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Updated: Nov 19, 2025

08:49
Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
773
DINC-COVID: A webserver for ensemble docking with flexible SARS-CoV-2 proteins
Biorxiv : the Preprint Server for Biology
|January 27, 2021
Summary
This study introduces a computational tool for ensemble docking of SARS-CoV-2 proteins, addressing receptor flexibility. The DINC tool generates and scores plausible binding modes for drug discovery against viral targets.
Area of Science:
- Computational Biology
- Drug Discovery
- Structural Biology
Background:
- SARS-CoV-2 protein inhibitors computational identification often neglects receptor flexibility.
- Key SARS-CoV-2 proteins targeted include main protease (Mpro), papain-like protease (PLpro), and RNA-dependent RNA polymerase (RdRp).
Approach:
- Implemented a computational tool for ensemble docking against SARS-CoV-2 proteins.
- Utilized DINC, a parallelized meta-docking tool, to generate binding modes considering ligand and receptor flexibility.
- Scored binding modes using three scoring functions.
Key Points:
- Ensemble docking accounts for receptor flexibility, a crucial factor in inhibitor identification.
- DINC provides a user-friendly interface for docking against ensembles of SARS-CoV-2 proteins.
- Plausible binding modes are generated and scored, facilitating drug design.
Conclusions:
- The developed ensemble docking approach enhances computational drug discovery for SARS-CoV-2.
- The DINC tool and protein ensembles are available at dinc-covid.kavrakilab.org.
- This method offers a more accurate way to identify potential inhibitors by including protein flexibility.
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