Prospecção in silico de novos ligantes contra o SARS-CoV-2

Detalhes bibliográficos
Ano de defesa: 2024
Autor(a) principal: Santos, Débora Souza Dos lattes
Orientador(a): Silveira, Nelson José Freitas Da lattes
Banca de defesa: Henrique, Tiago, Silva, José Maurício Schneedorf Ferreira Da
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Alfenas
Programa de Pós-Graduação: Programa de Pós-graduação em Biotecnologia
Departamento: Pró-Reitoria de Pesquisa e Pós-Graduação
País: Brasil
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.unifal-mg.edu.br/handle/123456789/2833
Resumo: SARS-CoV-2, initially circulating in enzootic cycles, eventually spread to humans, triggering a global pandemic declared by the WHO in March 2020. Despite having a prolonged incubation period and a relatively slow evolutionary rate, the virus’s high infectious capacity contributed to its rapid transmission worldwide. Over time, new genomic variants emerged, highlighting the need for continuous monitoring to assess their impact on transmission rates and disease severity. Certain strains have shown partial resistance to vaccines, introducing additional challenges for disease control. In this context, bioinformatics tools, including bioisosterism, molecular docking, and analyses of physicochemical, pharmacokinetic (ADMET), and druggability properties, have become essential in antiviral drug development. These techniques support the identification and optimization of antiviral molecules, as well as the study of molecular interactions to identify energetically stable complexes. This research applied these bioinformatics approaches to define a target molecule and screen ligands with antiviral pharmacological potential against COVID-19. The findings highlighted NSP9 as a receptor with a high degree of conservation. Although it exhibited some "druggability limitations," the receptor-ligand interaction with mycophenolic acid (MPA) showed energetically favorable binding, especially in complex 1b. Additionally, through bioisosterism, an isoster called 1c was generated, demonstrating superior physicochemical and pharmacokinetic properties compared to other bioisosteres. Nevertheless, MPA remained the ligand with the highest antiviral potential among those evaluated. Thus, the research suggests continued investigation of the MPA and 1c compounds, alongside further exploration of additional bioisosterism techniques, with the aim of achieving improved therapeutic outcomes and enhancing the potential for effective treatments against COVID-19.
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spelling Santos, Débora Souza Doshttp://lattes.cnpq.br/6853382226977684Henrique, TiagoSilva, José Maurício Schneedorf Ferreira DaSilveira, Nelson José Freitas Dahttp://lattes.cnpq.br/59681586209923182025-03-28T17:57:45Z2025-04-24T20:15:09Z2025-04-24T20:15:09Z2024-08-23SANTOS, Débora Souza dos. Prospecção in silico de novos ligantes contra o SARS-CoV-2. 2024. 134 f. Dissertação (Mestrado em Biotecnologia) - Universidade Federal de Alfenas, Alfenas, MG, 2024.https://repositorio.unifal-mg.edu.br/handle/123456789/2833SARS-CoV-2, initially circulating in enzootic cycles, eventually spread to humans, triggering a global pandemic declared by the WHO in March 2020. Despite having a prolonged incubation period and a relatively slow evolutionary rate, the virus’s high infectious capacity contributed to its rapid transmission worldwide. Over time, new genomic variants emerged, highlighting the need for continuous monitoring to assess their impact on transmission rates and disease severity. Certain strains have shown partial resistance to vaccines, introducing additional challenges for disease control. In this context, bioinformatics tools, including bioisosterism, molecular docking, and analyses of physicochemical, pharmacokinetic (ADMET), and druggability properties, have become essential in antiviral drug development. These techniques support the identification and optimization of antiviral molecules, as well as the study of molecular interactions to identify energetically stable complexes. This research applied these bioinformatics approaches to define a target molecule and screen ligands with antiviral pharmacological potential against COVID-19. The findings highlighted NSP9 as a receptor with a high degree of conservation. Although it exhibited some "druggability limitations," the receptor-ligand interaction with mycophenolic acid (MPA) showed energetically favorable binding, especially in complex 1b. Additionally, through bioisosterism, an isoster called 1c was generated, demonstrating superior physicochemical and pharmacokinetic properties compared to other bioisosteres. Nevertheless, MPA remained the ligand with the highest antiviral potential among those evaluated. Thus, the research suggests continued investigation of the MPA and 1c compounds, alongside further exploration of additional bioisosterism techniques, with the aim of achieving improved therapeutic outcomes and enhancing the potential for effective treatments against COVID-19.O SARS-CoV-2, inicialmente circulando em ciclos enzoóticos, se disseminou para os humanos, desencadeando uma pandemia global declarada pela OMS em março de 2020. Apesar de apresentar um período de incubação prolongado e uma taxa evolutiva lenta, sua alta capacidade de infecção contribuiu para uma rápida disseminação. Variantes genômicas surgiram ao longo do tempo, exigindo análise contínua devido ao potencial impacto na transmissão e gravidade da doença, refletindo na ocorrência de algumas linhagens do vírus apresentarem certa resistência às vacinas, adicionando novos desafios ao controle da doença. Nesse contexto, ferramentas da bioinformática, como bioisosterismo, docking molecular e análises físico-químicas, farmacocinéticas (ADMET) e de drogabilidade têm se mostrado essenciais no desenvolvimento de fármacos, permitindo identificar e otimizar moléculas com potencial antiviral, além de estudo de interações entre complexos para identificação dos energeticamente estáveis. A presente pesquisa aplicou essas técnicas para definir uma molécula alvo e prospecção de ligantes com potencial farmacológico antiviral contra a COVID-19. Os resultados indicaram a NSP9 como receptor com alto nível conservativo e que, apesar de apresentar “limitações de drogabilidade", a interação receptor-ligante com o ácido micofenólico (MPA) apresentou interações energeticamente favoráveis, especialmente o complexo 1b. Além disso, por meio do bioisosterismo, foi gerado o isóster 1c, que demonstrou propriedades físico-químicas e farmacocinéticas superiores aos demais bioisósteros. No entanto, dentre todos, o MPA ainda se mostrou o ligante com maior potencial antiviral. Assim, a pesquisa sugere a continuidade dos estudos com os compostos MPA e 1c, além da exploração de outras técnicas de bioisosterismo, com o objetivo de obter melhores resultados e ampliar o potencial terapêutico contra a COVID-19.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal de AlfenasPrograma de Pós-graduação em BiotecnologiaUNIFAL-MGBrasilPró-Reitoria de Pesquisa e Pós-Graduaçãoinfo:eu-repo/semantics/openAccessSARS-CoV-2NSP9Ácido micofenólico (MPA)BiosisosterismoAnálises farmacocinéticas (ADMET)CIENCIAS BIOLOGICASProspecção in silico de novos ligantes contra o SARS-CoV-2info:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/publishedVersionreponame:Biblioteca Digital de Teses e Dissertações da UNIFALinstname:Universidade Federal de Alfenas (UNIFAL)instacron:UNIFALSantos, Débora Souza DosLICENSElicense.txttext/plain1987https://repositorio.unifal-mg.edu.br/bitstreams/5c11b882-5d36-4f42-8b80-2e7fe62e23e8/download31555718c4fc75849dd08f27935d4f6bMD51ORIGINALDissertacao de Débora Souza dos Santos.pdfapplication/pdf3514202https://repositorio.unifal-mg.edu.br/bitstreams/b6996cc7-2560-4206-8254-f4b2dcdc14cf/download5fe26e62073acbd1d624e54015406a8eMD52TEXTDissertacao de Débora Souza dos Santos.pdf.txtDissertacao de Débora Souza dos Santos.pdf.txtExtracted texttext/plain103157https://repositorio.unifal-mg.edu.br/bitstreams/852410a3-ec5a-481a-84d6-d3f588788e89/downloadbb0e43686094750fe1464b5d7c7e6c10MD53THUMBNAILDissertacao de Débora Souza dos Santos.pdf.jpgDissertacao de Débora Souza dos Santos.pdf.jpgGenerated Thumbnailimage/jpeg2306https://repositorio.unifal-mg.edu.br/bitstreams/b1f3b7b7-22ec-4274-9859-fd3fb9477f7a/downloaddaa556b2b1e658100cc6539dd5b511eeMD54123456789/28332025-04-28 10:00:33.986open.accessoai:repositorio.unifal-mg.edu.br:123456789/2833https://repositorio.unifal-mg.edu.brBiblioteca Digital de Teses e DissertaçõesPUBhttps://bdtd.unifal-mg.edu.br:8443/oai/requestbdtd@unifal-mg.edu.br || bdtd@unifal-mg.edu.bropendoar:2025-04-28T13:00:33Biblioteca Digital de Teses e Dissertações da UNIFAL - Universidade Federal de Alfenas (UNIFAL)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
dc.title.por.fl_str_mv Prospecção in silico de novos ligantes contra o SARS-CoV-2
title Prospecção in silico de novos ligantes contra o SARS-CoV-2
spellingShingle Prospecção in silico de novos ligantes contra o SARS-CoV-2
Santos, Débora Souza Dos
SARS-CoV-2
NSP9
Ácido micofenólico (MPA)
Biosisosterismo
Análises farmacocinéticas (ADMET)
CIENCIAS BIOLOGICAS
title_short Prospecção in silico de novos ligantes contra o SARS-CoV-2
title_full Prospecção in silico de novos ligantes contra o SARS-CoV-2
title_fullStr Prospecção in silico de novos ligantes contra o SARS-CoV-2
title_full_unstemmed Prospecção in silico de novos ligantes contra o SARS-CoV-2
title_sort Prospecção in silico de novos ligantes contra o SARS-CoV-2
author Santos, Débora Souza Dos
author_facet Santos, Débora Souza Dos
author_role author
dc.contributor.author.fl_str_mv Santos, Débora Souza Dos
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/6853382226977684
dc.contributor.referee1.fl_str_mv Henrique, Tiago
dc.contributor.referee2.fl_str_mv Silva, José Maurício Schneedorf Ferreira Da
dc.contributor.advisor1.fl_str_mv Silveira, Nelson José Freitas Da
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/5968158620992318
contributor_str_mv Henrique, Tiago
Silva, José Maurício Schneedorf Ferreira Da
Silveira, Nelson José Freitas Da
dc.subject.por.fl_str_mv SARS-CoV-2
NSP9
Ácido micofenólico (MPA)
Biosisosterismo
Análises farmacocinéticas (ADMET)
topic SARS-CoV-2
NSP9
Ácido micofenólico (MPA)
Biosisosterismo
Análises farmacocinéticas (ADMET)
CIENCIAS BIOLOGICAS
dc.subject.cnpq.fl_str_mv CIENCIAS BIOLOGICAS
description SARS-CoV-2, initially circulating in enzootic cycles, eventually spread to humans, triggering a global pandemic declared by the WHO in March 2020. Despite having a prolonged incubation period and a relatively slow evolutionary rate, the virus’s high infectious capacity contributed to its rapid transmission worldwide. Over time, new genomic variants emerged, highlighting the need for continuous monitoring to assess their impact on transmission rates and disease severity. Certain strains have shown partial resistance to vaccines, introducing additional challenges for disease control. In this context, bioinformatics tools, including bioisosterism, molecular docking, and analyses of physicochemical, pharmacokinetic (ADMET), and druggability properties, have become essential in antiviral drug development. These techniques support the identification and optimization of antiviral molecules, as well as the study of molecular interactions to identify energetically stable complexes. This research applied these bioinformatics approaches to define a target molecule and screen ligands with antiviral pharmacological potential against COVID-19. The findings highlighted NSP9 as a receptor with a high degree of conservation. Although it exhibited some "druggability limitations," the receptor-ligand interaction with mycophenolic acid (MPA) showed energetically favorable binding, especially in complex 1b. Additionally, through bioisosterism, an isoster called 1c was generated, demonstrating superior physicochemical and pharmacokinetic properties compared to other bioisosteres. Nevertheless, MPA remained the ligand with the highest antiviral potential among those evaluated. Thus, the research suggests continued investigation of the MPA and 1c compounds, alongside further exploration of additional bioisosterism techniques, with the aim of achieving improved therapeutic outcomes and enhancing the potential for effective treatments against COVID-19.
publishDate 2024
dc.date.issued.fl_str_mv 2024-08-23
dc.date.accessioned.fl_str_mv 2025-03-28T17:57:45Z
2025-04-24T20:15:09Z
dc.date.available.fl_str_mv 2025-04-24T20:15:09Z
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dc.identifier.citation.fl_str_mv SANTOS, Débora Souza dos. Prospecção in silico de novos ligantes contra o SARS-CoV-2. 2024. 134 f. Dissertação (Mestrado em Biotecnologia) - Universidade Federal de Alfenas, Alfenas, MG, 2024.
dc.identifier.uri.fl_str_mv https://repositorio.unifal-mg.edu.br/handle/123456789/2833
identifier_str_mv SANTOS, Débora Souza dos. Prospecção in silico de novos ligantes contra o SARS-CoV-2. 2024. 134 f. Dissertação (Mestrado em Biotecnologia) - Universidade Federal de Alfenas, Alfenas, MG, 2024.
url https://repositorio.unifal-mg.edu.br/handle/123456789/2833
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publisher.none.fl_str_mv Universidade Federal de Alfenas
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