Triagem in silico de candidatos vacinais contra Toxoplasma gondii

Detalhes bibliográficos
Autor(a) principal: Inácio, Moisés Morais
Data de Publicação: 2018
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFG
dARK ID: ark:/38995/0013000007hch
Texto Completo: http://repositorio.bc.ufg.br/tede/handle/tede/8388
Resumo: Toxoplasma gondii is the causative agent of congenital toxoplasmosis, which manifests as mild chorioretinitis, miscarriage, mental retardation, microcephaly, hydrocephalus, and seizures. Treatment of this disease is limited and a new vaccine represents the best strategy for prevention of the infection. In the present study, the reverse vaccinology combined with immunomics was applied for the development of a vaccine against T. gondii. Using an in silico approach, we identified T. gondii’s proteins that contain signal peptide and transmembrane domain using the ToxoDB® database. We evaluated the homology of these proteins with the human proteome and predicted their epitopes using Blastp, NetMHCpan 3.0 and NetMHCIIpan 3.1 tools. Class I and II HLA alleles with frequency greater than 1% in the population of South America, North America and Europe were obtained using the dbMHC database. Processing of the MHC class I epitopes were evaluated by MHC I Processing on the IEDB® database and the B lymphocyte epitopes were obtained through the Bcpred and BCTOPE servers. Finally, the antigenicity of the potential targets was analyzed by the VAxiJen server. A total of 1228 proteins were obtained, from which 349 showed no homology with human proteins. For the South American population, among the proteins identified with promiscuous epitopes, we observed proteins that are part of the virulence arsenal of the pathogen such as ROP8, ROP7, ROM4, Cathepsin C / B, rhoptry neck protein and LMBR1 family region protein. In the North American and European populations, we identified common proteins to both populations, such as MIC15, ROP7, HECT-domain (ubiquitin-transferase) domain-containing protein and rhoptry neck protein. ROP31 and subtilisin SUB2 are exclusive to the North American population. These proteins are involved in the invasion process and were shown to be positive in all the parameters adopted in this study. Regarding B lymphocyte epitopes, proteins such as ROP7, ROP8, ROM4, MIC15, HECT were identified. These proteins also presented promiscuous epitopes to class I and II HLAs from the analyzed populations. In addition, MIC2, ROM5, ROP9, MIC8, and MIC9 also showed B lymphocyte epitopes, but MIC9 was noteworthy with the highest score, high expression in the bradyzoite stage, and lack of vaccine test. ROP7, ROP8, ROM4, MIC8 and MIC9 were selected for in vivo and in vitro testing. Thus, our results demonstrate that immunochemical reverse vaccination has been shown not only to identify potential vaccine candidates against pathogens with complex life cycles.
id UFG-2_8a2e21a62abacdfb5b98f7941471ad98
oai_identifier_str oai:repositorio.bc.ufg.br:tede/8388
network_acronym_str UFG-2
network_name_str Repositório Institucional da UFG
repository_id_str
spelling Paccez, Juliano Domiracihttp://lattes.cnpq.br/2350706025601982Cravo, Pedro Vitor Lemoshttp://lattes.cnpq.br/1059199347781390Castro, Ana Maria deRocha, Thiago Lopeshttp://lattes.cnpq.br/3837549473183997Inácio, Moisés Morais2018-04-26T11:15:33Z2018-03-06INACIO, M. M. Triagem in silico de candidatos vacinais contra Toxoplasma gondii. 2018. 96 f. Dissertação (Mestrado em Genética e Biologia Molecular) - Universidade Federal de Goiás, Goiânia, 2018.http://repositorio.bc.ufg.br/tede/handle/tede/8388ark:/38995/0013000007hchToxoplasma gondii is the causative agent of congenital toxoplasmosis, which manifests as mild chorioretinitis, miscarriage, mental retardation, microcephaly, hydrocephalus, and seizures. Treatment of this disease is limited and a new vaccine represents the best strategy for prevention of the infection. In the present study, the reverse vaccinology combined with immunomics was applied for the development of a vaccine against T. gondii. Using an in silico approach, we identified T. gondii’s proteins that contain signal peptide and transmembrane domain using the ToxoDB® database. We evaluated the homology of these proteins with the human proteome and predicted their epitopes using Blastp, NetMHCpan 3.0 and NetMHCIIpan 3.1 tools. Class I and II HLA alleles with frequency greater than 1% in the population of South America, North America and Europe were obtained using the dbMHC database. Processing of the MHC class I epitopes were evaluated by MHC I Processing on the IEDB® database and the B lymphocyte epitopes were obtained through the Bcpred and BCTOPE servers. Finally, the antigenicity of the potential targets was analyzed by the VAxiJen server. A total of 1228 proteins were obtained, from which 349 showed no homology with human proteins. For the South American population, among the proteins identified with promiscuous epitopes, we observed proteins that are part of the virulence arsenal of the pathogen such as ROP8, ROP7, ROM4, Cathepsin C / B, rhoptry neck protein and LMBR1 family region protein. In the North American and European populations, we identified common proteins to both populations, such as MIC15, ROP7, HECT-domain (ubiquitin-transferase) domain-containing protein and rhoptry neck protein. ROP31 and subtilisin SUB2 are exclusive to the North American population. These proteins are involved in the invasion process and were shown to be positive in all the parameters adopted in this study. Regarding B lymphocyte epitopes, proteins such as ROP7, ROP8, ROM4, MIC15, HECT were identified. These proteins also presented promiscuous epitopes to class I and II HLAs from the analyzed populations. In addition, MIC2, ROM5, ROP9, MIC8, and MIC9 also showed B lymphocyte epitopes, but MIC9 was noteworthy with the highest score, high expression in the bradyzoite stage, and lack of vaccine test. ROP7, ROP8, ROM4, MIC8 and MIC9 were selected for in vivo and in vitro testing. Thus, our results demonstrate that immunochemical reverse vaccination has been shown not only to identify potential vaccine candidates against pathogens with complex life cycles.Toxoplasma gondii é o agente etiológico da toxoplasmose congênita, que pode se manifestar como coriorretinite leve, aborto espontâneo, retardo mental, microcefalia, hidrocefalia e convulsões. O tratamento dessa doença é limitado e uma nova vacina representaria a melhor estratégia para a prevenção da infecção. No presente estudo, adotamos a vacinologia reversa associada a imunômica foi aplicada na construção de uma vacina contra T. gondii. Utilizando uma abordagem in silico, selecionamos as proteínas do patógeno que possuem peptídeo sinal e domínio transmembranar utilizando o banco de dados no ToxoDB®. Avaliamos a homologia dessas proteínas com o proteoma humano e predizemos os epítopos utilizando as ferramentas Blastp. NetMHCpan 3.0 e NetMHCIIpan 3.1. Os alelos de HLAs de classe I e II com frequência ≥ 1% na população da América do Sul, América do Norte e Europa foram obtido através do banco de dados dbMHC. O processamento dos epítopos de MHC de classe I foram avaliados pelo MHC I Processing no banco de dados IEDB® e os epítopos de linfócitos B foram obtidos através dos servidores Bcpred e BCTOPE. Por fim, a antigenicidade dos potenciais alvos foi analisada pelo servidor VAxiJen. Um total de 1228 proteínas foi obtido, das quais 349 não apresentaram homologias em humanos. Para a população sul-americana, entre as proteínas com epítopos promíscuos identificadas, observamos proteínas que fazem parte do arsenal de virulência do patógeno tais como ROP8, ROP7, ROM4, cathepsin C/B, rhoptry neck protein e LMBR1 family region protein. Em relação às populações norte-americana e europeia, a identificação de epítopos promíscuos revelou proteínas comums às duas populações tais quais MIC15, ROP7, HECT-domain (ubiquitin-transferase) domain-containing protein e rhoptry neck protein e exclusivas à população norte americana, como ROP31 e subtilisina SUB2. Essas proteínas estão envolvidas no processo de invasão e/ou foram positivas em todos os parâmetros adotados neste estudo. Com relação aos epítopos de linfócitos B, obteve-se 93 proteínas, dentre elas, ROP7, ROP8, ROM4, MIC15, HECT que também apresentaram epítopos promíscuos aos HLAs de classe I e II das populações analisadas. Além delas, MIC2, ROM5, ROP9, MIC8 e MIC9 também apresentaram epítopos de linfócitos B, mas MIC9 destacou-se com o maior score; pela elevada expressão no estágio de bradizoíto e pela inexistência de testes vacinais. ROP7, ROP8, ROM4, MIC8 e MIC9 foram selecionadas para teste in vivo e in vitro. Dessa forma, nossos resultados demonstram que vacinologia reversa associada a imunômica mostrou-se capaz de identificar fortes candidatos vacinais contra patógenos de ciclo vida complexo.Submitted by Erika Demachki (erikademachki@gmail.com) on 2018-04-25T20:07:07Z No. of bitstreams: 2 Dissertação - Moisés Morais Inácio - 2018.pdf: 2052518 bytes, checksum: 343f0c40d2a797544b4af9800b9e5522 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2018-04-26T11:15:33Z (GMT) No. of bitstreams: 2 Dissertação - Moisés Morais Inácio - 2018.pdf: 2052518 bytes, checksum: 343f0c40d2a797544b4af9800b9e5522 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2018-04-26T11:15:33Z (GMT). No. of bitstreams: 2 Dissertação - Moisés Morais Inácio - 2018.pdf: 2052518 bytes, checksum: 343f0c40d2a797544b4af9800b9e5522 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Previous issue date: 2018-03-06Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal de GoiásPrograma de Pós-graduação em Genética e Biologia Molecular (ICB)UFGBrasilInstituto de Ciências Biológicas - ICB (RG)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessVacinologia reversaImunômicaBioinformáticaReverse vaccinologyImmunomicsBioinformaticsCIENCIAS BIOLOGICAS::GENETICATriagem in silico de candidatos vacinais contra Toxoplasma gondiiIn silico screening of vaccine candidates against Toxoplasma gondiiinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis-3983316729959641468600600600600-3872772117827373404-55181442685852520512075167498588264571reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://repositorio.bc.ufg.br/tede/bitstreams/cede0dd4-8344-4f97-a3dc-c1df2ef1ffa3/downloadbd3efa91386c1718a7f26a329fdcb468MD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://repositorio.bc.ufg.br/tede/bitstreams/204c2952-77b9-4cbd-b176-a11bfdf6033b/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-80http://repositorio.bc.ufg.br/tede/bitstreams/a0df869f-891f-4a70-a8fe-5f8e0bda82c1/downloadd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80http://repositorio.bc.ufg.br/tede/bitstreams/ebda32ca-2aa3-4ca7-87d4-072e8bd82159/downloadd41d8cd98f00b204e9800998ecf8427eMD54ORIGINALDissertação - Moisés Morais Inácio - 2018.pdfDissertação - Moisés Morais Inácio - 2018.pdfapplication/pdf2052518http://repositorio.bc.ufg.br/tede/bitstreams/1dc947d4-eaa8-494e-817e-714b5525f0e9/download343f0c40d2a797544b4af9800b9e5522MD55tede/83882018-04-26 08:15:33.697http://creativecommons.org/licenses/by-nc-nd/4.0/Acesso Abertoopen.accessoai:repositorio.bc.ufg.br:tede/8388http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2018-04-26T11:15:33Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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
dc.title.eng.fl_str_mv Triagem in silico de candidatos vacinais contra Toxoplasma gondii
dc.title.alternative.eng.fl_str_mv In silico screening of vaccine candidates against Toxoplasma gondii
title Triagem in silico de candidatos vacinais contra Toxoplasma gondii
spellingShingle Triagem in silico de candidatos vacinais contra Toxoplasma gondii
Inácio, Moisés Morais
Vacinologia reversa
Imunômica
Bioinformática
Reverse vaccinology
Immunomics
Bioinformatics
CIENCIAS BIOLOGICAS::GENETICA
title_short Triagem in silico de candidatos vacinais contra Toxoplasma gondii
title_full Triagem in silico de candidatos vacinais contra Toxoplasma gondii
title_fullStr Triagem in silico de candidatos vacinais contra Toxoplasma gondii
title_full_unstemmed Triagem in silico de candidatos vacinais contra Toxoplasma gondii
title_sort Triagem in silico de candidatos vacinais contra Toxoplasma gondii
author Inácio, Moisés Morais
author_facet Inácio, Moisés Morais
author_role author
dc.contributor.advisor1.fl_str_mv Paccez, Juliano Domiraci
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/2350706025601982
dc.contributor.advisor-co1.fl_str_mv Cravo, Pedro Vitor Lemos
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/1059199347781390
dc.contributor.referee1.fl_str_mv Castro, Ana Maria de
dc.contributor.referee2.fl_str_mv Rocha, Thiago Lopes
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/3837549473183997
dc.contributor.author.fl_str_mv Inácio, Moisés Morais
contributor_str_mv Paccez, Juliano Domiraci
Cravo, Pedro Vitor Lemos
Castro, Ana Maria de
Rocha, Thiago Lopes
dc.subject.por.fl_str_mv Vacinologia reversa
Imunômica
Bioinformática
topic Vacinologia reversa
Imunômica
Bioinformática
Reverse vaccinology
Immunomics
Bioinformatics
CIENCIAS BIOLOGICAS::GENETICA
dc.subject.eng.fl_str_mv Reverse vaccinology
Immunomics
Bioinformatics
dc.subject.cnpq.fl_str_mv CIENCIAS BIOLOGICAS::GENETICA
description Toxoplasma gondii is the causative agent of congenital toxoplasmosis, which manifests as mild chorioretinitis, miscarriage, mental retardation, microcephaly, hydrocephalus, and seizures. Treatment of this disease is limited and a new vaccine represents the best strategy for prevention of the infection. In the present study, the reverse vaccinology combined with immunomics was applied for the development of a vaccine against T. gondii. Using an in silico approach, we identified T. gondii’s proteins that contain signal peptide and transmembrane domain using the ToxoDB® database. We evaluated the homology of these proteins with the human proteome and predicted their epitopes using Blastp, NetMHCpan 3.0 and NetMHCIIpan 3.1 tools. Class I and II HLA alleles with frequency greater than 1% in the population of South America, North America and Europe were obtained using the dbMHC database. Processing of the MHC class I epitopes were evaluated by MHC I Processing on the IEDB® database and the B lymphocyte epitopes were obtained through the Bcpred and BCTOPE servers. Finally, the antigenicity of the potential targets was analyzed by the VAxiJen server. A total of 1228 proteins were obtained, from which 349 showed no homology with human proteins. For the South American population, among the proteins identified with promiscuous epitopes, we observed proteins that are part of the virulence arsenal of the pathogen such as ROP8, ROP7, ROM4, Cathepsin C / B, rhoptry neck protein and LMBR1 family region protein. In the North American and European populations, we identified common proteins to both populations, such as MIC15, ROP7, HECT-domain (ubiquitin-transferase) domain-containing protein and rhoptry neck protein. ROP31 and subtilisin SUB2 are exclusive to the North American population. These proteins are involved in the invasion process and were shown to be positive in all the parameters adopted in this study. Regarding B lymphocyte epitopes, proteins such as ROP7, ROP8, ROM4, MIC15, HECT were identified. These proteins also presented promiscuous epitopes to class I and II HLAs from the analyzed populations. In addition, MIC2, ROM5, ROP9, MIC8, and MIC9 also showed B lymphocyte epitopes, but MIC9 was noteworthy with the highest score, high expression in the bradyzoite stage, and lack of vaccine test. ROP7, ROP8, ROM4, MIC8 and MIC9 were selected for in vivo and in vitro testing. Thus, our results demonstrate that immunochemical reverse vaccination has been shown not only to identify potential vaccine candidates against pathogens with complex life cycles.
publishDate 2018
dc.date.accessioned.fl_str_mv 2018-04-26T11:15:33Z
dc.date.issued.fl_str_mv 2018-03-06
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.citation.fl_str_mv INACIO, M. M. Triagem in silico de candidatos vacinais contra Toxoplasma gondii. 2018. 96 f. Dissertação (Mestrado em Genética e Biologia Molecular) - Universidade Federal de Goiás, Goiânia, 2018.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/8388
dc.identifier.dark.fl_str_mv ark:/38995/0013000007hch
identifier_str_mv INACIO, M. M. Triagem in silico de candidatos vacinais contra Toxoplasma gondii. 2018. 96 f. Dissertação (Mestrado em Genética e Biologia Molecular) - Universidade Federal de Goiás, Goiânia, 2018.
ark:/38995/0013000007hch
url http://repositorio.bc.ufg.br/tede/handle/tede/8388
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv -3983316729959641468
dc.relation.confidence.fl_str_mv 600
600
600
600
dc.relation.department.fl_str_mv -3872772117827373404
dc.relation.cnpq.fl_str_mv -5518144268585252051
dc.relation.sponsorship.fl_str_mv 2075167498588264571
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Goiás
dc.publisher.program.fl_str_mv Programa de Pós-graduação em Genética e Biologia Molecular (ICB)
dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Instituto de Ciências Biológicas - ICB (RG)
publisher.none.fl_str_mv Universidade Federal de Goiás
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFG
instname:Universidade Federal de Goiás (UFG)
instacron:UFG
instname_str Universidade Federal de Goiás (UFG)
instacron_str UFG
institution UFG
reponame_str Repositório Institucional da UFG
collection Repositório Institucional da UFG
bitstream.url.fl_str_mv http://repositorio.bc.ufg.br/tede/bitstreams/cede0dd4-8344-4f97-a3dc-c1df2ef1ffa3/download
http://repositorio.bc.ufg.br/tede/bitstreams/204c2952-77b9-4cbd-b176-a11bfdf6033b/download
http://repositorio.bc.ufg.br/tede/bitstreams/a0df869f-891f-4a70-a8fe-5f8e0bda82c1/download
http://repositorio.bc.ufg.br/tede/bitstreams/ebda32ca-2aa3-4ca7-87d4-072e8bd82159/download
http://repositorio.bc.ufg.br/tede/bitstreams/1dc947d4-eaa8-494e-817e-714b5525f0e9/download
bitstream.checksum.fl_str_mv bd3efa91386c1718a7f26a329fdcb468
4afdbb8c545fd630ea7db775da747b2f
d41d8cd98f00b204e9800998ecf8427e
d41d8cd98f00b204e9800998ecf8427e
343f0c40d2a797544b4af9800b9e5522
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)
repository.mail.fl_str_mv tasesdissertacoes.bc@ufg.br
_version_ 1815172589838925824