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![](/consulta/web/img/deny.png) | Acesso ao texto completo restrito à biblioteca da Embrapa Gado de Leite. Para informações adicionais entre em contato com cnpgl.biblioteca@embrapa.br. |
Registro Completo |
Biblioteca(s): |
Embrapa Gado de Leite; Embrapa Instrumentação. |
Data corrente: |
28/09/2022 |
Data da última atualização: |
28/09/2022 |
Tipo da produção científica: |
Artigo em Periódico Indexado |
Autoria: |
COATRINI-SOARES, A.; COATRINI-SOARES, J.; POPOLIN NETO, M.; MELLO, S. S. de; PINTO, D. S. C.; CARVALHO, W. A.; GILMORE, M. S.; PIAZZETTA, M. H. O.; GOBBI, A. L.; BRANDÃO, H. M.; PAULOVICH, F. V.; OLIVEIRA JR, O. N.; MATTOSO, L. H. C. |
Afiliação: |
LUIZ HENRIQUE CAPPARELLI MATTOSO, CNPDIA. |
Título: |
Microfluidic E-tongue to diagnose bovine mastitis with milk samples using machine learning with decision tree models. |
Ano de publicação: |
2022 |
Fonte/Imprenta: |
Chemical Engineering Journal, v. 451, e138523, 2022. |
Páginas: |
1 - 9 |
ISSN: |
1385-8947 |
DOI: |
https://doi.org/10.1016/j.cej.2022.138523 |
Idioma: |
Inglês |
Conteúdo: |
We report an electronic tongue based on impedance spectroscopy to detect Staphylococcus aureus and diagnose bovine mastitis in milk samples. This was achieved with optimized sensing units made with layer-by-layer films and by treating the capacitance data with machine learning algorithms employing decision trees models. These films were made with chitosan, chondroitin sulfate, sericin and gold nanoparticles /sericin, whose molecularlevel interaction with S.aureus depended on the architecture according to PM-IRRAS measurements. The limit of detection in blank milk varied from 3.41 to 2.01 CFU/mL depending on the sensing unit. This sensitivity was complemented with the selectivity provided by combining the electrical responses of the four sensing units. Indeed, with machine learning it was possible to determine multidimensional calibration spaces (MCS) that could generate rules to explain how the milk samples could be discriminated. With a 7-dimension MCS, distinct S. aureus concentrations could be distinguished from possible interferents with a 100 % accuracy. In crude milk samples, 94 % accuracy was obtained with a 6-dimension MCS in multiclass classification for milk from different udders of a mastitis infected cow, including samples diluted 50-fold, in addition to milk from an infected cow treated with Bronopol and from a healthy cow. It is significant that in a ternary classification with these crude milk samples, a 2-dimension MCS could distinguish between milk from an infected cow, treated with Bronopol and from a healthy cow with 100 % accuracy. The combination of electronic tongues and machine learning ? as in this proof-of-concept study - is promising for diagnosis of mastitis at a low cost. MenosWe report an electronic tongue based on impedance spectroscopy to detect Staphylococcus aureus and diagnose bovine mastitis in milk samples. This was achieved with optimized sensing units made with layer-by-layer films and by treating the capacitance data with machine learning algorithms employing decision trees models. These films were made with chitosan, chondroitin sulfate, sericin and gold nanoparticles /sericin, whose molecularlevel interaction with S.aureus depended on the architecture according to PM-IRRAS measurements. The limit of detection in blank milk varied from 3.41 to 2.01 CFU/mL depending on the sensing unit. This sensitivity was complemented with the selectivity provided by combining the electrical responses of the four sensing units. Indeed, with machine learning it was possible to determine multidimensional calibration spaces (MCS) that could generate rules to explain how the milk samples could be discriminated. With a 7-dimension MCS, distinct S. aureus concentrations could be distinguished from possible interferents with a 100 % accuracy. In crude milk samples, 94 % accuracy was obtained with a 6-dimension MCS in multiclass classification for milk from different udders of a mastitis infected cow, including samples diluted 50-fold, in addition to milk from an infected cow treated with Bronopol and from a healthy cow. It is significant that in a ternary classification with these crude milk samples, a 2-dimension MCS could distinguish between milk from an i... Mostrar Tudo |
Palavras-Chave: |
Impedance spectroscopy; Machine learning; Mastite; Multidimensional calibration space; S aureus; Sensors. |
Thesagro: |
Bovino; Doença Animal; Gado Leiteiro. |
Categoria do assunto: |
-- L Ciência Animal e Produtos de Origem Animal |
Marc: |
LEADER 02936naa a2200409 a 4500 001 2146958 005 2022-09-28 008 2022 bl uuuu u00u1 u #d 022 $a1385-8947 024 7 $ahttps://doi.org/10.1016/j.cej.2022.138523$2DOI 100 1 $aCOATRINI-SOARES, A. 245 $aMicrofluidic E-tongue to diagnose bovine mastitis with milk samples using machine learning with decision tree models.$h[electronic resource] 260 $c2022 300 $a1 - 9 520 $aWe report an electronic tongue based on impedance spectroscopy to detect Staphylococcus aureus and diagnose bovine mastitis in milk samples. This was achieved with optimized sensing units made with layer-by-layer films and by treating the capacitance data with machine learning algorithms employing decision trees models. These films were made with chitosan, chondroitin sulfate, sericin and gold nanoparticles /sericin, whose molecularlevel interaction with S.aureus depended on the architecture according to PM-IRRAS measurements. The limit of detection in blank milk varied from 3.41 to 2.01 CFU/mL depending on the sensing unit. This sensitivity was complemented with the selectivity provided by combining the electrical responses of the four sensing units. Indeed, with machine learning it was possible to determine multidimensional calibration spaces (MCS) that could generate rules to explain how the milk samples could be discriminated. With a 7-dimension MCS, distinct S. aureus concentrations could be distinguished from possible interferents with a 100 % accuracy. In crude milk samples, 94 % accuracy was obtained with a 6-dimension MCS in multiclass classification for milk from different udders of a mastitis infected cow, including samples diluted 50-fold, in addition to milk from an infected cow treated with Bronopol and from a healthy cow. It is significant that in a ternary classification with these crude milk samples, a 2-dimension MCS could distinguish between milk from an infected cow, treated with Bronopol and from a healthy cow with 100 % accuracy. The combination of electronic tongues and machine learning ? as in this proof-of-concept study - is promising for diagnosis of mastitis at a low cost. 650 $aBovino 650 $aDoença Animal 650 $aGado Leiteiro 653 $aImpedance spectroscopy 653 $aMachine learning 653 $aMastite 653 $aMultidimensional calibration space 653 $aS aureus 653 $aSensors 700 1 $aCOATRINI-SOARES, J. 700 1 $aPOPOLIN NETO, M. 700 1 $aMELLO, S. S. de 700 1 $aPINTO, D. S. C. 700 1 $aCARVALHO, W. A. 700 1 $aGILMORE, M. S. 700 1 $aPIAZZETTA, M. H. O. 700 1 $aGOBBI, A. L. 700 1 $aBRANDÃO, H. M. 700 1 $aPAULOVICH, F. V. 700 1 $aOLIVEIRA JR, O. N. 700 1 $aMATTOSO, L. H. C. 773 $tChemical Engineering Journal$gv. 451, e138523, 2022.
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104. | ![Imagem marcado/desmarcado](/consulta/web/img/desmarcado.png) | CARVALHO, M. A.; RAMOS, A. K. B.; KARIA, C. T.; FERNANDES, F. D. Accessing plant architecture diversity in Arachis pintoi and Arachis repens germplasm. In: SIMPÓSIO INTERNACIONAL SOBRE MELHORAMENTO DE FORRAGEIRAS, 2., 2009, Campo Grande, MS. Anais... Campo Grande, MS: Embrapa Gado de Corte, 2009. 1 CD-ROM.Tipo: Artigo em Anais de Congresso / Nota Técnica |
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105. | ![Imagem marcado/desmarcado](/consulta/web/img/desmarcado.png) | CORDEIRO, F.; GUIDA, H. G.; RAMOS, A. de A.; MENDOZA, T. R. Aglutininas antileptospira em soros de bovinos do Estado do Rio de Janeiro. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 10, n. 8, p. 9-19, 1975. (Veterinária). Título em inglês: Antileptospira agglutinins in bovine sera of Rio de Janeiro State, Brazil.Biblioteca(s): Embrapa Unidades Centrais. |
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107. | ![Imagem marcado/desmarcado](/consulta/web/img/desmarcado.png) | RAMOS, A. R. P.; DIAS, R. de C. S.; MENDES, A. M. S.; ARAGÃO, C. A. Associação de diferentes soluções nutritivas com o substrato pó de coco para produção de mudas de meloeiro. Horticultura Brasileira, Brasília, DF, v. 26, n. 2, p. S2522-S2528, 2008. 1 CD-ROM. Suplemento. Edição dos Resumos do 48. Congresso Brasileiro de Olericultura, Maringá, jul. 2008.Tipo: Artigo em Anais de Congresso / Nota Técnica |
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108. | ![Imagem marcado/desmarcado](/consulta/web/img/desmarcado.png) | RAMOS, A. R.; TEIXEIRA, J. B.; MARCELLINO, L. H.; GANDER, E. S. Análises protéicas em Calli de cacau desafiados com esporos de Crinipellis perniciosa. In: ENCONTRO DO TALENTO ESTUDANTIL DA EMBRAPA RECURSOS GENÉTICOS E BIOTECNOLOGIA, 10., 2005, Brasília, DF. Anais: resumos dos trabalhos. Brasília, DF: Embrapa Recursos Genéticos e Biotecnologia, 2005. p. 46.Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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113. | ![Imagem marcado/desmarcado](/consulta/web/img/desmarcado.png) | RAMOS, A. F.; ALBUQUERQUE, M. do S. M.; MARIANTE, A. da S. Banco Brasileiro de Germoplasma Animal: desafios e perspectivas da conservação de caprinos no Brasil. Revista Brasileira de Reprodução Animal, v. 35, n. 2, p. 104-107, abr./jun. 2011. Palestra apresentada no XIX Congresso Brasileiro de Reprodução Animal, Recife, PE, Brasil, 25 a 27 de maio de 2011.Tipo: Nota Técnica/Nota Científica |
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