Estudos por QSAR, docagem e dinâmica molecular de derivados de quinazolina tendo como alvo a proteína beta tubulina para o controle da fusariose
| Ano de defesa: | 2024 |
|---|---|
| Autor(a) principal: | |
| Orientador(a): | |
| Banca de defesa: | |
| Tipo de documento: | Dissertação |
| Tipo de acesso: | Acesso aberto |
| Idioma: | por |
| Instituição de defesa: |
Universidade Federal do Espírito Santo
BR Mestrado em Agroquímica Centro de Ciências Exatas, Naturais e da Saúde UFES Programa de Pós-Graduação em Agroquímica |
| 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: | http://repositorio.ufes.br/handle/10/17940 |
Resumo: | Gibberellosis or ear fusariosis is a disease caused by phytopathogenic fungi such as Fusarium graminearum. Significant losses in agriculture and impacts on the global economy are evidenced by the disease, which is minimized by the use of commercial fungicides. In this scenario, it is important to create new fungicides that are more efficient and, preferably, less harmful to the environment. This work describes computational studies applied to a set of quinazoline-derived molecules that were synthesized and previously evaluated for their fungicidal activity against F. graminearum in the literature. The selected compounds served as prototypes for the construction of the 2D and 3D QSAR models (CoMFA and CoMSIA), where satisfactory results were obtained during validation. Topological descriptors (JGI1 and VE3_D) were able to predict the QSAR-2D model with q² = 0.743, r² = 0.797 and r²test = 0.764. In CoMFA, q² = 0.834, r² = 0.958, and r²test = 0.834 were obtained with the set of molecules loaded by the RESP HF 6-311G method. The best model in CoMSIA, on the other hand, was derived from atomic partial charges using the Gasteiger-Marsili empirical method, obtaining a q² = 0.956, r² = 0.987 and r²test = 0.858 using the electrostatic and hydrophobic descriptors. The QSAR models were used to predict the biological activity of triazole compounds from the library belonging to our research group. The derivatives that stood out at this stage were sent for molecular docking analysis, which revealed the intermolecular interactions at the compounds' binding sites and compared them with the fungicide carbendazim. This study revealed that compound T15 was favorable to toxicity tests by ProTox II, as well as by the QEPest program. Then, a 200 ns molecular dynamics simulation was carried out to evaluate the behavior and stability of compound T15 and to compare it with carbendazim. The analyses suggest that the triazole (a thymol derivative) was stable during the simulation, performing more intermolecular interactions at the β-tubulin active site than the commercial fungicide. MM/GBSA results predict that its binding free energy was -44 kcal/mol, while carbendazim -18 kcal/mol. The results reveal that T15 proved to have an ability to inhibit fusarium, since its interaction with the protein is stronger. Therefore, it can be concluded that the models built in this work were able to predict and identify a promising compound with optimal predicted biological activity |
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Estudos por QSAR, docagem e dinâmica molecular de derivados de quinazolina tendo como alvo a proteína beta tubulina para o controle da fusarioseQSARDocking molecularDinâmica molecularInibidores β-tubulinaFusarioseMolecular dockingMolecular dynamicsβ-tubulin inhibitorsFusariumAgronomiaGibberellosis or ear fusariosis is a disease caused by phytopathogenic fungi such as Fusarium graminearum. Significant losses in agriculture and impacts on the global economy are evidenced by the disease, which is minimized by the use of commercial fungicides. In this scenario, it is important to create new fungicides that are more efficient and, preferably, less harmful to the environment. This work describes computational studies applied to a set of quinazoline-derived molecules that were synthesized and previously evaluated for their fungicidal activity against F. graminearum in the literature. The selected compounds served as prototypes for the construction of the 2D and 3D QSAR models (CoMFA and CoMSIA), where satisfactory results were obtained during validation. Topological descriptors (JGI1 and VE3_D) were able to predict the QSAR-2D model with q² = 0.743, r² = 0.797 and r²test = 0.764. In CoMFA, q² = 0.834, r² = 0.958, and r²test = 0.834 were obtained with the set of molecules loaded by the RESP HF 6-311G method. The best model in CoMSIA, on the other hand, was derived from atomic partial charges using the Gasteiger-Marsili empirical method, obtaining a q² = 0.956, r² = 0.987 and r²test = 0.858 using the electrostatic and hydrophobic descriptors. The QSAR models were used to predict the biological activity of triazole compounds from the library belonging to our research group. The derivatives that stood out at this stage were sent for molecular docking analysis, which revealed the intermolecular interactions at the compounds' binding sites and compared them with the fungicide carbendazim. This study revealed that compound T15 was favorable to toxicity tests by ProTox II, as well as by the QEPest program. Then, a 200 ns molecular dynamics simulation was carried out to evaluate the behavior and stability of compound T15 and to compare it with carbendazim. The analyses suggest that the triazole (a thymol derivative) was stable during the simulation, performing more intermolecular interactions at the β-tubulin active site than the commercial fungicide. MM/GBSA results predict that its binding free energy was -44 kcal/mol, while carbendazim -18 kcal/mol. The results reveal that T15 proved to have an ability to inhibit fusarium, since its interaction with the protein is stronger. Therefore, it can be concluded that the models built in this work were able to predict and identify a promising compound with optimal predicted biological activityA giberela ou fusariose da espiga é uma doença causada por fungos fitopatogênicos como o Fusarium graminearum. Prejuízos significativos na agricultura e impactos na economia global são evidenciados pela doença, que é minimizada pelo uso de fungicidas comerciais. Nesse cenário, é importante criar novos fungicidas mais eficientes e, de preferência, menos nocivos ao meio ambiente. Este trabalho descreve estudos computacionais aplicados em um conjunto de moléculas derivadas de quinazolina que foram sintetizadas e avaliadas previamente quanto a sua atividade fungicida contra o F. graminearum, pela literatura. Os compostos selecionados serviram como protótipo na construção dos modelos de QSAR-2D e 3D (CoMFA e CoMSIA), os quais obtiveram resultados satisfatórios durante a validação. Descritores topológicos (JGI1 e VE3_D) foram capazes de predizer o modelo de QSAR-2D com q² = 0,743, r² = 0,797 e r²teste = 0,764. No CoMFA, obteve-se um q² = 0,834, r² = 0,958, e r²teste = 0,834 com o conjunto de moléculas carregadas pelo método RESP HF 6-311G. Já o melhor modelo em CoMSIA foi derivado de cargas parciais atômicas pelo método empírico de Gasteiger-Marsili, obtendo por meio dos descritores eletrostático e hidrofóbico um q² = 0,956, r² = 0,987 e r²teste = 0,858. Os modelos de QSAR foram utilizados para predizer a atividade biológica de compostos triazólicos da biblioteca pertencente ao nosso grupo de pesquisa. Os derivados que se destacaram nesta etapa foram encaminhados para as análises de docking molecular, em que foi revelado as interações intermoleculares no sítio de ligação dos compostos e comparados com o fungicida carbendazim. Este estudo revelou que o composto T15 foi favorável aos testes de toxicidade pelo ProTox II, bem como pelo programa QEPest. A seguir, uma simulação de dinâmica molecular de 200 ns foi realizada para avaliar o comportamento e estabilidade do composto T15 e compará-lo com o carbendazim. As análises sugerem que o triazol (um derivado de timol) ficou estável durante a simulação, realizando mais interações intermoleculares no sítio ativo da β-tubulina do que o fungicida comercial. Resultados de MM/GBSA predizem que sua energia livre de ligação foi de -44 kcal/mol, enquanto o carbendazim -18 kcal/mol. Os resultados revelam que o T15 demonstrou ter uma capacidade para inibir a fusariose, uma vez que a interação com a proteína é mais forte. Portanto, conclui-se que os modelos construídos neste trabalho conseguiram predizer e identificar um composto promissor com ótima atividade biológica preditaCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Universidade Federal do Espírito SantoBRMestrado em AgroquímicaCentro de Ciências Exatas, Naturais e da SaúdeUFESPrograma de Pós-Graduação em AgroquímicaPaula, Heberth dehttps://orcid.org/0000-0001-6197-4165http://lattes.cnpq.br/0823599580312700Morais, Pedro Alves Bezerra https://orcid.org/0000-0001-5501-7350http://lattes.cnpq.br/5220285635137407https://orcid.org/0000-0003-1826-3688http://lattes.cnpq.br/5623020761546210Campos, Othon Soutohttps://orcid.org/0000-0002-8285-0898http://lattes.cnpq.br/4021571191714416Oliveira, Osmair Vital dehttps://orcid.org/0000-0001-9463-2567http://lattes.cnpq.br/3019137922691272Gasques, Larissa de Souza2024-10-12T00:00:47Z2024-10-12T00:00:47Z2024-02-16info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisTextapplication/pdfhttp://repositorio.ufes.br/handle/10/17940porporhttps://creativecommons.org/licenses/by-sa/4.0/info:eu-repo/semantics/openAccessreponame:Repositório Institucional da Universidade Federal do Espírito Santo (riUfes)instname:Universidade Federal do Espírito Santo (UFES)instacron:UFES2025-04-23T19:08:10Zoai:repositorio.ufes.br:10/17940Repositório InstitucionalPUBhttp://repositorio.ufes.br/oai/requestriufes@ufes.bropendoar:21082025-04-23T19:08:10Repositório Institucional da Universidade Federal do Espírito Santo (riUfes) - Universidade Federal do Espírito Santo (UFES)false |
| dc.title.none.fl_str_mv |
Estudos por QSAR, docagem e dinâmica molecular de derivados de quinazolina tendo como alvo a proteína beta tubulina para o controle da fusariose |
| title |
Estudos por QSAR, docagem e dinâmica molecular de derivados de quinazolina tendo como alvo a proteína beta tubulina para o controle da fusariose |
| spellingShingle |
Estudos por QSAR, docagem e dinâmica molecular de derivados de quinazolina tendo como alvo a proteína beta tubulina para o controle da fusariose Gasques, Larissa de Souza QSAR Docking molecular Dinâmica molecular Inibidores β-tubulina Fusariose Molecular docking Molecular dynamics β-tubulin inhibitors Fusarium Agronomia |
| title_short |
Estudos por QSAR, docagem e dinâmica molecular de derivados de quinazolina tendo como alvo a proteína beta tubulina para o controle da fusariose |
| title_full |
Estudos por QSAR, docagem e dinâmica molecular de derivados de quinazolina tendo como alvo a proteína beta tubulina para o controle da fusariose |
| title_fullStr |
Estudos por QSAR, docagem e dinâmica molecular de derivados de quinazolina tendo como alvo a proteína beta tubulina para o controle da fusariose |
| title_full_unstemmed |
Estudos por QSAR, docagem e dinâmica molecular de derivados de quinazolina tendo como alvo a proteína beta tubulina para o controle da fusariose |
| title_sort |
Estudos por QSAR, docagem e dinâmica molecular de derivados de quinazolina tendo como alvo a proteína beta tubulina para o controle da fusariose |
| author |
Gasques, Larissa de Souza |
| author_facet |
Gasques, Larissa de Souza |
| author_role |
author |
| dc.contributor.none.fl_str_mv |
Paula, Heberth de https://orcid.org/0000-0001-6197-4165 http://lattes.cnpq.br/0823599580312700 Morais, Pedro Alves Bezerra https://orcid.org/0000-0001-5501-7350 http://lattes.cnpq.br/5220285635137407 https://orcid.org/0000-0003-1826-3688 http://lattes.cnpq.br/5623020761546210 Campos, Othon Souto https://orcid.org/0000-0002-8285-0898 http://lattes.cnpq.br/4021571191714416 Oliveira, Osmair Vital de https://orcid.org/0000-0001-9463-2567 http://lattes.cnpq.br/3019137922691272 |
| dc.contributor.author.fl_str_mv |
Gasques, Larissa de Souza |
| dc.subject.por.fl_str_mv |
QSAR Docking molecular Dinâmica molecular Inibidores β-tubulina Fusariose Molecular docking Molecular dynamics β-tubulin inhibitors Fusarium Agronomia |
| topic |
QSAR Docking molecular Dinâmica molecular Inibidores β-tubulina Fusariose Molecular docking Molecular dynamics β-tubulin inhibitors Fusarium Agronomia |
| description |
Gibberellosis or ear fusariosis is a disease caused by phytopathogenic fungi such as Fusarium graminearum. Significant losses in agriculture and impacts on the global economy are evidenced by the disease, which is minimized by the use of commercial fungicides. In this scenario, it is important to create new fungicides that are more efficient and, preferably, less harmful to the environment. This work describes computational studies applied to a set of quinazoline-derived molecules that were synthesized and previously evaluated for their fungicidal activity against F. graminearum in the literature. The selected compounds served as prototypes for the construction of the 2D and 3D QSAR models (CoMFA and CoMSIA), where satisfactory results were obtained during validation. Topological descriptors (JGI1 and VE3_D) were able to predict the QSAR-2D model with q² = 0.743, r² = 0.797 and r²test = 0.764. In CoMFA, q² = 0.834, r² = 0.958, and r²test = 0.834 were obtained with the set of molecules loaded by the RESP HF 6-311G method. The best model in CoMSIA, on the other hand, was derived from atomic partial charges using the Gasteiger-Marsili empirical method, obtaining a q² = 0.956, r² = 0.987 and r²test = 0.858 using the electrostatic and hydrophobic descriptors. The QSAR models were used to predict the biological activity of triazole compounds from the library belonging to our research group. The derivatives that stood out at this stage were sent for molecular docking analysis, which revealed the intermolecular interactions at the compounds' binding sites and compared them with the fungicide carbendazim. This study revealed that compound T15 was favorable to toxicity tests by ProTox II, as well as by the QEPest program. Then, a 200 ns molecular dynamics simulation was carried out to evaluate the behavior and stability of compound T15 and to compare it with carbendazim. The analyses suggest that the triazole (a thymol derivative) was stable during the simulation, performing more intermolecular interactions at the β-tubulin active site than the commercial fungicide. MM/GBSA results predict that its binding free energy was -44 kcal/mol, while carbendazim -18 kcal/mol. The results reveal that T15 proved to have an ability to inhibit fusarium, since its interaction with the protein is stronger. Therefore, it can be concluded that the models built in this work were able to predict and identify a promising compound with optimal predicted biological activity |
| publishDate |
2024 |
| dc.date.none.fl_str_mv |
2024-10-12T00:00:47Z 2024-10-12T00:00:47Z 2024-02-16 |
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info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/masterThesis |
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masterThesis |
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publishedVersion |
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http://repositorio.ufes.br/handle/10/17940 |
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http://repositorio.ufes.br/handle/10/17940 |
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por por |
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por |
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https://creativecommons.org/licenses/by-sa/4.0/ info:eu-repo/semantics/openAccess |
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https://creativecommons.org/licenses/by-sa/4.0/ |
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openAccess |
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Text application/pdf |
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Universidade Federal do Espírito Santo BR Mestrado em Agroquímica Centro de Ciências Exatas, Naturais e da Saúde UFES Programa de Pós-Graduação em Agroquímica |
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Universidade Federal do Espírito Santo BR Mestrado em Agroquímica Centro de Ciências Exatas, Naturais e da Saúde UFES Programa de Pós-Graduação em Agroquímica |
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Repositório Institucional da Universidade Federal do Espírito Santo (riUfes) |
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Repositório Institucional da Universidade Federal do Espírito Santo (riUfes) - Universidade Federal do Espírito Santo (UFES) |
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riufes@ufes.br |
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1834479088705732608 |