Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2020
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
_version_ 1783574615048585216
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
work_keys_str_mv AT ferreiraleticiatiburcio computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT rodriguesjuliana computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT cassianogustavocapatti computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT tavellatatyanaalmeida computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT tomazkairacristinaperalis computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT baiadasilvadjaneclarys computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT souzamacejaneferreira computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT limamarilianunesdonascimento computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT mottinmelina computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT almeidaludimiladias computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT calitjuliana computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT pucamariacarolinasilvadebarros computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT melogiselycardoso computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT bargieridanielyoussef computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT lopesstefaniecostapinto computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT lacerdamarcusviniciusguimaraes computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT bilslandelizabeth computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT sunnerhagenper computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT nevesbrunojunior computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT andradecarolinahorta computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT cravopedrovitorlemos computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax
AT costafabiotrindademaranhao computationalchemogenomicsdrugrepositioningstrategyenablesthediscoveryofepirubicinasanewrepurposedhitforplasmodiumfalciparumandpvivax