Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19

Detalhes bibliográficos
Ano de defesa: 2021
Autor(a) principal: Estrela, Paulo Felipe Neves lattes
Orientador(a): Duarte, Gabriela Rodrigues Mendes lattes
Banca de defesa: Duarte, Gabriela Rodrigues Mendes, Gomes, Danielle Cangussu de Castro, Rodrigues, Flávia Melo
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Goiás
Programa de Pós-Graduação: Programa de Pós-graduação em Química (IQ)
Departamento: Instituto de Química - IQ (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/11612
Resumo: Microfluidic devices have shown potential application in several areas of science due to the possibility of integration and automation of steps, reducing time and cost in total analysis. However, due to the laboriousness of the preparation, its use is still discreet. Thus, in the aim to make microfluidic devices accessible, in this study we explore the development of disposable microfluidic devices based on double-sided tape and polyester film (DF-Pe) and we initially demonstrated its use in all stages of molecular diagnosis for COVID-19. Devices based on double-sided adhesive tape were manufactured in two different forms: using a laser cutter or totally free-instrumentation. The DF-Pe microchips developed here exhibited low cost, simplicity, fast fabrication, chemical resistance, versatility for layout changes and biocompatibility. In the DF-Pe microchips, we carried out the isolation of nucleic acids from samples of patients with SARS-CoV-2 infection, using the technique of dynamic solid phase extraction (dSPE) with an efficiency of extraction of 56%, obtaining the RNA at the end of the process suitable to be amplified by RT-qPCR (Reverse Transcription - Quantitative Pol-ymerase Chain Reaction) and RT-LAMP (Reverse Transcription - Loop-Mediated Isother-mal Amplification). We demonstrated a RT-LAMP based assay to detect SARS-CoV-2 di-rectly on microdevices in 30 minutes, also we applied the test to a panel of 40 samples and the results obtained were with 100% concordance with the gold standard method (RT-qPCR). Furthermore, the features of the DF-Pe microdevice were evaluated through the development of passive micromixers that allowed visual detection of the amplification prod-ucts directly on the microdevices. The high simplicity, cost-effective and fast manufacturing of the DF-Pe microdevices, integrated to the simple and quick extraction, amplification and viral detection directly on chip, demonstrates the high potential application of this method in the molecular diagnosis of COVID-19 in resources limited settings.
id UFG-2_253ffbf14ae510eb773386ca7923e41c
oai_identifier_str oai:repositorio.bc.ufg.br:tede/11612
network_acronym_str UFG-2
network_name_str Repositório Institucional da UFG
repository_id_str
spelling Duarte, Gabriela Rodrigues Mendeshttp://lattes.cnpq.br/9005971441891787Duarte, Gabriela Rodrigues MendesGomes, Danielle Cangussu de CastroRodrigues, Flávia Melohttp://lattes.cnpq.br/2591378387192528Estrela, Paulo Felipe Neves2021-08-31T11:20:34Z2021-08-31T11:20:34Z2021-07-29ESTRELA, P. F. N. Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19. 2021. 93 f. Dissertação (Mestrado em Química) - Universidade Federal de Goiás, Goiânia, 2021.http://repositorio.bc.ufg.br/tede/handle/tede/11612Microfluidic devices have shown potential application in several areas of science due to the possibility of integration and automation of steps, reducing time and cost in total analysis. However, due to the laboriousness of the preparation, its use is still discreet. Thus, in the aim to make microfluidic devices accessible, in this study we explore the development of disposable microfluidic devices based on double-sided tape and polyester film (DF-Pe) and we initially demonstrated its use in all stages of molecular diagnosis for COVID-19. Devices based on double-sided adhesive tape were manufactured in two different forms: using a laser cutter or totally free-instrumentation. The DF-Pe microchips developed here exhibited low cost, simplicity, fast fabrication, chemical resistance, versatility for layout changes and biocompatibility. In the DF-Pe microchips, we carried out the isolation of nucleic acids from samples of patients with SARS-CoV-2 infection, using the technique of dynamic solid phase extraction (dSPE) with an efficiency of extraction of 56%, obtaining the RNA at the end of the process suitable to be amplified by RT-qPCR (Reverse Transcription - Quantitative Pol-ymerase Chain Reaction) and RT-LAMP (Reverse Transcription - Loop-Mediated Isother-mal Amplification). We demonstrated a RT-LAMP based assay to detect SARS-CoV-2 di-rectly on microdevices in 30 minutes, also we applied the test to a panel of 40 samples and the results obtained were with 100% concordance with the gold standard method (RT-qPCR). Furthermore, the features of the DF-Pe microdevice were evaluated through the development of passive micromixers that allowed visual detection of the amplification prod-ucts directly on the microdevices. The high simplicity, cost-effective and fast manufacturing of the DF-Pe microdevices, integrated to the simple and quick extraction, amplification and viral detection directly on chip, demonstrates the high potential application of this method in the molecular diagnosis of COVID-19 in resources limited settings.Dispositivos microfluídicos têm demonstrado potencial para aplicações em diversos ramos da ciência pela possibilidade de integração e automatização de etapas, redução do tempo e custos em análises totais. Entretanto, devido a laboriosidade de confecção, sua utilização ainda é discreta. Nesta perspectiva, visando tornar os dispositivos microfluídicos mais acessíveis, exploramos neste trabalho o desenvolvimento de microdispositivos descartáveis à base de fita adesiva dupla face e filme poliéster (DF-Pe) e demonstramos, inicialmente, sua utilização em todas as etapas do diagnóstico molecular para COVID-19. Dispositivos a base de fita adesiva dupla face foram fabricados de dois modos distintos: utilizando uma cortadora a laser ou fabricados totalmente livres de instrumentação. Os microchips DF-Pe desenvolvidos apresentaram baixo custo, simplicidade e rapidez para confecção, resistência química, versatilidade para mudanças de layouts e biocompatibilidade. Realizamos nos microchips DF-Pe o isolamento de ácidos nucleicos de amostras de pacientes com infecção por SARS-CoV-2, por meio da técnica de extração dinâmica em fase sólida (dSPE), com eficiência média de extração de 56%, obtendo ao final do processo RNA suficientemente íntegro para ser amplificado por RT-qPCR (Transcrição Reversa seguida da Reação em Cadeia da Polimerase quantitativa) e RT-LAMP (Transcrição Reversa seguida da Amplificação Isotérmica Mediada por Loop). Demonstramos a RT-LAMP para detecção de SARS-CoV-2 diretamente nos microdispositivos em 30 minutos e, ao aplicarmos o teste a um painel de 40 amostras, obtivemos resultados 100% concordantes com método padrão ouro (RT-qPCR). Ademais, as funcionalidades dos microdispositivos DF-Pe foram exploradas no desenvolvimento de micromisturadores passivos que permitiram detecção visual de produtos de amplificação diretamente nos microdispositivos. A elevada simplicidade, rapidez e baixo custo na fabricação dos microdispositivos DF-Pe, associada à simples e rápida extração, amplificação e detecção viral on chip, demonstra o elevado potencial de aplicação dos microdispositivos DF-Pe para o diagnóstico molecular da COVID-19 em locais que detém poucos recursos.Submitted by Marlene Santos (marlene.bc.ufg@gmail.com) on 2021-08-31T03:21:02Z No. of bitstreams: 2 Dissertação - Paulo Felipe Neves Estrela - 2021.pdf: 6854103 bytes, checksum: 1120eb56a0efc72ec25cd0eb120e1b77 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2021-08-31T11:20:34Z (GMT) No. of bitstreams: 2 Dissertação - Paulo Felipe Neves Estrela - 2021.pdf: 6854103 bytes, checksum: 1120eb56a0efc72ec25cd0eb120e1b77 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Made available in DSpace on 2021-08-31T11:20:34Z (GMT). No. of bitstreams: 2 Dissertação - Paulo Felipe Neves Estrela - 2021.pdf: 6854103 bytes, checksum: 1120eb56a0efc72ec25cd0eb120e1b77 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5) Previous issue date: 2021-07-29Conselho Nacional de Pesquisa e Desenvolvimento Científico e Tecnológico - CNPqFundação de Amparo à Pesquisa do Estado de GoiásOutroporUniversidade Federal de GoiásPrograma de Pós-graduação em Química (IQ)UFGBrasilInstituto de Química - IQ (RG)Attribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessMicrochipSARS-CoV-2BioanalíticaLoop-mediated isothermal amplificationBioanalyticsCIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA-ANALITICADispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19Microfluidic devices based on double-sided adhesive tape and applications in molecular diagnosis of Covid-19info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis82500500500500500500291092035reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.bc.ufg.br/tede/bitstreams/41adada0-9630-44ad-8c3a-807b1e9a4a09/download8a4605be74aa9ea9d79846c1fba20a33MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.bc.ufg.br/tede/bitstreams/a808c32b-d5f2-439f-964a-a9e33d50dcb6/download4460e5956bc1d1639be9ae6146a50347MD52ORIGINALDissertação - Paulo Felipe Neves Estrela - 2021.pdfDissertação - Paulo Felipe Neves Estrela - 2021.pdfapplication/pdf6854103http://repositorio.bc.ufg.br/tede/bitstreams/b597d124-4bb7-41fc-93da-eb15a37340a5/download1120eb56a0efc72ec25cd0eb120e1b77MD53tede/116122021-10-29 18:42:31.832http://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 Internationalopen.accessoai:repositorio.bc.ufg.br:tede/11612http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2021-10-29T21:42:31Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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
dc.title.pt_BR.fl_str_mv Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19
dc.title.alternative.eng.fl_str_mv Microfluidic devices based on double-sided adhesive tape and applications in molecular diagnosis of Covid-19
title Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19
spellingShingle Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19
Estrela, Paulo Felipe Neves
Microchip
SARS-CoV-2
Bioanalítica
Loop-mediated isothermal amplification
Bioanalytics
CIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA-ANALITICA
title_short Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19
title_full Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19
title_fullStr Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19
title_full_unstemmed Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19
title_sort Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19
author Estrela, Paulo Felipe Neves
author_facet Estrela, Paulo Felipe Neves
author_role author
dc.contributor.advisor1.fl_str_mv Duarte, Gabriela Rodrigues Mendes
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/9005971441891787
dc.contributor.referee1.fl_str_mv Duarte, Gabriela Rodrigues Mendes
dc.contributor.referee2.fl_str_mv Gomes, Danielle Cangussu de Castro
dc.contributor.referee3.fl_str_mv Rodrigues, Flávia Melo
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/2591378387192528
dc.contributor.author.fl_str_mv Estrela, Paulo Felipe Neves
contributor_str_mv Duarte, Gabriela Rodrigues Mendes
Duarte, Gabriela Rodrigues Mendes
Gomes, Danielle Cangussu de Castro
Rodrigues, Flávia Melo
dc.subject.por.fl_str_mv Microchip
SARS-CoV-2
Bioanalítica
topic Microchip
SARS-CoV-2
Bioanalítica
Loop-mediated isothermal amplification
Bioanalytics
CIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA-ANALITICA
dc.subject.eng.fl_str_mv Loop-mediated isothermal amplification
Bioanalytics
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA-ANALITICA
description Microfluidic devices have shown potential application in several areas of science due to the possibility of integration and automation of steps, reducing time and cost in total analysis. However, due to the laboriousness of the preparation, its use is still discreet. Thus, in the aim to make microfluidic devices accessible, in this study we explore the development of disposable microfluidic devices based on double-sided tape and polyester film (DF-Pe) and we initially demonstrated its use in all stages of molecular diagnosis for COVID-19. Devices based on double-sided adhesive tape were manufactured in two different forms: using a laser cutter or totally free-instrumentation. The DF-Pe microchips developed here exhibited low cost, simplicity, fast fabrication, chemical resistance, versatility for layout changes and biocompatibility. In the DF-Pe microchips, we carried out the isolation of nucleic acids from samples of patients with SARS-CoV-2 infection, using the technique of dynamic solid phase extraction (dSPE) with an efficiency of extraction of 56%, obtaining the RNA at the end of the process suitable to be amplified by RT-qPCR (Reverse Transcription - Quantitative Pol-ymerase Chain Reaction) and RT-LAMP (Reverse Transcription - Loop-Mediated Isother-mal Amplification). We demonstrated a RT-LAMP based assay to detect SARS-CoV-2 di-rectly on microdevices in 30 minutes, also we applied the test to a panel of 40 samples and the results obtained were with 100% concordance with the gold standard method (RT-qPCR). Furthermore, the features of the DF-Pe microdevice were evaluated through the development of passive micromixers that allowed visual detection of the amplification prod-ucts directly on the microdevices. The high simplicity, cost-effective and fast manufacturing of the DF-Pe microdevices, integrated to the simple and quick extraction, amplification and viral detection directly on chip, demonstrates the high potential application of this method in the molecular diagnosis of COVID-19 in resources limited settings.
publishDate 2021
dc.date.accessioned.fl_str_mv 2021-08-31T11:20:34Z
dc.date.available.fl_str_mv 2021-08-31T11:20:34Z
dc.date.issued.fl_str_mv 2021-07-29
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 ESTRELA, P. F. N. Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19. 2021. 93 f. Dissertação (Mestrado em Química) - Universidade Federal de Goiás, Goiânia, 2021.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/11612
identifier_str_mv ESTRELA, P. F. N. Dispositivos microfluídicos baseados em fita adesiva dupla face e aplicações no diagnóstico molecular da Covid-19. 2021. 93 f. Dissertação (Mestrado em Química) - Universidade Federal de Goiás, Goiânia, 2021.
url http://repositorio.bc.ufg.br/tede/handle/tede/11612
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv 82
dc.relation.confidence.fl_str_mv 500
500
500
500
500
500
dc.relation.department.fl_str_mv 29
dc.relation.cnpq.fl_str_mv 1092
dc.relation.sponsorship.fl_str_mv 0
3
5
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
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 Química (IQ)
dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Instituto de Química - IQ (RG)
publisher.none.fl_str_mv Universidade Federal de Goiás
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFG
instname:Universidade Federal de Goiás (UFG)
instacron:UFG
instname_str Universidade Federal de Goiás (UFG)
instacron_str UFG
institution UFG
reponame_str Repositório Institucional da UFG
collection Repositório Institucional da UFG
bitstream.url.fl_str_mv http://repositorio.bc.ufg.br/tede/bitstreams/41adada0-9630-44ad-8c3a-807b1e9a4a09/download
http://repositorio.bc.ufg.br/tede/bitstreams/a808c32b-d5f2-439f-964a-a9e33d50dcb6/download
http://repositorio.bc.ufg.br/tede/bitstreams/b597d124-4bb7-41fc-93da-eb15a37340a5/download
bitstream.checksum.fl_str_mv 8a4605be74aa9ea9d79846c1fba20a33
4460e5956bc1d1639be9ae6146a50347
1120eb56a0efc72ec25cd0eb120e1b77
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)
repository.mail.fl_str_mv tasesdissertacoes.bc@ufg.br
_version_ 1793965703944994816