Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo

Detalhes bibliográficos
Ano de defesa: 2021
Autor(a) principal: Prado, Lara Barroso Brito lattes
Orientador(a): Oliveira, Gisele Augusto Rodrigues de lattes
Banca de defesa: Oliveira, Danielle Palma de, Rocha, Matheus Lavorenti, Ferreira, Monica Valdyrce dos Anjos Lopes, Alves, Vinícius de Medeiros, Valadares, Marize Campos
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Goiás
Programa de Pós-Graduação: Programa de Pós-graduação em Ciências Farmacêuticas (FF)
Departamento: Faculdade de Farmácia - FF (RG)
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://repositorio.bc.ufg.br/tede/handle/tede/12366
Resumo: Zebrafish (Danio rerio) early-life stages offer a complex and multicellular system integrating various tissues and differentiation processes. In addition, the zebrafish embryos are structurally and functionally similar to vertebrates, including humans. The acute toxicity test with zebrafish embryos and larvae is already worldwide recognized as an alternative model for ecotoxicological assessment, but it is not include in normative of the Council fot the Control of Animal Experimentation (CONCEA), wich recognize the use of alternative methods validated in research activities in Brazil. This organism model can filling the gap between conventional in vitro and in vivo tests for extrapolation of data for humans, the present study aimed to assess the acute toxicity of substances with different Global Harmonization System (GHS) categories using zebrafish early-life stage to determine LC50 values and compared with in vivo (LD50) acute oral toxicity data from literature, in order to generate a model to prediction acute oral toxicity. This prediction model was evaluated by the application of a drug candidate (LQFM 021). Fifteen substances were evaluated by Fish Embryo Acute Toxicity (FET) test (OECD 236). Parameter evaluated was lethal and sublethal effects after 96 h of exposure. A linear regression- model using the log-transformed of the LC50 values and LD50 was generated for the estimated of LD50 from LC50 values. This model resulted in the following equation Log LD50 (mg/kg) = 0.5749 x log LC50 (mg/L) + 1.284. The method domain of application was 53.33% and the R2 was 0,66. Sublethal effects indicate that substances more toxic presented more abnormalities. The DL50 predicted with FET testing LQFM 021, which classified as category 4 in GHS acute oral systemic toxicity assessment, was of 408.52 mg/kg, which also classified as Category 4. In this work, Quantitative Activity-Activity Relationship (QAAR) models were also developed, based on the data obtained in the FET test with zebrafish. This model using seven toxicological descriptors generated statistically predictive models with R2 values ranging from 0.80 to 0.95 and in combination with the Random Forest method it presented the best performance in the prediction of acute oral toxicity in vivo. Therefore, our results suggest that early-life stages of zebrafish could be at least a refinement in the sense of the principles of the 3R’s to predict acute oral toxicity in vivo, being as an intermediary in the preclinical evaluation between in vitro and in vitro.
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spelling Oliveira, Gisele Augusto Rodrigues dehttp://lattes.cnpq.br/6221735418479539Valadares, Marize Camposhttp://lattes.cnpq.br/6157755243167018Oliveira, Danielle Palma deRocha, Matheus LavorentiFerreira, Monica Valdyrce dos Anjos LopesAlves, Vinícius de MedeirosValadares, Marize Camposhttp://lattes.cnpq.br/4214326598221702Prado, Lara Barroso Brito2022-10-11T11:46:14Z2022-10-11T11:46:14Z2021-02-11BRITO, L. B. Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo. 2021. 91 f. Tese (Doutorado em Ciências Farmacêuticas) - Universidade Federal de Goiás, Goiânia, 2021.http://repositorio.bc.ufg.br/tede/handle/tede/12366Zebrafish (Danio rerio) early-life stages offer a complex and multicellular system integrating various tissues and differentiation processes. In addition, the zebrafish embryos are structurally and functionally similar to vertebrates, including humans. The acute toxicity test with zebrafish embryos and larvae is already worldwide recognized as an alternative model for ecotoxicological assessment, but it is not include in normative of the Council fot the Control of Animal Experimentation (CONCEA), wich recognize the use of alternative methods validated in research activities in Brazil. This organism model can filling the gap between conventional in vitro and in vivo tests for extrapolation of data for humans, the present study aimed to assess the acute toxicity of substances with different Global Harmonization System (GHS) categories using zebrafish early-life stage to determine LC50 values and compared with in vivo (LD50) acute oral toxicity data from literature, in order to generate a model to prediction acute oral toxicity. This prediction model was evaluated by the application of a drug candidate (LQFM 021). Fifteen substances were evaluated by Fish Embryo Acute Toxicity (FET) test (OECD 236). Parameter evaluated was lethal and sublethal effects after 96 h of exposure. A linear regression- model using the log-transformed of the LC50 values and LD50 was generated for the estimated of LD50 from LC50 values. This model resulted in the following equation Log LD50 (mg/kg) = 0.5749 x log LC50 (mg/L) + 1.284. The method domain of application was 53.33% and the R2 was 0,66. Sublethal effects indicate that substances more toxic presented more abnormalities. The DL50 predicted with FET testing LQFM 021, which classified as category 4 in GHS acute oral systemic toxicity assessment, was of 408.52 mg/kg, which also classified as Category 4. In this work, Quantitative Activity-Activity Relationship (QAAR) models were also developed, based on the data obtained in the FET test with zebrafish. This model using seven toxicological descriptors generated statistically predictive models with R2 values ranging from 0.80 to 0.95 and in combination with the Random Forest method it presented the best performance in the prediction of acute oral toxicity in vivo. Therefore, our results suggest that early-life stages of zebrafish could be at least a refinement in the sense of the principles of the 3R’s to predict acute oral toxicity in vivo, being as an intermediary in the preclinical evaluation between in vitro and in vitro.O estágio embrio-larval de zebrafish (Danio rerio) oferece um sistema complexo e multicelular que integra vários tecidos e processos de diferenciação. Além disso, os embriões de zebrafish são estrutural e funcionalmente semelhantes aos vertebrados, incluindo os humanos. O teste de toxicidade aguda com embriões e larvas de zebrafish já é uma abordagem alternativa reconhecida mundialmente para a avaliação ecotoxicológica, porém não está incluído nas normativas do Conselho Nacional de Controle de Experimentação Animal (CONCEA), as quais reconhecem o uso de métodos alternativos em atividades de pesquisa validados no Brasil. Considerando que este modelo pode preencher a lacuna entre os testes convencionais in vitro e in vivo para extrapolação de dados para humanos, o presente trabalho teve como objetivo avaliar a toxicidade aguda de substâncias com diferentes categorias no Sistema Global de Harmonização (GHS), usando o estágio embrio-larval de zebrafish para determinar os valores de CL50 e compará-los com dados in vivo (DL50) da literatura, a fim de gerar um modelo alternativo para predição da toxicidade oral aguda em roedores. Este modelo de predição foi avaliado pela aplicação de um candidato a fármaco (LQFM 021). Para tanto, 15 substâncias foram avaliadas utilizando o Fish Embryo Acute Toxicity (FET) Test (OECD 236). Os parâmetros avaliados foram os efeitos letais e subletais de cada substância e do LQFM 021, após 96 h de exposição. Um modelo de regressão linear usando os valores na escala logarítmica de CL50 e DL50 foi gerado para a estimar a DL50 a partir dos valores CL50 do teste de toxicidade aguda com zebrafish. Este modelo resultou na seguinte equação: Log DL50 (mg/kg) = 0,5749 x log CL50 (mg/L) + 1,284. O domínio de aplicação do método avaliado foi de 53,33% e o valor de R2 foi de 0,66. Em relação aos efeitos subletais, as substâncias categorizadas como mais tóxicas no GHS foram as que apresentaram mais anormalidades no desenvolvimento. A DL50 de predição do protótipo a fármaco LQFM 021, utilizando o teste FET, o qual é classificado como categoria 4 no GHS para toxicidade sistêmica oral aguda, foi de 408,52 mg/kg, ou seja, manteve- se classificado como categoria 4. Nesse trabalho também foi desenvolvido modelos de Relação Quantitativa Atividade-Atividade (QAAR), a partir dos dados obtidos no teste FET com zebrafish. Esse modelo utilizando sete descritores toxicológicos gerou modelos estatisticamente preditivos com valores de R2 variando entre 0,80 a 0,95 e em combinação com o método Random Forest apresentou o melhor desempenho na predição toxicidade oral aguda in vivo. Portanto nossos resultados sugerem que os estágios embrio-larvais de zebrafish poderia ser pelo menos um refinamento no sentido dos princípios de 3R’s para predizer a toxicidade oral aguda in vivo, se apresentando como um intermediário na avaliação pré-clínica entre os ensaios in vitro e in vivo.Submitted by Luciana Ferreira (lucgeral@gmail.com) on 2022-10-10T11:34:36Z No. of bitstreams: 2 Tese - Lara Barroso Brito Prado - 2021.pdf: 9815570 bytes, checksum: 987614fef2dc13b84d652b4d36853469 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2022-10-11T11:46:14Z (GMT) No. of bitstreams: 2 Tese - Lara Barroso Brito Prado - 2021.pdf: 9815570 bytes, checksum: 987614fef2dc13b84d652b4d36853469 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Made available in DSpace on 2022-10-11T11:46:14Z (GMT). No. of bitstreams: 2 Tese - Lara Barroso Brito Prado - 2021.pdf: 9815570 bytes, checksum: 987614fef2dc13b84d652b4d36853469 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5) Previous issue date: 2021-02-11Conselho Nacional de Pesquisa e Desenvolvimento Científico e Tecnológico - CNPqporUniversidade Federal de GoiásPrograma de Pós-graduação em Ciências Farmacêuticas (FF)UFGBrasilFaculdade de Farmácia - FF (RG)Attribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessZebrafishToxicidade oral agudaDL50Sistema Global de HarmonizaçãoQAARZebrafishAcute oral toxicityDL50Alternative-testing methodsGlobal Harmonisation SystemQAARCIENCIAS HUMANAS::FILOSOFIA::ETICAOs estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivoZebrafish early-life stage as an alternative model to predict acute oral toxicity in vivoinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis27500500500500225320reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.bc.ufg.br/tede/bitstreams/5c42cfae-ebe0-45de-92bc-dece8b365276/download4460e5956bc1d1639be9ae6146a50347MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.bc.ufg.br/tede/bitstreams/313c0a63-8704-458a-ac9b-2295a10a3317/download8a4605be74aa9ea9d79846c1fba20a33MD51ORIGINALTese - Lara Barroso Brito Prado - 2021.pdfTese - Lara Barroso Brito Prado - 2021.pdfapplication/pdf9815570http://repositorio.bc.ufg.br/tede/bitstreams/205136d7-4e58-421a-8949-60d1d8045416/download987614fef2dc13b84d652b4d36853469MD53tede/123662022-10-11 08:46:14.508http://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 Internationalopen.accessoai:repositorio.bc.ufg.br:tede/12366http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2022-10-11T11:46:14Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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
dc.title.pt_BR.fl_str_mv Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo
dc.title.alternative.eng.fl_str_mv Zebrafish early-life stage as an alternative model to predict acute oral toxicity in vivo
title Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo
spellingShingle Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo
Prado, Lara Barroso Brito
Zebrafish
Toxicidade oral aguda
DL50
Sistema Global de Harmonização
QAAR
Zebrafish
Acute oral toxicity
DL50
Alternative-testing methods
Global Harmonisation System
QAAR
CIENCIAS HUMANAS::FILOSOFIA::ETICA
title_short Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo
title_full Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo
title_fullStr Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo
title_full_unstemmed Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo
title_sort Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo
author Prado, Lara Barroso Brito
author_facet Prado, Lara Barroso Brito
author_role author
dc.contributor.advisor1.fl_str_mv Oliveira, Gisele Augusto Rodrigues de
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/6221735418479539
dc.contributor.advisor-co1.fl_str_mv Valadares, Marize Campos
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/6157755243167018
dc.contributor.referee1.fl_str_mv Oliveira, Danielle Palma de
dc.contributor.referee2.fl_str_mv Rocha, Matheus Lavorenti
dc.contributor.referee3.fl_str_mv Ferreira, Monica Valdyrce dos Anjos Lopes
dc.contributor.referee4.fl_str_mv Alves, Vinícius de Medeiros
dc.contributor.referee5.fl_str_mv Valadares, Marize Campos
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/4214326598221702
dc.contributor.author.fl_str_mv Prado, Lara Barroso Brito
contributor_str_mv Oliveira, Gisele Augusto Rodrigues de
Valadares, Marize Campos
Oliveira, Danielle Palma de
Rocha, Matheus Lavorenti
Ferreira, Monica Valdyrce dos Anjos Lopes
Alves, Vinícius de Medeiros
Valadares, Marize Campos
dc.subject.por.fl_str_mv Zebrafish
Toxicidade oral aguda
DL50
Sistema Global de Harmonização
QAAR
topic Zebrafish
Toxicidade oral aguda
DL50
Sistema Global de Harmonização
QAAR
Zebrafish
Acute oral toxicity
DL50
Alternative-testing methods
Global Harmonisation System
QAAR
CIENCIAS HUMANAS::FILOSOFIA::ETICA
dc.subject.eng.fl_str_mv Zebrafish
Acute oral toxicity
DL50
Alternative-testing methods
Global Harmonisation System
QAAR
dc.subject.cnpq.fl_str_mv CIENCIAS HUMANAS::FILOSOFIA::ETICA
description Zebrafish (Danio rerio) early-life stages offer a complex and multicellular system integrating various tissues and differentiation processes. In addition, the zebrafish embryos are structurally and functionally similar to vertebrates, including humans. The acute toxicity test with zebrafish embryos and larvae is already worldwide recognized as an alternative model for ecotoxicological assessment, but it is not include in normative of the Council fot the Control of Animal Experimentation (CONCEA), wich recognize the use of alternative methods validated in research activities in Brazil. This organism model can filling the gap between conventional in vitro and in vivo tests for extrapolation of data for humans, the present study aimed to assess the acute toxicity of substances with different Global Harmonization System (GHS) categories using zebrafish early-life stage to determine LC50 values and compared with in vivo (LD50) acute oral toxicity data from literature, in order to generate a model to prediction acute oral toxicity. This prediction model was evaluated by the application of a drug candidate (LQFM 021). Fifteen substances were evaluated by Fish Embryo Acute Toxicity (FET) test (OECD 236). Parameter evaluated was lethal and sublethal effects after 96 h of exposure. A linear regression- model using the log-transformed of the LC50 values and LD50 was generated for the estimated of LD50 from LC50 values. This model resulted in the following equation Log LD50 (mg/kg) = 0.5749 x log LC50 (mg/L) + 1.284. The method domain of application was 53.33% and the R2 was 0,66. Sublethal effects indicate that substances more toxic presented more abnormalities. The DL50 predicted with FET testing LQFM 021, which classified as category 4 in GHS acute oral systemic toxicity assessment, was of 408.52 mg/kg, which also classified as Category 4. In this work, Quantitative Activity-Activity Relationship (QAAR) models were also developed, based on the data obtained in the FET test with zebrafish. This model using seven toxicological descriptors generated statistically predictive models with R2 values ranging from 0.80 to 0.95 and in combination with the Random Forest method it presented the best performance in the prediction of acute oral toxicity in vivo. Therefore, our results suggest that early-life stages of zebrafish could be at least a refinement in the sense of the principles of the 3R’s to predict acute oral toxicity in vivo, being as an intermediary in the preclinical evaluation between in vitro and in vitro.
publishDate 2021
dc.date.issued.fl_str_mv 2021-02-11
dc.date.accessioned.fl_str_mv 2022-10-11T11:46:14Z
dc.date.available.fl_str_mv 2022-10-11T11:46:14Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
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dc.identifier.citation.fl_str_mv BRITO, L. B. Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo. 2021. 91 f. Tese (Doutorado em Ciências Farmacêuticas) - Universidade Federal de Goiás, Goiânia, 2021.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/12366
identifier_str_mv BRITO, L. B. Os estágios iniciais do desenvolvimento do zebrafish como modelo alternativo para predizer a toxicidade oral aguda in vivo. 2021. 91 f. Tese (Doutorado em Ciências Farmacêuticas) - Universidade Federal de Goiás, Goiânia, 2021.
url http://repositorio.bc.ufg.br/tede/handle/tede/12366
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dc.relation.program.fl_str_mv 27
dc.relation.confidence.fl_str_mv 500
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500
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dc.relation.department.fl_str_mv 22
dc.relation.cnpq.fl_str_mv 532
dc.relation.sponsorship.fl_str_mv 0
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rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
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eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de Goiás
dc.publisher.program.fl_str_mv Programa de Pós-graduação em Ciências Farmacêuticas (FF)
dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Faculdade de Farmácia - FF (RG)
publisher.none.fl_str_mv Universidade Federal de Goiás
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institution UFG
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