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Updated: Oct 17, 2025

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Conformational variability in proteins bound to single-stranded DNA: A new benchmark for new docking perspectives
Dominique Mias-Lucquin1, Isaure Chauvot de Beauchene1,2
1LORIA, Universite de Lorraine, Vandœuvre-lès-Nancy, France.
This study created a new benchmark of protein-ssDNA interactions, analyzing protein conformational changes upon DNA binding. This resource aims to enhance computational docking tools for molecular interactions.
Area of Science:
- Structural Biology
- Bioinformatics
- Computational Chemistry
Background:
- Protein-single-stranded DNA (ssDNA) interactions are crucial in various biological processes.
- Understanding these interactions requires accurate computational models, particularly for docking.
- Existing benchmarks may not fully capture the conformational dynamics involved in protein-ssDNA binding.
Purpose of the Study:
- To develop a comprehensive benchmark of protein-ssDNA structures from the Protein Data Bank (PDB).
- To analyze protein conformational changes induced by ssDNA binding.
- To assess intrinsic conformational variability versus binding-induced modifications and improve docking tools.
Main Methods:
- Collected protein-ssDNA structures from the PDB, focusing on bound states due to ssDNA flexibility.
- Established 91 sequence-identity groups for comparative analysis of bound and unbound protein structures.
- Studied protein conformational changes using structural data and performed docking simulations with ATTRACT software.
Main Results:
- A novel multi-conformational docking benchmark for protein-ssDNA interactions was established.
- Conformational changes in proteins upon ssDNA binding were systematically investigated.
- The benchmark allows for the assessment of intrinsic protein flexibility versus binding-induced alterations.
Conclusions:
- The developed benchmark is a valuable resource for studying protein-ssDNA interactions.
- It facilitates the improvement of computational docking tools for these systems.
- This work represents a significant step in understanding the structural basis of ssDNA-protein recognition.
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