Related Experiment Video
Updated: May 24, 2026

Pharmacophore Modeling for Targets with Extensive Ligand Libraries: A Case Study on SARS-CoV-2 Mpro
Published on: September 26, 2025
In silico modeling of ligand molecule for non structural 3 (NS3) protein target of flaviviruses
Shefali Agnihotri1, Ranjana Narula, Kaishiv Joshi
1Department of Bioinformatics, ADI Biosolution, Mohali, India 160059.
Unlabelled:
Flaviviruses are small, enveloped RNA viruses which cause a variety of diseases into animals and man. Despite the existence of licensed vaccines, yellow fever, Japanese encephalitis and tick-borne encephalitis also claim many thousands of victims each year across their vast endemic areas. A number of studies have already revealed that the non-structural NS3 serine protease is required for the maturation of the viral polyprotein and thus is a promising target for the development of antiviral inhibitors. Hence, the 3D structure of NS3 protein was modeled using homology modeling by MODELLER 9v7. Validation of the constructed NS3 protein models were done by PROCHECK, VERYFY3D and through ProSA calculations. Ligands for the catalytic triad (H51, D75, and S135) were designed using LIGBUILDER. The NS3 protein's catalytic triad was explored to find out the interactions pattern for inhibitor binding using molecular docking methodology using AUTODOCK Vina. The interactions of complex NS3protein-ligand conformations, including hydrogen bonds and the bond lengths were analyzed using Accelrys DS Visualizer software. Hence, from this observation, the novel molecule designed was observed to be the best ligand against the NS3 protein of flavivirus. This molecule may prove to be a potential identity in modulating disease manifestation for all the selected flavivirus members.
Abbreviations:
NCBI - National Centre for Biotechnological Information, BLAST - Basic Local Alignment Search Tool, DOPE - Discrete optimized protein energy, GROMOS96 - GROningen MOlecular Simulation package, SAVS - Structure Analysis and Validation Server.
Related Concept Videos
Ligand Binding Sites
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
Ligand Binding Sites
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...

