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Harnessing computational and experimental approaches to identify potent hits against Leishmania donovani sterol C-24 methyltransferase from ChemBridge library.
- Source :
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Acta Tropica . Dec2024, Vol. 260, pN.PAG-N.PAG. 1p. - Publication Year :
- 2024
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Abstract
- • High-throughput screening has revolutionized drug discovery by rapidly sifting through vast libraries of chemical compounds to identify potential therapeutic leads. • Leishmaniasis belongs to a class of vector-borne diseases caused by protozoan parasites of the genus Leishmania. • The present study employs High-throughput screening strategy to identify potent hits against Leishmania donovani sterol C-24 methyltransferase from Chembridge library. • Three potent hits (IIIM-CB-14, IIIM-CB-29 , and IIIM-CB-45) were identified with 50 % inhibitory concentration (IC 50) ≤10 µg/mL. Leishmaniasis is a neglected tropical disease and is one of the major causes of mortality in poverty-stricken areas. A limited chemotherapeutics arsenal is available to tackle this deadly infection. Thus, identifying novel potent scaffolds using innovative strategies is the need of the hour. High-throughput screening (HTS) is a critical technique that can accelerate the process of drug discovery by evaluating millions of drug-like molecules using various automation tools and biological assays. In the present study, we have employed the HTS strategy to identify potent hits against Leishmania donovani sterol C-24 methyltransferase (LdSMT) from the in-house ChemBridge library. Firstly, a robust dataset was prepared with previously reported sterol C-24 methyltransferase inhibitors, belonging to diverse structural classes. Then, ligand-based virtual screening using similarity search was performed to screen the ChemBridge library having ∼20,000 molecules. This computational approach yielded 81 candidate compounds, which were selected for further molecular docking and biological evaluation. Anti-leishmanial assays revealed that out of 81 molecules, seven showed potential parasitic killing. Three molecules namely IIIM-CB-14, IIIM-CB-29 , and IIIM-CB-45 were the most potent ones with 50 % inhibitory concentration (IC 50) of 5.76, 8.08, and 10.64 µg/mL, respectively. SEM analyses suggest that these potent hits cause considerable morphological alterations. ADME studies of the potent hit molecules indicate that all the hits have considerable drug-likeness properties. Further, molecular dynamics studies were also performed to check the stable confirmation of LdSMT protein with the top two hits (IIIM-CB-14 and IIIM-CB-45). Thus, the present study harnesses computational and experimental approaches to unravel potent anti-leishmanial scaffolds. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 0001706X
- Volume :
- 260
- Database :
- Academic Search Index
- Journal :
- Acta Tropica
- Publication Type :
- Academic Journal
- Accession number :
- 181539830
- Full Text :
- https://doi.org/10.1016/j.actatropica.2024.107473