Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol

Detalhes bibliográficos
Ano de defesa: 2017
Autor(a) principal: Coelho, Camila De Morais lattes
Orientador(a): Veloso, Márcia Paranho lattes
Banca de defesa: Júdice, Wagner Alves De Souza, Dias, Danielle Ferreira
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Alfenas
Programa de Pós-Graduação: Programa de Pós-Graduação em Ciências Farmacêuticas
Departamento: Faculdade de Ciências Farmacêuticas
País: Brasil
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.unifal-mg.edu.br/handle/123456789/1013
Resumo: Leishmaniasis is a neglected pathology with a high incidence worldwide, constituting a governmental health problem in Minas Gerais and in the whole country as well, because of the high degree of morbidity and mortality and a scarce therapeutic arsenal. There are enzymes essential for cell growth and viability of Leishmania that are investigated as targets for new drugs. This thesis aimed to identify compounds that had leishmanicidal activity, using Molecular Modeling and Bioinformatics tools, followed by synthesis and in vitro evaluation of its pharmacological activity. The aim of the Molecular Modeling study is to evaluate the interaction of the compounds with some biological targets (CRK3, trypanothione synthetase, arginase and rCPB2.8 enzymes). The three-dimensional structures of the CRK3 and rCPB2.8 enzymes were predicted by homology modeling, since there are no crystal structures of these proteins deposited in a database. The crystallographic structures of the arginase and trypanothione synthase proteins were obtained from the Protein Data Bank (PDB). The planning of a simple and reproducible synthetic route was taken into account in the production of these substances. The Mannich base esters bearing different substituents at the para-disubstituted ring moiety were investigated, varying the substituents with electron donating groups as well as electron withdrawing groups of different electronegativity. The new substances were structurally elucidated using spectroscopic tools. The study of pharmacological activity made it possible to verify that the compounds SBM2, SBM3, SBM4, SBM5, SBM8, SBM11 and SBM13 have antipromastigote activity, and only the compound SBM3 showed inhibitory activity on the enzyme rCPB2.8 in the concentration of 100 μM. Activation of the enzyme rCPB2.8 exerted by intermediates 2, SBM4, SBM8 and SBM9 was also verified, which may be related to the interaction of these compounds in an allosteric site. Among the studied binding pockets in the surface of the rCPB2.8, one presented an interaction profile similar to that observed by in vitro studies, located in the region of the lysine residue LYS159, close to the active site.
id UNIFAL_ade6a51ab567fd80288b7f8de8c7ea9c
oai_identifier_str oai:repositorio.unifal-mg.edu.br:123456789/1013
network_acronym_str UNIFAL
network_name_str Repositório Institucional da Universidade Federal de Alfenas - RiUnifal
repository_id_str
spelling Coelho, Camila De Moraishttp://lattes.cnpq.br/0035685068777352Carvalho, Diogo TeixeiraJúdice, Wagner Alves De SouzaDias, Danielle FerreiraVeloso, Márcia Paranhohttp://lattes.cnpq.br/25847311887915272017-09-18T19:48:32Z2017-08-04COELHO, Camila de Morais. Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol. 2017. 173 f. Dissertação (Mestrado em Ciências Farmacêuticas) - Universidade Federal de Alfenas, Alfenas, MG, 2017 .https://repositorio.unifal-mg.edu.br/handle/123456789/1013Leishmaniasis is a neglected pathology with a high incidence worldwide, constituting a governmental health problem in Minas Gerais and in the whole country as well, because of the high degree of morbidity and mortality and a scarce therapeutic arsenal. There are enzymes essential for cell growth and viability of Leishmania that are investigated as targets for new drugs. This thesis aimed to identify compounds that had leishmanicidal activity, using Molecular Modeling and Bioinformatics tools, followed by synthesis and in vitro evaluation of its pharmacological activity. The aim of the Molecular Modeling study is to evaluate the interaction of the compounds with some biological targets (CRK3, trypanothione synthetase, arginase and rCPB2.8 enzymes). The three-dimensional structures of the CRK3 and rCPB2.8 enzymes were predicted by homology modeling, since there are no crystal structures of these proteins deposited in a database. The crystallographic structures of the arginase and trypanothione synthase proteins were obtained from the Protein Data Bank (PDB). The planning of a simple and reproducible synthetic route was taken into account in the production of these substances. The Mannich base esters bearing different substituents at the para-disubstituted ring moiety were investigated, varying the substituents with electron donating groups as well as electron withdrawing groups of different electronegativity. The new substances were structurally elucidated using spectroscopic tools. The study of pharmacological activity made it possible to verify that the compounds SBM2, SBM3, SBM4, SBM5, SBM8, SBM11 and SBM13 have antipromastigote activity, and only the compound SBM3 showed inhibitory activity on the enzyme rCPB2.8 in the concentration of 100 μM. Activation of the enzyme rCPB2.8 exerted by intermediates 2, SBM4, SBM8 and SBM9 was also verified, which may be related to the interaction of these compounds in an allosteric site. Among the studied binding pockets in the surface of the rCPB2.8, one presented an interaction profile similar to that observed by in vitro studies, located in the region of the lysine residue LYS159, close to the active site.A Leishmaniose consiste em uma patologia negligenciada com elevada incidência mundial, constituindo um problema de saúde pública em Minas Gerais e em todo Brasil por apresentar um alto grau de morbidade e mortalidade e um escasso arsenal terapêutico. Os parasitos da espécie Leishmania possuem enzimas essenciais ao crescimento e à viabilidade celular que podem ser investigadas como alvo de novos fármacos. Esta dissertação buscou identificar moléculas bioativas que apresentem um perfil de afinidade em alvos moleculares relacionados à Leishmaniose, utilizando as ferramentas da Modelagem Molecular e da Bioinformática, seguido de síntese destas substâncias candidatas a fármacos leishmanicidas e avaliação in vitro. Os estudos de Modelagem Molecular avaliaram os perfis de afinidade de uma série de derivados do eugenol proposta com alvos biológicos selecionados, entre elas as enzimas de Leishmania CRK3, tripanotiona sintetase, arginase e cisteíno protease rCPB2.8, por meio de ancoramento molecular. As enzimas CRK3 e cisteíno protease rCPB2.8 foram prevista pela técnica de modelagem por homologia utilizando um modelo e multiplos modelos, respectivamente, devido à ausência de uma estrutura cristalográfica desta proteína em banco de dados. As estruturas cristalográficas das proteínas arginase e tripanotiona sintetase foram obtidas no banco de dados Protein Data Bank (PDB). Para a obtenção dessas novas substâncias químicas levou-se em consideração o planejamento de uma rota sintética simples e reprodutível. Foi obtido uma série de ésteres de base de Mannich do eugenol, compostos contendo como substituintes grupamentos doadores de elétrons bem como grupamentos retiradores de elétrons e de diferente eletronegatividade e volume. As novas substâncias foram elucidadas estruturalmente utilizando ferramentas espectroscópicas. O estudo de atividade farmacológica permitiu verificar que os compostos SBM2, SBM3, SBM4, SBM5, SBM8, SBM11 e SBM13 possuem atividade leishmanicida antipromastigota, e apenas o composto SBM3 apresentou atividade inibitória satisfatória sobre a enzima rCPB2.8 na concentração de 100 μM. Foi verificado também o aumento da atividade da enzima rCPB2.8 exercida pelos compostos intermediário 2, SBM4, SBM8 e SBM9, que pode estar relacionada com a interação destes compostos em um sítio alostérico. Dentre as cavidades estudadas presentes na superfície da enzima rCPB2.8, uma possível região de interação com micromoléculas, localizada próxima ao resíduo de LYS159, apresentou um perfil de interação com os compostos similar ao observado nos estudos in vitro.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal de AlfenasPrograma de Pós-Graduação em Ciências FarmacêuticasUNIFAL-MGBrasilFaculdade de Ciências Farmacêuticasinfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/LeishmanioseBiologia ComputacionalÉsteresBases de MannichQUIMICA ORGANICA::SINTESE ORGANICADesenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenolinfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/publishedVersion-6425845155986244297600600600-88577489912235778912075167498588264571reponame:Repositório Institucional da Universidade Federal de Alfenas - RiUnifalinstname:Universidade Federal de Alfenas (UNIFAL)instacron:UNIFALCoelho, Camila De MoraisLICENSElicense.txtlicense.txttext/plain; charset=utf-81987https://repositorio.unifal-mg.edu.br/bitstreams/8cf03a12-3613-4d9c-b5c1-217c6ac747db/download31555718c4fc75849dd08f27935d4f6bMD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849https://repositorio.unifal-mg.edu.br/bitstreams/ac0e8a95-c140-4a4c-a7da-3c579641d169/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-80https://repositorio.unifal-mg.edu.br/bitstreams/2c605b85-ca37-4705-9553-e86546ba7337/downloadd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80https://repositorio.unifal-mg.edu.br/bitstreams/a4fb8edf-24ff-4bf8-a9a0-a181c849e405/downloadd41d8cd98f00b204e9800998ecf8427eMD54ORIGINALDissertação Camila de Morais Coelho.pdfDissertação Camila de Morais Coelho.pdfapplication/pdf6556994https://repositorio.unifal-mg.edu.br/bitstreams/c499e6bb-5f00-460d-aeca-b8cce3f12d72/download4e45d496235f158a0508797f335c6a83MD55TEXTDissertação Camila de Morais Coelho.pdf.txtDissertação Camila de Morais Coelho.pdf.txtExtracted texttext/plain102707https://repositorio.unifal-mg.edu.br/bitstreams/a265598c-0602-4de0-be9a-dce413713e11/download94c97cb6ed95bb4e8d929dcfa1d6b34dMD58THUMBNAILDissertação Camila de Morais Coelho.pdf.jpgDissertação Camila de Morais Coelho.pdf.jpgGenerated Thumbnailimage/jpeg2654https://repositorio.unifal-mg.edu.br/bitstreams/bca84e07-1e6e-475c-891e-0207c6482f34/download47c546a675eca90dc3a0cb3461bf83ceMD57123456789/10132026-01-07 14:40:20.655http://creativecommons.org/licenses/by-nc-nd/4.0/open.accessoai:repositorio.unifal-mg.edu.br:123456789/1013https://repositorio.unifal-mg.edu.brRepositório InstitucionalPUBhttps://bdtd.unifal-mg.edu.br:8443/oai/requestrepositorio@unifal-mg.edu.bropendoar:2026-01-07T17:40:20Repositório Institucional da Universidade Federal de Alfenas - RiUnifal - Universidade Federal de Alfenas (UNIFAL)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
dc.title.pt-BR.fl_str_mv Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol
title Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol
spellingShingle Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol
Coelho, Camila De Morais
Leishmaniose
Biologia Computacional
Ésteres
Bases de Mannich
QUIMICA ORGANICA::SINTESE ORGANICA
title_short Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol
title_full Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol
title_fullStr Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol
title_full_unstemmed Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol
title_sort Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol
author Coelho, Camila De Morais
author_facet Coelho, Camila De Morais
author_role author
dc.contributor.author.fl_str_mv Coelho, Camila De Morais
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0035685068777352
dc.contributor.advisor-co1.fl_str_mv Carvalho, Diogo Teixeira
dc.contributor.referee1.fl_str_mv Júdice, Wagner Alves De Souza
dc.contributor.referee2.fl_str_mv Dias, Danielle Ferreira
dc.contributor.advisor1.fl_str_mv Veloso, Márcia Paranho
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/2584731188791527
contributor_str_mv Carvalho, Diogo Teixeira
Júdice, Wagner Alves De Souza
Dias, Danielle Ferreira
Veloso, Márcia Paranho
dc.subject.por.fl_str_mv Leishmaniose
Biologia Computacional
Ésteres
Bases de Mannich
topic Leishmaniose
Biologia Computacional
Ésteres
Bases de Mannich
QUIMICA ORGANICA::SINTESE ORGANICA
dc.subject.cnpq.fl_str_mv QUIMICA ORGANICA::SINTESE ORGANICA
description Leishmaniasis is a neglected pathology with a high incidence worldwide, constituting a governmental health problem in Minas Gerais and in the whole country as well, because of the high degree of morbidity and mortality and a scarce therapeutic arsenal. There are enzymes essential for cell growth and viability of Leishmania that are investigated as targets for new drugs. This thesis aimed to identify compounds that had leishmanicidal activity, using Molecular Modeling and Bioinformatics tools, followed by synthesis and in vitro evaluation of its pharmacological activity. The aim of the Molecular Modeling study is to evaluate the interaction of the compounds with some biological targets (CRK3, trypanothione synthetase, arginase and rCPB2.8 enzymes). The three-dimensional structures of the CRK3 and rCPB2.8 enzymes were predicted by homology modeling, since there are no crystal structures of these proteins deposited in a database. The crystallographic structures of the arginase and trypanothione synthase proteins were obtained from the Protein Data Bank (PDB). The planning of a simple and reproducible synthetic route was taken into account in the production of these substances. The Mannich base esters bearing different substituents at the para-disubstituted ring moiety were investigated, varying the substituents with electron donating groups as well as electron withdrawing groups of different electronegativity. The new substances were structurally elucidated using spectroscopic tools. The study of pharmacological activity made it possible to verify that the compounds SBM2, SBM3, SBM4, SBM5, SBM8, SBM11 and SBM13 have antipromastigote activity, and only the compound SBM3 showed inhibitory activity on the enzyme rCPB2.8 in the concentration of 100 μM. Activation of the enzyme rCPB2.8 exerted by intermediates 2, SBM4, SBM8 and SBM9 was also verified, which may be related to the interaction of these compounds in an allosteric site. Among the studied binding pockets in the surface of the rCPB2.8, one presented an interaction profile similar to that observed by in vitro studies, located in the region of the lysine residue LYS159, close to the active site.
publishDate 2017
dc.date.accessioned.fl_str_mv 2017-09-18T19:48:32Z
dc.date.issued.fl_str_mv 2017-08-04
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv COELHO, Camila de Morais. Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol. 2017. 173 f. Dissertação (Mestrado em Ciências Farmacêuticas) - Universidade Federal de Alfenas, Alfenas, MG, 2017 .
dc.identifier.uri.fl_str_mv https://repositorio.unifal-mg.edu.br/handle/123456789/1013
identifier_str_mv COELHO, Camila de Morais. Desenvolvimento de protótipos leishmanicidas: estudos computacionais por modelagem molecular, síntese química e avaliação farmacológica de novos derivados do eugenol. 2017. 173 f. Dissertação (Mestrado em Ciências Farmacêuticas) - Universidade Federal de Alfenas, Alfenas, MG, 2017 .
url https://repositorio.unifal-mg.edu.br/handle/123456789/1013
dc.language.iso.fl_str_mv por
language por
dc.relation.department.fl_str_mv -6425845155986244297
dc.relation.confidence.fl_str_mv 600
600
600
dc.relation.cnpq.fl_str_mv -8857748991223577891
dc.relation.sponsorship.fl_str_mv 2075167498588264571
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Alfenas
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Ciências Farmacêuticas
dc.publisher.initials.fl_str_mv UNIFAL-MG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Faculdade de Ciências Farmacêuticas
publisher.none.fl_str_mv Universidade Federal de Alfenas
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal de Alfenas - RiUnifal
instname:Universidade Federal de Alfenas (UNIFAL)
instacron:UNIFAL
instname_str Universidade Federal de Alfenas (UNIFAL)
instacron_str UNIFAL
institution UNIFAL
reponame_str Repositório Institucional da Universidade Federal de Alfenas - RiUnifal
collection Repositório Institucional da Universidade Federal de Alfenas - RiUnifal
bitstream.url.fl_str_mv https://repositorio.unifal-mg.edu.br/bitstreams/8cf03a12-3613-4d9c-b5c1-217c6ac747db/download
https://repositorio.unifal-mg.edu.br/bitstreams/ac0e8a95-c140-4a4c-a7da-3c579641d169/download
https://repositorio.unifal-mg.edu.br/bitstreams/2c605b85-ca37-4705-9553-e86546ba7337/download
https://repositorio.unifal-mg.edu.br/bitstreams/a4fb8edf-24ff-4bf8-a9a0-a181c849e405/download
https://repositorio.unifal-mg.edu.br/bitstreams/c499e6bb-5f00-460d-aeca-b8cce3f12d72/download
https://repositorio.unifal-mg.edu.br/bitstreams/a265598c-0602-4de0-be9a-dce413713e11/download
https://repositorio.unifal-mg.edu.br/bitstreams/bca84e07-1e6e-475c-891e-0207c6482f34/download
bitstream.checksum.fl_str_mv 31555718c4fc75849dd08f27935d4f6b
4afdbb8c545fd630ea7db775da747b2f
d41d8cd98f00b204e9800998ecf8427e
d41d8cd98f00b204e9800998ecf8427e
4e45d496235f158a0508797f335c6a83
94c97cb6ed95bb4e8d929dcfa1d6b34d
47c546a675eca90dc3a0cb3461bf83ce
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da Universidade Federal de Alfenas - RiUnifal - Universidade Federal de Alfenas (UNIFAL)
repository.mail.fl_str_mv repositorio@unifal-mg.edu.br
_version_ 1859830895634022400