Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3

Detalhes bibliográficos
Autor(a) principal: Santos, Paula Beatriz Jesus
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações do UNIOESTE
Texto Completo: https://tede.unioeste.br/handle/tede/7224
Resumo: Caspase 3 is an enzyme that plays an important role in programmed cell death (apoptosis). Its unbridled activation in neural cells, increasingly studied, is linked to one of the causes of neuron loss in Alzheimer's Disease (AD). Thus, this target is considered a promising target for the development of new drugs. That said, in this work a 2D quantitative structure-activity relationship (QSAR-2D) study was carried out based on 71 compounds described in the literature as caspase 3 inhibitors. The model obtained, using regression by PLS, was approved in terms of internal validation and external, and was used to predict new molecules from a virtual screening study based on 2D and later 3D similarity. After evaluating the toxicity and pharmacokinetic properties, 23 promising compounds were identified as potential caspase 3 inhibitors. These results provide important subsidies for future in vitro studies, aiming at the development of new treatments for AD. The computational approach used in this study demonstrated its effectiveness in identifying compounds with potential biological activity, contributing to optimize the discovery process of new drugs aimed at the treatment of AD.
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spelling Melo, Eduardo Borges dehttp://lattes.cnpq.br/0732955060928431Melo, Eduardo Borges dehttp://lattes.cnpq.br/0732955060928431Rosa, Maurício Ferreira dahttp://lattes.cnpq.br/3207812515849010Butera, Anna Paolahttp://lattes.cnpq.br/3937524383158746http://lattes.cnpq.br/2798494518054846Santos, Paula Beatriz Jesus2024-05-28T22:30:58Z2023-08-04SANTOS, Paula Beatriz Jesus. Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3. 2023. 60 f. Dissertação (Mestrado em Química) - Universidade Estadual do Oeste do Paraná, Toledo, 2023.https://tede.unioeste.br/handle/tede/7224Caspase 3 is an enzyme that plays an important role in programmed cell death (apoptosis). Its unbridled activation in neural cells, increasingly studied, is linked to one of the causes of neuron loss in Alzheimer's Disease (AD). Thus, this target is considered a promising target for the development of new drugs. That said, in this work a 2D quantitative structure-activity relationship (QSAR-2D) study was carried out based on 71 compounds described in the literature as caspase 3 inhibitors. The model obtained, using regression by PLS, was approved in terms of internal validation and external, and was used to predict new molecules from a virtual screening study based on 2D and later 3D similarity. After evaluating the toxicity and pharmacokinetic properties, 23 promising compounds were identified as potential caspase 3 inhibitors. These results provide important subsidies for future in vitro studies, aiming at the development of new treatments for AD. The computational approach used in this study demonstrated its effectiveness in identifying compounds with potential biological activity, contributing to optimize the discovery process of new drugs aimed at the treatment of AD.A caspase 3 é uma enzima que desempenha importante papel na morte celular programada (apoptose). Sua ativação desenfreada em células neurais, cada vez mais estudada, é atrelada a uma das causas da perda de neurônios na Doença de Alzheimer (DA). Assim, este alvo é considerado um alvo promissor para o desenvolvimento de novos fármacos. Posto isto, nesse trabalho foi realizado um estudo de relação estrutura-atividade quantitativa 2D (QSAR-2D) baseado em 71 compostos descritos na literatura como inibidores da caspase 3. O modelo obtido, utilizando regressão por PLS, foi aprovado nos quesitos de validação interna e externa, e foi utilizado para realizar previsão de novas moléculas oriundas de um estudo de triagem virtual baseado em similaridade 2D e posteriormente em 3D. Após avaliação de toxicidade e propriedades farmacocinéticas, foram identificados 23 compostos promissores como potenciais inibidores da caspase 3. Esses resultados fornecem importantes subsídios para futuros estudos in vitro, visando o desenvolvimento de novos tratamentos para a DA. A abordagem computacional utilizada neste estudo demonstrou sua eficácia na identificação de compostos com potencial atividade biológica, contribuindo para otimizar o processo de descoberta de novos fármacos direcionados ao tratamento da DA.Submitted by Marilene Donadel (marilene.donadel@unioeste.br) on 2024-05-28T22:30:58Z No. of bitstreams: 1 Paula_Santos_2023.pdf: 2263598 bytes, checksum: 40c36838dc50834e6093c0ec8ea3e4a4 (MD5)Made available in DSpace on 2024-05-28T22:30:58Z (GMT). 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dc.title.por.fl_str_mv Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3
dc.title.alternative.eng.fl_str_mv Alzheimer's disease: in silico studies of caspase 3 protein inhibitors
title Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3
spellingShingle Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3
Santos, Paula Beatriz Jesus
Relação estrutura-atividade quantitativa
Caspase 3
Doença de Alzheimer (DA).
Quantitative structure-activity relationship
Alzheimer's Disease (AD).
CIENCIAS EXATAS E DA TERRA::QUIMICA
title_short Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3
title_full Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3
title_fullStr Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3
title_full_unstemmed Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3
title_sort Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3
author Santos, Paula Beatriz Jesus
author_facet Santos, Paula Beatriz Jesus
author_role author
dc.contributor.advisor1.fl_str_mv Melo, Eduardo Borges de
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0732955060928431
dc.contributor.referee1.fl_str_mv Melo, Eduardo Borges de
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/0732955060928431
dc.contributor.referee2.fl_str_mv Rosa, Maurício Ferreira da
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/3207812515849010
dc.contributor.referee3.fl_str_mv Butera, Anna Paola
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/3937524383158746
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/2798494518054846
dc.contributor.author.fl_str_mv Santos, Paula Beatriz Jesus
contributor_str_mv Melo, Eduardo Borges de
Melo, Eduardo Borges de
Rosa, Maurício Ferreira da
Butera, Anna Paola
dc.subject.por.fl_str_mv Relação estrutura-atividade quantitativa
Caspase 3
Doença de Alzheimer (DA).
topic Relação estrutura-atividade quantitativa
Caspase 3
Doença de Alzheimer (DA).
Quantitative structure-activity relationship
Alzheimer's Disease (AD).
CIENCIAS EXATAS E DA TERRA::QUIMICA
dc.subject.eng.fl_str_mv Quantitative structure-activity relationship
Alzheimer's Disease (AD).
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::QUIMICA
description Caspase 3 is an enzyme that plays an important role in programmed cell death (apoptosis). Its unbridled activation in neural cells, increasingly studied, is linked to one of the causes of neuron loss in Alzheimer's Disease (AD). Thus, this target is considered a promising target for the development of new drugs. That said, in this work a 2D quantitative structure-activity relationship (QSAR-2D) study was carried out based on 71 compounds described in the literature as caspase 3 inhibitors. The model obtained, using regression by PLS, was approved in terms of internal validation and external, and was used to predict new molecules from a virtual screening study based on 2D and later 3D similarity. After evaluating the toxicity and pharmacokinetic properties, 23 promising compounds were identified as potential caspase 3 inhibitors. These results provide important subsidies for future in vitro studies, aiming at the development of new treatments for AD. The computational approach used in this study demonstrated its effectiveness in identifying compounds with potential biological activity, contributing to optimize the discovery process of new drugs aimed at the treatment of AD.
publishDate 2023
dc.date.issued.fl_str_mv 2023-08-04
dc.date.accessioned.fl_str_mv 2024-05-28T22:30:58Z
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dc.identifier.citation.fl_str_mv SANTOS, Paula Beatriz Jesus. Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3. 2023. 60 f. Dissertação (Mestrado em Química) - Universidade Estadual do Oeste do Paraná, Toledo, 2023.
dc.identifier.uri.fl_str_mv https://tede.unioeste.br/handle/tede/7224
identifier_str_mv SANTOS, Paula Beatriz Jesus. Doença de alzheimer: estudos in silico de inibidores da proteina caspase 3. 2023. 60 f. Dissertação (Mestrado em Química) - Universidade Estadual do Oeste do Paraná, Toledo, 2023.
url https://tede.unioeste.br/handle/tede/7224
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Toledo
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dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Centro de Engenharias e Ciências Exatas
publisher.none.fl_str_mv Universidade Estadual do Oeste do Paraná
Toledo
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