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Registro Completo |
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Biblioteca(s): |
Embrapa Clima Temperado. |
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Data corrente: |
04/08/2021 |
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Data da última atualização: |
04/08/2021 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
REISSIG, G. N.; OLIVEIRA, T. F. DE C.; OLIVEIRA, R. P. de; POSSO, D. A.; PARISE, A. G.; NAVA, D. E. |
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Afiliação: |
GABRIELA NIEMEYER REISSIG, UFPEL; THIAGO FRANCISCO DE CARVALHO OLIVEIRA, UFPEL; RICARDO PADILHA DE OLIVEIRA, UFPEL; DOUGLAS ANTÔNIO POSSO, UFPEL; ANDRÉ GEREMIA PARISE, UFPEL; DORI EDSON NAVA, CPACT. |
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Título: |
Fruit herbivory alters plant electrome: evidence for fruit-shoot long-distance electrical signaling in tomato plants. |
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Ano de publicação: |
2021 |
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Fonte/Imprenta: |
Frontiers in Sustainable Food Systems, v. 5, Article 65, July 2021. |
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Idioma: |
Inglês |
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Conteúdo: |
The electrical activity of tomato plants subjected to fruit herbivory was investigated. The study aimed to test the hypothesis that tomato fruits transmit long-distance electrical signals to the shoot when subjected to herbivory. For such, time series classification by machine learning techniques and analyses related to the oxidative response were employed. Tomato plants (cv. ?Micro-Tom?) were placed into a Faraday?s cage and an electrode pair was inserted in the fruit?s peduncle. Helicoverpa armigera caterpillars were placed on the fruit (either green and ripe) for 24 h. The time series were recorded before and after the fruit?s exposure of the caterpillars. The plant material for chemical analyses was collected 24 and 48 h after the end of the acquisition of electrophysiological data. The time series were analyzed by the following techniques: Fast Fourier Transform (FFT), Wavelet Transform, Power Spectral Density (PSD), and Approximate Entropy. The following features from FFT, PSD, and Wavelet Transform were used for PCA (Principal Component Analysis): average, maximum and minimum value, variance, skewness, and kurtosis. Additionally, these features were used in Machine Learning (ML) analyses for looking for classifiable patterns between tomato plants before and after fruit herbivory. Also, we compared the electrome before and after herbivory in the green and ripe fruits. To evaluate an oxidative response in different organs, hydrogen peroxide, superoxide anion, catalase, ascorbate peroxidase, guaiacol peroxidase, and superoxide dismutase activity were evaluated in fruit and leaves. The results show with 90% of accuracy that the electrome registered in the fruit?s peduncle before herbivory is different from the electrome during predation on the fruits. Interestingly, there was also a sharp difference in the electrome of the green and ripe fruits? peduncles before, but not during, the herbivory, which demonstrates that the signals generated by the herbivory stand over the others. Biochemical analysis showed that herbivory in the fruit triggered an oxidative response in other parts of the plant. Here, we demonstrate that the fruit perceives biotic stimuli and transmits electrical signals to the shoot of tomato plants. This study raises new possibilities for studies involving electrical signals in signaling and systemic response, as well as for the applicability of ML to classify electrophysiological data and its use in early diagnosis. MenosThe electrical activity of tomato plants subjected to fruit herbivory was investigated. The study aimed to test the hypothesis that tomato fruits transmit long-distance electrical signals to the shoot when subjected to herbivory. For such, time series classification by machine learning techniques and analyses related to the oxidative response were employed. Tomato plants (cv. ?Micro-Tom?) were placed into a Faraday?s cage and an electrode pair was inserted in the fruit?s peduncle. Helicoverpa armigera caterpillars were placed on the fruit (either green and ripe) for 24 h. The time series were recorded before and after the fruit?s exposure of the caterpillars. The plant material for chemical analyses was collected 24 and 48 h after the end of the acquisition of electrophysiological data. The time series were analyzed by the following techniques: Fast Fourier Transform (FFT), Wavelet Transform, Power Spectral Density (PSD), and Approximate Entropy. The following features from FFT, PSD, and Wavelet Transform were used for PCA (Principal Component Analysis): average, maximum and minimum value, variance, skewness, and kurtosis. Additionally, these features were used in Machine Learning (ML) analyses for looking for classifiable patterns between tomato plants before and after fruit herbivory. Also, we compared the electrome before and after herbivory in the green and ripe fruits. To evaluate an oxidative response in different organs, hydrogen peroxide, superoxide anion, catalase, ... Mostrar Tudo |
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Palavras-Chave: |
Helicoverpa amigera. |
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Thesagro: |
Tomate. |
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Thesaurus Nal: |
Stress response. |
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Categoria do assunto: |
-- |
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URL: |
https://www.alice.cnptia.embrapa.br/alice/bitstream/doc/1133234/1/Artigo-fsufs-05-657401.pdf
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Marc: |
LEADER 03162naa a2200217 a 4500
001 2133234
005 2021-08-04
008 2021 bl uuuu u00u1 u #d
100 1 $aREISSIG, G. N.
245 $aFruit herbivory alters plant electrome$bevidence for fruit-shoot long-distance electrical signaling in tomato plants.$h[electronic resource]
260 $c2021
520 $aThe electrical activity of tomato plants subjected to fruit herbivory was investigated. The study aimed to test the hypothesis that tomato fruits transmit long-distance electrical signals to the shoot when subjected to herbivory. For such, time series classification by machine learning techniques and analyses related to the oxidative response were employed. Tomato plants (cv. ?Micro-Tom?) were placed into a Faraday?s cage and an electrode pair was inserted in the fruit?s peduncle. Helicoverpa armigera caterpillars were placed on the fruit (either green and ripe) for 24 h. The time series were recorded before and after the fruit?s exposure of the caterpillars. The plant material for chemical analyses was collected 24 and 48 h after the end of the acquisition of electrophysiological data. The time series were analyzed by the following techniques: Fast Fourier Transform (FFT), Wavelet Transform, Power Spectral Density (PSD), and Approximate Entropy. The following features from FFT, PSD, and Wavelet Transform were used for PCA (Principal Component Analysis): average, maximum and minimum value, variance, skewness, and kurtosis. Additionally, these features were used in Machine Learning (ML) analyses for looking for classifiable patterns between tomato plants before and after fruit herbivory. Also, we compared the electrome before and after herbivory in the green and ripe fruits. To evaluate an oxidative response in different organs, hydrogen peroxide, superoxide anion, catalase, ascorbate peroxidase, guaiacol peroxidase, and superoxide dismutase activity were evaluated in fruit and leaves. The results show with 90% of accuracy that the electrome registered in the fruit?s peduncle before herbivory is different from the electrome during predation on the fruits. Interestingly, there was also a sharp difference in the electrome of the green and ripe fruits? peduncles before, but not during, the herbivory, which demonstrates that the signals generated by the herbivory stand over the others. Biochemical analysis showed that herbivory in the fruit triggered an oxidative response in other parts of the plant. Here, we demonstrate that the fruit perceives biotic stimuli and transmits electrical signals to the shoot of tomato plants. This study raises new possibilities for studies involving electrical signals in signaling and systemic response, as well as for the applicability of ML to classify electrophysiological data and its use in early diagnosis.
650 $aStress response
650 $aTomate
653 $aHelicoverpa amigera
700 1 $aOLIVEIRA, T. F. DE C.
700 1 $aOLIVEIRA, R. P. de
700 1 $aPOSSO, D. A.
700 1 $aPARISE, A. G.
700 1 $aNAVA, D. E.
773 $tFrontiers in Sustainable Food Systems$gv. 5, Article 65, July 2021.
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Registro original: |
Embrapa Clima Temperado (CPACT) |
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| Registros recuperados : 34 | |
| 2. |  | GENRO, T. C. M.; BREMM, C.; TRINDADE, J. K. da; VARELLA, A. C.; SOCA, P. Daily faecal excretion of alkane C32 in beef cattle females grazing natural grasslands in southern Brazil and in Uruguay. In: INTERNATIONAL GRASSLAND CONGRESS, 22., 2013, Sidney. Revitalising grasslands to sustain our communities: proceedings. New South Wales: MCI Australia, 2013. p. 698-699. Editors David L. Michalk, Geoffrey D. Millar, Warwick B. Badgery, Kim M. Broadfoot.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Pecuária Sul. |
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| 3. | | LONGHI, P.; CERIOTTI, I. S.; BREMM, C.; MAIA, J. D. G.; RITSCHEL, P. S. Determinação do perfil genético de cultivares de uva. In: ENCONTRO DE INICIAÇÃO CIENTÍFICA, 10.; ENCONTRO DE PÓS-GRADUANDOS DA EMBRAPA UVA E VINHO, 6., 2012, Bento Gonçalves. Resumos... Bento Gonçalves: Embrapa Uva e Vinho, 2012. p. 32.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Uva e Vinho. |
|  |
| 5. | | LACA, E.; GENRO, T. C. M.; BREMM, C.; GENRO, J.; SCHRIEFER, C. Patch size controls selectivity of sheep grazing grass-clover grasslands. In: ANNUAL MEETING OF THE SOCIETY FOR RANGE MANAGEMENT, 64., 2011, Billings, MT. Abstracts... [Wheat Ridge: Society for Range Management], 2011. p. 392.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Pecuária Sul. |
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| 7. | | LONGHI, P.; BREMM, C.; ARAUJO JUNIOR, A. T. de; BRUSTOLIN, J. G.; FONTANA, V.; RITSCHEL, P. S. Avaliação da diversidade genética do banco ativo de germoplasma de pera (BAG-Pera) utilizando marcadores moleculares SSR. In: CONGRESSO BRASILEIRO DE RECURSOS GENÉTICOS, 3., 2014, Santos, SP. Resumos... Brasília, DF: Sociedade Brasileira de Recursos Genéticos, 2014.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Uva e Vinho. |
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| 9. | | MORAIS, S. L.; SILVEIRA, M. C. T. da; BREMM, C.; GENRO, T. C. M.; CORRÊA, E. B.; TRENTIN, G. Suficiência amostral para avaliação da estrutura vertical de campo nativo sob diferentes níveis de intensificação. In: CONGRESSO DE INICIAÇÃO CIENTÍFICA, 23.; ENCONTRO DE PÓS-GRADUAÇÃO, 16., 2014, Pelotas. Anais... Pelotas: UFPel, 2014. 1 CD-ROM.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Pecuária Sul. |
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| 10. | | LONGHI, P.; BREMM, C.; ARAUJO JUNIOR, A. T. de; BRUSTOLIN, J. G.; FONTANA, V.; RITSCHEL, P. S. Diversidade genética do Banco Ativo de Germoplasma de Pera avaliada com o uso de marcadores moleculares SSR. In: ENCONTRO DE INICIAÇÃO CIENTÍFICA DA EMBRAPA UVA E VINHO, 12., ENCONTRO DE PÓS-GRADUANDOS DA EMBRAPA UVA E VINHO, 8., 2014, Bento Gonçalves. Resumos... Bento Gonçalves: Embrapa Uva e Vinho, 2014. p. 45| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Uva e Vinho. |
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| 11. | | CARVALHO, P. C. F.; BREMM, C.; GIBB, M. J.; PEREZ, N. B.; FONSECA, L.; AMARAL, G. A. Dietary selection of heifers in natural grasslands: effect of time of day and phenological stage. In: GENERAL MEETING OF THE EUROPEAN GRASSLAND FEDERATION, 23., 2010, Kiel. Grassland in a changing world. Duderstadt: Mecke-Druck, 2010. EGF 2010.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Pecuária Sul. |
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| 12. | | MEZZALIRA, J. C.; CARVALHO, P. C. F.; AMARAL, M. F.; BREMM, C.; TRINDADE, J. K.; GONÇALVES, E. N.; GENRO, T. C. M.; SUÑÉ, R. W. Manejo do milheto em pastoreio rotativo para maximizar a taxa de ingestão por vacas leiteiras. Arquivo Brasileiro de Medicina Veterinária e Zootecnia, Belo Horizonte, v. 65, n. 3, p. 833-840, jun. 2013.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 2 |
| Biblioteca(s): Embrapa Pecuária Sul. |
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| 13. | | CARVALHO, P. C. de F.; SILVA, J. L. S. da; MORAES, A. de; FONTANELI, R. S.; MACARI, S.; BREMM, C.; TRINDADE, J. K. da. Manejo de animais em pastejo em sistemas de integração lavoura-pecuária. In: SIMPÓSIO INTERNACIONAL EM INTEGRAÇÃO LAVOURA-PECUÁRIA, 2007, Curitiba. [Anais...]. Curitiba: UFPR; Porto Alegre: UFRGS; [s.l.]: Ohio State University, 2007. 1 CD ROM. 15 p.| Tipo: Artigo em Anais de Congresso / Nota Técnica |
| Biblioteca(s): Embrapa Trigo. |
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| 14. | | SAVIAN, J. V.; GENRO, T. C. M.; BARTH NETO, A.; BREMM, C.; AZEVEDO, E. B.; DAVID, D. B.; GONDA, H. L.; CARVALHO, P. C. F. Comparison of faecal crude protein and n-alkanes techniques to estimate herbage intake by grazing sheep. Animal Feed Science and Technology, v. 242, p. 144?149, 2018.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Pecuária Sul. |
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| 16. | | GENRO, T. C. M.; CARVALHO, P. C.; SOCA, P.; GARCIA, E. N.; NABINGER, C.; AMARAL, G. do A.; BREMM, C.; LACA, E. A. Técnicas para estimativa de consumo sob pastejo. In: SIMPÓSIO SOBRE MANEJO ESTRATÉGICO DA PASTAGEM, 6., SIMPÓSIO INTERNACIONAL SOBRE PRODUÇÃO ANIMAL EM PASTEJO, 4., 2012, Viçosa, MG. Anais... Viçosa, MG: UFV, DZO, 2012. p. 21-51.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Pecuária Sul. |
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| 17. | | AMARAL, M. F.; MEZZALIRA, J. C.; BREMM, C.; TRINDADE, J. K.; GIBB, M. J.; SUÑÉ, R. W.; CARVALHO, P. C. de F. Sward structure management for a maximum short-term intake rate in annual ryegrass. Grass and Forage Science, Oxford, v. 68, n. 2, p. 271-277, June 2013.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: B - 1 |
| Biblioteca(s): Embrapa Pecuária Sul. |
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| 18. | | PINTO, D. G.; FONTANA, D. C.; DALMAGO, G. A.; FOCHESATTO, E.; VICARI, M. B.; BREMM, C.; CUNHA, G. R. da; GOUVEA, J. A. de; SANTI, A. Correlations between spectral and biophysical data obtained in canola canopy cultivated in the subtropical region of Brazil. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 52, n. 10, p. 825-832, out. 2017. Título em português Correlações entre dados espectrais e biofísicos em dossel de canola cultivada na região subtropical do Brasil.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 2 |
| Biblioteca(s): Embrapa Trigo; Embrapa Unidades Centrais. |
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| 19. | | MARÍN GÓMEZ, A.; LACA, E. A.; BALDISSERA, T. C.; PINTO, C. E.; GARAGORRY, F. C.; ZUBIETA, A. S.; BREMM, C.; BINDELLE, J.; CARVALHO, P. C. de F. Determining the pre-grazing sward height of Kikuyu grass (Cenchrus clandestinus - Hochst. ex Chiov.) for optimizing nutrient intake rate of dairy heifers. PLos One, v. 17, n. 7, e0269716, July 2022.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Pecuária Sul. |
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| 20. | | BREMM, C.; CARVALHO, P. C. F.; FONSECA, L.; AMARAL, G. A.; MEZZALIRA, J. C.; PEREZ, N. B.; NABINGER, C.; LACA, E. A. Diet switching by mammalian herbivores in response to exotic grass invasion. Plos One, v. 11, n. 2, e0150167, 26 fev. 2016.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Pecuária Sul. |
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| Registros recuperados : 34 | |
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