Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a

Detalhes bibliográficos
Autor(a) principal: SOEIRO, Yuri Ramos Menezes Santos
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UFMA
Texto Completo: https://tedebc.ufma.br/jspui/handle/tede/tede/4717
Resumo: Epigenetics is the area of knowledge responsible for examining the behavior of genes and how they react to numerous factors that are present throughout the individual's life. One way to perform this kind of study is through the molecular dynamics (MD) method, which is widely used in systems with biological characteristics, allowing computationally replicated systems to resemble the real biological situation. In this work we investigated the reaction mechanisms and activity of the enzyme lysine methyltransferase (MT) G9a by means of molecular dynamics simulations. The mutations that histone 3 lysine 9 (H3K9) can suffer due to epigenetic mechanisms were analyzed, and the free energy values for each one of these mutations were calculated. The average distance of H3K9 and its mutations in complex with the MT G9a and the reaction behavior of the mutant systems were also verified. For the development of the work, structures obtained from the Protein Data Bank were used to utilize the structures used throughout the research where these structures/systems were treated with the CHARMM32 force field and simulated in AMBER software. Five systems were constructed: H3K9 native and mutants: H3K9M, H3K9A, H3K9I and H3K9Nle. Different analyses were performed in order to verify which of these mutants would stand out when in complex with the G9a enzyme and consequently the inhibition of the methyltransferase process related to the neoplasm process. The first 150ns molecular dynamics results show that the H3K9M and H3K9I mutants showed more stable complexes, free energy calculations using MM/PBSA and MM/GBSA again pointed out the H3K9M and H3K9I mutations as the most energetically favorable. These results are in agreement with experimental observations available in the literature. Thus lysine 9 with the methionine and isoleucine mutation can act as efficient inhibitors of the G9a enzyme, subsequently leading to problems such as cancer.
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spelling VARELA JUNIOR, Jaldyr de Jesus Gomeshttp://lattes.cnpq.br/5125904184711352VARELA JUNIOR, Jaldyr de Jesus Gomeshttp://lattes.cnpq.br/5125904184711352SANTOS, Alberto Monteiro doshttp://lattes.cnpq.br/5437289296929126LIMA, Roberto Batista dehttp://lattes.cnpq.br/4982744838486744http://lattes.cnpq.br/3830322197333964SOEIRO, Yuri Ramos Menezes Santos2023-05-23T19:22:58Z2023-03-27SOEIRO, Yuri Ramos Menezes Santos. Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a. 2023.52 f. Dissertação (Programa de Pós-Graduação em Química/CCET) - Universidade Federal do Maranhão, São Luís, 2023.https://tedebc.ufma.br/jspui/handle/tede/tede/4717Epigenetics is the area of knowledge responsible for examining the behavior of genes and how they react to numerous factors that are present throughout the individual's life. One way to perform this kind of study is through the molecular dynamics (MD) method, which is widely used in systems with biological characteristics, allowing computationally replicated systems to resemble the real biological situation. In this work we investigated the reaction mechanisms and activity of the enzyme lysine methyltransferase (MT) G9a by means of molecular dynamics simulations. The mutations that histone 3 lysine 9 (H3K9) can suffer due to epigenetic mechanisms were analyzed, and the free energy values for each one of these mutations were calculated. The average distance of H3K9 and its mutations in complex with the MT G9a and the reaction behavior of the mutant systems were also verified. For the development of the work, structures obtained from the Protein Data Bank were used to utilize the structures used throughout the research where these structures/systems were treated with the CHARMM32 force field and simulated in AMBER software. Five systems were constructed: H3K9 native and mutants: H3K9M, H3K9A, H3K9I and H3K9Nle. Different analyses were performed in order to verify which of these mutants would stand out when in complex with the G9a enzyme and consequently the inhibition of the methyltransferase process related to the neoplasm process. The first 150ns molecular dynamics results show that the H3K9M and H3K9I mutants showed more stable complexes, free energy calculations using MM/PBSA and MM/GBSA again pointed out the H3K9M and H3K9I mutations as the most energetically favorable. These results are in agreement with experimental observations available in the literature. Thus lysine 9 with the methionine and isoleucine mutation can act as efficient inhibitors of the G9a enzyme, subsequently leading to problems such as cancer.A epigenética é a área de conhecimento responsável por examinar o comportamento dos genes e como eles reagem diante de inúmeros fatores que estão presentes ao logo da vida do indivíduo. Uma das maneiras de realizar esse tipo de estudo é por meio do método de dinâmica molecular (DM) o qual é muito utilizado em sistemas com características biológicas permitindo que os sistemas replicados computacionalmente se assemelhem a situação biológica real. Neste trabalho foi investigado os mecanismos de reação e atividade da enzima lisina metiltransferase (MT) G9a por meio de simulações de dinâmica molecular. Foram analisadas mutações que a histona 3 lisina 9 (H3K9) pode sofrer por conta dos mecanismos epigenéticos, e calculados os valores de energia livre referente a cada uma dessas mutações, também foi verificada a distância média da H3K9 e suas mutações em complexo com a MT G9a e o comportamento reacional dos sistemas mutantes. Para o desenvolvimento do trabalho foram usadas estruturas obtidas do Protein Data Bank para utilização das estruturas utilizadas ao longo da pesquisa onde essas estruturas/sistemas foram tratadas com o campo de força CHARMM32 e simulados no software AMBER. Cinco sistemas foram construídos: H3K9 nativo e mutantes: H3K9M, H3K9A, H3K9I e H3K9Nle. Foram realizadas diferentes analises com o intuito de verificar qual desses mutantes se destacaria quando em complexo com a enzima G9a e consequentemente a inibição do processo de metiltransferase relacionado ao processo de neoplasia. Os resultados dos primeiros 150ns de dinâmica molecular mostram que os mutantes H3K9M e H3K9I apresentaram complexos mais estáveis, cálculos de energia livre usando MM/PBSA e MM/GBSA apontaram novamente as mutações H3K9M e H3K9I como as mais energicamente favoráveis. Esses resultados estão de acordo com as observações experimentais disponíveis na literatura. Sendo assim a lisina 9 com a mutação da metionina e da isoleucina podem atuar como inibidores eficientes da enzima G9a, posteriormente podendo ocasionar problemas como o câncer.Submitted by Daniella Santos (daniella.santos@ufma.br) on 2023-05-23T19:22:58Z No. of bitstreams: 1 Yuri_Ramos.pdf: 893400 bytes, checksum: c0acc32af56f29b708b40d891750d53c (MD5)Made available in DSpace on 2023-05-23T19:22:58Z (GMT). No. of bitstreams: 1 Yuri_Ramos.pdf: 893400 bytes, checksum: c0acc32af56f29b708b40d891750d53c (MD5) Previous issue date: 2023-03-27FAPEMAapplication/pdfporUniversidade Federal do MaranhãoPROGRAMA DE PÓS-GRADUAÇÃO EM QUÍMICA/CCETUFMABrasilDEPARTAMENTO DE QUÍMICA/CCETdinâmica molecular;histona 9;metiltransferase;molecular dynamics;histone 9;methyltransferase.QuímicaAplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9aApplication of molecular dynamics and QM/MM methods in the reactional study of the enzyme lysine methyltransferase G9ainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFMAinstname:Universidade Federal do Maranhão (UFMA)instacron:UFMAORIGINALYuri_Ramos.pdfYuri_Ramos.pdfapplication/pdf893400http://tedebc.ufma.br:8080/bitstream/tede/4717/2/Yuri_Ramos.pdfc0acc32af56f29b708b40d891750d53cMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82255http://tedebc.ufma.br:8080/bitstream/tede/4717/1/license.txt97eeade1fce43278e63fe063657f8083MD51tede/47172023-05-23 16:22:58.764oai:tede2: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Biblioteca Digital de Teses e Dissertaçõeshttps://tedebc.ufma.br/jspui/PUBhttp://tedebc.ufma.br:8080/oai/requestrepositorio@ufma.br||repositorio@ufma.bropendoar:21312023-05-23T19:22:58Biblioteca Digital de Teses e Dissertações da UFMA - Universidade Federal do Maranhão (UFMA)false
dc.title.por.fl_str_mv Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a
dc.title.alternative.eng.fl_str_mv Application of molecular dynamics and QM/MM methods in the reactional study of the enzyme lysine methyltransferase G9a
title Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a
spellingShingle Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a
SOEIRO, Yuri Ramos Menezes Santos
dinâmica molecular;
histona 9;
metiltransferase;
molecular dynamics;
histone 9;
methyltransferase.
Química
title_short Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a
title_full Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a
title_fullStr Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a
title_full_unstemmed Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a
title_sort Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a
author SOEIRO, Yuri Ramos Menezes Santos
author_facet SOEIRO, Yuri Ramos Menezes Santos
author_role author
dc.contributor.advisor1.fl_str_mv VARELA JUNIOR, Jaldyr de Jesus Gomes
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/5125904184711352
dc.contributor.referee1.fl_str_mv VARELA JUNIOR, Jaldyr de Jesus Gomes
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/5125904184711352
dc.contributor.referee2.fl_str_mv SANTOS, Alberto Monteiro dos
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/5437289296929126
dc.contributor.referee3.fl_str_mv LIMA, Roberto Batista de
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/4982744838486744
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/3830322197333964
dc.contributor.author.fl_str_mv SOEIRO, Yuri Ramos Menezes Santos
contributor_str_mv VARELA JUNIOR, Jaldyr de Jesus Gomes
VARELA JUNIOR, Jaldyr de Jesus Gomes
SANTOS, Alberto Monteiro dos
LIMA, Roberto Batista de
dc.subject.por.fl_str_mv dinâmica molecular;
histona 9;
metiltransferase;
molecular dynamics;
topic dinâmica molecular;
histona 9;
metiltransferase;
molecular dynamics;
histone 9;
methyltransferase.
Química
dc.subject.eng.fl_str_mv histone 9;
methyltransferase.
dc.subject.cnpq.fl_str_mv Química
description Epigenetics is the area of knowledge responsible for examining the behavior of genes and how they react to numerous factors that are present throughout the individual's life. One way to perform this kind of study is through the molecular dynamics (MD) method, which is widely used in systems with biological characteristics, allowing computationally replicated systems to resemble the real biological situation. In this work we investigated the reaction mechanisms and activity of the enzyme lysine methyltransferase (MT) G9a by means of molecular dynamics simulations. The mutations that histone 3 lysine 9 (H3K9) can suffer due to epigenetic mechanisms were analyzed, and the free energy values for each one of these mutations were calculated. The average distance of H3K9 and its mutations in complex with the MT G9a and the reaction behavior of the mutant systems were also verified. For the development of the work, structures obtained from the Protein Data Bank were used to utilize the structures used throughout the research where these structures/systems were treated with the CHARMM32 force field and simulated in AMBER software. Five systems were constructed: H3K9 native and mutants: H3K9M, H3K9A, H3K9I and H3K9Nle. Different analyses were performed in order to verify which of these mutants would stand out when in complex with the G9a enzyme and consequently the inhibition of the methyltransferase process related to the neoplasm process. The first 150ns molecular dynamics results show that the H3K9M and H3K9I mutants showed more stable complexes, free energy calculations using MM/PBSA and MM/GBSA again pointed out the H3K9M and H3K9I mutations as the most energetically favorable. These results are in agreement with experimental observations available in the literature. Thus lysine 9 with the methionine and isoleucine mutation can act as efficient inhibitors of the G9a enzyme, subsequently leading to problems such as cancer.
publishDate 2023
dc.date.accessioned.fl_str_mv 2023-05-23T19:22:58Z
dc.date.issued.fl_str_mv 2023-03-27
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.citation.fl_str_mv SOEIRO, Yuri Ramos Menezes Santos. Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a. 2023.52 f. Dissertação (Programa de Pós-Graduação em Química/CCET) - Universidade Federal do Maranhão, São Luís, 2023.
dc.identifier.uri.fl_str_mv https://tedebc.ufma.br/jspui/handle/tede/tede/4717
identifier_str_mv SOEIRO, Yuri Ramos Menezes Santos. Aplicação de métodos de dinâmica molecular e QM/MM no estudo reacional da enzima lisina metiltransferase G9a. 2023.52 f. Dissertação (Programa de Pós-Graduação em Química/CCET) - Universidade Federal do Maranhão, São Luís, 2023.
url https://tedebc.ufma.br/jspui/handle/tede/tede/4717
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dc.publisher.none.fl_str_mv Universidade Federal do Maranhão
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dc.publisher.initials.fl_str_mv UFMA
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv DEPARTAMENTO DE QUÍMICA/CCET
publisher.none.fl_str_mv Universidade Federal do Maranhão
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