Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana

Detalhes bibliográficos
Ano de defesa: 2012
Autor(a) principal: Cruz, Daniela Santos lattes
Orientador(a): Castilho, Marcelo Santos
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Estadual de Feira de Santana
Programa de Pós-Graduação: Mestrado Acad?mico em Biotecnologia
Departamento: DEPARTAMENTO DE CI?NCIAS BIOL?GICAS
País: Brasil
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: http://tede2.uefs.br:8080/handle/tede/1009
Resumo: Alzheimer's disease (AD) is a neurodegenerative and progressive disorder, physiologically characterized by degeneration of cholinergic neurons and formation of senile plaques containing ?-amyloid peptide, which leads to cognitive and memory loss as well as dementia. The main pathophysiological event in AD is the deposition of extracellular ?-amyloid peptide (?A), which originates from proteolytic action of human beta-secretase (BACE-1) over the amyloid precursor protein (APP). Therefore, inhibitors of BACE-1 may have greater therapeutic efficacy on controlling pathological process of AD, once the mechanism of action of currently available drugs provides only temporary relief from AD symptoms, without altering its progression. Recent efforts to design BACE-1 inhibitors have focused on non-peptide molecules that might overcome pharmacokinetic limitations found in transition-state mimetic inhibitors. However, the potency of these compounds has yet to be optimized. In order to contribute for this purpose QSAR models based on 2D and topological descriptors molecular fragments (hologram QSAR) and 3D models QSAR (CoMFA) have been developed for 102 derivatives aminohydantoins, aminoimidazoles and aminopyridines as inhibitors of BACE-1. HQSAR models exhibit good statistical values (r2 = 0.85/ q2 = 0.84 and r2pred = 0.70) and suggest that amine moieties bound to aminohydantoins or aminoimidazoles rings, as well as nitrogen from the pyridine ring increase potency. However, only the additional information provided by QSAR models built with topological descriptors (r2 = 0.87/ q2 = 0.85 and r2pred = 0.84) indicated that electronic features (GGI5 and GGI6) are the major underlining factors to this result. The best CoMFA model (r2 = 0.91/ q2 = 0.73 and r2pred = 0.86) was built on the basis of the maximum substructure aligment using conformation obtained by structural similarity comparison among all inhibitors and the ligands bound to 3INF or 3L38 crystallographic structures (alignment IV). Analysis of contour maps suggests, for instance, that steric hindrance near the aminoimidazol ring prevents the further addition of substituents at this point, whereas the presence of bulky moieties in the para position in the o-chloro pyridine ring would increase potency. Guided by such analysis, structural modification were proposed to develop inhibitors with increased potency.
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spelling Castilho, Marcelo Santos2015749381402862545570http://lattes.cnpq.br/9668248442908794Cruz, Daniela Santos2020-04-01T20:56:38Z2012-04-16CRUZ, Daniela Santos. Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana. 2012. 108 f. Disserta??o (Mestrado Acad?mico em Biotecnologia)- Universidade Estadual de Feira de Santana, Feira de Santana, 2012.http://tede2.uefs.br:8080/handle/tede/1009Alzheimer's disease (AD) is a neurodegenerative and progressive disorder, physiologically characterized by degeneration of cholinergic neurons and formation of senile plaques containing ?-amyloid peptide, which leads to cognitive and memory loss as well as dementia. The main pathophysiological event in AD is the deposition of extracellular ?-amyloid peptide (?A), which originates from proteolytic action of human beta-secretase (BACE-1) over the amyloid precursor protein (APP). Therefore, inhibitors of BACE-1 may have greater therapeutic efficacy on controlling pathological process of AD, once the mechanism of action of currently available drugs provides only temporary relief from AD symptoms, without altering its progression. Recent efforts to design BACE-1 inhibitors have focused on non-peptide molecules that might overcome pharmacokinetic limitations found in transition-state mimetic inhibitors. However, the potency of these compounds has yet to be optimized. In order to contribute for this purpose QSAR models based on 2D and topological descriptors molecular fragments (hologram QSAR) and 3D models QSAR (CoMFA) have been developed for 102 derivatives aminohydantoins, aminoimidazoles and aminopyridines as inhibitors of BACE-1. HQSAR models exhibit good statistical values (r2 = 0.85/ q2 = 0.84 and r2pred = 0.70) and suggest that amine moieties bound to aminohydantoins or aminoimidazoles rings, as well as nitrogen from the pyridine ring increase potency. However, only the additional information provided by QSAR models built with topological descriptors (r2 = 0.87/ q2 = 0.85 and r2pred = 0.84) indicated that electronic features (GGI5 and GGI6) are the major underlining factors to this result. The best CoMFA model (r2 = 0.91/ q2 = 0.73 and r2pred = 0.86) was built on the basis of the maximum substructure aligment using conformation obtained by structural similarity comparison among all inhibitors and the ligands bound to 3INF or 3L38 crystallographic structures (alignment IV). Analysis of contour maps suggests, for instance, that steric hindrance near the aminoimidazol ring prevents the further addition of substituents at this point, whereas the presence of bulky moieties in the para position in the o-chloro pyridine ring would increase potency. Guided by such analysis, structural modification were proposed to develop inhibitors with increased potency.A doen?a de Alzheimer (DA) ? uma desordem progressiva, neurodegenerativa caracterizada fisiologicamente pela degenera??o dos neur?nios colin?rgicos e forma??o de placas senis contendo pept?deo ?-amil?ide, que leva ao quadro de perda cognitiva, de mem?ria e dem?ncia. O principal evento fisiopatol?gico na DA ? a deposi??o extracelular do pept?deo ?-amil?ide (?A), que se origina da a??o preoteol?tica da enzima beta-secretase humana (BACE-1) sobre a prote?na precursora do amiloide (APP). Por essa raz?o, inibidores de BACE-1 podem atuar com maior efic?cia terap?utica sobre o processo patol?gico da DA, visto que o mecanismo de a??o dos f?rmacos atualmente dispon?veis para o tratamento proporciona somente al?vio tempor?rio dos sintomas da doen?a, n?o alterando a sua progress?o. O planejamento recente de f?rmacos inibidores de BACE-1 tem buscado o desenvolvimento de mol?culas n?o pept?dicas a fim de superar as limita??es farmacocin?ticas dos derivados mim?ticos do estado de transi??o. Contudo, a pot?ncia desses compostos ainda precisa ser otimizada. Visando contribuir para este objetivo modelos de QSAR 2D baseados em descritores topol?gicos e em fragmentos moleculares (Holograma QSAR), assim como modelos de QSAR 3D (CoMFA) foram desenvolvidos para uma s?rie de 102 derivados de aminohidantoinas, aminoimidaz?is e aminopiridinas que inibem BACE-1. Os modelos de HQSAR apresentam boa qualidade estat?stica (r2 = 0,85/ q2 = 0,84 e r2pred = 0,70) e sugerem que o grupo amino ligado ao n?cleo central aminoimidazol e aminihidant?inico, bem como o nitrog?nio do anel pirid?nico tem contribui??o positiva para a pot?ncia, todavia, foi a an?lise integrada desse resultado com aqueles oriundos dos modelos de QSAR baseados em descritores topol?gicos, (r2= 0.87, q2= 0.85 e r2pred= 0,84) que permitiu identificar fatores eletr?nicos (GGI5 e GGI6) como os principais respons?veis por essa contribui??o. O melhor modelo CoMFA (r2 = 0,91/ q2 = 0,73 e r2pred= 0,86) foi obtido a partir do alinhamento molecular pela m?xima subestrutura comum, utilizando conforma??es geradas atrav?s da compara??o por similaridade morfol?gica de todos os inibidores com os ligantes encontrados nas estruturas cristalogr?ficas 3INF ou 3L38 (Alinhamento IV). A an?lise dos mapas de contorno sugere por exemplo que existe uma intera??o estericamente desfavor?vel na regi?o pr?xima ao n?cleo aminoimidazol, enquanto n?o h? restri??o est?rea significativa na posi??o para do anel o-cloro pirid?nico. A partir dessas observa??es estrat?gias de modifica??es estruturais foram propostas para a obten??o de derivados cong?neres mais potentes.Submitted by Ricardo Cedraz Duque Moliterno (ricardo.moliterno@uefs.br) on 2020-04-01T20:56:38Z No. of bitstreams: 1 Disserta??o_DANIELA SANTOS CRUZ.pdf: 11312208 bytes, checksum: 091c1f06382dc2d40608eab309762144 (MD5)Made available in DSpace on 2020-04-01T20:56:38Z (GMT). No. of bitstreams: 1 Disserta??o_DANIELA SANTOS CRUZ.pdf: 11312208 bytes, checksum: 091c1f06382dc2d40608eab309762144 (MD5) Previous issue date: 2012-04-16Funda??o de Amparo ? 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dc.title.por.fl_str_mv Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana
title Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana
spellingShingle Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana
Cruz, Daniela Santos
Alzheimer
?-secretase
QSAR 2D
HQSAR
CoMFA
CIENCIAS BIOLOGICAS::BIOLOGIA GERAL
CIENCIAS BIOLOGICAS
title_short Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana
title_full Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana
title_fullStr Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana
title_full_unstemmed Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana
title_sort Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana
author Cruz, Daniela Santos
author_facet Cruz, Daniela Santos
author_role author
dc.contributor.advisor1.fl_str_mv Castilho, Marcelo Santos
dc.contributor.advisor1ID.fl_str_mv 20157493814
dc.contributor.authorID.fl_str_mv 02862545570
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/9668248442908794
dc.contributor.author.fl_str_mv Cruz, Daniela Santos
contributor_str_mv Castilho, Marcelo Santos
dc.subject.por.fl_str_mv Alzheimer
?-secretase
QSAR 2D
HQSAR
CoMFA
topic Alzheimer
?-secretase
QSAR 2D
HQSAR
CoMFA
CIENCIAS BIOLOGICAS::BIOLOGIA GERAL
CIENCIAS BIOLOGICAS
dc.subject.cnpq.fl_str_mv CIENCIAS BIOLOGICAS::BIOLOGIA GERAL
CIENCIAS BIOLOGICAS
description Alzheimer's disease (AD) is a neurodegenerative and progressive disorder, physiologically characterized by degeneration of cholinergic neurons and formation of senile plaques containing ?-amyloid peptide, which leads to cognitive and memory loss as well as dementia. The main pathophysiological event in AD is the deposition of extracellular ?-amyloid peptide (?A), which originates from proteolytic action of human beta-secretase (BACE-1) over the amyloid precursor protein (APP). Therefore, inhibitors of BACE-1 may have greater therapeutic efficacy on controlling pathological process of AD, once the mechanism of action of currently available drugs provides only temporary relief from AD symptoms, without altering its progression. Recent efforts to design BACE-1 inhibitors have focused on non-peptide molecules that might overcome pharmacokinetic limitations found in transition-state mimetic inhibitors. However, the potency of these compounds has yet to be optimized. In order to contribute for this purpose QSAR models based on 2D and topological descriptors molecular fragments (hologram QSAR) and 3D models QSAR (CoMFA) have been developed for 102 derivatives aminohydantoins, aminoimidazoles and aminopyridines as inhibitors of BACE-1. HQSAR models exhibit good statistical values (r2 = 0.85/ q2 = 0.84 and r2pred = 0.70) and suggest that amine moieties bound to aminohydantoins or aminoimidazoles rings, as well as nitrogen from the pyridine ring increase potency. However, only the additional information provided by QSAR models built with topological descriptors (r2 = 0.87/ q2 = 0.85 and r2pred = 0.84) indicated that electronic features (GGI5 and GGI6) are the major underlining factors to this result. The best CoMFA model (r2 = 0.91/ q2 = 0.73 and r2pred = 0.86) was built on the basis of the maximum substructure aligment using conformation obtained by structural similarity comparison among all inhibitors and the ligands bound to 3INF or 3L38 crystallographic structures (alignment IV). Analysis of contour maps suggests, for instance, that steric hindrance near the aminoimidazol ring prevents the further addition of substituents at this point, whereas the presence of bulky moieties in the para position in the o-chloro pyridine ring would increase potency. Guided by such analysis, structural modification were proposed to develop inhibitors with increased potency.
publishDate 2012
dc.date.issued.fl_str_mv 2012-04-16
dc.date.accessioned.fl_str_mv 2020-04-01T20:56:38Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.citation.fl_str_mv CRUZ, Daniela Santos. Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana. 2012. 108 f. Disserta??o (Mestrado Acad?mico em Biotecnologia)- Universidade Estadual de Feira de Santana, Feira de Santana, 2012.
dc.identifier.uri.fl_str_mv http://tede2.uefs.br:8080/handle/tede/1009
identifier_str_mv CRUZ, Daniela Santos. Estudos de QSAR 2D e 3D para derivados de aminoimidaz?is, aminohidanto?nas e aminipiridinas com atividade inibit?ria sobre a enzima beta-secretase humana. 2012. 108 f. Disserta??o (Mestrado Acad?mico em Biotecnologia)- Universidade Estadual de Feira de Santana, Feira de Santana, 2012.
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dc.publisher.initials.fl_str_mv UEFS
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv DEPARTAMENTO DE CI?NCIAS BIOL?GICAS
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repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da UEFS - Universidade Estadual de Feira de Santana (UEFS)
repository.mail.fl_str_mv bcuefs@uefs.br|| bcref@uefs.br||bcuefs@uefs.br
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