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Use of Viral Entry Assays and Molecular Docking Analysis for the Identification of Antiviral Candidates against Coxsackievirus A16
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Multi-Body Interactions in Molecular Docking Program Devised with Key Water Molecules in Protein Binding Sites.

Wei Xiao1,2, Disha Wang3, Zihao Shen2

  • 1School of Information Science and Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai 200237, China. xiaowei1012163@163.com.

Molecules (Basel, Switzerland)
|September 14, 2018
PubMed
Summary

This study introduces a novel multi-body docking program that accurately models protein-ligand interactions by including key water molecules. This approach enhances docking accuracy and screening efficiency compared to traditional methods.

Keywords:
multi-body dockingmulti-objective optimizationoptimization variableswater molecules

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Area of Science:

  • Computational Chemistry
  • Structural Biology
  • Drug Discovery

Background:

  • Traditional molecular docking methods often neglect the crucial role of water molecules in protein-ligand interactions.
  • Ignoring or oversimplifying water molecule contributions can significantly reduce the accuracy of docking simulations.

Purpose of the Study:

  • To develop and evaluate a multi-body docking program that explicitly incorporates key water molecules into protein-ligand binding simulations.
  • To improve the accuracy and efficiency of molecular docking by accounting for the dynamic influence of hydration.

Main Methods:

  • Developed a multi-body docking program utilizing the NSGA II multi-objective optimization algorithm.
  • Integrated a force-field-based, hydration-specific scoring function to estimate binding affinity.
  • Tested the program with fixed and variable numbers of key water molecules for optimization.

Main Results:

  • Achieved an 80.58% success rate for docking accuracy with ligands smaller than 2.0 Å when water molecule numbers were fixed.
  • Demonstrated good cross-docking accuracy and screening efficiency compared to existing programs.
  • Showcased comparable performance with variable numbers of water molecules, indicating flexibility and efficiency.

Conclusions:

  • The developed multi-body docking program effectively addresses the limitations of traditional methods by explicitly modeling water molecule participation in protein-ligand binding.
  • This approach offers a more accurate and reliable tool for computational drug discovery and molecular modeling.