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Computational Chemogenomics Drug Repositioning Strategy Enables the Discovery of Epirubicin as a New Repurposed Hit for Plasmodium falciparum and P. vivax
Widespread resistance against antimalarial drugs thwarts current efforts for controlling the disease and urges the discovery of new effective treatments. Drug repositioning is increasingly becoming an attractive strategy since it can reduce costs, risks, and time-to-market. Herein, we have used this...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society for Microbiology
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7449180/ https://www.ncbi.nlm.nih.gov/pubmed/32601162 http://dx.doi.org/10.1128/AAC.02041-19 |
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author | Ferreira, Letícia Tiburcio Rodrigues, Juliana Cassiano, Gustavo Capatti Tavella, Tatyana Almeida Tomaz, Kaira Cristina Peralis Baia-da-Silva, Djane Clarys Souza, Macejane Ferreira Lima, Marilia Nunes do Nascimento Mottin, Melina Almeida, Ludimila Dias Calit, Juliana Puça, Maria Carolina Silva de Barros Melo, Gisely Cardoso Bargieri, Daniel Youssef Lopes, Stefanie Costa Pinto Lacerda, Marcus Vinicius Guimarães Bilsland, Elizabeth Sunnerhagen, Per Neves, Bruno Junior Andrade, Carolina Horta Cravo, Pedro Vitor Lemos Costa, Fabio Trindade Maranhão |
author_facet | Ferreira, Letícia Tiburcio Rodrigues, Juliana Cassiano, Gustavo Capatti Tavella, Tatyana Almeida Tomaz, Kaira Cristina Peralis Baia-da-Silva, Djane Clarys Souza, Macejane Ferreira Lima, Marilia Nunes do Nascimento Mottin, Melina Almeida, Ludimila Dias Calit, Juliana Puça, Maria Carolina Silva de Barros Melo, Gisely Cardoso Bargieri, Daniel Youssef Lopes, Stefanie Costa Pinto Lacerda, Marcus Vinicius Guimarães Bilsland, Elizabeth Sunnerhagen, Per Neves, Bruno Junior Andrade, Carolina Horta Cravo, Pedro Vitor Lemos Costa, Fabio Trindade Maranhão |
author_sort | Ferreira, Letícia Tiburcio |
collection | PubMed |
description | Widespread resistance against antimalarial drugs thwarts current efforts for controlling the disease and urges the discovery of new effective treatments. Drug repositioning is increasingly becoming an attractive strategy since it can reduce costs, risks, and time-to-market. Herein, we have used this strategy to identify novel antimalarial hits. We used a comparative in silico chemogenomics approach to select Plasmodium falciparum and Plasmodium vivax proteins as potential drug targets and analyzed them using a computer-assisted drug repositioning pipeline to identify approved drugs with potential antimalarial activity. Among the seven drugs identified as promising antimalarial candidates, the anthracycline epirubicin was selected for further experimental validation. Epirubicin was shown to be potent in vitro against sensitive and multidrug-resistant P. falciparum strains and P. vivax field isolates in the nanomolar range, as well as being effective against an in vivo murine model of Plasmodium yoelii. Transmission-blocking activity was observed for epirubicin in vitro and in vivo. Finally, using yeast-based haploinsufficiency chemical genomic profiling, we aimed to get insights into the mechanism of action of epirubicin. Beyond the target predicted in silico (a DNA gyrase in the apicoplast), functional assays suggested a GlcNac-1-P-transferase (GPT) enzyme as a potential target. Docking calculations predicted the binding mode of epirubicin with DNA gyrase and GPT proteins. Epirubicin is originally an antitumoral agent and presents associated toxicity. However, its antiplasmodial activity against not only P. falciparum but also P. vivax in different stages of the parasite life cycle supports the use of this drug as a scaffold for hit-to-lead optimization in malaria drug discovery. |
format | Online Article Text |
id | pubmed-7449180 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Society for Microbiology |
record_format | MEDLINE/PubMed |
spelling | pubmed-74491802020-09-09 Computational Chemogenomics Drug Repositioning Strategy Enables the Discovery of Epirubicin as a New Repurposed Hit for Plasmodium falciparum and P. vivax Ferreira, Letícia Tiburcio Rodrigues, Juliana Cassiano, Gustavo Capatti Tavella, Tatyana Almeida Tomaz, Kaira Cristina Peralis Baia-da-Silva, Djane Clarys Souza, Macejane Ferreira Lima, Marilia Nunes do Nascimento Mottin, Melina Almeida, Ludimila Dias Calit, Juliana Puça, Maria Carolina Silva de Barros Melo, Gisely Cardoso Bargieri, Daniel Youssef Lopes, Stefanie Costa Pinto Lacerda, Marcus Vinicius Guimarães Bilsland, Elizabeth Sunnerhagen, Per Neves, Bruno Junior Andrade, Carolina Horta Cravo, Pedro Vitor Lemos Costa, Fabio Trindade Maranhão Antimicrob Agents Chemother Experimental Therapeutics Widespread resistance against antimalarial drugs thwarts current efforts for controlling the disease and urges the discovery of new effective treatments. Drug repositioning is increasingly becoming an attractive strategy since it can reduce costs, risks, and time-to-market. Herein, we have used this strategy to identify novel antimalarial hits. We used a comparative in silico chemogenomics approach to select Plasmodium falciparum and Plasmodium vivax proteins as potential drug targets and analyzed them using a computer-assisted drug repositioning pipeline to identify approved drugs with potential antimalarial activity. Among the seven drugs identified as promising antimalarial candidates, the anthracycline epirubicin was selected for further experimental validation. Epirubicin was shown to be potent in vitro against sensitive and multidrug-resistant P. falciparum strains and P. vivax field isolates in the nanomolar range, as well as being effective against an in vivo murine model of Plasmodium yoelii. Transmission-blocking activity was observed for epirubicin in vitro and in vivo. Finally, using yeast-based haploinsufficiency chemical genomic profiling, we aimed to get insights into the mechanism of action of epirubicin. Beyond the target predicted in silico (a DNA gyrase in the apicoplast), functional assays suggested a GlcNac-1-P-transferase (GPT) enzyme as a potential target. Docking calculations predicted the binding mode of epirubicin with DNA gyrase and GPT proteins. Epirubicin is originally an antitumoral agent and presents associated toxicity. However, its antiplasmodial activity against not only P. falciparum but also P. vivax in different stages of the parasite life cycle supports the use of this drug as a scaffold for hit-to-lead optimization in malaria drug discovery. American Society for Microbiology 2020-08-20 /pmc/articles/PMC7449180/ /pubmed/32601162 http://dx.doi.org/10.1128/AAC.02041-19 Text en Copyright © 2020 Ferreira et al. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Experimental Therapeutics Ferreira, Letícia Tiburcio Rodrigues, Juliana Cassiano, Gustavo Capatti Tavella, Tatyana Almeida Tomaz, Kaira Cristina Peralis Baia-da-Silva, Djane Clarys Souza, Macejane Ferreira Lima, Marilia Nunes do Nascimento Mottin, Melina Almeida, Ludimila Dias Calit, Juliana Puça, Maria Carolina Silva de Barros Melo, Gisely Cardoso Bargieri, Daniel Youssef Lopes, Stefanie Costa Pinto Lacerda, Marcus Vinicius Guimarães Bilsland, Elizabeth Sunnerhagen, Per Neves, Bruno Junior Andrade, Carolina Horta Cravo, Pedro Vitor Lemos Costa, Fabio Trindade Maranhão Computational Chemogenomics Drug Repositioning Strategy Enables the Discovery of Epirubicin as a New Repurposed Hit for Plasmodium falciparum and P. vivax |
title | Computational Chemogenomics Drug Repositioning Strategy Enables the Discovery of Epirubicin as a New Repurposed Hit for Plasmodium falciparum and P. vivax |
title_full | Computational Chemogenomics Drug Repositioning Strategy Enables the Discovery of Epirubicin as a New Repurposed Hit for Plasmodium falciparum and P. vivax |
title_fullStr | Computational Chemogenomics Drug Repositioning Strategy Enables the Discovery of Epirubicin as a New Repurposed Hit for Plasmodium falciparum and P. vivax |
title_full_unstemmed | Computational Chemogenomics Drug Repositioning Strategy Enables the Discovery of Epirubicin as a New Repurposed Hit for Plasmodium falciparum and P. vivax |
title_short | Computational Chemogenomics Drug Repositioning Strategy Enables the Discovery of Epirubicin as a New Repurposed Hit for Plasmodium falciparum and P. vivax |
title_sort | computational chemogenomics drug repositioning strategy enables the discovery of epirubicin as a new repurposed hit for plasmodium falciparum and p. vivax |
topic | Experimental Therapeutics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7449180/ https://www.ncbi.nlm.nih.gov/pubmed/32601162 http://dx.doi.org/10.1128/AAC.02041-19 |
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