Cargando…

Successful application of virtual screening and molecular dynamics simulations against antimalarial molecular targets

The main challenge in the control of malaria has been the emergence of drug-resistant parasites. The presence of drug-resistant Plasmodium sp. has raised the need for new antimalarial drugs. Molecular modelling techniques have been used as tools to develop new drugs. In this study, we employed virtu...

Descripción completa

Detalles Bibliográficos
Autores principales: Nunes, Renata Rachide, Costa, Marina dos Santos, Santos, Bianca dos Reis, da Fonseca, Amanda Luisa, Ferreira, Lorena Sales, Chagas, Rafael Cesar Russo, da Silva, Alisson Marques, Varotti, Fernando de Pilla, Taranto, Alex Gutterres
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Instituto Oswaldo Cruz, Ministério da Saúde 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5146734/
https://www.ncbi.nlm.nih.gov/pubmed/27982302
http://dx.doi.org/10.1590/0074-02760160207
_version_ 1782473540507795456
author Nunes, Renata Rachide
Costa, Marina dos Santos
Santos, Bianca dos Reis
da Fonseca, Amanda Luisa
Ferreira, Lorena Sales
Chagas, Rafael Cesar Russo
da Silva, Alisson Marques
Varotti, Fernando de Pilla
Taranto, Alex Gutterres
author_facet Nunes, Renata Rachide
Costa, Marina dos Santos
Santos, Bianca dos Reis
da Fonseca, Amanda Luisa
Ferreira, Lorena Sales
Chagas, Rafael Cesar Russo
da Silva, Alisson Marques
Varotti, Fernando de Pilla
Taranto, Alex Gutterres
author_sort Nunes, Renata Rachide
collection PubMed
description The main challenge in the control of malaria has been the emergence of drug-resistant parasites. The presence of drug-resistant Plasmodium sp. has raised the need for new antimalarial drugs. Molecular modelling techniques have been used as tools to develop new drugs. In this study, we employed virtual screening of a pyrazol derivative (Tx001) against four malaria targets: plasmepsin-IV, plasmepsin-II, falcipain-II, and PfATP6. The receiver operating characteristic curves and area under the curve (AUC) were established for each molecular target. The AUC values obtained for plasmepsin-IV, plasmepsin-II, and falcipain-II were 0.64, 0.92, and 0.94, respectively. All docking simulations were carried out using AutoDock Vina software. The ligand Tx001 exhibited a better interaction with PfATP6 than with the reference compound (-12.2 versus -6.8 Kcal/mol). The Tx001-PfATP6 complex was submitted to molecular dynamics simulations in vacuum implemented on an NAMD program. The ligand Tx001 docked at the same binding site as thapsigargin, which is a natural inhibitor of PfATP6. Compound TX001 was evaluated in vitro with a P. falciparum strain (W2) and a human cell line (WI-26VA4). Tx001 was discovered to be active against P. falciparum (IC(50) = 8.2 µM) and inactive against WI-26VA4 (IC(50) > 200 µM). Further ligand optimisation cycles generated new prospects for docking and biological assays.
format Online
Article
Text
id pubmed-5146734
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Instituto Oswaldo Cruz, Ministério da Saúde
record_format MEDLINE/PubMed
spelling pubmed-51467342016-12-12 Successful application of virtual screening and molecular dynamics simulations against antimalarial molecular targets Nunes, Renata Rachide Costa, Marina dos Santos Santos, Bianca dos Reis da Fonseca, Amanda Luisa Ferreira, Lorena Sales Chagas, Rafael Cesar Russo da Silva, Alisson Marques Varotti, Fernando de Pilla Taranto, Alex Gutterres Mem Inst Oswaldo Cruz Articles The main challenge in the control of malaria has been the emergence of drug-resistant parasites. The presence of drug-resistant Plasmodium sp. has raised the need for new antimalarial drugs. Molecular modelling techniques have been used as tools to develop new drugs. In this study, we employed virtual screening of a pyrazol derivative (Tx001) against four malaria targets: plasmepsin-IV, plasmepsin-II, falcipain-II, and PfATP6. The receiver operating characteristic curves and area under the curve (AUC) were established for each molecular target. The AUC values obtained for plasmepsin-IV, plasmepsin-II, and falcipain-II were 0.64, 0.92, and 0.94, respectively. All docking simulations were carried out using AutoDock Vina software. The ligand Tx001 exhibited a better interaction with PfATP6 than with the reference compound (-12.2 versus -6.8 Kcal/mol). The Tx001-PfATP6 complex was submitted to molecular dynamics simulations in vacuum implemented on an NAMD program. The ligand Tx001 docked at the same binding site as thapsigargin, which is a natural inhibitor of PfATP6. Compound TX001 was evaluated in vitro with a P. falciparum strain (W2) and a human cell line (WI-26VA4). Tx001 was discovered to be active against P. falciparum (IC(50) = 8.2 µM) and inactive against WI-26VA4 (IC(50) > 200 µM). Further ligand optimisation cycles generated new prospects for docking and biological assays. Instituto Oswaldo Cruz, Ministério da Saúde 2016-11-10 2016-12 /pmc/articles/PMC5146734/ /pubmed/27982302 http://dx.doi.org/10.1590/0074-02760160207 Text en http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Articles
Nunes, Renata Rachide
Costa, Marina dos Santos
Santos, Bianca dos Reis
da Fonseca, Amanda Luisa
Ferreira, Lorena Sales
Chagas, Rafael Cesar Russo
da Silva, Alisson Marques
Varotti, Fernando de Pilla
Taranto, Alex Gutterres
Successful application of virtual screening and molecular dynamics simulations against antimalarial molecular targets
title Successful application of virtual screening and molecular dynamics simulations against antimalarial molecular targets
title_full Successful application of virtual screening and molecular dynamics simulations against antimalarial molecular targets
title_fullStr Successful application of virtual screening and molecular dynamics simulations against antimalarial molecular targets
title_full_unstemmed Successful application of virtual screening and molecular dynamics simulations against antimalarial molecular targets
title_short Successful application of virtual screening and molecular dynamics simulations against antimalarial molecular targets
title_sort successful application of virtual screening and molecular dynamics simulations against antimalarial molecular targets
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5146734/
https://www.ncbi.nlm.nih.gov/pubmed/27982302
http://dx.doi.org/10.1590/0074-02760160207
work_keys_str_mv AT nunesrenatarachide successfulapplicationofvirtualscreeningandmoleculardynamicssimulationsagainstantimalarialmoleculartargets
AT costamarinadossantos successfulapplicationofvirtualscreeningandmoleculardynamicssimulationsagainstantimalarialmoleculartargets
AT santosbiancadosreis successfulapplicationofvirtualscreeningandmoleculardynamicssimulationsagainstantimalarialmoleculartargets
AT dafonsecaamandaluisa successfulapplicationofvirtualscreeningandmoleculardynamicssimulationsagainstantimalarialmoleculartargets
AT ferreiralorenasales successfulapplicationofvirtualscreeningandmoleculardynamicssimulationsagainstantimalarialmoleculartargets
AT chagasrafaelcesarrusso successfulapplicationofvirtualscreeningandmoleculardynamicssimulationsagainstantimalarialmoleculartargets
AT dasilvaalissonmarques successfulapplicationofvirtualscreeningandmoleculardynamicssimulationsagainstantimalarialmoleculartargets
AT varottifernandodepilla successfulapplicationofvirtualscreeningandmoleculardynamicssimulationsagainstantimalarialmoleculartargets
AT tarantoalexgutterres successfulapplicationofvirtualscreeningandmoleculardynamicssimulationsagainstantimalarialmoleculartargets