Related Experiment Video
Updated: Oct 25, 2026

Structure-Guided Design and Development of Novel Cyclophilin A Inhibitors and Ganoderiol-F Derivatives: An In-Silico Approach
Published on: June 23, 2026
Binding without Docking: Small-Molecule Binding Paths on Disordered Proteins
Adelie Louet1,2,3, Gerhard Hummer1,2, Michele Vendruscolo3
1Department of Theoretical Biophysics, Max Planck Institute of Biophysics, Frankfurt am Main, 60438Germany.
Abstract:
Disordered proteins are challenging targets for drug design because they lack well-defined binding pockets. Small molecules can bind them, but when the bound state remains conformationally heterogeneous, these interactions are not readily characterized in terms of conventional binding pockets. Here, we use the concept of binding paths to describe how small molecules interact with disordered proteins. A binding path is a stochastic sequence of transient residue clusters that a ligand engages as it diffuses across a disordered protein, with each cluster forming and breaking up on time scales comparable to the overall residence time. We formalize this approach using a Markov state model (MSM), in which each state corresponds to a set of residues simultaneously contacting the ligand and the transition probabilities capture how the ligand moves between these sets. We apply this framework to the interactions of 10074-G5 with Aβ42 and of fasudil with α-synuclein, two disordered proteins associated with Alzheimer's disease and Parkinson's disease, respectively. The MSM enables both a dynamic mapping of transient binding sites and a calculation of dissociation constants consistent with experimental measurements. By generalizing the concept of static binding pockets to dynamic binding paths, this approach provides a quantitative framework for characterizing small-molecule binding by disordered proteins and for identifying druggable regions on these challenging targets.
Related Concept Videos
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 analyses the...
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 analyses the...
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 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
Protein-protein Interfaces
