Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional

Detalhes bibliográficos
Ano de defesa: 2024
Autor(a) principal: Campos, Daniel Melo de Oliveira
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal do Rio Grande do Norte
Brasil
UFRN
PROGRAMA DE PÓS-GRADUAÇÃO EM BIOQUÍMICA E BIOLOGIA MOLECULAR
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: https://repositorio.ufrn.br/handle/123456789/60498
Resumo: Infections caused by SARS-CoV-2 have posed a significant threat to global public health and remain a relevant and complex issue. This thesis aimed to explore new approaches to combat the virus, focusing on the development of a multi-epitope vaccine and the identification of potential inhibitors of the Mpro protease. Two in silico studies were conducted: one dedicated to designing a multi-epitope vaccine using reverse vaccinology, and the other aimed at analyzing non-covalent inhibitors through computational chemistry. The first chapter of this thesis presents an in silico study for the development of a new multi-epitope vaccine against SARS-CoV-2, including the Alpha, Beta, Gamma, Delta, and Omicron variants. An immunoinformatics approach was used to identify the best immunogenic epitopes from the four structural proteins of the virus (S, M, N, and E) from 475 sequenced genomes from regions with a high incidence of the disease. The vaccine was modeled, refined, validated, and its molecular docking with the TLR3 receptor was evaluated. The results suggest that the candidate vaccine enhances the antibody response and should be tested in clinical trials. In the second chapter, we comparatively evaluated the non-covalent inhibitors WU-04 and ML188 using quantum energy calculations, quantum chemical descriptors, and ADMET predictions to determine their therapeutic potential. We identified that WU04, although more reactive and less stable than ML188, showed greater affinity for Mpro due to more hydrogen and hydrophobic interactions, especially with residues Met165, Asn142, Glu166, His41, and Leu141. The total energy calculated for the MproWU-04 complex was (-52.21 kcal/mol), while for Mpro-ML188 it was (-40.47 kcal/mol), indicating that the WU-04 inhibitor has a higher energetic affinity, contributed by the presence of one more aromatic ring in region i. The substitution of the pyridine ring in region i for another aromatic ring of both potential inhibitors was suggested to improve affinity and eliminate repulsion with His163. Both compounds exhibited good absorption and distribution profiles and low clinical toxicity, but both face challenges regarding half-life, and WU-04 has a high molecular weight. The integration of ADMET analysis and quantum chemical descriptors revealed the need for structural adjustments and possible co-administrations to optimize the clinical efficacy of the inhibitors.
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spelling Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacionalMultiepitope vaccine development and analysis of potential inhibitors of the Sars-CoV-2 Mpro protease via reverse vaccinology and computational biochemistrySars-CoV-2Vacina multiepítopoInibidores não covalentesProtease MproQuímica computacionalCNPQ::CIENCIAS BIOLOGICASInfections caused by SARS-CoV-2 have posed a significant threat to global public health and remain a relevant and complex issue. This thesis aimed to explore new approaches to combat the virus, focusing on the development of a multi-epitope vaccine and the identification of potential inhibitors of the Mpro protease. Two in silico studies were conducted: one dedicated to designing a multi-epitope vaccine using reverse vaccinology, and the other aimed at analyzing non-covalent inhibitors through computational chemistry. The first chapter of this thesis presents an in silico study for the development of a new multi-epitope vaccine against SARS-CoV-2, including the Alpha, Beta, Gamma, Delta, and Omicron variants. An immunoinformatics approach was used to identify the best immunogenic epitopes from the four structural proteins of the virus (S, M, N, and E) from 475 sequenced genomes from regions with a high incidence of the disease. The vaccine was modeled, refined, validated, and its molecular docking with the TLR3 receptor was evaluated. The results suggest that the candidate vaccine enhances the antibody response and should be tested in clinical trials. In the second chapter, we comparatively evaluated the non-covalent inhibitors WU-04 and ML188 using quantum energy calculations, quantum chemical descriptors, and ADMET predictions to determine their therapeutic potential. We identified that WU04, although more reactive and less stable than ML188, showed greater affinity for Mpro due to more hydrogen and hydrophobic interactions, especially with residues Met165, Asn142, Glu166, His41, and Leu141. The total energy calculated for the MproWU-04 complex was (-52.21 kcal/mol), while for Mpro-ML188 it was (-40.47 kcal/mol), indicating that the WU-04 inhibitor has a higher energetic affinity, contributed by the presence of one more aromatic ring in region i. The substitution of the pyridine ring in region i for another aromatic ring of both potential inhibitors was suggested to improve affinity and eliminate repulsion with His163. Both compounds exhibited good absorption and distribution profiles and low clinical toxicity, but both face challenges regarding half-life, and WU-04 has a high molecular weight. The integration of ADMET analysis and quantum chemical descriptors revealed the need for structural adjustments and possible co-administrations to optimize the clinical efficacy of the inhibitors.Fundação Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESAs infecções causadas pelo SARS-CoV-2 representaram uma ameaça significativa à saúde pública global e continua sendo uma questão relevante e complexa. Esta tese teve como objetivo explorar novas abordagens para o combate ao vírus, focando no desenvolvimento de uma vacina multiepítopo e na identificação de potenciais inibidores da protease Mpro. Foram realizados dois estudos in silico: um dedicado ao design de uma vacina multiepítopo utilizando vacinologia reversa e outro voltado para o desenvolvimento de inibidores não covalentes por meio de química computacional. Além disso, a tese inclui uma revisão crítica sobre estratégias antivirais emergentes. Dessa forma, o primeiro capítulo desta tese apresenta uma revisão em forma de comentário sobre os alvos promissores e as estratégias farmacológicas adotadas durante o período pandêmico. Entre os principais alvos estavam a Mpro, a glicoproteína S e a TMPRSS2. Conclui-se que, apesar dos avanços, ainda eram necessárias evidências definitivas sobre a eficácia desses tratamentos. Enquanto isso, o reposicionamento de medicamentos existentes e o uso de plasma convalescente permaneciam como as melhores alternativas até que uma vacina eficaz fosse desenvolvida. No segundo capítulo, realizamos um estudo in sílico para o desenvolvimento de uma nova vacina multiepítopo contra SARS-CoV-2, incluindo as variantes Alfa, Beta, Gama, Delta e Omicron. Utilizamos uma abordagem imunoinformática para identificar os melhores epítopos imunogênicos das quatro proteínas estruturais do vírus (S, M, N e E) de 475 genomas sequenciados de regiões com alta incidência da doença. A vacina foi modelada, refinada, validada, e seu acoplamento molecular com o receptor TLR3 foi avaliado. Os resultados sugerem que a vacina candidata aumenta a resposta de anticorpos e deve ser testada em ensaios clínicos. No terceiro capítulo, avaliamos e comparamos dois potenciais inibidores não covalentes da Mpro do SARS-CoV-2, WU-04 e ML188, utilizando abordagens de química computacional, incluindo cálculos quânticos e análise ADMET. Nossos resultados revelaram que os resíduos Met165, Asn142, Glu166, His41 e Leu141 são críticos, pois interagem com alta afinidade com ambos os inibidores, sugerindo que esses resíduos são essenciais para a estabilização do complexo. A energia total calculada para o complexo Mpro-WU-04 foi de -52,21 kcal/mol, enquanto para o Mpro-ML188 foi de -40,47 kcal/mol, indicando que o inibidor WU-04 possui maior afinidade energética.Universidade Federal do Rio Grande do NorteBrasilUFRNPROGRAMA DE PÓS-GRADUAÇÃO EM BIOQUÍMICA E BIOLOGIA MOLECULAROliveira, Jonas Ivan Nobrehttps://orcid.org/0000-0003-4016-3018http://lattes.cnpq.br/9298368233770302https://orcid.org/0000-0003-1646-921Xhttp://lattes.cnpq.br/2461374517882321Fulco, Umberto Lainohttps://orcid.org/0000-0002-4528-9878http://lattes.cnpq.br/9579151361576173Rodrigues Neto, João FirminoVianna, Jéssica de FátimaBezerra, Katyanna SalesCampos, Daniel Melo de Oliveira2024-11-01T19:11:52Z2024-11-01T19:11:52Z2024-09-09info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfCAMPOS, Daniel Melo de Oliveira. Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional. Orientador: Dr. Jonas Ivana Nobre Oliveira. 2024. 152f. Tese (Doutorado em Bioquímica e Biologia Molecular) - Centro de Biociências, Universidade Federal do Rio Grande do Norte, Natal, 2024.https://repositorio.ufrn.br/handle/123456789/60498info:eu-repo/semantics/openAccessporreponame:Repositório Institucional da UFRNinstname:Universidade Federal do Rio Grande do Norte (UFRN)instacron:UFRN2024-11-01T19:12:43Zoai:repositorio.ufrn.br:123456789/60498Repositório InstitucionalPUBhttp://repositorio.ufrn.br/oai/repositorio@bczm.ufrn.bropendoar:2024-11-01T19:12:43Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)false
dc.title.none.fl_str_mv Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional
Multiepitope vaccine development and analysis of potential inhibitors of the Sars-CoV-2 Mpro protease via reverse vaccinology and computational biochemistry
title Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional
spellingShingle Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional
Campos, Daniel Melo de Oliveira
Sars-CoV-2
Vacina multiepítopo
Inibidores não covalentes
Protease Mpro
Química computacional
CNPQ::CIENCIAS BIOLOGICAS
title_short Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional
title_full Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional
title_fullStr Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional
title_full_unstemmed Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional
title_sort Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional
author Campos, Daniel Melo de Oliveira
author_facet Campos, Daniel Melo de Oliveira
author_role author
dc.contributor.none.fl_str_mv Oliveira, Jonas Ivan Nobre
https://orcid.org/0000-0003-4016-3018
http://lattes.cnpq.br/9298368233770302
https://orcid.org/0000-0003-1646-921X
http://lattes.cnpq.br/2461374517882321
Fulco, Umberto Laino
https://orcid.org/0000-0002-4528-9878
http://lattes.cnpq.br/9579151361576173
Rodrigues Neto, João Firmino
Vianna, Jéssica de Fátima
Bezerra, Katyanna Sales
dc.contributor.author.fl_str_mv Campos, Daniel Melo de Oliveira
dc.subject.por.fl_str_mv Sars-CoV-2
Vacina multiepítopo
Inibidores não covalentes
Protease Mpro
Química computacional
CNPQ::CIENCIAS BIOLOGICAS
topic Sars-CoV-2
Vacina multiepítopo
Inibidores não covalentes
Protease Mpro
Química computacional
CNPQ::CIENCIAS BIOLOGICAS
description Infections caused by SARS-CoV-2 have posed a significant threat to global public health and remain a relevant and complex issue. This thesis aimed to explore new approaches to combat the virus, focusing on the development of a multi-epitope vaccine and the identification of potential inhibitors of the Mpro protease. Two in silico studies were conducted: one dedicated to designing a multi-epitope vaccine using reverse vaccinology, and the other aimed at analyzing non-covalent inhibitors through computational chemistry. The first chapter of this thesis presents an in silico study for the development of a new multi-epitope vaccine against SARS-CoV-2, including the Alpha, Beta, Gamma, Delta, and Omicron variants. An immunoinformatics approach was used to identify the best immunogenic epitopes from the four structural proteins of the virus (S, M, N, and E) from 475 sequenced genomes from regions with a high incidence of the disease. The vaccine was modeled, refined, validated, and its molecular docking with the TLR3 receptor was evaluated. The results suggest that the candidate vaccine enhances the antibody response and should be tested in clinical trials. In the second chapter, we comparatively evaluated the non-covalent inhibitors WU-04 and ML188 using quantum energy calculations, quantum chemical descriptors, and ADMET predictions to determine their therapeutic potential. We identified that WU04, although more reactive and less stable than ML188, showed greater affinity for Mpro due to more hydrogen and hydrophobic interactions, especially with residues Met165, Asn142, Glu166, His41, and Leu141. The total energy calculated for the MproWU-04 complex was (-52.21 kcal/mol), while for Mpro-ML188 it was (-40.47 kcal/mol), indicating that the WU-04 inhibitor has a higher energetic affinity, contributed by the presence of one more aromatic ring in region i. The substitution of the pyridine ring in region i for another aromatic ring of both potential inhibitors was suggested to improve affinity and eliminate repulsion with His163. Both compounds exhibited good absorption and distribution profiles and low clinical toxicity, but both face challenges regarding half-life, and WU-04 has a high molecular weight. The integration of ADMET analysis and quantum chemical descriptors revealed the need for structural adjustments and possible co-administrations to optimize the clinical efficacy of the inhibitors.
publishDate 2024
dc.date.none.fl_str_mv 2024-11-01T19:11:52Z
2024-11-01T19:11:52Z
2024-09-09
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv CAMPOS, Daniel Melo de Oliveira. Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional. Orientador: Dr. Jonas Ivana Nobre Oliveira. 2024. 152f. Tese (Doutorado em Bioquímica e Biologia Molecular) - Centro de Biociências, Universidade Federal do Rio Grande do Norte, Natal, 2024.
https://repositorio.ufrn.br/handle/123456789/60498
identifier_str_mv CAMPOS, Daniel Melo de Oliveira. Desenvolvimento de vacina multiepítopo e análise de potenciais inibidores da protease Mpro do Sars-CoV-2 via vacinologia reversa e bioquímica computacional. Orientador: Dr. Jonas Ivana Nobre Oliveira. 2024. 152f. Tese (Doutorado em Bioquímica e Biologia Molecular) - Centro de Biociências, Universidade Federal do Rio Grande do Norte, Natal, 2024.
url https://repositorio.ufrn.br/handle/123456789/60498
dc.language.iso.fl_str_mv por
language por
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal do Rio Grande do Norte
Brasil
UFRN
PROGRAMA DE PÓS-GRADUAÇÃO EM BIOQUÍMICA E BIOLOGIA MOLECULAR
publisher.none.fl_str_mv Universidade Federal do Rio Grande do Norte
Brasil
UFRN
PROGRAMA DE PÓS-GRADUAÇÃO EM BIOQUÍMICA E BIOLOGIA MOLECULAR
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFRN
instname:Universidade Federal do Rio Grande do Norte (UFRN)
instacron:UFRN
instname_str Universidade Federal do Rio Grande do Norte (UFRN)
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institution UFRN
reponame_str Repositório Institucional da UFRN
collection Repositório Institucional da UFRN
repository.name.fl_str_mv Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)
repository.mail.fl_str_mv repositorio@bczm.ufrn.br
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