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Targeting Mycobacterium Tuberculosis Enoyl‐Acyl Carrier Protein Reductase Using Computational Tools for Identification of Potential Inhibitor and their Biological Activity
- Source :
- Molecular Informatics. 40:2000211
- Publication Year :
- 2020
- Publisher :
- Wiley, 2020.
-
Abstract
- Enoyl-acyl carrier protein reductase (InhA) of type II fatty acid synthase system is involved in the synthesis of mycolic acids which is a major component of the bacterial cell wall. Since they are the key enzymes playing a very significant role in the FASII pathway of the bacterium. In this study, we have developed a workflow for identification of InhA inhibitors by utilizing in silico virtual screening approaches based on various machine learning algorithms followed by pharmacophore based virtual screening. The hits screened from the models were further subjected to molecular docking. Further, based on the XP docking score best twenty compounds were subjected to molecular dynamics study. Finally, nine compounds were shortlisted on the basis of best stable ligand RMSD, c-alpha RMSD, and RMSF plot for biological evaluation studies. Experimental validation of the shortlisted compounds identified one compound JFD01724 having potent inhibitory activity and was able to inhibit the growth of mycobacterium tuberculosis. Further medicinal chemistry efforts may help to improve the inhibitory potency of the identified compound.
- Subjects :
- Models, Molecular
Enoyl-acyl carrier protein reductase
In silico
Molecular Dynamics Simulation
Ligands
01 natural sciences
Machine Learning
Mycobacterium tuberculosis
03 medical and health sciences
Bacterial Proteins
Structural Biology
Drug Discovery
Enzyme Inhibitors
030304 developmental biology
0303 health sciences
Virtual screening
biology
Chemistry
INHA
Organic Chemistry
Biological activity
biology.organism_classification
Enoyl-(Acyl-Carrier-Protein) Reductase (NADH)
0104 chemical sciences
Computer Science Applications
Molecular Docking Simulation
010404 medicinal & biomolecular chemistry
Biochemistry
Docking (molecular)
Molecular Medicine
Pharmacophore
Subjects
Details
- ISSN :
- 18681751 and 18681743
- Volume :
- 40
- Database :
- OpenAIRE
- Journal :
- Molecular Informatics
- Accession number :
- edsair.doi.dedup.....8ef2d9bfe8d71b62b585f5b4b71bb40a