QSAR-driven design and discovery of novel compounds with antiplasmodial and transmission blocking activities

Bibliographic Details
Main Author: Lima, Marilia N.N.
Publication Date: 2018
Other Authors: Melo-Filho, Cleber C., Cassiano, Gustavo C., Neves, Bruno J., Alves, Vinicius M., Braga, Rodolpho C., Cravo, Pedro V.L., Muratov, Eugene N., Calit, Juliana, Bargieri, Daniel Y., Costa, Fabio T.M., Andrade, Carolina H.
Format: Article
Language: eng
Source: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Download full: http://hdl.handle.net/10362/116841
Summary: Malaria is a life-threatening infectious disease caused by parasites of the genus Plasmodium, affecting more than 200 million people worldwide every year and leading to about a half million deaths. Malaria parasites of humans have evolved resistance to all current antimalarial drugs, urging for the discovery of new effective compounds. Given that the inhibition of deoxyuridine triphosphatase of Plasmodium falciparum (PfdUTPase) induces wrong insertions in plasmodial DNA and consequently leading the parasite to death, this enzyme is considered an attractive antimalarial drug target. Using a combi-QSAR (quantitative structure-activity relationship) approach followed by virtual screening and in vitro experimental evaluation, we report herein the discovery of novel chemical scaffolds with in vitro potency against asexual blood stages of both P. falciparum multidrug-resistant and sensitive strains and against sporogonic development of P. berghei. We developed 2D- and 3D-QSAR models using a series of nucleosides reported in the literature as PfdUTPase inhibitors. The best models were combined in a consensus approach and used for virtual screening of the ChemBridge database, leading to the identification of five new virtual PfdUTPase inhibitors. Further in vitro testing on P. falciparum multidrug-resistant (W2) and sensitive (3D7) parasites showed that compounds LabMol-144 and LabMol-146 demonstrated fair activity against both strains and presented good selectivity versus mammalian cells. In addition, LabMol-144 showed good in vitro inhibition of P. berghei ookinete formation, demonstrating that hit-to-lead optimization based on this compound may also lead to new antimalarials with transmission blocking activity.
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spelling QSAR-driven design and discovery of novel compounds with antiplasmodial and transmission blocking activitiesDUTPaseMalariaPlasmodium falciparumQSARTransmission blockerVirtual screeningPharmacologyPharmacology (medical)Drug DiscoverySDG 3 - Good Health and Well-beingMalaria is a life-threatening infectious disease caused by parasites of the genus Plasmodium, affecting more than 200 million people worldwide every year and leading to about a half million deaths. Malaria parasites of humans have evolved resistance to all current antimalarial drugs, urging for the discovery of new effective compounds. Given that the inhibition of deoxyuridine triphosphatase of Plasmodium falciparum (PfdUTPase) induces wrong insertions in plasmodial DNA and consequently leading the parasite to death, this enzyme is considered an attractive antimalarial drug target. Using a combi-QSAR (quantitative structure-activity relationship) approach followed by virtual screening and in vitro experimental evaluation, we report herein the discovery of novel chemical scaffolds with in vitro potency against asexual blood stages of both P. falciparum multidrug-resistant and sensitive strains and against sporogonic development of P. berghei. We developed 2D- and 3D-QSAR models using a series of nucleosides reported in the literature as PfdUTPase inhibitors. The best models were combined in a consensus approach and used for virtual screening of the ChemBridge database, leading to the identification of five new virtual PfdUTPase inhibitors. Further in vitro testing on P. falciparum multidrug-resistant (W2) and sensitive (3D7) parasites showed that compounds LabMol-144 and LabMol-146 demonstrated fair activity against both strains and presented good selectivity versus mammalian cells. In addition, LabMol-144 showed good in vitro inhibition of P. berghei ookinete formation, demonstrating that hit-to-lead optimization based on this compound may also lead to new antimalarials with transmission blocking activity.Vector borne diseases and pathogens (VBD)Global Health and Tropical Medicine (GHTM)Instituto de Higiene e Medicina Tropical (IHMT)RUNLima, Marilia N.N.Melo-Filho, Cleber C.Cassiano, Gustavo C.Neves, Bruno J.Alves, Vinicius M.Braga, Rodolpho C.Cravo, Pedro V.L.Muratov, Eugene N.Calit, JulianaBargieri, Daniel Y.Costa, Fabio T.M.Andrade, Carolina H.2021-05-03T22:36:43Z2018-03-062018-03-06T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10362/116841eng1663-9812PURE: 3970911https://doi.org/10.3389/fphar.2018.00146info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T04:59:37Zoai:run.unl.pt:10362/116841Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:43:18.715968Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv QSAR-driven design and discovery of novel compounds with antiplasmodial and transmission blocking activities
title QSAR-driven design and discovery of novel compounds with antiplasmodial and transmission blocking activities
spellingShingle QSAR-driven design and discovery of novel compounds with antiplasmodial and transmission blocking activities
Lima, Marilia N.N.
DUTPase
Malaria
Plasmodium falciparum
QSAR
Transmission blocker
Virtual screening
Pharmacology
Pharmacology (medical)
Drug Discovery
SDG 3 - Good Health and Well-being
title_short QSAR-driven design and discovery of novel compounds with antiplasmodial and transmission blocking activities
title_full QSAR-driven design and discovery of novel compounds with antiplasmodial and transmission blocking activities
title_fullStr QSAR-driven design and discovery of novel compounds with antiplasmodial and transmission blocking activities
title_full_unstemmed QSAR-driven design and discovery of novel compounds with antiplasmodial and transmission blocking activities
title_sort QSAR-driven design and discovery of novel compounds with antiplasmodial and transmission blocking activities
author Lima, Marilia N.N.
author_facet Lima, Marilia N.N.
Melo-Filho, Cleber C.
Cassiano, Gustavo C.
Neves, Bruno J.
Alves, Vinicius M.
Braga, Rodolpho C.
Cravo, Pedro V.L.
Muratov, Eugene N.
Calit, Juliana
Bargieri, Daniel Y.
Costa, Fabio T.M.
Andrade, Carolina H.
author_role author
author2 Melo-Filho, Cleber C.
Cassiano, Gustavo C.
Neves, Bruno J.
Alves, Vinicius M.
Braga, Rodolpho C.
Cravo, Pedro V.L.
Muratov, Eugene N.
Calit, Juliana
Bargieri, Daniel Y.
Costa, Fabio T.M.
Andrade, Carolina H.
author2_role author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Vector borne diseases and pathogens (VBD)
Global Health and Tropical Medicine (GHTM)
Instituto de Higiene e Medicina Tropical (IHMT)
RUN
dc.contributor.author.fl_str_mv Lima, Marilia N.N.
Melo-Filho, Cleber C.
Cassiano, Gustavo C.
Neves, Bruno J.
Alves, Vinicius M.
Braga, Rodolpho C.
Cravo, Pedro V.L.
Muratov, Eugene N.
Calit, Juliana
Bargieri, Daniel Y.
Costa, Fabio T.M.
Andrade, Carolina H.
dc.subject.por.fl_str_mv DUTPase
Malaria
Plasmodium falciparum
QSAR
Transmission blocker
Virtual screening
Pharmacology
Pharmacology (medical)
Drug Discovery
SDG 3 - Good Health and Well-being
topic DUTPase
Malaria
Plasmodium falciparum
QSAR
Transmission blocker
Virtual screening
Pharmacology
Pharmacology (medical)
Drug Discovery
SDG 3 - Good Health and Well-being
description Malaria is a life-threatening infectious disease caused by parasites of the genus Plasmodium, affecting more than 200 million people worldwide every year and leading to about a half million deaths. Malaria parasites of humans have evolved resistance to all current antimalarial drugs, urging for the discovery of new effective compounds. Given that the inhibition of deoxyuridine triphosphatase of Plasmodium falciparum (PfdUTPase) induces wrong insertions in plasmodial DNA and consequently leading the parasite to death, this enzyme is considered an attractive antimalarial drug target. Using a combi-QSAR (quantitative structure-activity relationship) approach followed by virtual screening and in vitro experimental evaluation, we report herein the discovery of novel chemical scaffolds with in vitro potency against asexual blood stages of both P. falciparum multidrug-resistant and sensitive strains and against sporogonic development of P. berghei. We developed 2D- and 3D-QSAR models using a series of nucleosides reported in the literature as PfdUTPase inhibitors. The best models were combined in a consensus approach and used for virtual screening of the ChemBridge database, leading to the identification of five new virtual PfdUTPase inhibitors. Further in vitro testing on P. falciparum multidrug-resistant (W2) and sensitive (3D7) parasites showed that compounds LabMol-144 and LabMol-146 demonstrated fair activity against both strains and presented good selectivity versus mammalian cells. In addition, LabMol-144 showed good in vitro inhibition of P. berghei ookinete formation, demonstrating that hit-to-lead optimization based on this compound may also lead to new antimalarials with transmission blocking activity.
publishDate 2018
dc.date.none.fl_str_mv 2018-03-06
2018-03-06T00:00:00Z
2021-05-03T22:36:43Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/116841
url http://hdl.handle.net/10362/116841
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1663-9812
PURE: 3970911
https://doi.org/10.3389/fphar.2018.00146
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