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Updated: Mar 8, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Docking of Macrocycles: Comparing Rigid and Flexible Docking in Glide
Hiba Alogheli1, Gustav Olanders1, Wesley Schaal1
1Department of Medicinal Chemistry, Organic Pharmaceutical Chemistry, Uppsala University, BMC , Box 574, SE-751 23 Uppsala, Sweden.
Macrocyclic compounds are crucial for drug discovery. Glide flexible docking, with ring-templating, is recommended for accurately and efficiently docking these molecules compared to rigid docking methods.
Area of Science:
- Computational chemistry
- Drug discovery
- Molecular modeling
Background:
- Macrocyclic compounds are increasingly important in drug discovery.
- Docking large, flexible macrocycles presents computational challenges.
- Standard docking protocols may not be optimal for macrocycle conformation.
Purpose of the Study:
- To evaluate and compare different computational docking protocols for macrocyclic compounds.
- To determine the most accurate and efficient method for macrocycle-ligand docking.
- To assess the performance of Glide flexible docking against rigid docking methods.
Main Methods:
- Assembled screening and validation sets of macrocycle-protein complexes from the Protein Data Bank (PDB).
- Docked macrocycles using Glide flexible docking with ring-templating.
- Compared Glide flexible docking with rigid docking of pregenerated conformational ensembles from Macrocycle Conformational Sampling (MCS) and Monte Carlo Multiple Minimum (MCMM) searches.
- Evaluated docking accuracy using Root Mean Square Deviation (RMSD) against X-ray structures.
Main Results:
- Glide flexible docking achieved a median RMSD of 0.58 Å for top-scored poses on the screening set.
- No significant difference in accuracy was found between Glide flexible docking and rigid docking of MCS-generated conformations.
- Glide flexible docking was twice as fast as the MCS protocol for the screening set.
- The new Prime-MCS method was faster than MCS but generated suboptimal conformations for rigid docking.
Conclusions:
- Standard Glide flexible docking with prior ring-templating is recommended for docking macrocycles.
- This protocol offers a superior balance of speed, accuracy, and ease of setup compared to existing gold-standard rigid docking protocols.
- The findings provide valuable guidance for computational drug discovery efforts involving macrocyclic compounds.
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