Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos

Detalhes bibliográficos
Autor(a) principal: Silva, Leticia Alves da
Data de Publicação: 2020
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFU
Texto Completo: https://repositorio.ufu.br/handle/123456789/29294
http://doi.org/10.14393/ufu.di.2020.322
Resumo: Flaviviruses, such as Dengue and Zika, are diseases caused by viruses from the genus Fla- vivirus. Responsible for epidemic conditions, they have become a public health emergency of international concern. Tropical climate countries, such as Brazil, are prone to these epidemics because they have a favorable climate for the proliferation of the transmit- ting mosquito. The prophylaxis restricted to combating the transmitting agent and the lack of specific treatment have made studies focus on developing more accurate and early diagnoses, a promising alternative in changing the current scenario. In this sense, many re- searches have been studying the viral proteins encoded within the host cell. Among them, the non-structural protein 1 (NS1) has received focus due to its important role in repli- cation processes and viral evasion. Currently, the diagnosis of Dengue and Zika diseases is performed by using enzyme immunoassays, like ELISA, which uses immunoglobulin G as a marker. However, this kind of diagnosis is non-specific and may provide false- positive results due to cross-reactions. Alternatively, sNS1 protein is already used as a marker, and it provides early diagnostics without cross-reactions. However, the capability to discriminate between flaviviruses through the antigen-antibody complex affinity is still unknown. In this context, this study aims to understand the molecular interactions be- tween the non-structural protein of Dengue serotype 2 (NS1-DENV2) and a monoclonal antibody antiNS1. In order to evaluate the interacting affinity region through getting the antiNS1/NS1-DENV2 complex, we are proposing an in silico analysis protocol, which combines docking molecular and semiempirical approach. By using two molecular docking softwares (ClusPro and PatchDock), based on different global search algorithms, we got the initial configurations of the complex. Next, the Rosetta online server was used to re- fine those configurations. The bonding enthalpy (∆Hbind ) of the 22NS/DENV2 model and the 22NS/WNV crystallographic structure were calculated from their heat of formation, ∆H f . All ∆H f were calculated in MOPAC 2016 using the semiempirical Hamiltonian PM7, along with the MOZYME approach and implicit solvation model. The results showed that the 22NS/NS1-DENV2 complex interaction region is located on the Wing domain, in agreement with experimental epitopes mapping data. The value of ∆Hlig obtained from 22NS/DENV2 was -460.07 kJ mol−1 , which is comparable to ∆Hlig the crystallographic complex (-620.95 kJ mol−1 ). According to this, the proposed protocol might be a promising tool for discriminating accurate and imprecise models, providing models in agreement with experimental data. Therefore, this protocol is useful to evaluate the interaction region and the affinity for similar systems.
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spelling Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricosStudy of the interaction of the antiNS1/NS1-DENV2 complex using molecular docking and quantum semiempirical apprach.Estudio de la interacción del complejo antiNS1/NS1-DENV2 usando anclaje molecular y métodos cuánticos semi-empíricoAncoramento molecularSemi-empíricoDengueNS1FlavirosesMolecular DockingSemiempiricalFlavivirusesCNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICA::FISICO-QUIMICA::QUIMICA TEORICAFlaviviruses, such as Dengue and Zika, are diseases caused by viruses from the genus Fla- vivirus. Responsible for epidemic conditions, they have become a public health emergency of international concern. Tropical climate countries, such as Brazil, are prone to these epidemics because they have a favorable climate for the proliferation of the transmit- ting mosquito. The prophylaxis restricted to combating the transmitting agent and the lack of specific treatment have made studies focus on developing more accurate and early diagnoses, a promising alternative in changing the current scenario. In this sense, many re- searches have been studying the viral proteins encoded within the host cell. Among them, the non-structural protein 1 (NS1) has received focus due to its important role in repli- cation processes and viral evasion. Currently, the diagnosis of Dengue and Zika diseases is performed by using enzyme immunoassays, like ELISA, which uses immunoglobulin G as a marker. However, this kind of diagnosis is non-specific and may provide false- positive results due to cross-reactions. Alternatively, sNS1 protein is already used as a marker, and it provides early diagnostics without cross-reactions. However, the capability to discriminate between flaviviruses through the antigen-antibody complex affinity is still unknown. In this context, this study aims to understand the molecular interactions be- tween the non-structural protein of Dengue serotype 2 (NS1-DENV2) and a monoclonal antibody antiNS1. In order to evaluate the interacting affinity region through getting the antiNS1/NS1-DENV2 complex, we are proposing an in silico analysis protocol, which combines docking molecular and semiempirical approach. By using two molecular docking softwares (ClusPro and PatchDock), based on different global search algorithms, we got the initial configurations of the complex. Next, the Rosetta online server was used to re- fine those configurations. The bonding enthalpy (∆Hbind ) of the 22NS/DENV2 model and the 22NS/WNV crystallographic structure were calculated from their heat of formation, ∆H f . All ∆H f were calculated in MOPAC 2016 using the semiempirical Hamiltonian PM7, along with the MOZYME approach and implicit solvation model. The results showed that the 22NS/NS1-DENV2 complex interaction region is located on the Wing domain, in agreement with experimental epitopes mapping data. The value of ∆Hlig obtained from 22NS/DENV2 was -460.07 kJ mol−1 , which is comparable to ∆Hlig the crystallographic complex (-620.95 kJ mol−1 ). According to this, the proposed protocol might be a promising tool for discriminating accurate and imprecise models, providing models in agreement with experimental data. Therefore, this protocol is useful to evaluate the interaction region and the affinity for similar systems.CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorCNPq - Conselho Nacional de Desenvolvimento Científico e TecnológicoFAPEMIG - Fundação de Amparo a Pesquisa do Estado de Minas GeraisDissertação (Mestrado)Flaviroses, como a Dengue e a Zika, são doenças causadas pelos vírus do gênero Flavirirus. Devido aos recorrentes quadros epidêmicos, essas doenças tornaram-se emergência de saúde pública de preocupação internacional. Países de clima tropical, como o Brasil, são propícios a tais epidemias, pois apresentam clima favorável para a proliferação do mosquito transmissor. A profilaxia restrita ao combate do agente transmissor e a falta de tratamento específico, tornam os estudos de desenvolvimento de diagnósticos mais precisos e precoces, uma alternativa promissora na mudança do cenário atual. Neste sentido, muitos estudos têm voltado a atenção para as proteínas codificadas pelo vírus dentro da célula hospedeira. Dentre elas, a proteína não estrutural 1 (NS1) recebeu destaque, devido ao importante papel desempenhado nos processos de replicação e evasão viral. Atualmente, o diagnóstico da Dengue e da Zika, é realizado por meio de ensaios imunoenzimáticos, como o ELISA, que utilizam a imunoglobulina IgG como marcador. No entanto, este diagnóstico não é específico à nenhuma flavirose e pode fornecer resultados falso-positivos, devido à reações cruzadas. Alternativamente, a proteína sNS1 já é utilizada como um marcador e pode fornecer diagnósticos precoces e sem reações cruzadas. No entanto, a capacidade de discriminação entre as flaviroses por meio da afinidade do complexo antígeno-anticorpo é desconhecida. Neste contexto, este trabalho tem como objetivo compreender as interações moleculares entre a proteína não estrutural da Dengue sorotipo 2 (NS1-DENV2) e um anticorpo monoclonal antiNS1 (22NS). Para isso, foi proposto um protocolo de análise in silico que combina ancoramento molecular e cálculos quânticos semi-empíricos para avaliar a região e a afinidade de interação do complexo antiNS1/NS1-DENV2. Foram utilizados dois softwares de ancoramento molecular (ClusPro e PatchDock), baseados em algoritmos de busca global distintos, para obtenção das configurações iniciais do complexo. Depois, o software Rosetta online, foi utilizado para refinamento dessas configurações. O modelo do complexo 22NS/DENV2 e a estrutura cristalográfica 22NS/WNV, tiveram a entalpia de ligação (∆Hlig ) calculada à partir das informações do calor de formação (∆Hf ). Ele foi calculado no MOPAC 2016, através do Hamiltoniano semi-empírico PM7, com a aproximação MOZYME e modelo de solvatação implítica. Os resultados, mostraram que a região de interação do complexo 22NS/NS1-DENV2 localiza-se nas porções do domínio Wing, em acordo com dados experimentais de mapeamento de epítopos. O valor de ∆Hlig foi de -460,07 kJ mol−1 comparável ao ∆Hlig do complexo cristalográfico (-620,95 kJ mol−1 ). O protocolo proposto mostrou-se promissor na discriminação de modelos precisos e imprecisos, fornecendo modelos em concordância com estudos experimentais e, portanto, é útil para a avaliação da região e da afinidade de interação em sistemas semelhantes.Universidade Federal de UberlândiaBrasilPrograma de Pós-graduação em QuímicaFranca, Eduardo de Fariahttp://lattes.cnpq.br/9096097972613963Costa, Luciano Tavares dahttp://lattes.cnpq.br/4530528894939472Arvelos, Sarahhttp://lattes.cnpq.br/8375409235580771Silva, Leticia Alves da2020-05-06T12:00:39Z2020-05-06T12:00:39Z2020-02-27info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfSILVA, Leticia Alves da. Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos. 2020. 61 f. Dissertação (Mestrado em Química) - Universidade Federal de Uberlândia, Uberlândia, 2020. DOI http://doi.org/10.14393/ufu.di.2020.322.https://repositorio.ufu.br/handle/123456789/29294http://doi.org/10.14393/ufu.di.2020.322porhttp://creativecommons.org/licenses/by-nc-nd/3.0/us/info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFUinstname:Universidade Federal de Uberlândia (UFU)instacron:UFU2020-05-07T06:18:16Zoai:repositorio.ufu.br:123456789/29294Repositório InstitucionalONGhttp://repositorio.ufu.br/oai/requestdiinf@dirbi.ufu.bropendoar:2020-05-07T06:18:16Repositório Institucional da UFU - Universidade Federal de Uberlândia (UFU)false
dc.title.none.fl_str_mv Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos
Study of the interaction of the antiNS1/NS1-DENV2 complex using molecular docking and quantum semiempirical apprach.
Estudio de la interacción del complejo antiNS1/NS1-DENV2 usando anclaje molecular y métodos cuánticos semi-empírico
title Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos
spellingShingle Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos
Silva, Leticia Alves da
Ancoramento molecular
Semi-empírico
Dengue
NS1
Flaviroses
Molecular Docking
Semiempirical
Flaviviruses
CNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICA::FISICO-QUIMICA::QUIMICA TEORICA
title_short Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos
title_full Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos
title_fullStr Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos
title_full_unstemmed Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos
title_sort Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos
author Silva, Leticia Alves da
author_facet Silva, Leticia Alves da
author_role author
dc.contributor.none.fl_str_mv Franca, Eduardo de Faria
http://lattes.cnpq.br/9096097972613963
Costa, Luciano Tavares da
http://lattes.cnpq.br/4530528894939472
Arvelos, Sarah
http://lattes.cnpq.br/8375409235580771
dc.contributor.author.fl_str_mv Silva, Leticia Alves da
dc.subject.por.fl_str_mv Ancoramento molecular
Semi-empírico
Dengue
NS1
Flaviroses
Molecular Docking
Semiempirical
Flaviviruses
CNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICA::FISICO-QUIMICA::QUIMICA TEORICA
topic Ancoramento molecular
Semi-empírico
Dengue
NS1
Flaviroses
Molecular Docking
Semiempirical
Flaviviruses
CNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICA::FISICO-QUIMICA::QUIMICA TEORICA
description Flaviviruses, such as Dengue and Zika, are diseases caused by viruses from the genus Fla- vivirus. Responsible for epidemic conditions, they have become a public health emergency of international concern. Tropical climate countries, such as Brazil, are prone to these epidemics because they have a favorable climate for the proliferation of the transmit- ting mosquito. The prophylaxis restricted to combating the transmitting agent and the lack of specific treatment have made studies focus on developing more accurate and early diagnoses, a promising alternative in changing the current scenario. In this sense, many re- searches have been studying the viral proteins encoded within the host cell. Among them, the non-structural protein 1 (NS1) has received focus due to its important role in repli- cation processes and viral evasion. Currently, the diagnosis of Dengue and Zika diseases is performed by using enzyme immunoassays, like ELISA, which uses immunoglobulin G as a marker. However, this kind of diagnosis is non-specific and may provide false- positive results due to cross-reactions. Alternatively, sNS1 protein is already used as a marker, and it provides early diagnostics without cross-reactions. However, the capability to discriminate between flaviviruses through the antigen-antibody complex affinity is still unknown. In this context, this study aims to understand the molecular interactions be- tween the non-structural protein of Dengue serotype 2 (NS1-DENV2) and a monoclonal antibody antiNS1. In order to evaluate the interacting affinity region through getting the antiNS1/NS1-DENV2 complex, we are proposing an in silico analysis protocol, which combines docking molecular and semiempirical approach. By using two molecular docking softwares (ClusPro and PatchDock), based on different global search algorithms, we got the initial configurations of the complex. Next, the Rosetta online server was used to re- fine those configurations. The bonding enthalpy (∆Hbind ) of the 22NS/DENV2 model and the 22NS/WNV crystallographic structure were calculated from their heat of formation, ∆H f . All ∆H f were calculated in MOPAC 2016 using the semiempirical Hamiltonian PM7, along with the MOZYME approach and implicit solvation model. The results showed that the 22NS/NS1-DENV2 complex interaction region is located on the Wing domain, in agreement with experimental epitopes mapping data. The value of ∆Hlig obtained from 22NS/DENV2 was -460.07 kJ mol−1 , which is comparable to ∆Hlig the crystallographic complex (-620.95 kJ mol−1 ). According to this, the proposed protocol might be a promising tool for discriminating accurate and imprecise models, providing models in agreement with experimental data. Therefore, this protocol is useful to evaluate the interaction region and the affinity for similar systems.
publishDate 2020
dc.date.none.fl_str_mv 2020-05-06T12:00:39Z
2020-05-06T12:00:39Z
2020-02-27
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.uri.fl_str_mv SILVA, Leticia Alves da. Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos. 2020. 61 f. Dissertação (Mestrado em Química) - Universidade Federal de Uberlândia, Uberlândia, 2020. DOI http://doi.org/10.14393/ufu.di.2020.322.
https://repositorio.ufu.br/handle/123456789/29294
http://doi.org/10.14393/ufu.di.2020.322
identifier_str_mv SILVA, Leticia Alves da. Estudo da interação do complexo antiNS1/NS1-DENV2 usando ancoramento molecular e métodos quânticos semi-empíricos. 2020. 61 f. Dissertação (Mestrado em Química) - Universidade Federal de Uberlândia, Uberlândia, 2020. DOI http://doi.org/10.14393/ufu.di.2020.322.
url https://repositorio.ufu.br/handle/123456789/29294
http://doi.org/10.14393/ufu.di.2020.322
dc.language.iso.fl_str_mv por
language por
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eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Uberlândia
Brasil
Programa de Pós-graduação em Química
publisher.none.fl_str_mv Universidade Federal de Uberlândia
Brasil
Programa de Pós-graduação em Química
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instname:Universidade Federal de Uberlândia (UFU)
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instname_str Universidade Federal de Uberlândia (UFU)
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institution UFU
reponame_str Repositório Institucional da UFU
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repository.name.fl_str_mv Repositório Institucional da UFU - Universidade Federal de Uberlândia (UFU)
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