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Updated: Apr 6, 2026

Isothermal Titration Calorimetry for Measuring Macromolecule-Ligand Affinity
Published on: September 7, 2011
Computation of pH-dependent binding free energies
M Olivia Kim1, J Andrew McCammon1,2,3,4
1Department of Pharmacology, University of California San Diego, La Jolla, CA, 92093.
Protein-ligand binding can alter protonation states, making the process pH-dependent. This review highlights these binding-induced protonation changes and discusses methods to study pH-dependent protein-ligand interactions.
Area of Science:
- Biochemistry
- Computational Chemistry
- Structural Biology
Background:
- Protein-ligand binding influences surrounding electrostatic environments.
- Protonation state changes can occur upon complex formation, leading to pH-dependent binding.
- Standard computational methods often assume fixed protonation states, ignoring these dynamic changes.
Purpose of the Study:
- To highlight the significance of binding-induced protonation changes in protein-ligand association.
- To outline the physical origins and prevalence of these protonation alterations.
- To discuss theoretical frameworks for analyzing pH-dependent binding.
Main Methods:
- Review of existing literature on protein-ligand binding and protonation.
- Summary of theoretical pKa prediction methods.
- Discussion of theoretical approaches to examine pH dependence in binding.
Main Results:
- Binding-induced protonation changes are a significant, often overlooked, aspect of molecular interactions.
- The pH dependence of binding is directly linked to net proton transfer during complex formation.
- Various theoretical tools exist for pKa prediction and analyzing binding thermodynamics.
Conclusions:
- Understanding binding-induced protonation changes is crucial for accurate modeling of protein-ligand interactions.
- Theoretical frameworks are available to investigate and incorporate pH effects into binding studies.
- Future research should focus on integrating these pH-dependent effects into standard computational protocols.
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