<HashMap><database>biostudies-literature</database><scores/><additional><omics_type>Unknown</omics_type><volume>12</volume><submitter>Sakyi PO</submitter><pubmed_abstract>The therapeutic challenges pertaining to leishmaniasis due to reported chemoresistance and toxicity necessitate the need to explore novel pathways to identify plausible inhibitory molecules. &lt;i>Leishmania donovani&lt;/i> 24-sterol methyltransferase (&lt;i>Ld&lt;/i>SMT) is vital for the synthesis of ergosterols, the main constituents of &lt;i>Leishmania&lt;/i> cellular membranes. So far, mammals have not been shown to possess SMT or ergosterols, making the pathway a prime candidate for drug discovery. The structural model of &lt;i>Ld&lt;/i>SMT was elucidated using homology modeling to identify potential novel 24-SMT inhibitors &lt;i>via&lt;/i> virtual screening, scaffold hopping, and &lt;i>de-novo&lt;/i> fragment-based design. Altogether, six potential novel inhibitors were identified with binding energies ranging from -7.0 to -8.4 kcal/mol with e-LEA3D using 22,26-azasterol and &lt;b>S1&lt;/b>-&lt;b>S4&lt;/b> obtained from scaffold hopping &lt;i>via&lt;/i> the ChEMBL, DrugBank, PubChem, ChemSpider, and ZINC15 databases. These ligands showed comparable binding energy to 22,26-azasterol (-7.6 kcal/mol), the main inhibitor of &lt;i>Ld&lt;/i>SMT. Moreover, all the compounds had plausible ligand efficiency-dependent lipophilicity (LELP) scores above 3. The binding mechanism identified Tyr92 to be critical for binding, and this was corroborated &lt;i>via&lt;/i> molecular dynamics simulations and molecular mechanics Poisson-Boltzmann surface area (MM-PBSA) calculations. The ligand &lt;b>A1&lt;/b> was predicted to possess antileishmanial properties with a probability of activity (Pa) of 0.362 and a probability of inactivity (Pi) of 0.066, while &lt;b>A5&lt;/b> and &lt;b>A6&lt;/b> possessed dermatological properties with Pa values of 0.205 and 0.249 and Pi values of 0.162 and 0.120, respectively. Structural similarity search &lt;i>via&lt;/i> DrugBank identified vabicaserin, daledalin, zanapezil, imipramine, and cefradine with antileishmanial properties suggesting that the &lt;i>de-novo&lt;/i> compounds could be explored as potential antileishmanial agents.</pubmed_abstract><journal>Frontiers in cellular and infection microbiology</journal><pagination>859981</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC9201040</full_dataset_link><repository>biostudies-literature</repository><pubmed_title>Homology Modeling, &lt;i>de Novo&lt;/i> Design of Ligands, and Molecular Docking Identify Potential Inhibitors of &lt;i>Leishmania donovani&lt;/i> 24-Sterol Methyltransferase.</pubmed_title><pmcid>PMC9201040</pmcid><pubmed_authors>Miller WA</pubmed_authors><pubmed_authors>Wilson MD</pubmed_authors><pubmed_authors>Kwofie SK</pubmed_authors><pubmed_authors>Broni E</pubmed_authors><pubmed_authors>Amewu RK</pubmed_authors><pubmed_authors>Sakyi PO</pubmed_authors></additional><is_claimable>false</is_claimable><name>Homology Modeling, &lt;i>de Novo&lt;/i> Design of Ligands, and Molecular Docking Identify Potential Inhibitors of &lt;i>Leishmania donovani&lt;/i> 24-Sterol Methyltransferase.</name><description>The therapeutic challenges pertaining to leishmaniasis due to reported chemoresistance and toxicity necessitate the need to explore novel pathways to identify plausible inhibitory molecules. &lt;i>Leishmania donovani&lt;/i> 24-sterol methyltransferase (&lt;i>Ld&lt;/i>SMT) is vital for the synthesis of ergosterols, the main constituents of &lt;i>Leishmania&lt;/i> cellular membranes. So far, mammals have not been shown to possess SMT or ergosterols, making the pathway a prime candidate for drug discovery. The structural model of &lt;i>Ld&lt;/i>SMT was elucidated using homology modeling to identify potential novel 24-SMT inhibitors &lt;i>via&lt;/i> virtual screening, scaffold hopping, and &lt;i>de-novo&lt;/i> fragment-based design. Altogether, six potential novel inhibitors were identified with binding energies ranging from -7.0 to -8.4 kcal/mol with e-LEA3D using 22,26-azasterol and &lt;b>S1&lt;/b>-&lt;b>S4&lt;/b> obtained from scaffold hopping &lt;i>via&lt;/i> the ChEMBL, DrugBank, PubChem, ChemSpider, and ZINC15 databases. These ligands showed comparable binding energy to 22,26-azasterol (-7.6 kcal/mol), the main inhibitor of &lt;i>Ld&lt;/i>SMT. Moreover, all the compounds had plausible ligand efficiency-dependent lipophilicity (LELP) scores above 3. The binding mechanism identified Tyr92 to be critical for binding, and this was corroborated &lt;i>via&lt;/i> molecular dynamics simulations and molecular mechanics Poisson-Boltzmann surface area (MM-PBSA) calculations. The ligand &lt;b>A1&lt;/b> was predicted to possess antileishmanial properties with a probability of activity (Pa) of 0.362 and a probability of inactivity (Pi) of 0.066, while &lt;b>A5&lt;/b> and &lt;b>A6&lt;/b> possessed dermatological properties with Pa values of 0.205 and 0.249 and Pi values of 0.162 and 0.120, respectively. Structural similarity search &lt;i>via&lt;/i> DrugBank identified vabicaserin, daledalin, zanapezil, imipramine, and cefradine with antileishmanial properties suggesting that the &lt;i>de-novo&lt;/i> compounds could be explored as potential antileishmanial agents.</description><dates><release>2022-01-01T00:00:00Z</release><publication>2022</publication><modification>2026-05-09T14:34:51.018Z</modification><creation>2024-11-06T15:34:34.01Z</creation></dates><accession>S-EPMC9201040</accession><cross_references><pubmed>35719359</pubmed><doi>10.3389/fcimb.2022.859981</doi></cross_references></HashMap>