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Updated: Apr 28, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Target Flexibility in RNA-Ligand Docking Modeled by Elastic Potential Grids
Dennis M Krüger1, Johannes Bergs1, Sina Kazemi1
1Department of Mathematics and Natural Sciences, Institute of Pharmaceutical and Medicinal Chemistry, Heinrich-Heine-University , Universitätsstrasse 1, 40225 Düsseldorf, Germany.
This study introduces a novel method for RNA-ligand docking that models RNA flexibility using elastic potential grids. This approach accurately predicts RNA conformational changes, improving drug design strategies.
Area of Science:
- Biochemistry
- Computational Biology
- Drug Discovery
Background:
- The inherent flexibility of RNA poses significant challenges for structure-based drug design.
- Accurate modeling of RNA conformational changes is crucial for effective RNA-targeted therapeutics.
Purpose of the Study:
- To develop and validate a computational approach for modeling RNA conformational changes during RNA-ligand docking.
- To enhance the accuracy and efficiency of RNA-ligand docking simulations.
Main Methods:
- Utilized potential grids represented as elastic bodies governed by Navier's equation to model RNA flexibility.
- Applied the approach to a dataset of 17 RNA-ligand complexes.
Main Results:
- The elastic body approach accurately describes RNA-ligand interactions, accommodating RNA movements up to 6 Å root-mean-square deviation (rmsd).
- Achieved twice the success rate of docking into apo structures and half the success rate of redocking to holo structures.
- Demonstrated applicability across different RNA-ligand complex classes due to robust parametrization.
Conclusions:
- The developed method offers an accurate and efficient way to model RNA flexibility in docking.
- This approach significantly improves RNA-ligand docking performance compared to static models.
- Facilitates structure-based drug design targeting flexible RNA molecules.
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