Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio
Autor(a) principal: | |
---|---|
Data de Publicação: | 2017 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Biblioteca Digital de Teses e Dissertações da UCB |
Texto Completo: | https://bdtd.ucb.br:8443/jspui/handle/tede/2266 |
Resumo: | Currently, various bacteria can be harmful to human health. Moreover, with continued use of antibiotics and development of resistance by these microorganisms, many infections became worrying, with no effective treatments available generating the need for development of other fighting molecules. In this context, the antimicrobial peptides (AMPs) have been proposed as an alternative in the control of infections caused by resistant microorganisms. Despite the variation in sequence levels, AMPs may present high structural conservation in specific families, especially peptides stabilized by disulfide bonds. Canonically, the identification of PAMs is by exploitation of bioactive natural extracts and subsequent analysis and purification thereof. In the post genomics era, in turn, identifying PAMs could be made from databases using molecular modeling of peptides in direct search. In this work were selected AMPs without structure in PDB, from antimicrobial peptide database (APD) (http://aps.unmc.edu/AP/main.php). The sequences were pre-filtered, being selected two AMPs (myticin B and MiAMP-2b) of classes described with modifications in disulfide bonds pattern arrangement. Additionally, the original bank was submitted to STPs identification. PredSTP was used as an additional evaluation. After prefiltering phases, a new potential STP (CRS4C-2b) with a new hypothetical structural topology was modelled by QUARK and simulated at 300 ns molecular dynamics, maintaining the initial structure. The methodology was then applied to identify PAMs in the Zantedeschia aethiopica transcriptome where two new potential PAMs were found that were predicted to be active by CAMP. Thus, the two methodologies developed here can be successfully applied in the identification of new PAMs and in the analysis of the structural diversity of antimicrobial families. |
id |
UCB_a8b02d9782ffae90e7498c10de250c90 |
---|---|
oai_identifier_str |
oai:bdtd.ucb.br:tede/2266 |
network_acronym_str |
UCB |
network_name_str |
Biblioteca Digital de Teses e Dissertações da UCB |
spelling |
Franco, Oct??vio Luizhttp://lattes.cnpq.br/8598274096498065http://lattes.cnpq.br/2394400377049730Silva, ??llan Pires da2017-09-06T11:52:34Z2017-03-14SILVA, ??llan Pires da. Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio. 2017. 103 f. Disserta????o (Programa Stricto Sensu em Ci??ncias Gen??micas e Biotecnologia) - Universidade Cat??lica de Bras??lia, Bras??lia, 2017.https://bdtd.ucb.br:8443/jspui/handle/tede/2266Currently, various bacteria can be harmful to human health. Moreover, with continued use of antibiotics and development of resistance by these microorganisms, many infections became worrying, with no effective treatments available generating the need for development of other fighting molecules. In this context, the antimicrobial peptides (AMPs) have been proposed as an alternative in the control of infections caused by resistant microorganisms. Despite the variation in sequence levels, AMPs may present high structural conservation in specific families, especially peptides stabilized by disulfide bonds. Canonically, the identification of PAMs is by exploitation of bioactive natural extracts and subsequent analysis and purification thereof. In the post genomics era, in turn, identifying PAMs could be made from databases using molecular modeling of peptides in direct search. In this work were selected AMPs without structure in PDB, from antimicrobial peptide database (APD) (http://aps.unmc.edu/AP/main.php). The sequences were pre-filtered, being selected two AMPs (myticin B and MiAMP-2b) of classes described with modifications in disulfide bonds pattern arrangement. Additionally, the original bank was submitted to STPs identification. PredSTP was used as an additional evaluation. After prefiltering phases, a new potential STP (CRS4C-2b) with a new hypothetical structural topology was modelled by QUARK and simulated at 300 ns molecular dynamics, maintaining the initial structure. The methodology was then applied to identify PAMs in the Zantedeschia aethiopica transcriptome where two new potential PAMs were found that were predicted to be active by CAMP. Thus, the two methodologies developed here can be successfully applied in the identification of new PAMs and in the analysis of the structural diversity of antimicrobial families.Atualmente, v??rias bact??rias podem ser prejudiciais ?? sa??de humana. Al??m disso, com o uso cont??nuo de antibi??ticos, e desenvolvimento de resist??ncia por parte desses microrganismos, muitas infec????es se tornaram preocupantes, sem tratamentos eficazes dispon??veis gerando a necessidade de desenvolvimento de outras mol??culas de combate. Nesse ??mbito, os pept??deos antimicrobianos (PAMs) t??m sido propostos como uma alternativa no controle de infec????es causadas por microrganismos resistentes. Apesar da variabilidade nas sequ??ncias, os PAMs podem apresentar grande conserva????o estrutural em fam??lias espec??ficas, principalmente em pept??deos estabilizados por pontes dissulfeto. De forma can??nica, a identifica????o de PAMs se d?? pela explora????o de extratos naturais bioativos e posterior an??lise e purifica????o dos mesmos. Na era p??s-gen??mica, por sua vez, a identifica????o de PAMs pode ser feita a partir de bancos de dados utilizando modelagem molecular na busca direta de pept??deos. Nesse trabalho foram selecionados PAMs sem estrutura no PDB, a partir do banco de dados de pept??deos antimicrobianos (APD) (http://aps.unmc.edu/AP/main.php). Desta forma, as sequ??ncias foram pr??-filtradas, sendo selecionados dois PAMs (miticina B e MiAMP-2b) de classes descritas com varia????o na disposi????o ou padr??o de pontes dissulfeto. Al??m disso, o banco original foi submetido ?? identifica????o de STPs. Para tal, o servidor PredSTP foi utilizado como avalia????o adicional. Ao final das etapas de pr??-filtragem, um novo potencial STP (CRS4C-2b) com uma nova topologia estrutural foi modelado pelo QUARK e simulado em din??mica molecular, mantendo a estrutura inicial. A metodologia foi ent??o aplicada para identifica????o de PAMs no transcriptoma de Zantedeschia aethiopica onde foram encontrados dois novos potenciais PAMs que foram preditos como ativos pelo CAMP. Dessa forma, as duas metodologias desenvolvidas aqui podem ser aplicadas com sucesso na identifica????o de novos PAMs e na an??lise de diversidade estrutural de fam??lias antimicrobianas.Submitted by Sara Ribeiro (sara.ribeiro@ucb.br) on 2017-09-06T11:52:23Z No. of bitstreams: 1 AllanPiresdaSilvaDissertacao2017.pdf: 4098983 bytes, checksum: 94ec346f3edc58586d44cec31a8597f4 (MD5)Approved for entry into archive by Sara Ribeiro (sara.ribeiro@ucb.br) on 2017-09-06T11:52:34Z (GMT) No. of bitstreams: 1 AllanPiresdaSilvaDissertacao2017.pdf: 4098983 bytes, checksum: 94ec346f3edc58586d44cec31a8597f4 (MD5)Made available in DSpace on 2017-09-06T11:52:34Z (GMT). No. of bitstreams: 1 AllanPiresdaSilvaDissertacao2017.pdf: 4098983 bytes, checksum: 94ec346f3edc58586d44cec31a8597f4 (MD5) Previous issue date: 2017-03-14application/pdfhttps://bdtd.ucb.br:8443/jspui/retrieve/5103/AllanPiresdaSilvaDissertacao2017.pdf.jpgporUniversidade Cat??lica de Bras??liaPrograma Strictu Sensu em Ci??ncias Gen??micas e BiotecnologiaUCBBrasilEscola de Sa??de e MedicinaSTPBancos de dadosDin??mica molecularPept??deos antimicrobianosTranscriptomaCNPQ::CIENCIAS DA SAUDEIdentifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initioinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UCBinstname:Universidade Católica de Brasília (UCB)instacron:UCBLICENSElicense.txtlicense.txttext/plain; charset=utf-82122https://200.214.135.178:8443/jspui/bitstream/tede/2266/1/license.txt302d2cd6169132532f8ce4ab3974cba3MD51ORIGINALAllanPiresdaSilvaDissertacao2017.pdfAllanPiresdaSilvaDissertacao2017.pdfapplication/pdf4098983https://200.214.135.178:8443/jspui/bitstream/tede/2266/2/AllanPiresdaSilvaDissertacao2017.pdf94ec346f3edc58586d44cec31a8597f4MD52TEXTAllanPiresdaSilvaDissertacao2017.pdf.txtAllanPiresdaSilvaDissertacao2017.pdf.txttext/plain141319https://200.214.135.178:8443/jspui/bitstream/tede/2266/3/AllanPiresdaSilvaDissertacao2017.pdf.txt2715f95bb6e67432fa87ac26cd6bbbc9MD53THUMBNAILAllanPiresdaSilvaDissertacao2017.pdf.jpgAllanPiresdaSilvaDissertacao2017.pdf.jpgimage/jpeg5260https://200.214.135.178:8443/jspui/bitstream/tede/2266/4/AllanPiresdaSilvaDissertacao2017.pdf.jpge39e1bbddc17d6689cf415371cb34a6dMD54tede/22662019-09-09 17:18:36.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Biblioteca Digital de Teses e Dissertaçõeshttps://bdtd.ucb.br:8443/jspui/ |
dc.title.por.fl_str_mv |
Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio |
title |
Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio |
spellingShingle |
Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio Silva, ??llan Pires da STP Bancos de dados Din??mica molecular Pept??deos antimicrobianos Transcriptoma CNPQ::CIENCIAS DA SAUDE |
title_short |
Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio |
title_full |
Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio |
title_fullStr |
Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio |
title_full_unstemmed |
Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio |
title_sort |
Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio |
author |
Silva, ??llan Pires da |
author_facet |
Silva, ??llan Pires da |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Franco, Oct??vio Luiz |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/8598274096498065 |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/2394400377049730 |
dc.contributor.author.fl_str_mv |
Silva, ??llan Pires da |
contributor_str_mv |
Franco, Oct??vio Luiz |
dc.subject.por.fl_str_mv |
STP Bancos de dados Din??mica molecular Pept??deos antimicrobianos Transcriptoma |
topic |
STP Bancos de dados Din??mica molecular Pept??deos antimicrobianos Transcriptoma CNPQ::CIENCIAS DA SAUDE |
dc.subject.cnpq.fl_str_mv |
CNPQ::CIENCIAS DA SAUDE |
dc.description.abstract.eng.fl_txt_mv |
Currently, various bacteria can be harmful to human health. Moreover, with continued use of antibiotics and development of resistance by these microorganisms, many infections became worrying, with no effective treatments available generating the need for development of other fighting molecules. In this context, the antimicrobial peptides (AMPs) have been proposed as an alternative in the control of infections caused by resistant microorganisms. Despite the variation in sequence levels, AMPs may present high structural conservation in specific families, especially peptides stabilized by disulfide bonds. Canonically, the identification of PAMs is by exploitation of bioactive natural extracts and subsequent analysis and purification thereof. In the post genomics era, in turn, identifying PAMs could be made from databases using molecular modeling of peptides in direct search. In this work were selected AMPs without structure in PDB, from antimicrobial peptide database (APD) (http://aps.unmc.edu/AP/main.php). The sequences were pre-filtered, being selected two AMPs (myticin B and MiAMP-2b) of classes described with modifications in disulfide bonds pattern arrangement. Additionally, the original bank was submitted to STPs identification. PredSTP was used as an additional evaluation. After prefiltering phases, a new potential STP (CRS4C-2b) with a new hypothetical structural topology was modelled by QUARK and simulated at 300 ns molecular dynamics, maintaining the initial structure. The methodology was then applied to identify PAMs in the Zantedeschia aethiopica transcriptome where two new potential PAMs were found that were predicted to be active by CAMP. Thus, the two methodologies developed here can be successfully applied in the identification of new PAMs and in the analysis of the structural diversity of antimicrobial families. |
dc.description.abstract.por.fl_txt_mv |
Atualmente, v??rias bact??rias podem ser prejudiciais ?? sa??de humana. Al??m disso, com o uso cont??nuo de antibi??ticos, e desenvolvimento de resist??ncia por parte desses microrganismos, muitas infec????es se tornaram preocupantes, sem tratamentos eficazes dispon??veis gerando a necessidade de desenvolvimento de outras mol??culas de combate. Nesse ??mbito, os pept??deos antimicrobianos (PAMs) t??m sido propostos como uma alternativa no controle de infec????es causadas por microrganismos resistentes. Apesar da variabilidade nas sequ??ncias, os PAMs podem apresentar grande conserva????o estrutural em fam??lias espec??ficas, principalmente em pept??deos estabilizados por pontes dissulfeto. De forma can??nica, a identifica????o de PAMs se d?? pela explora????o de extratos naturais bioativos e posterior an??lise e purifica????o dos mesmos. Na era p??s-gen??mica, por sua vez, a identifica????o de PAMs pode ser feita a partir de bancos de dados utilizando modelagem molecular na busca direta de pept??deos. Nesse trabalho foram selecionados PAMs sem estrutura no PDB, a partir do banco de dados de pept??deos antimicrobianos (APD) (http://aps.unmc.edu/AP/main.php). Desta forma, as sequ??ncias foram pr??-filtradas, sendo selecionados dois PAMs (miticina B e MiAMP-2b) de classes descritas com varia????o na disposi????o ou padr??o de pontes dissulfeto. Al??m disso, o banco original foi submetido ?? identifica????o de STPs. Para tal, o servidor PredSTP foi utilizado como avalia????o adicional. Ao final das etapas de pr??-filtragem, um novo potencial STP (CRS4C-2b) com uma nova topologia estrutural foi modelado pelo QUARK e simulado em din??mica molecular, mantendo a estrutura inicial. A metodologia foi ent??o aplicada para identifica????o de PAMs no transcriptoma de Zantedeschia aethiopica onde foram encontrados dois novos potenciais PAMs que foram preditos como ativos pelo CAMP. Dessa forma, as duas metodologias desenvolvidas aqui podem ser aplicadas com sucesso na identifica????o de novos PAMs e na an??lise de diversidade estrutural de fam??lias antimicrobianas. |
description |
Currently, various bacteria can be harmful to human health. Moreover, with continued use of antibiotics and development of resistance by these microorganisms, many infections became worrying, with no effective treatments available generating the need for development of other fighting molecules. In this context, the antimicrobial peptides (AMPs) have been proposed as an alternative in the control of infections caused by resistant microorganisms. Despite the variation in sequence levels, AMPs may present high structural conservation in specific families, especially peptides stabilized by disulfide bonds. Canonically, the identification of PAMs is by exploitation of bioactive natural extracts and subsequent analysis and purification thereof. In the post genomics era, in turn, identifying PAMs could be made from databases using molecular modeling of peptides in direct search. In this work were selected AMPs without structure in PDB, from antimicrobial peptide database (APD) (http://aps.unmc.edu/AP/main.php). The sequences were pre-filtered, being selected two AMPs (myticin B and MiAMP-2b) of classes described with modifications in disulfide bonds pattern arrangement. Additionally, the original bank was submitted to STPs identification. PredSTP was used as an additional evaluation. After prefiltering phases, a new potential STP (CRS4C-2b) with a new hypothetical structural topology was modelled by QUARK and simulated at 300 ns molecular dynamics, maintaining the initial structure. The methodology was then applied to identify PAMs in the Zantedeschia aethiopica transcriptome where two new potential PAMs were found that were predicted to be active by CAMP. Thus, the two methodologies developed here can be successfully applied in the identification of new PAMs and in the analysis of the structural diversity of antimicrobial families. |
publishDate |
2017 |
dc.date.accessioned.fl_str_mv |
2017-09-06T11:52:34Z |
dc.date.issued.fl_str_mv |
2017-03-14 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
status_str |
publishedVersion |
format |
masterThesis |
dc.identifier.citation.fl_str_mv |
SILVA, ??llan Pires da. Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio. 2017. 103 f. Disserta????o (Programa Stricto Sensu em Ci??ncias Gen??micas e Biotecnologia) - Universidade Cat??lica de Bras??lia, Bras??lia, 2017. |
dc.identifier.uri.fl_str_mv |
https://bdtd.ucb.br:8443/jspui/handle/tede/2266 |
identifier_str_mv |
SILVA, ??llan Pires da. Identifica????o de pept??deos antimicrobianos atrav??s de predi????es estruturais por meio de Threading e Ab Initio. 2017. 103 f. Disserta????o (Programa Stricto Sensu em Ci??ncias Gen??micas e Biotecnologia) - Universidade Cat??lica de Bras??lia, Bras??lia, 2017. |
url |
https://bdtd.ucb.br:8443/jspui/handle/tede/2266 |
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 |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Cat??lica de Bras??lia |
dc.publisher.program.fl_str_mv |
Programa Strictu Sensu em Ci??ncias Gen??micas e Biotecnologia |
dc.publisher.initials.fl_str_mv |
UCB |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
Escola de Sa??de e Medicina |
publisher.none.fl_str_mv |
Universidade Cat??lica de Bras??lia |
dc.source.none.fl_str_mv |
reponame:Biblioteca Digital de Teses e Dissertações da UCB instname:Universidade Católica de Brasília (UCB) instacron:UCB |
instname_str |
Universidade Católica de Brasília (UCB) |
instacron_str |
UCB |
institution |
UCB |
reponame_str |
Biblioteca Digital de Teses e Dissertações da UCB |
collection |
Biblioteca Digital de Teses e Dissertações da UCB |
bitstream.url.fl_str_mv |
https://200.214.135.178:8443/jspui/bitstream/tede/2266/1/license.txt https://200.214.135.178:8443/jspui/bitstream/tede/2266/2/AllanPiresdaSilvaDissertacao2017.pdf https://200.214.135.178:8443/jspui/bitstream/tede/2266/3/AllanPiresdaSilvaDissertacao2017.pdf.txt https://200.214.135.178:8443/jspui/bitstream/tede/2266/4/AllanPiresdaSilvaDissertacao2017.pdf.jpg |
bitstream.checksum.fl_str_mv |
302d2cd6169132532f8ce4ab3974cba3 94ec346f3edc58586d44cec31a8597f4 2715f95bb6e67432fa87ac26cd6bbbc9 e39e1bbddc17d6689cf415371cb34a6d |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 |
repository.name.fl_str_mv |
|
repository.mail.fl_str_mv |
|
_version_ |
1724829775639347200 |