Self-Interactions of Two Monoclonal Antibodies: Small-Angle X-ray Scattering, Light Scattering, and Coarse-Grained Modeling

被引:7
作者
Mahapatra, Sujata [1 ,2 ,3 ]
Polimeni, Marco [4 ]
Gentiluomo, Lorenzo [5 ,6 ,7 ]
Roessner, Dierk [5 ]
Friess, Wolfgang [6 ]
Peters, Guenther H. J. [2 ]
Streicher, Werner W. [1 ,8 ]
Lund, Mikael [4 ,9 ]
Harris, Pernille [2 ,10 ]
机构
[1] Novozymes AS, DK-2800 Lyngby, Denmark
[2] Tech Univ Denmark, Dept Chem, DK-2800 Lyngby, Denmark
[3] Dept Mol Biol & Genet, Gustav Wieds Vej 10,Bldg 3135,1-14, DK-8000 Aarhus C, Denmark
[4] Lund Univ, Dept Chem, Div Theoret Chem, S-22362 Lund, Sweden
[5] Wyatt Technol Europe GmbH, D-56307 Dernbach, Germany
[6] Ludwig Maximilians Univ Munchen, Dept Pharm Pharmaceut Technol & Biopharmaceut, D-81377 Munich, Germany
[7] Coriolis Pharma, Fraunhoferstr 18B, D-82152 Munich, Germany
[8] NanoTemper Technol GmbH, Floessergasse 4, D-81369 Munich, Germany
[9] Lund Univ, Adv Xray & Neutron Sci LINXS, S-22370 Lund, Sweden
[10] Univ Copenhagen, Dept Chem, Univ Pk 5, DK-2100 Copenhagen, Denmark
基金
欧盟地平线“2020”;
关键词
monoclonal antibodies; light scattering; small-angle X-ray scattering; Monte Carlo simulations; course-grained modeling; osmotic second virial coefficient; structure factor; colloidal stability; protein aggregation; PROTEIN-PROTEIN INTERACTIONS; IONIC-STRENGTH; FORMULATION; ELECTROSTATICS; AGGREGATION; ASSOCIATION; SIMULATION; SUITE;
D O I
10.1021/acs.molpharmaceut.1c00627
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Using light scattering (LS), small-angle X- ray scattering (SAXS), and coarse-grained Monte Carlo (MC) simulations, we studied the self-interactions of two monoclonal antibodies (mAbs), PPI03 and PPI13. With LS measurements, we obtained the osmotic second virial coefficient, B-22, and the molecular weight, Mw, of the two mAbs, while with SAXS measurements, we studied the mAbs' self-interaction behavior in the high protein concentration regime up to 125 g/L. Through SAXS-derived coarse-grained representations of the mAbs, we performed MC simulations with either a one-protein or a twoprotein model to predict B-22. By comparing simulation and experimental results, we validated our models and obtained insights into the mAbs' self-interaction properties, highlighting the role of both ion binding and charged patches on the mAb surfaces. Our models provide useful information about mAbs' self-interaction properties and can assist the screening of conditions driving to colloidal stability.
引用
收藏
页码:508 / 519
页数:12
相关论文
共 57 条
  • [11] Electrostatically Mediated Protein-Protein Interactions for Monoclonal Antibodies: A Combined Experimental and Coarse-Grained Molecular Modeling Approach
    Ferreira, Glenn M.
    Calero-Rubio, Cesar
    Sathish, Hasige A.
    Remmele, Richard L., Jr.
    Roberts, Christopher J.
    [J]. JOURNAL OF PHARMACEUTICAL SCIENCES, 2019, 108 (01) : 120 - 132
  • [12] Immunogenicity of Aggregates of Recombinant Human Growth Hormone in Mouse Models
    Fradkin, Amber Haynes
    Carpenter, John F.
    Randolph, Theodore W.
    [J]. JOURNAL OF PHARMACEUTICAL SCIENCES, 2009, 98 (09) : 3247 - 3264
  • [13] ATSAS 2.8: a comprehensive data analysis suite for small-angle scattering from macromolecular solutions
    Franke, D.
    Petoukhov, M. V.
    Konarev, P. V.
    Panjkovich, A.
    Tuukkanen, A.
    Mertens, H. D. T.
    Kikhney, A. G.
    Hajizadeh, N. R.
    Franklin, J. M.
    Jeffries, C. M.
    Svergun, D. I.
    [J]. JOURNAL OF APPLIED CRYSTALLOGRAPHY, 2017, 50 : 1212 - 1225
  • [14] THE POTENTIAL OF AN INFINITE ROD-LIKE MOLECULE AND THE DISTRIBUTION OF THE COUNTER IONS
    FUOSS, RM
    KATCHALSKY, A
    LIFSON, S
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1951, 37 (09) : 579 - 589
  • [15] ExPASy: the proteomics server for in-depth protein knowledge and analysis
    Gasteiger, E
    Gattiker, A
    Hoogland, C
    Ivanyi, I
    Appel, RD
    Bairoch, A
    [J]. NUCLEIC ACIDS RESEARCH, 2003, 31 (13) : 3784 - 3788
  • [16] Advancing Therapeutic Protein Discovery and Development through Comprehensive Computational and Biophysical Characterization
    Gentiluomo, Lorenzo
    Svilenov, Hristo L.
    Augustijn, Dillen
    El Bialy, Inas
    Greco, Maria Laura
    Kulakova, Alina
    Indrakumar, Sowmya
    Mahapatra, Sujata
    Morales, Marcello Martinez
    Pohl, Christin
    Roche, Aisling
    Tosstorff, Andreas
    Curtis, Robin
    Derrick, Jeremy P.
    Norgaard, Allan
    Khan, Tarik A.
    Peters, Gunther H. J.
    Pluen, Alain
    Rinnan, Asmund
    Streicher, Werner W.
    van der Walle, Christopher F.
    Uddin, Shahid
    Winter, Gerhard
    Roessner, Dierk
    Harris, Pernille
    Friess, Wolfgang
    [J]. MOLECULAR PHARMACEUTICS, 2020, 17 (02) : 426 - 440
  • [17] Hansen J. P., 2006, Theory of Simple Liquids, V3
  • [18] Efficient pressure estimation in molecular simulations without evaluating the virial
    Harismiadis, VI
    Vorholz, J
    Panagiotopoulos, AZ
    [J]. JOURNAL OF CHEMICAL PHYSICS, 1996, 105 (18) : 8469 - 8470
  • [19] VMD: Visual molecular dynamics
    Humphrey, W
    Dalke, A
    Schulten, K
    [J]. JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 1996, 14 (01) : 33 - 38
  • [20] Protein-Protein Interactions in Ovalbumin Solutions Studied by Small-Angle Scattering: Effect of Ionic Strength and the Chemical Nature of Cations
    Ianeselli, Luca
    Zhang, Fajun
    Skoda, Maximilian W. A.
    Jacobs, Robert M. J.
    Martin, Richard A.
    Callow, Shirley
    Prevost, Sylvain
    Schreiber, Frank
    [J]. JOURNAL OF PHYSICAL CHEMISTRY B, 2010, 114 (11) : 3776 - 3783