A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da FIOCRUZ (ARCA) |
Texto Completo: | https://www.arca.fiocruz.br/handle/icict/34037 |
Resumo: | Universidade Federal de Juiz de Fora. Instituto de Ciências Biológicas e DIP. Genética e Biotecnologia. Juiz de Fora, MG, Brasil / Universidade do Vale do Rio Doce. Núcleo de Pesquisa em Imunologia. Governador Valadares, MG, Brasil. |
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Gama, Rafael SilvaSouza, Márcio Luís Moreira deSarno, Euzenir NunesMoraes, Milton Ozório deGonçalves, AlineStefani, Mariane M. A.Garcia, Raúl Marcel GonzálezFraga, Lucia Alves de Oliveira2019-07-12T17:57:14Z2019-07-12T17:57:14Z2019GAMA, Rafael Silva et al. A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts. PLoS Neglected Tropical Diseases, v. 13, n. 6, p. 1-22, June 2019.1935-2727https://www.arca.fiocruz.br/handle/icict/3403710.1371/journal.pntd.00074001935-2735engPublic Library of ScienceHanseníaseNovo métodoAnálise molecular e sorológicaContatos domiciliaresMolecular and serological analysisLeprosyHousehold contactsNew methodMolecular and serological analysisA novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contactsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleUniversidade Federal de Juiz de Fora. Instituto de Ciências Biológicas e DIP. Genética e Biotecnologia. Juiz de Fora, MG, Brasil / Universidade do Vale do Rio Doce. Núcleo de Pesquisa em Imunologia. Governador Valadares, MG, Brasil.Universidade Federal de Juiz de Fora. Campus GV. Departamento Básico de Saúde. Programa Multicêntrico de Bioquímica e Biologia Molecular. Governador Valadares, MG, Brasil.Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil.Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil.Universidade Federal de Goiás. Instituto de Patologia Tropical e Sáude Pública. Goiânia, GO, Brasil.Universidade Federal de Goiás. Instituto de Patologia Tropical e Sáude Pública. Goiânia, GO, Brasil.Universidade Federal de Juiz de Fora. Instituto de Ciências Biológicas e DIP/Genética e Biotecnologia. Juiz de Fora, MG, Brasil.Universidade Federal de Juiz de Fora. Campus GV. Departamento Básico de Saúde. Programa Multicêntrico de Bioquímica e Biologia Molecular. Governador Valadares, MG, Brasil.Early detection of Mycobacterium leprae is a key strategy for disrupting the transmission chain of leprosy and preventing the potential onset of physical disabilities. Clinical diagnosis is essential, but some of the presented symptoms may go unnoticed, even by specialists. In areas of greater endemicity, serological and molecular tests have been performed and analyzed separately for the follow-up of household contacts, who are at high risk of developing the disease. The accuracy of these tests is still debated, and it is necessary to make them more reliable, especially for the identification of cases of leprosy between contacts. We proposed an integrated analysis of molecular and serological methods using artificial intelligence by the random forest (RF) algorithm to better diagnose and predict new cases of leprosy.info:eu-repo/semantics/openAccessreponame:Repositório Institucional da FIOCRUZ (ARCA)instname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZLICENSElicense.txtlicense.txttext/plain; charset=utf-82991https://www.arca.fiocruz.br/bitstream/icict/34037/1/license.txt5a560609d32a3863062d77ff32785d58MD51ORIGINALMiltonOzorio_Euzenirsarno_etal_IOC_2019.pdfMiltonOzorio_Euzenirsarno_etal_IOC_2019.pdfapplication/pdf1021001https://www.arca.fiocruz.br/bitstream/icict/34037/2/MiltonOzorio_Euzenirsarno_etal_IOC_2019.pdff132135e088269e3a833460dfd22c96eMD52TEXTMiltonOzorio_Euzenirsarno_etal_IOC_2019.pdf.txtMiltonOzorio_Euzenirsarno_etal_IOC_2019.pdf.txtExtracted 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dc.title.pt_BR.fl_str_mv |
A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts |
title |
A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts |
spellingShingle |
A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts Gama, Rafael Silva Hanseníase Novo método Análise molecular e sorológica Contatos domiciliares Molecular and serological analysis Leprosy Household contacts New method Molecular and serological analysis |
title_short |
A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts |
title_full |
A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts |
title_fullStr |
A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts |
title_full_unstemmed |
A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts |
title_sort |
A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts |
author |
Gama, Rafael Silva |
author_facet |
Gama, Rafael Silva Souza, Márcio Luís Moreira de Sarno, Euzenir Nunes Moraes, Milton Ozório de Gonçalves, Aline Stefani, Mariane M. A. Garcia, Raúl Marcel González Fraga, Lucia Alves de Oliveira |
author_role |
author |
author2 |
Souza, Márcio Luís Moreira de Sarno, Euzenir Nunes Moraes, Milton Ozório de Gonçalves, Aline Stefani, Mariane M. A. Garcia, Raúl Marcel González Fraga, Lucia Alves de Oliveira |
author2_role |
author author author author author author author |
dc.contributor.author.fl_str_mv |
Gama, Rafael Silva Souza, Márcio Luís Moreira de Sarno, Euzenir Nunes Moraes, Milton Ozório de Gonçalves, Aline Stefani, Mariane M. A. Garcia, Raúl Marcel González Fraga, Lucia Alves de Oliveira |
dc.subject.other.pt_BR.fl_str_mv |
Hanseníase Novo método Análise molecular e sorológica Contatos domiciliares |
topic |
Hanseníase Novo método Análise molecular e sorológica Contatos domiciliares Molecular and serological analysis Leprosy Household contacts New method Molecular and serological analysis |
dc.subject.en.pt_BR.fl_str_mv |
Molecular and serological analysis Leprosy Household contacts New method Molecular and serological analysis |
description |
Universidade Federal de Juiz de Fora. Instituto de Ciências Biológicas e DIP. Genética e Biotecnologia. Juiz de Fora, MG, Brasil / Universidade do Vale do Rio Doce. Núcleo de Pesquisa em Imunologia. Governador Valadares, MG, Brasil. |
publishDate |
2019 |
dc.date.accessioned.fl_str_mv |
2019-07-12T17:57:14Z |
dc.date.available.fl_str_mv |
2019-07-12T17:57:14Z |
dc.date.issued.fl_str_mv |
2019 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
GAMA, Rafael Silva et al. A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts. PLoS Neglected Tropical Diseases, v. 13, n. 6, p. 1-22, June 2019. |
dc.identifier.uri.fl_str_mv |
https://www.arca.fiocruz.br/handle/icict/34037 |
dc.identifier.issn.pt_BR.fl_str_mv |
1935-2727 |
dc.identifier.doi.none.fl_str_mv |
10.1371/journal.pntd.0007400 |
dc.identifier.eissn.none.fl_str_mv |
1935-2735 |
identifier_str_mv |
GAMA, Rafael Silva et al. A novel integrated molecular and serological analysis method to predict new cases of leprosy amongst household contacts. PLoS Neglected Tropical Diseases, v. 13, n. 6, p. 1-22, June 2019. 1935-2727 10.1371/journal.pntd.0007400 1935-2735 |
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https://www.arca.fiocruz.br/handle/icict/34037 |
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eng |
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eng |
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info:eu-repo/semantics/openAccess |
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Public Library of Science |
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Public Library of Science |
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