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Updated: May 21, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Balancing target flexibility and target denaturation in computational fragment-based inhibitor discovery
Theresa J Foster1, Alexander D MacKerell, Olgun Guvench
1Department of Pharmaceutical Sciences, University of New England College of Pharmacy, Portland, Maine 04103, USA.
Computational fragment-based drug design using molecular dynamics (MD) simulations can identify cryptic binding sites in flexible proteins like IL-2. Careful selection of molecular fragments and MD conditions is crucial to avoid protein denaturation and ensure accurate site identification.
Area of Science:
- Computational chemistry
- Structural biology
- Drug discovery
Background:
- Structure-based drug design faces challenges in accounting for target flexibility and identifying inhibitor binding "hot spots," particularly for protein-protein interactions.
- Computational fragment-based approaches using molecular dynamics (MD) simulations offer a promising solution but require optimized conditions to balance target flexibility and prevent denaturation.
Purpose of the Study:
- To identify optimal MD conditions for fragment-based drug design that allow for target flexibility while preventing denaturation.
- To validate these conditions using the cytokine IL-2, a protein with cryptic binding sites.
Main Methods:
- Utilized Site Identification by Ligand Competitive Saturation (SILCS), a computational fragment-based approach employing MD simulations.
- Optimized MD conditions to either prevent or identify and exclude trajectories with subtle protein denaturation.
- Employed hydrophobic fragments and acetonitrile as test fragments.
Main Results:
- Identified optimal MD conditions that successfully prevented IL-2 denaturation.
- SILCS with hydrophobic fragments accurately identified two known cryptic binding sites in IL-2.
- Acetonitrile, a water-miscible fragment, failed to identify binding sites and induced target denaturation, highlighting the importance of fragment selection.
Conclusions:
- Optimized MD conditions coupled with SILCS can effectively identify cryptic binding sites in flexible proteins without causing denaturation.
- The choice of molecular fragment is critical; hydrophobic fragments are suitable for identifying binding sites, whereas some water-miscible fragments may induce denaturation.
- This approach advances structure-based drug design for challenging targets like protein-protein interaction interfaces.
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