Estudo in silico de derivados do G-CSF humano como antibacterianos

Detalhes bibliográficos
Autor(a) principal: Saturnino, Christine Facco
Data de Publicação: 2013
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da Universidade Federal do Espírito Santo (riUfes)
Texto Completo: http://repositorio.ufes.br/handle/10/1867
Resumo: In attempt to obtain new substances with antibacterial activity, the aim of this study was to evaluate the antibacterial potential of four synthesized peptides, where two of them have sequence derived from human G-CSF in silico fragmentation, while the other two were theoretically planned, allowing the verification of their interest as new therapeutic agents at human health. The evaluation was performed in two stages: in silico analysis, consisting of predictions of properties and parameters associated with antibacterial effect, through computational tools; and the in vitro experiment for determination of the minimum inhibitory concentration (MIC) of the peptides against Gram positive and negative bacteria. Most predictions was favorable for all four peptides, showed by determined results of hydrophobicity, amphipathicity, size, secondary structure, net charge, membrane binding potential, half-life and Boman Index, considered as desirable values for antibacterial potential. In the in silico analysis, only algorithmic prediction of antimicrobial activity revealed unfavorable results for peptides with sequences derived from G-CSF (peptides 1 and 2), nonetheless, the predictions were positive for the other two. The in vitro assay showed that up to the highest concentration used of the four peptides (500 μg/mL) was insufficient for determination of minimum inhibitory concentration, however it was possible to observe significant growing decrease of E. coli (58.7%) by peptide 4 and E. fecalis (86.1%) and E. coli (54.9%) by peptide 3, when compared with the viability control. These values indicate the presence of antibacterial activity in the theoretically planned peptides (peptides 3 and 4), confirming the computational predictions. Thus, it is possible to conclude that the in silico analysis was very important for the selection of the peptides to be synthesized, which showed results of in vitro assays in agreement with the computational prediction of antimicrobial activity.
id UFES_2ad7f1d548144e0bddb1020f65d82bd5
oai_identifier_str oai:repositorio.ufes.br:10/1867
network_acronym_str UFES
network_name_str Repositório Institucional da Universidade Federal do Espírito Santo (riUfes)
repository_id_str 2108
spelling Guimarães, Marco Cesar CunnegundesSaturnino, Christine FaccoJuliano, Maria AparecidaGomes, Daniel Claúdio de Oliveira2016-05-13T14:04:33Z2016-06-24T06:00:05Z2013-07-312013-07-31In attempt to obtain new substances with antibacterial activity, the aim of this study was to evaluate the antibacterial potential of four synthesized peptides, where two of them have sequence derived from human G-CSF in silico fragmentation, while the other two were theoretically planned, allowing the verification of their interest as new therapeutic agents at human health. The evaluation was performed in two stages: in silico analysis, consisting of predictions of properties and parameters associated with antibacterial effect, through computational tools; and the in vitro experiment for determination of the minimum inhibitory concentration (MIC) of the peptides against Gram positive and negative bacteria. Most predictions was favorable for all four peptides, showed by determined results of hydrophobicity, amphipathicity, size, secondary structure, net charge, membrane binding potential, half-life and Boman Index, considered as desirable values for antibacterial potential. In the in silico analysis, only algorithmic prediction of antimicrobial activity revealed unfavorable results for peptides with sequences derived from G-CSF (peptides 1 and 2), nonetheless, the predictions were positive for the other two. The in vitro assay showed that up to the highest concentration used of the four peptides (500 μg/mL) was insufficient for determination of minimum inhibitory concentration, however it was possible to observe significant growing decrease of E. coli (58.7%) by peptide 4 and E. fecalis (86.1%) and E. coli (54.9%) by peptide 3, when compared with the viability control. These values indicate the presence of antibacterial activity in the theoretically planned peptides (peptides 3 and 4), confirming the computational predictions. Thus, it is possible to conclude that the in silico analysis was very important for the selection of the peptides to be synthesized, which showed results of in vitro assays in agreement with the computational prediction of antimicrobial activity.Na tentativa de obter novas substâncias com atividade antibacteriana, o objetivo desse trabalho foi avaliar o potencial antibacteriano de quatro peptídeos sintetizados, dos quais dois possuem sequência derivada da fragmentação in silico do G-CSF humano, enquanto os outros dois foram planejados teoricamente, verificando, assim, seu interesse como novos agentes terapêuticos na saúde humana. A avaliação foi realizada em duas etapas: análise in silico, que consistiu em predições de propriedades e parâmetros associados à ação antibacteriana, por meio de ferramentas computacionais; e o experimento in vitro para a determinação da concentração inibitória mínima (MIC) dos peptídeos contra bactérias Gram positivas e negativas. A maioria das predições foi favorável para os quatro peptídeos, pois os resultados determinados para hidrofobicidade, anfipaticidade, tamanho, estrutura secundária, carga líquida, potencial de ligação em membrana, meia-vida e índice de Boman encontram-se dentro de valores desejados para o potencial antibacteriano. Na análise in silico, apenas a predição algorítmica da atividade antimicrobiana gerou resultados desfavoráveis para os peptídeos com sequências derivadas do G-CSF (peptídeos 1 e 2), porém essa mesma predição foi positiva para os outros dois. O ensaio in vitro demonstrou que até a concentração mais alta utilizada dos quatro peptídeos (500 μg/mL) foi insuficiente para a determinação de sua concentração inibitória mínima, porém, observou-se considerável diminuição no crescimento de E. coli (58,7%) pelo peptídeo 4 e de E. fecalis (86,1%) e E. coli (54,9%) pelo peptídeo 3, em comparação com o controle de viabilidade. Esses valores indicam a presença de ação antibacteriana por parte dos peptídeos planejados teoricamente (peptídeos 3 e 4), corroborando com as predições computacionais. Dessa forma, é possível concluir que a análise in silico foi de suma importância para a seleção dos peptídeos a serem sintetizados, os quais apresentaram nos ensaios in vitro resultados em concordância com a predição computacional de atividade antimicrobiana.Essa dissertação teve o apoio financeiro do Edital Universal 14/2011 CNPq (nº processo: 483036/2011-0) e do Edital PROEX nº 04/2011.Texthttp://repositorio.ufes.br/handle/10/1867porUniversidade Federal do Espírito SantoMestrado em BiotecnologiaPrograma de Pós-Graduação em BiotecnologiaUFESBRCentro de Ciências da SaúdeAntibacterial peptidesIn silico analysisAntimicrobial activityPeptídeos antibacterianosAnálise in silicoAtividade antimicrobianaPeptídiosAgentes antibacterianosBiotecnologia61Estudo in silico de derivados do G-CSF humano como antibacterianosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da Universidade Federal do Espírito Santo (riUfes)instname:Universidade Federal do Espírito Santo (UFES)instacron:UFESEssa dissertação teve o apoio financeiro do Edital Universal 14/2011 CNPq (nº processo: 483036/2011-0) e do Edital PROEX nº 04/2011.CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://repositorio.ufes.br/bitstreams/f4cd6b6e-7df5-424c-958e-0a171673e165/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-822064http://repositorio.ufes.br/bitstreams/220545e4-ff28-4c50-8993-c91b5a5cd4f2/downloadef48816a10f2d45f2e2fee2f478e2fafMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-823148http://repositorio.ufes.br/bitstreams/93e3d492-9db9-4394-bbf6-1e7784fb2804/download9da0b6dfac957114c6a7714714b86306MD54ORIGINALtese_6676_Dissertao_Christine Facco_2013.pdftese_6676_Dissertao_Christine Facco_2013.pdfapplication/pdf1315436http://repositorio.ufes.br/bitstreams/8e0ee9d1-a242-4029-9eeb-0d60dd2b4b3a/download39ff1bc59d15b9b7a17e711efee2949bMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.ufes.br/bitstreams/8e634ca2-973e-4bac-acc0-5843d197d6a3/download8a4605be74aa9ea9d79846c1fba20a33MD5510/18672024-07-16 17:06:51.133oai:repositorio.ufes.br:10/1867http://repositorio.ufes.brRepositório InstitucionalPUBhttp://repositorio.ufes.br/oai/requestopendoar:21082024-10-15T17:53:31.009697Repositório Institucional da Universidade Federal do Espírito Santo (riUfes) - Universidade Federal do Espírito Santo (UFES)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
dc.title.none.fl_str_mv Estudo in silico de derivados do G-CSF humano como antibacterianos
title Estudo in silico de derivados do G-CSF humano como antibacterianos
spellingShingle Estudo in silico de derivados do G-CSF humano como antibacterianos
Saturnino, Christine Facco
Antibacterial peptides
In silico analysis
Antimicrobial activity
Peptídeos antibacterianos
Análise in silico
Atividade antimicrobiana
Biotecnologia
Peptídios
Agentes antibacterianos
61
title_short Estudo in silico de derivados do G-CSF humano como antibacterianos
title_full Estudo in silico de derivados do G-CSF humano como antibacterianos
title_fullStr Estudo in silico de derivados do G-CSF humano como antibacterianos
title_full_unstemmed Estudo in silico de derivados do G-CSF humano como antibacterianos
title_sort Estudo in silico de derivados do G-CSF humano como antibacterianos
author Saturnino, Christine Facco
author_facet Saturnino, Christine Facco
author_role author
dc.contributor.advisor1.fl_str_mv Guimarães, Marco Cesar Cunnegundes
dc.contributor.author.fl_str_mv Saturnino, Christine Facco
dc.contributor.referee1.fl_str_mv Juliano, Maria Aparecida
dc.contributor.referee2.fl_str_mv Gomes, Daniel Claúdio de Oliveira
contributor_str_mv Guimarães, Marco Cesar Cunnegundes
Juliano, Maria Aparecida
Gomes, Daniel Claúdio de Oliveira
dc.subject.eng.fl_str_mv Antibacterial peptides
In silico analysis
Antimicrobial activity
topic Antibacterial peptides
In silico analysis
Antimicrobial activity
Peptídeos antibacterianos
Análise in silico
Atividade antimicrobiana
Biotecnologia
Peptídios
Agentes antibacterianos
61
dc.subject.por.fl_str_mv Peptídeos antibacterianos
Análise in silico
Atividade antimicrobiana
dc.subject.cnpq.fl_str_mv Biotecnologia
dc.subject.br-rjbn.none.fl_str_mv Peptídios
Agentes antibacterianos
dc.subject.udc.none.fl_str_mv 61
description In attempt to obtain new substances with antibacterial activity, the aim of this study was to evaluate the antibacterial potential of four synthesized peptides, where two of them have sequence derived from human G-CSF in silico fragmentation, while the other two were theoretically planned, allowing the verification of their interest as new therapeutic agents at human health. The evaluation was performed in two stages: in silico analysis, consisting of predictions of properties and parameters associated with antibacterial effect, through computational tools; and the in vitro experiment for determination of the minimum inhibitory concentration (MIC) of the peptides against Gram positive and negative bacteria. Most predictions was favorable for all four peptides, showed by determined results of hydrophobicity, amphipathicity, size, secondary structure, net charge, membrane binding potential, half-life and Boman Index, considered as desirable values for antibacterial potential. In the in silico analysis, only algorithmic prediction of antimicrobial activity revealed unfavorable results for peptides with sequences derived from G-CSF (peptides 1 and 2), nonetheless, the predictions were positive for the other two. The in vitro assay showed that up to the highest concentration used of the four peptides (500 μg/mL) was insufficient for determination of minimum inhibitory concentration, however it was possible to observe significant growing decrease of E. coli (58.7%) by peptide 4 and E. fecalis (86.1%) and E. coli (54.9%) by peptide 3, when compared with the viability control. These values indicate the presence of antibacterial activity in the theoretically planned peptides (peptides 3 and 4), confirming the computational predictions. Thus, it is possible to conclude that the in silico analysis was very important for the selection of the peptides to be synthesized, which showed results of in vitro assays in agreement with the computational prediction of antimicrobial activity.
publishDate 2013
dc.date.submitted.none.fl_str_mv 2013-07-31
dc.date.issued.fl_str_mv 2013-07-31
dc.date.accessioned.fl_str_mv 2016-05-13T14:04:33Z
dc.date.available.fl_str_mv 2016-06-24T06:00:05Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://repositorio.ufes.br/handle/10/1867
url http://repositorio.ufes.br/handle/10/1867
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv Text
dc.publisher.none.fl_str_mv Universidade Federal do Espírito Santo
Mestrado em Biotecnologia
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Biotecnologia
dc.publisher.initials.fl_str_mv UFES
dc.publisher.country.fl_str_mv BR
dc.publisher.department.fl_str_mv Centro de Ciências da Saúde
publisher.none.fl_str_mv Universidade Federal do Espírito Santo
Mestrado em Biotecnologia
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Espírito Santo (riUfes)
instname:Universidade Federal do Espírito Santo (UFES)
instacron:UFES
instname_str Universidade Federal do Espírito Santo (UFES)
instacron_str UFES
institution UFES
reponame_str Repositório Institucional da Universidade Federal do Espírito Santo (riUfes)
collection Repositório Institucional da Universidade Federal do Espírito Santo (riUfes)
bitstream.url.fl_str_mv http://repositorio.ufes.br/bitstreams/f4cd6b6e-7df5-424c-958e-0a171673e165/download
http://repositorio.ufes.br/bitstreams/220545e4-ff28-4c50-8993-c91b5a5cd4f2/download
http://repositorio.ufes.br/bitstreams/93e3d492-9db9-4394-bbf6-1e7784fb2804/download
http://repositorio.ufes.br/bitstreams/8e0ee9d1-a242-4029-9eeb-0d60dd2b4b3a/download
http://repositorio.ufes.br/bitstreams/8e634ca2-973e-4bac-acc0-5843d197d6a3/download
bitstream.checksum.fl_str_mv 4afdbb8c545fd630ea7db775da747b2f
ef48816a10f2d45f2e2fee2f478e2faf
9da0b6dfac957114c6a7714714b86306
39ff1bc59d15b9b7a17e711efee2949b
8a4605be74aa9ea9d79846c1fba20a33
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da Universidade Federal do Espírito Santo (riUfes) - Universidade Federal do Espírito Santo (UFES)
repository.mail.fl_str_mv
_version_ 1813022514941526016