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Potential repurposing of four FDA approved compounds with antiplasmodial activity identified through proteome scale computational drug discovery and in vitro assay

Malaria elimination can benefit from time and cost-efficient approaches for antimalarials such as drug repurposing. In this work, 796 DrugBank compounds were screened against 36 Plasmodium falciparum targets using QuickVina-W. Hits were selected after rescoring using GRaph Interaction Matching (GRIM...

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Autores principales: Diallo, Bakary N’tji, Swart, Tarryn, Hoppe, Heinrich C., Tastan Bishop, Özlem, Lobb, Kevin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809352/
https://www.ncbi.nlm.nih.gov/pubmed/33446838
http://dx.doi.org/10.1038/s41598-020-80722-2
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author Diallo, Bakary N’tji
Swart, Tarryn
Hoppe, Heinrich C.
Tastan Bishop, Özlem
Lobb, Kevin
author_facet Diallo, Bakary N’tji
Swart, Tarryn
Hoppe, Heinrich C.
Tastan Bishop, Özlem
Lobb, Kevin
author_sort Diallo, Bakary N’tji
collection PubMed
description Malaria elimination can benefit from time and cost-efficient approaches for antimalarials such as drug repurposing. In this work, 796 DrugBank compounds were screened against 36 Plasmodium falciparum targets using QuickVina-W. Hits were selected after rescoring using GRaph Interaction Matching (GRIM) and ligand efficiency metrics: surface efficiency index (SEI), binding efficiency index (BEI) and lipophilic efficiency (LipE). They were further evaluated in Molecular dynamics (MD). Twenty-five protein–ligand complexes were finally retained from the 28,656 (36 × 796) dockings. Hit GRIM scores (0.58 to 0.78) showed their molecular interaction similarity to co-crystallized ligands. Minimum LipE (3), SEI (23) and BEI (7) were in at least acceptable thresholds for hits. Binding energies ranged from −6 to −11 kcal/mol. Ligands showed stability in MD simulation with good hydrogen bonding and favorable protein–ligand interactions energy (the poorest being −140.12 kcal/mol). In vitro testing showed 4 active compounds with two having IC(50) values in the single-digit μM range.
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spelling pubmed-78093522021-01-15 Potential repurposing of four FDA approved compounds with antiplasmodial activity identified through proteome scale computational drug discovery and in vitro assay Diallo, Bakary N’tji Swart, Tarryn Hoppe, Heinrich C. Tastan Bishop, Özlem Lobb, Kevin Sci Rep Article Malaria elimination can benefit from time and cost-efficient approaches for antimalarials such as drug repurposing. In this work, 796 DrugBank compounds were screened against 36 Plasmodium falciparum targets using QuickVina-W. Hits were selected after rescoring using GRaph Interaction Matching (GRIM) and ligand efficiency metrics: surface efficiency index (SEI), binding efficiency index (BEI) and lipophilic efficiency (LipE). They were further evaluated in Molecular dynamics (MD). Twenty-five protein–ligand complexes were finally retained from the 28,656 (36 × 796) dockings. Hit GRIM scores (0.58 to 0.78) showed their molecular interaction similarity to co-crystallized ligands. Minimum LipE (3), SEI (23) and BEI (7) were in at least acceptable thresholds for hits. Binding energies ranged from −6 to −11 kcal/mol. Ligands showed stability in MD simulation with good hydrogen bonding and favorable protein–ligand interactions energy (the poorest being −140.12 kcal/mol). In vitro testing showed 4 active compounds with two having IC(50) values in the single-digit μM range. Nature Publishing Group UK 2021-01-14 /pmc/articles/PMC7809352/ /pubmed/33446838 http://dx.doi.org/10.1038/s41598-020-80722-2 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Diallo, Bakary N’tji
Swart, Tarryn
Hoppe, Heinrich C.
Tastan Bishop, Özlem
Lobb, Kevin
Potential repurposing of four FDA approved compounds with antiplasmodial activity identified through proteome scale computational drug discovery and in vitro assay
title Potential repurposing of four FDA approved compounds with antiplasmodial activity identified through proteome scale computational drug discovery and in vitro assay
title_full Potential repurposing of four FDA approved compounds with antiplasmodial activity identified through proteome scale computational drug discovery and in vitro assay
title_fullStr Potential repurposing of four FDA approved compounds with antiplasmodial activity identified through proteome scale computational drug discovery and in vitro assay
title_full_unstemmed Potential repurposing of four FDA approved compounds with antiplasmodial activity identified through proteome scale computational drug discovery and in vitro assay
title_short Potential repurposing of four FDA approved compounds with antiplasmodial activity identified through proteome scale computational drug discovery and in vitro assay
title_sort potential repurposing of four fda approved compounds with antiplasmodial activity identified through proteome scale computational drug discovery and in vitro assay
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809352/
https://www.ncbi.nlm.nih.gov/pubmed/33446838
http://dx.doi.org/10.1038/s41598-020-80722-2
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