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Updated: Jan 22, 2026

Determination of High-affinity Antibody-antigen Binding Kinetics Using Four Biosensor Platforms
Published on: April 17, 2017
Binding symmetry and surface flexibility mediate antibody self-association.
Joseph D Schrag1, Marie-Ève Picard2, Francis Gaudreault1
1Human Health Therapeutics Research Centre, National Research Council Canada , Montreal , QC H4P 2R2 , Canada.
Engineered antibody aggregation is driven by single amino acid changes that promote self-association via antigen-binding sites. Current in silico tools struggle to predict this native aggregation, necessitating improved algorithms.
Area of Science:
- Biochemistry
- Structural Biology
- Biopharmaceutical Development
Background:
- Solution stability of engineered biotherapeutics like monoclonal antibodies is crucial for manufacturability, efficacy, and safety.
- Understanding protein self-association mechanisms is key to developing predictive tools for drug development.
Purpose of the Study:
- To investigate the atomic-level mechanisms of self-association in natively folded antibody fragments (Fabs).
- To identify factors contributing to differing aggregation propensities in antibody variants.
- To evaluate the accuracy of current in silico tools in predicting antibody aggregation.
Main Methods:
- Investigated affinity-matured full-size antibodies and their single amino-acid variants.
- Performed biophysical testing on antigen-binding fragments (Fabs).
- Determined crystal structures (PDB: 6MXR, 6MXS, 6MY4, 6MY5).
- Utilized hydrogen-exchange mass spectrometry for structural analysis.
- Tested existing in silico aggregation prediction tools.
Main Results:
- Antibody variants with single amino acid changes exhibited significantly different aggregation behaviors.
- Fabs from aggregating antibodies showed reversible self-association in the low-micromolar range.
- Fab self-association occurred through complementarity-determining regions in a symmetric manner.
- Point mutations induced local conformational changes, creating complementary interfaces for dimerization.
- In silico tools demonstrated low reliability in predicting observed aggregation propensities.
Conclusions:
- Single amino acid substitutions can drastically alter antibody aggregation propensity through specific interface formation.
- Current in silico prediction methods are insufficient for native antibody aggregation.
- Further development of predictive algorithms should incorporate intermolecular docking, flexibility, and packing interactions.
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