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Antibody humanization by molecular dynamics simulations— in‐silico guided selection of critical backmutations
Author(s) -
Margreitter Christian,
Mayrhofer Patrick,
Kunert Renate,
Oostenbrink Chris
Publication year - 2016
Publication title -
journal of molecular recognition
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.401
H-Index - 79
eISSN - 1099-1352
pISSN - 0952-3499
DOI - 10.1002/jmr.2527
Subject(s) - in silico , computational biology , context (archaeology) , monoclonal antibody , complementarity determining region , antibody , binding affinities , molecular dynamics , selection (genetic algorithm) , chemistry , biology , computer science , genetics , biochemistry , machine learning , gene , paleontology , receptor , computational chemistry
Monoclonal antibodies represent the fastest growing class of biotherapeutic proteins. However, as they are often initially derived from rodent organisms, there is a severe risk of immunogenic reactions, hampering their applicability. The humanization of these antibodies remains a challenging task in the context of rational drug design. “Superhumanization” describes the direct transfer of the complementarity determining regions to a human germline framework, but this humanization approach often results in loss of binding affinity. In this study, we present a new approach for predicting promising backmutation sites using molecular dynamics simulations of the model antibody Ab2/3H6. The simulation method was developed in close conjunction with novel specificity experiments. Binding properties of mAb variants were evaluated directly from crude supernatants and confirmed using established binding affinity assays for purified antibodies. Our approach provides access to the dynamical features of the actual binding sites of an antibody, based solely on the antibody sequence. Thus we do not need structural data on the antibody–antigen complex and circumvent cumbersome methods to assess binding affinities. © 2016 The Authors Journal of Molecular Recognition Published by John Wiley & Sons Ltd.