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Updated: Apr 12, 2026

Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
Published on: July 25, 2013
Binding affinities controlled by shifting conformational equilibria: opportunities and limitations.
Servaas Michielssens1, Bert L de Groot2, Helmut Grubmüller2
1Department of Theoretical and Computational Biophysics, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany; Department of Chemistry, Katholieke Universiteit Leuven, Leuven, Belgium.
Conformational selection, a key mechanism in molecular recognition, is now being explored for protein/ligand design. This study introduces a thermodynamic approach to predict and analyze how conformational shifts impact binding affinity.
Area of Science:
- Biochemistry and Molecular Biology
- Computational Chemistry
- Structural Biology
Background:
- Conformational selection is a fundamental mechanism explaining molecular recognition and protein-ligand binding.
- Despite its importance, conformational selection is underutilized in rational protein and ligand design strategies.
- Existing methods often struggle to isolate the specific contribution of conformational changes to binding affinity.
Purpose of the Study:
- To explore the potential and limitations of utilizing conformational selection principles in molecular design.
- To develop a thermodynamic approach for predicting the impact of conformational shifts on binding affinity.
- To differentiate the effects of conformational shifts from other factors influencing binding.
Main Methods:
- Application of specialized thermodynamic cycles to model molecular interactions.
- Quantitative prediction of binding affinity changes induced by conformational alterations.
- Analysis of ubiquitin mutants to validate the method's accuracy in diverse complexes.
Main Results:
- The developed thermodynamic approach successfully predicts the influence of conformational shifts on binding affinity.
- The method effectively disentangles the specific contribution of conformational changes from other binding determinants.
- Analysis of six ubiquitin mutants revealed the precise role of conformational selection in their binding affinities.
Conclusions:
- Design strategies can be enhanced by explicitly considering and manipulating conformational selection.
- The thermodynamic framework provides a powerful tool for understanding and engineering molecular recognition.
- This work opens new avenues for optimizing protein-ligand interactions through targeted conformational modulation.
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