 (22) : 5817 - 5831
  • [7] Coarse-Grained Model for Colloidal Protein Interactions, B22, and Protein Cluster Formation
    Blanco, Marco A.
    Sahin, Erinc
    Robinson, Anne S.
    Roberts, Christopher J.
    [J]. JOURNAL OF PHYSICAL CHEMISTRY B, 2013, 117 (50) : 16013 - 16028
  • [8] Reexamining protein-protein and protein-solvent interactions from Kirkwood-Buff analysis of light scattering in multi-component solutions
    Blanco, Marco A.
    Sahin, Erinc
    Li, Yi
    Roberts, Christopher J.
    [J]. JOURNAL OF CHEMICAL PHYSICS, 2011, 134 (22)
  • [9] Orientation-averaged pair potentials between dipolar proteins or colloids
    Bratko, D
    Striolo, A
    Wu, JZ
    Blanch, HW
    Prausnitz, JM
    [J]. JOURNAL OF PHYSICAL CHEMISTRY B, 2002, 106 (10) : 2714 - 2720
  • [10] Predicting Protein-Protein Interactions of Concentrated Antibody Solutions Using Dilute Solution Data and Coarse-Grained Molecular Models
    Calero-Rubio, Cesar
    Ghosh, Ranendu
    Saluja, Atul
    Roberts, Christopher J.
    [J]. JOURNAL OF PHARMACEUTICAL SCIENCES, 2018, 107 (05) : 1269 - 1281