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click hereA Computational Approach for Identification and Validation of Antibacterial Compounds Targeting DHFR Enzyme Using Molecular Docking and Dynamics
Antimicrobial drugs are
essential to combat bacterial pathogens responsible for millions of deaths
annually. However, the global rise in antibiotic resistance has rendered many
treatment strategies ineffective, necessitating the urgent discovery of novel
antibacterial agents. In this study, we investigated gut bacterial strains as
potential sources of bioactive compounds, given their emerging role as prolific
producers of antimicrobial substances. Secondary metabolites were initially
isolated from Bacillus subtilis, a strain previously obtained from the
human gut. These metabolites were evaluated for their antibacterial activity
against three pathogenic bacteria—Escherichia coli, Salmonella typhi,
and Staphylococcus aureus—using in vitro assays. Our findings
demonstrated significant antibacterial activity. GC-MS analysis of B.
subtilis identified 18 bioactive compounds and further exploration of the B.
subtilis metabolome identified 75 additional compounds in public databases.
These compounds were docked against DHFR, as inhibitors of DHFR is proven effective for treating
bacterial infections. Among these compounds, one compound, CID: 99896
(pyrrolo[1,2-a]pyrazine-1,4-dione, hexahydro-3-(phenylmethyl)), displayed
superior binding energy (-8.680 kcal/mol) against S. aureus DHFR
compared to the standard drug trimethoprim (-7.895 kcal/mol).Protein-ligands
complex were subjected to MD simulations for 100 ns to confirm their rigidity
and stability by exploring root mean square deviations, root mean square
fluctuations, solvent accessible surface area, radius of gyration and hydrogen
bond analysis from simulation trajectories. MD simulation suggests that
potential inhibitor of DHFR enzyme would prevent the bacteria from completing their
life cycle. Further in vitro and in vivo studies are warranted to
evaluate the therapeutic potential of this compound for treating
multidrug-resistant bacterial infections.
| Details | |||
| Role | Supervisor | ||
|---|---|---|---|
| Class / Degree | Bachelor | ||
| Students | Muhd. Gazi Nazmur Raiyan | ||
| Start Date | 20th March, 2024 | ||
| End Date | 24th December, 2024 | ||