Related Experiment Video
Updated: Sep 29, 2025

Author Spotlight: Exploring Cellular Processes by Modeling Ligands in Cryo-EM Maps
Published on: July 19, 2024
Ligand binding remodels protein side-chain conformational heterogeneity
Stephanie A Wankowicz1,2, Saulo H de Oliveira3, Daniel W Hogan1
1Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, United States.
Protein conformational heterogeneity impacts biological function but is hard to quantify. This study quantifies it using X-ray diffraction, revealing how ligand binding alters protein flexibility and influences binding affinity.
Area of Science:
- Structural Biology
- Biophysics
- Computational Biology
Background:
- Protein conformational heterogeneity is crucial for biological functions like ligand binding but remains challenging to quantify.
- Macromolecular X-ray diffraction data, typically analyzed as static structures, can yield insights into both harmonic and anharmonic contributions to conformational dynamics.
Purpose of the Study:
- To quantitatively measure protein conformational heterogeneity in unbound versus ligand-bound states using multiconformer modeling.
- To investigate the relationship between ligand properties and protein flexibility changes upon binding.
- To explore how conformational heterogeneity propagates from the binding site in specific protein targets like CDK2.
Main Methods:
- Applied multiconformer modeling to analyze time- and space-averaged electron density from 743 matched crystallographic datasets (apo and holo states).
- Compared side-chain conformational heterogeneity between unbound and ligand-bound protein structures.
- Correlated observed protein flexibility changes with specific ligand properties (hydrogen bonds, hydrophobicity) and inhibitor features in CDK2 structures.
Main Results:
- Ligand binding induced increased flexibility in residues distant from the binding site when local binding site residues became more rigid, particularly in buried regions.
- Protein flexibility increased as the number of hydrogen bonds decreased and relative hydrophobicity increased with ligand properties.
- Conformational heterogeneity in CDK2 structures correlated with inhibitor features, demonstrating propagation of flexibility changes away from the binding site.
Conclusions:
- Findings support models where residual side-chain entropy modulates ligand binding affinity.
- Highlight the necessity of integrating both static conformational changes and dynamic conformational heterogeneity into ligand-binding models.
- Suggests X-ray diffraction, when analyzed with multiconformer modeling, is a powerful tool for characterizing protein dynamics relevant to function.
Related Concept Videos
Ligand Binding Sites
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
Ligand Binding and Linkage
Cooperative Allosteric Transitions
Conserved Binding Sites
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally...
Assembly of Signaling Complexes
Interaction domains in cell signaling
Interaction domains recognize exposed features of their binding partners containing post-translationally modified sequences,...
Ligand-Gated Ion Channel Receptor: Gating Mechanism

