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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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. |
format | Online Article Text |
id | pubmed-7809352 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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