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Discovery of new potent hits against intracellular Trypanosoma cruzi by QSAR-based virtual screening.
Melo-Filho, Cleber C; Braga, Rodolpho C; Muratov, Eugene N; Franco, Caio Haddad; Moraes, Carolina B; Freitas-Junior, Lucio H; Andrade, Carolina Horta.
Afiliação
  • Melo-Filho CC; LabMol - Laboratory for Molecular Modeling and Drug Design, Faculdade de Farmacia, Universidade Federal de Goiás - UFG, Rua 240, Qd.87, Goiania, GO, 74605-510, Brazil.
  • Braga RC; LabMol - Laboratory for Molecular Modeling and Drug Design, Faculdade de Farmacia, Universidade Federal de Goiás - UFG, Rua 240, Qd.87, Goiania, GO, 74605-510, Brazil.
  • Muratov EN; Laboratory for Molecular Modeling, Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, 27599, USA; Department of Chemical Technology, Odessa National Polytechnic University, 1. Shevchenko Ave., Odessa, 65000, Ukraine.
  • Franco CH; National Laboratory of Biosciences (LNBio), Centro Nacional de Pesquisa em Energia e Materiais (CNPEM), Campinas, SP, 13083-970, Brazil.
  • Moraes CB; National Laboratory of Biosciences (LNBio), Centro Nacional de Pesquisa em Energia e Materiais (CNPEM), Campinas, SP, 13083-970, Brazil; Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, 05508-900, Brazil.
  • Freitas-Junior LH; National Laboratory of Biosciences (LNBio), Centro Nacional de Pesquisa em Energia e Materiais (CNPEM), Campinas, SP, 13083-970, Brazil; Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, 05508-900, Brazil.
  • Andrade CH; LabMol - Laboratory for Molecular Modeling and Drug Design, Faculdade de Farmacia, Universidade Federal de Goiás - UFG, Rua 240, Qd.87, Goiania, GO, 74605-510, Brazil. Electronic address: carolina@ufg.br.
Eur J Med Chem ; 163: 649-659, 2019 Feb 01.
Article em En | MEDLINE | ID: mdl-30562700
Chagas disease is a neglected tropical disease (NTD) caused by the protozoan parasite Trypanosoma cruzi and is primarily transmitted to humans by the feces of infected Triatominae insects during their blood meal. The disease affects 6-8 million people, mostly in Latin America countries, and kills more people in the region each year than any other parasite-born disease, including malaria. Moreover, patient numbers are currently increasing in non-endemic, developed countries, such as Australia, Japan, Canada, and the United States. The treatment is limited to one drug, benznidazole, which is only effective in the acute phase of the disease and is very toxic. Thus, there is an urgent need to develop new, safer, and effective drugs against the chronic phase of Chagas disease. Using a QSAR-based virtual screening followed by in vitro experimental evaluation, we report herein the identification of novel potent and selective hits against T. cruzi intracellular stage. We developed and validated binary QSAR models for prediction of anti-trypanosomal activity and cytotoxicity against mammalian cells using the best practices for QSAR modeling. These models were then used for virtual screening of a commercial database, leading to the identification of 39 virtual hits. Further in vitro assays showed that seven compounds were potent against intracellular T. cruzi at submicromolar concentrations (EC50 < 1 µM) and were very selective (SI > 30). Furthermore, other six compounds were also inside the hit criteria for Chagas disease, which presented activity at low micromolar concentrations (EC50 < 10 µM) against intracellular T. cruzi and were also selective (SI > 15). Moreover, we performed a multi-parameter analysis for the comparison of tested compounds regarding their balance between potency, selectivity, and predicted ADMET properties. In the next studies, the most promising compounds will be submitted to additional in vitro and in vivo assays in acute model of Chagas disease, and can be further optimized for the development of new promising drug candidates against this important yet neglected disease.
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Trypanosoma cruzi / Doença de Chagas / Relação Quantitativa Estrutura-Atividade / Descoberta de Drogas Tipo de estudo: Diagnostic_studies / Guideline / Prognostic_studies / Screening_studies Limite: Humans Idioma: En Ano de publicação: 2019 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Trypanosoma cruzi / Doença de Chagas / Relação Quantitativa Estrutura-Atividade / Descoberta de Drogas Tipo de estudo: Diagnostic_studies / Guideline / Prognostic_studies / Screening_studies Limite: Humans Idioma: En Ano de publicação: 2019 Tipo de documento: Article