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.
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spelling Estudo in silico de derivados do G-CSF humano como antibacterianosAntibacterial peptidesIn silico analysisAntimicrobial activityPeptídeos antibacterianosAnálise in silicoAtividade antimicrobianaPeptídiosAgentes antibacterianosBiotecnologia61In 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.Universidade Federal do Espírito SantoBRMestrado em BiotecnologiaCentro de Ciências da SaúdeUFESPrograma de Pós-Graduação em BiotecnologiaGuimarães, Marco Cesar CunnegundesJuliano, Maria AparecidaGomes, Daniel Claúdio de OliveiraSaturnino, Christine Facco2016-05-13T14:04:33Z2016-06-24T06:00:05Z2013-07-312013-07-31info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisTextapplication/pdfhttp://repositorio.ufes.br/handle/10/1867porinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da Universidade Federal do Espírito Santo (riUfes)instname:Universidade Federal do Espírito Santo (UFES)instacron:UFES2024-07-16T17:06:51Zoai:repositorio.ufes.br:10/1867Repositório InstitucionalPUBhttp://repositorio.ufes.br/oai/requestopendoar:21082024-07-16T17:06:51Repositório Institucional da Universidade Federal do Espírito Santo (riUfes) - Universidade Federal do Espírito Santo (UFES)false
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
Peptídios
Agentes antibacterianos
Biotecnologia
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.none.fl_str_mv Guimarães, Marco Cesar Cunnegundes
Juliano, Maria Aparecida
Gomes, Daniel Claúdio de Oliveira
dc.contributor.author.fl_str_mv Saturnino, Christine Facco
dc.subject.por.fl_str_mv Antibacterial peptides
In silico analysis
Antimicrobial activity
Peptídeos antibacterianos
Análise in silico
Atividade antimicrobiana
Peptídios
Agentes antibacterianos
Biotecnologia
61
topic Antibacterial peptides
In silico analysis
Antimicrobial activity
Peptídeos antibacterianos
Análise in silico
Atividade antimicrobiana
Peptídios
Agentes antibacterianos
Biotecnologia
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.none.fl_str_mv 2013-07-31
2013-07-31
2016-05-13T14:04:33Z
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
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language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.format.none.fl_str_mv Text
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal do Espírito Santo
BR
Mestrado em Biotecnologia
Centro de Ciências da Saúde
UFES
Programa de Pós-Graduação em Biotecnologia
publisher.none.fl_str_mv Universidade Federal do Espírito Santo
BR
Mestrado em Biotecnologia
Centro de Ciências da Saúde
UFES
Programa de Pós-Graduação em Biotecnologia
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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)
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
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