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...
Autores principales: | , , , , , , , , |
---|---|
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 |